diff --git a/Streamflow_Scripts/README.md b/Streamflow_Scripts/README.md deleted file mode 100644 index 55960ab7..00000000 --- a/Streamflow_Scripts/README.md +++ /dev/null @@ -1,39 +0,0 @@ -# Overview -This directory contains Python scripts for downloading and time-slicing real-time streamflow data from the USGS, US Army Corps of Engineers and Environment Canada. The time-slicing scripts process the native files into NetCDF files that can be directly used by T-Route for streamflow data assimilation. These scripts originated from the NWM v3 codebase. - -USGS data download: usgs_download/stream_flow_download/parallel_download_master.py -USGS data time-slice: usgs_download/analysis/make_time_slice_from_usgs_waterml.py -USACE data download: ace_download/stream_flow_download/CWMS_download_current.py -USACE data time-slice: ace_download/analysis/make_time_slice_from_ace_xml.py -Env Canada data download: canada_download/parallel_dm_can.py -Env Canada data time-slice: canada_download/make_time_slice_from_canada.py - -# Setting Up Required Python Environment -python -m venv venv-streamflow -source venv-streamflow/bin/activate -pip install --upgrade pip -pip install -r requirements.txt - -# Script Usage -Each script has a help option (-h) for printing usage information. - -The USGS streamflow download script (parallel_download_master.py) runs continuously and downloads the most recent files as they become available. The other streamflow download scripts exit after downloading the latest files available when the script was run. - -parallel_download_master.py -o -make_time_slice_from_usgs_waterml.py -i -o - -CWMS_download_current.py [-h] [-f FILE_FORMAT] site_file output_dir -make_time_slice_from_ace_xml.py -i -o -s - -canadian_flow_retrieval.py -o -make_time_slice_from_canada.py -i -o - -#### Examples #### -python parallel_download_master.py -o ~/usgs_download -python make_time_slice_from_usgs_waterml.py -i ~/usgs_download -o ~/usgs_timeslice - -python parallel_dm_can.py -o ~/canada_download -python make_time_slice_from_canada.py -i ~/canada_download -o ~/canada/timeslice - -python CWMS_download_current.py -f xml site-file.csv ~/usace_download -python make_time_slice_from_ace_xml.py -i ~/usace_download -o ~/usace_timeslice -s site-file.csv diff --git a/Streamflow_Scripts/ace_download/analysis/ACE_Observation.py b/Streamflow_Scripts/ace_download/analysis/ACE_Observation.py deleted file mode 100644 index 75ac0180..00000000 --- a/Streamflow_Scripts/ace_download/analysis/ACE_Observation.py +++ /dev/null @@ -1,223 +0,0 @@ -#!/usr/bin/env python -############################################################################### -# Module name: ACE_Observation # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 05/28/2019 # -# # -# Description: manage data in a ACE CWMS json file # -# # -# 12/11/2024 OWP Add loadCwmsjson() to parse json data format # -# # -############################################################################### - -import os, sys, time, csv, re -import logging -from string import * -from collections import OrderedDict -from datetime import datetime, timedelta, timezone -import dateutil.parser -import pytz -import json -import xml.etree.ElementTree as etree -from TimeSlice import TimeSlice -from Observation import Observation -from CWMS_Sites import CWMS_Sites - -def parseDuration( period ): - regex = re.compile('(?P-?)P(?:(?P\d+)Y)?(?:(?P\d+)M)?(?:(?P\d+)D)?(?:T(?:(?P\d+)H)?(?:(?P\d+)M)?(?:(?P\d+)S)?)?') - - # Fetch the match groups with default value of 0 (not None) - duration = regex.match(period).groupdict(0) - - # Create the timedelta object from extracted groups - delta = timedelta(days=int(duration['days']) + \ - (int(duration['months']) * 30) + \ - (int(duration['years']) * 365), \ - hours=int(duration['hours']), \ - minutes=int(duration['minutes']), \ - seconds=int(duration['seconds'])) - - if duration['sign'] == "-": - delta *= -1 - - return delta - -class ACE_Observation(Observation): - """ - Store one USACE data - """ - def __init__(self, cwmsxmljsonfilename, cwmssites ): - """ - Initialize the ACE_Observation object with a given - filename - """ - self.source = cwmsxmljsonfilename - self.timeValueQuality = OrderedDict() - self._sites = cwmssites - if cwmsxmljsonfilename.endswith( '.json' ): - self.loadCwmsjson( cwmsxmljsonfilename ) - elif cwmsxmljsonfilename.endswith( '.xml' ): - self.loadCWMSxml( cwmsxmljsonfilename ) - else: - raise RuntimeError( "FATAL ERROR: Unknow file type: " + \ - cwmsxmljsonfilename ) - - def loadCwmsjson(self, jsonfilename ): - """ - Read real-time discharge data from a given CWMS JSON file - - Input: jsonfilename - the CWMS json filename - """ - try: - json_file = open(jsonfilename) - - # Reads .json file to Python dictionary - json_data = json.load(json_file) - - name = json_data["name"] - officeId = json_data["office-id"] - self.unit = json_data["units"] - - self.stationName = officeId + "." + name - self.stationID = self._sites.getIndex(officeId, name ) - - # Get Discharge timeseries values - totalFcts = len(json_data["values"]) - - #print(f"total FCST size: {totalFcts}") - - for idx in range(totalFcts): - row = json_data['values'][idx] - if len(row) > 0: - #print(f"ROW={row} time={row[0]}") - - ### Convert date-time to datetime from ms - t1 = self.convert_milliseconds_to_iso_format(row[0]) - t = dateutil.parser.parse( t1 ).astimezone(pytz.utc).replace(tzinfo=None) - - self.timeValueQuality[ t ] = ( float(row[1]), \ - self.calculateDataQuality(float(row[2] ) ) ) - - #print( idx, t, self.timeValueQuality[ t ] ) - - self.obvPeriod = list( self.timeValueQuality.keys() )[0], \ - list( self.timeValueQuality.keys() )[-1] - - unitConvertToM3perSec = self.getUnitConvertToM3perSec() - - self.timeValueQuality = dict(map( \ - lambda kv: (kv[0], (kv[1][0] * unitConvertToM3perSec, \ - kv[1][1])), \ - iter( self.timeValueQuality.items()) )) - self.unit = 'm3/s' - - except Exception as e: - raise RuntimeError( "WARNING: parsing JSON error: " + str( e )\ - + ": " + jsonfilename + '. Or Maybe "values" field are empty; ==> ' \ - + jsonfilename + " Skipping ..." ) - - #print(f"{jsonfilename} stationName: {self.stationName} unit={self.unit}") - #for k, v in self.timeValueQuality.items(): - # print(k, v) - - - def loadCWMSxml(self, xmlfilename ): - """ - Read real-time stream flow data from a given CWMS XML file - - Input: xmlfilename - the CWMS xml filename - """ - try: - obvwml = etree.parse( xmlfilename ) - root= obvwml.getroot() - name_1 = root.find('query-info').find('requested-item')\ - .find('name').text - timeseries = root.find('time-series') - office = timeseries.find('office').text - self.stationName = office + "." + name_1 - self.stationID = self._sites.getIndex(office, name_1 ) - - regularIntervalValues = timeseries.find('regular-interval-values') - if regularIntervalValues is not None: - self.parseRegularIntervalValues( regularIntervalValues ) - else: - irregularIntervalValues = timeseries.find('irregular-interval-values') - self.parseIrregularIntervalValues( irregularIntervalValues) - - except Exception as e: - raise RuntimeError( "WARNING: parsing XML error: " + str( e )\ - + ": " + xmlfilename + " skipping ..." ) - - self.stationName = office + '.' + name_1 - #print(f"stationName={self.stationName}") - self.obvPeriod = list( self.timeValueQuality.keys() )[0], \ - list( self.timeValueQuality.keys() )[-1] - - unitConvertToM3perSec = self.getUnitConvertToM3perSec() - - #print(f"unitConvertToM3perSec={unitConvertToM3perSec}") - - self.timeValueQuality = dict(map( \ - lambda kv: (kv[0], (kv[1][0] * unitConvertToM3perSec, \ - kv[1][1])),\ - iter( self.timeValueQuality.items()) )) - self.unit = 'm3/s' - - #for k, v in self.timeValueQuality.items(): - # print(k, v) - - def parseRegularIntervalValues(self, regularInterval): - self.unit = regularInterval.get('unit') - - interval = parseDuration( regularInterval.get('interval') ) - - for seg in regularInterval.findall('segment'): - beginTime = \ - dateutil.parser.parse( seg.get('first-time')) \ - .astimezone(pytz.utc).replace(tzinfo=None) - for s in seg.text.strip().split('\n'): - self.timeValueQuality[ beginTime ] = \ - ( float(s.split(' ')[0]), \ - self.calculateDataQuality( float(s.split(' ')[1] ) ) ) - - beginTime += interval - - - def parseIrregularIntervalValues(self, irregularInterval): - self.unit = irregularInterval.get('unit') - #print(f"irregularInterval Unit={self.unit}") - for s in irregularInterval.text.strip().split('\n'): - words = s.split(' ') - t = dateutil.parser.parse( words[0] ) \ - .astimezone(pytz.utc).replace(tzinfo=None) - self.timeValueQuality[ t ] = \ - ( float(words[1]), \ - self.calculateDataQuality(float(words[2] ) ) ) - #print( t, self.timeValueQuality[ t ] ) - - - def getUnitConvertToM3perSec(self): - #print(f"self.unit={self.unit}") - if self.unit == 'cfs': - unitConvertToM3perSec = 0.028317 - elif self.unit == 'CMS': - unitConvertToM3perSec = 1.0 - else: - raise RuntimeError( "FATAL ERROR: Unit " + self.unit + \ - " is not known. ") - return unitConvertToM3perSec - - def calculateDataQuality(self, value ): - return 100.0 - - def convert_milliseconds_to_iso_format(self, milliseconds): - """ - Converts milliseconds to ISO 8601 format (e.g., 2016-01-01 06:00:00) - """ - - dt = datetime.fromtimestamp(milliseconds / 1000, tz=timezone.utc) - return dt.strftime("%Y-%m-%d %H:%M:%S") diff --git a/Streamflow_Scripts/ace_download/analysis/CWMS_Sites.py b/Streamflow_Scripts/ace_download/analysis/CWMS_Sites.py deleted file mode 100644 index 40419fed..00000000 --- a/Streamflow_Scripts/ace_download/analysis/CWMS_Sites.py +++ /dev/null @@ -1,82 +0,0 @@ -############################################################################### -# Module name: CWMS_Sites # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 09/05/2019 # -# # -# Description: manage the ACE CWMS sites in CSV format # -# # -# Updated by: Donald W Johnson (donald.w.johnson@noaa.gov) # -# # -# Update Description: Change column names to match new site file # -# # -############################################################################### - -import csv - -class CWMS_Sites: - """ - Store CWMS site information - """ - def __init__(self, csvSitefile ): - """ - Initialize the CWMS_Sites object with a given - filename - """ - self.source = csvSitefile - - self._office_name1_to_index = dict() - with open( csvSitefile, mode='r') as csvsite_file: - csvsite_reader = csv.DictReader( csvsite_file ) - line_count = 0 - for row in csvsite_reader: - if line_count == 0: - print('Column names are ' + ", ".join(row)) - line_count += 1 -# print('\t' + row["office"] + " " + row["name_1"] ) - if row["office"] in self._office_name1_to_index: - self._office_name1_to_index[ \ - row["office"] ][row["gage"] ] = \ - row[ "usace_gage_id" ] - else: - self._office_name1_to_index[ row["office"] ] = \ - dict( { row["gage"] : \ - row[ "usace_gage_id" ] } ) - - line_count += 1 - - print('Processed ' + str( line_count ) + ' lines.') - self.office_name1_to_index = self._office_name1_to_index - - - @property - def source(self): - return self._source - - @source.setter - def source(self, s): - self._source = s - - - @property - def office_name1_to_index(self): - return self._office_name1_to_index - - @office_name1_to_index.setter - def office_name1_to_index(self, o): - self._office_name1_to_index=o - - def getIndex(self, office, name1 ): - - if ( not office in self.office_name1_to_index.keys() ) or \ - ( not name1 in self.office_name1_to_index[office].keys() ): - - raise KeyError( "Cannot find station for " + office + ' ' + \ - name1 + " in the site file: " + \ - self.source + '.' ) - - print( "Found station: " + office + ' ' + name1 ) - return self.office_name1_to_index[ office][name1 ] diff --git a/Streamflow_Scripts/ace_download/analysis/EmptyDirOrFileException.py b/Streamflow_Scripts/ace_download/analysis/EmptyDirOrFileException.py deleted file mode 100644 index dbc5ea22..00000000 --- a/Streamflow_Scripts/ace_download/analysis/EmptyDirOrFileException.py +++ /dev/null @@ -1,11 +0,0 @@ -class EmptyDirOrFileException( Exception ): - """Exception raised for empty input files or directories. - Attributes: - expression -- input expression in which the error occurred - message -- explanation of the error - """ - pass - -# def __init__(self, message): -# self.expression = expression -# self.message = message diff --git a/Streamflow_Scripts/ace_download/analysis/Observation.py b/Streamflow_Scripts/ace_download/analysis/Observation.py deleted file mode 100644 index 7c84dd9f..00000000 --- a/Streamflow_Scripts/ace_download/analysis/Observation.py +++ /dev/null @@ -1,277 +0,0 @@ -#!/usr/bin/env python -############################################################################### -# Module name: Observation -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: 5/24/2019 # -# # -# Last modification date: -# # -# Description: Abstract the observed real-time stream flow -# # -############################################################################### - -import os, logging -from string import * -from datetime import datetime, timedelta -import dateutil.parser -import pytz -#import iso8601 -#import Tracer -from abc import ABCMeta, abstractmethod, abstractproperty -from TimeSlice import TimeSlice - - -class Observation: - """ - Abstract real-time flow time series. - """ - __metaclass__ = ABCMeta - -# @abstractproperty -# def source(self): -# pass -# -# @abstractproperty -# def stationID(self): -# pass -# -# @abstractproperty -# def stationName(self): -# pass -# -# @abstractproperty -# def obvPeriod(self): -# pass -# -# @abstractproperty -# def unit(self): -# pass -# -# @abstractproperty -# def timeValueQuality(self): -# pass - - @property - def source(self): - return self._source - - @source.setter - def source(self, s): - self._source = s - - @property - def stationID(self): - return self._stationID - - @stationID.setter - def stationID(self, s): - self._stationID = s - - @property - def stationName(self): - return self._stationName - - @stationName.setter - def stationName(self, s): - self._stationName = s - - @property - def obvPeriod(self): - return self._obvPeriod - - @obvPeriod.setter - def obvPeriod(self, p): - self._obvPeriod = p - - @property - def unit(self): - return self._unit - - @unit.setter - def unit(self, u): - self._unit = u - - @property - def timeValueQuality(self): - return self._timeValueQuality - - @timeValueQuality.setter - def timeValueQuality(self, tvq): - self._timeValueQuality = tvq - - @abstractmethod - def __init__(self, filename ): - pass - - - def getTimeValueAt(self, at_time, resolution = timedelta() ): - """ - Get the closest time-value pair for a given time - - Input: at_time - the given time - resolution - the tolerance time period around the - given time - - Return: Tuple of a time-value pair - """ - - closestTimes = [] - distances = [] - if at_time in self.timeValueQuality: - return ( at_time, self.timeValueQuality.get( at_time ) ) -# for k in sorted( self.timeValueQuality ): - for k in self.timeValueQuality: - if ( abs( k - at_time ) <= resolution / 2 ): - closestTimes.append( k ) - distances.append( abs( k - at_time ) ) - if not closestTimes: - return None - else: - closest = [ x for y, x in \ - sorted( zip( distances, closestTimes ) ) ][ 0 ] - - return ( closest, self.timeValueQuality.get( closest ) ) - - -class All_Observations: - "Store all obvserved data" - def __init__(self, obvs ): - """ - Initialize the All_Objections object for a given - Observation - - Input: list of Observation object - """ - self.logger = logging.getLogger(__name__) - self.observations = obvs - - if not self.observations: - raise RuntimeError( "FATAL ERROR: has no data") - - self.index = -1 - - self.timePeriod = self.observations[0].obvPeriod - for obv in self.observations: - if self.timePeriod[0] > obv.obvPeriod[ 0 ]: - self.timePeriod = ( obv.obvPeriod[ 0 ], \ - self.timePeriod[ 1 ]) - - if self.timePeriod[1] < obv.obvPeriod[ 1 ]: - self.timePeriod = ( self.timePeriod[ 0 ], \ - obv.obvPeriod[ 1 ] ) - - def __iter__(self ): - """ - The iterator - """ - return self - - def __next__( self ): - """ - The next Observation object - """ - if self.index == len( self.observations ) - 1: - self.index = -1 - raise StopIteration - self.index = self.index + 1 - return self.observations[ self.index ] - - def timePeriodForAll( self ): - """ - Get the earlist and latest time for all observations - - Return: Tuple of start time and end time - """ - return self.timePeriod - - def makeTimeSlice( self, timestamp, timeresolution ): - """ - Create one time slice for a given time and resolution - - Input: timestamp - the given time - timeresolution - the resolution - - Return: A time slice object - """ - station_time_value_list = [] - for obv in self: - closestObv = obv.getTimeValueAt( timestamp, timeresolution ) - if closestObv: - station_time_value_list.append( \ - ( obv.stationID, closestObv[ 0 ], \ - # value quality - closestObv[ 1 ][ 0 ], closestObv[ 1 ][ 1 ] ) ) - -# Tracer.theTracer.run( 'timeSlice = TimeSlice( timestamp, timeresolution, station_time_value_list )' ) - timeSlice = TimeSlice( timestamp, \ - timeresolution, \ - station_time_value_list ) - return timeSlice - - def makeAllTimeSlices( self, timeresolution, outdir, suffix='usaceTimeSlice.ncdf' ): - """ - Create the time slice NetCDF files for all USACE observations - - Input: timeresolution - resolution - outdir - the output directory - - Return: Total number of time slice files created - """ - - # the time resultions must divide 60 minutes with on remainder - if 3600 % timeresolution.seconds != 0: - raise RuntimeError( "FATAL ERROR: Time slice resolution must " - "divide 60 minutes with no remainder." ) - - startTime = datetime( self.timePeriod[ 0 ].year, - self.timePeriod[ 0 ].month, - self.timePeriod[ 0 ].day, - self.timePeriod[ 0 ].hour ) - - while startTime < self.timePeriod[ 0 ]: - startTime += timeresolution - - if startTime > self.timePeriod[ 1 ]: - raise RuntimeError( \ - "FATAL ERROR: observation time period wrong! " ) - - count = 0 - while startTime <= self.timePeriod[ 1 ]: - self.logger.info( "making time slice for " + \ - startTime.isoformat() ) -# Tracer.theTracer.run( \ -# 'oneSlice = makeTimeSlice( startTime, timeresolution )' ) - - oneSlice = self.makeTimeSlice( startTime, timeresolution ) - self.logger.info( "Time slice: " + \ - outdir + '/' +oneSlice.getSliceNCFileName( suffix ) ) - if ( not oneSlice.isEmpty() ): - updatedOrNew = True - slicefilename = outdir + '/' +oneSlice.getSliceNCFileName( suffix ) - if os.path.isfile( slicefilename ): -# Tracer.theTracer.run( \ -# 'oldslice = TimeSlice.fromNetCDF( slicefilename )' ) - oldslice = TimeSlice.fromNetCDF( slicefilename ) - updatedOrNew = oneSlice.mergeOld( oldslice ) - - if updatedOrNew: - oneSlice.toNetCDF( outdir, suffix ) - self.logger.info( oneSlice.getSliceNCFileName( suffix ) + \ - " updated!" ) - else: - self.logger.info( oneSlice.getSliceNCFileName( suffix ) + \ - " not updated!" ) -# oneSlice.print_station_time_value() - count = count + 1 - - startTime += timeresolution - -# for eachSlice in allTimeSlices: -# print "-----------------------------" -# eachSlice.print_station_time_value() -# print eachSlice.getSliceNCFileName() -# -# return allTimeSlices - return count diff --git a/Streamflow_Scripts/ace_download/analysis/TimeSlice.py b/Streamflow_Scripts/ace_download/analysis/TimeSlice.py deleted file mode 100644 index 740ee966..00000000 --- a/Streamflow_Scripts/ace_download/analysis/TimeSlice.py +++ /dev/null @@ -1,364 +0,0 @@ -#!/usr/bin/env python -############################################################################### -# Module name: TimeSlice # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: manage a time slice file that contains real-time stream # -# flow data for all USACE stations for a given time stamp # -# # -############################################################################### -import os, sys, time, math -from string import * -from datetime import datetime, timedelta -import calendar -#import xml.utils.iso8601 -#from netCDF4 import Dataset -import netCDF4 -import numpy as np - -# -# Check if two variables are considered equal. -# -# Input: a - one of the two variables to be compared -# b - one of the two variables to be compared -# rel_tol - relative tolerance -# abs_tol - absolute tolerance -# -# Return: boolean -# -def isclose(a, b, rel_tol=1e-09, abs_tol=0.0): - ''' - Python 2 implementation of Python 3.5 math.isclose() - https://hg.python.org/cpython/file/tip/Modules/mathmodule.c#l1993 - ''' - # sanity check on the inputs - if rel_tol < 0 or abs_tol < 0: - raise ValueError("tolerances must be non-negative") - - # short circuit exact equality -- needed to catch two infinities of - # the same sign. And perhaps speeds things up a bit sometimes. - if a == b: - return True - - # This catches the case of two infinities of opposite sign, or - # one infinity and one finite number. Two infinities of opposite - # sign would otherwise have an infinite relative tolerance. - # Two infinities of the same sign are caught by the equality check - # above. - if math.isinf(a) or math.isinf(b): - return False - - # now do the regular computation - # this is essentially the "weak" test from the Boost library - diff = math.fabs(b - a) - result = (((diff <= math.fabs(rel_tol * b)) or - (diff <= math.fabs(rel_tol * a))) or - (diff <= abs_tol)) - return result - -# -# Compare two Python dictionary objects -# -# Input: d1 - one of the two dictionary object to be compared -# d2 - one of the two dictionary object to be compared -# -# Return: Tuple of added element set, removed element set, modified element -# set and the same element set, -# -def dict_compare(d1, d2): - d1_keys = set(d1.keys()) - d2_keys = set(d2.keys()) - intersect_keys = d1_keys.intersection(d2_keys) - added = d1_keys - d2_keys - removed = d2_keys - d1_keys - modified = dict() - for o in intersect_keys: - if d1[o][0] != d2[o][0] or \ - not isclose( d1[o][1], d2[o][1],abs_tol=0.01 ) \ - or not isclose( d1[o][2], d2[o][2]): - modified[o] = (d1[o], d2[o] ) - same = set(o for o in intersect_keys if d1[o] == d2[o]) - return added, removed, modified, same - -class TimeSlice: - """ - Description: Store one time slice data - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: Aug. 26, 2015 - Date modified: Oct. 20, 2015, Fixed bugs in mergeOld. - """ - - stationIdStrLen = 15 - stationIdLong_name = "USACE station identifer of length 15" - timeStrLen = 19 - timeUnit = "UTC" - timeLong_name = "YYYY-MM-DD_HH:mm:ss UTC" - dischargeUnit = "m^3/s" - dischargeLong_name = "Discharge.cubic_meters_per_second" - dischargeQualityUnit = "-" - dischargeQualaityLong_name = \ - "Discharge quality 0 to 100 to be scaled by 100." - - def __init__(self, time_stamp, resolution, station_time_value ): - """ - Initialize a TimeSlice object - Input: time_stamp - a time stamp - resolution - time resolution of the time slices - station_time_value - Tuple of (station, time, flow, - quality) - """ - self.centralTimeStamp = time_stamp - self.sliceTimeResolution = resolution - self.obvStationTimeValue = station_time_value - - def isEmpty( self ): - """ - Test if the time slice is empty - Return: boolean - """ - return not self.obvStationTimeValue - - def print_station_time_value( self ): - """ - Print the time slice data - """ - for e in self.obvStationTimeValue: - print( "Slice: central time: ", \ - self.centralTimeStamp.isoformat(), \ - e[ 0 ], e[ 1 ].isoformat(), e[ 2 ] ) - - def getStationIDs( self ): - """ - Get all station ids of the time slices - Return: list of station ids - """ - stationL = [] - for e in self.obvStationTimeValue: - stationL.append( list( e[ 0 ] ) ) - #stationL.append( e[ 0 ][5:] ) - for s in stationL: - if len(s) < self.stationIdStrLen: - for i in range( len(s), self.stationIdStrLen ): - s.insert(0, ' ' ) - elif len(s) > self.stationIdStrLen: - s = s[0:self.stationIdStrLen - 1] - - return stationL - - def getDischargeValues( self ): - """ - Get all stream flow values of the time slice - Return: list of flow values - """ - values = [] - for e in self.obvStationTimeValue: - values.append( e[ 2 ] ) - return values - - def getDischargeTimes( self ): - """ - Get all observation times of the time slice - Return: list of observation times - """ - obvtimes = [] - for e in self.obvStationTimeValue: - obvtimes.append( \ - list( e[ 1 ].strftime( "%Y-%m-%d_%H:%M:00" ) ) ) - return obvtimes - - def getQueryTimes( self ): - """ - Get all query times of the time slice - Return: list of query times - """ - qtimes = [] - for e in self.obvStationTimeValue: - # print 'getQueryTime: ', e[ 1 ].isoformat() - # print 'getQueryTime: ', e[ 1 ].utctimetuple() - # print 'getQueryTime: ', time.mktime( e[ 1 ].utctimetuple() ) - #qtimes.append( time.mktime( e[ 1 ].utctimetuple() ) ) - qtimes.append( calendar.timegm( e[ 1 ].utctimetuple() ) ) - return qtimes - - def getSliceNCFileName( self, suffix='usaceTimeSlice.ncdf' ): - """ - Get NetCDF file for this time slice - Return: A NetCDF filename - """ - filename = \ - self.centralTimeStamp.strftime( "%Y-%m-%d_%H:%M:00." ) + \ - str( int( self.sliceTimeResolution.days * 24 * 60 + \ - self.sliceTimeResolution.seconds // 60 ) ).zfill(2) + \ - "min." + suffix - return filename - - def getDischargeQuality( self ): - """ - Get discharge quality for this time slice - Return: A list of discharge quality - """ - dq = [] - for e in self.obvStationTimeValue: - dq.append( e[ 3 ] ) - return dq - - def toNetCDF( self, outputdir = './', suffix='usaceTimeSlice.ncdf' ): - """ - Write the time slice to a NetCDF file - Input: outputdir - the directory where to write the NetCDF - """ - - nc_fid = netCDF4.Dataset( \ - outputdir + '/' + self.getSliceNCFileName( suffix ), \ - 'w', format='NETCDF4' ) - nc_fid.createDimension( 'stationIdStrLen', self.stationIdStrLen ) - nc_fid.createDimension( 'stationIdInd', None ) - nc_fid.createDimension( 'timeStrLen', self.timeStrLen ) - stationId = nc_fid.createVariable( 'stationId', 'S1',\ - ('stationIdInd', 'stationIdStrLen') ) - stationId.setncatts( {'long_name' : \ - self.stationIdLong_name, \ - 'units' : '-'} ) - - time = nc_fid.createVariable( 'time', 'S1',\ - ('stationIdInd', 'timeStrLen' ) ) - time.setncatts( {'long_name' : self.timeLong_name, \ - 'units' : self.timeUnit} ) - - discharge = nc_fid.createVariable( 'discharge', 'f4',\ - ('stationIdInd', ) ) - discharge.setncatts( {'long_name' : \ - self.dischargeLong_name, \ - 'units' : self.dischargeUnit} ) - discharge_quality = \ - nc_fid.createVariable( 'discharge_quality', 'i2',\ - ('stationIdInd', ) ) - discharge_quality.setncatts( {'long_name' : \ - self.dischargeQualaityLong_name, \ - 'units' : self.dischargeQualityUnit, \ - 'multfactor' : '0.01' } ) - queryTime = nc_fid.createVariable( 'queryTime', 'i4',\ - ('stationIdInd', ) ) - - queryTime.setncatts( { 'units' : \ - 'seconds since 1970-01-01 00:00:00 local TZ' \ - } ) - - nc_fid.setncatts( { 'fileUpdateTimeUTC': \ - datetime.utcnow().strftime( "%Y-%m-%d_%H:%M:00" ), \ - 'sliceCenterTimeUTC' : \ - self.centralTimeStamp.strftime( "%Y-%m-%d_%H:%M:00" ),\ - 'sliceTimeResolutionMinutes' : \ - str( int( self.sliceTimeResolution.days * 24 * 60 + \ - self.sliceTimeResolution.seconds // 60 ) ).zfill(2) } ) - - #print 'discharge: ', self.getDischargeValues() - discharge[ : ] = self.getDischargeValues() - queryTime[ : ] = self.getQueryTimes() - - #stationId[ : ] = netCDF4.stringtochar( \ - # np.array( stations ) ) - stations = self.getStationIDs() - stationId[ : ] = stations - # time[ : ] = \ - # [ list( self.centralTimeStamp.strftime( "%Y-%m-%d_%H:%M:00" ) ) \ - # for i in range( len( stations ) ) ] - - time[ : ] = self.getDischargeTimes() - discharge_quality[:] = self.getDischargeQuality() - - nc_fid.close() - - @classmethod - def fromNetCDF( self, ncfilename ): - """ - Read the time slice from a NetCDF file - Input: ncfilename - the NetCDF filename - """ - nc_fid = netCDF4.Dataset( ncfilename, 'r' ) - timestamp = datetime.strptime( \ - nc_fid.getncattr( 'sliceCenterTimeUTC' ), \ - "%Y-%m-%d_%H:%M:00" ) - #print timestamp.isoformat() - - time_resol = timedelta( minutes = \ - int( nc_fid.getncattr( 'sliceTimeResolutionMinutes' ) ) ) - - stations = netCDF4.chartostring( \ - nc_fid.variables[ 'stationId'][ : ] ) - - discharge = nc_fid.variables[ 'discharge'][ : ] - - queryTime = nc_fid.variables[ 'queryTime'][ : ] - - quality = nc_fid.variables[ 'discharge_quality'][ : ] - -# for s, d, q in zip( stations, discharge, queryTime ): -# print 'USACE.' + s.rstrip(), d, \ -# datetime.utcfromtimestamp( q ).isoformat(), \ -# datetime.utcfromtimestamp( q ).tzname(), \ -# q - - -# self.centralTimeStamp = timestamp -# self.sliceTimeResolution = time_resol -# self.obvStationTimeValue = [] - stationTimeValue = [] - for s, d, q, qual in zip( stations, discharge, queryTime, quality ): - stationTimeValue.append( \ - ( s.strip(), \ - datetime.utcfromtimestamp( q ), d, qual ) ) - - nc_fid.close() - - return self( timestamp, time_resol, stationTimeValue ) - - def mergeOld( self, oldTimeSlice ): - """ - Merge data in an existing NetCDF time slice file with this one - Input: oldTimeSlice - the NetCDF filename of the existing time - slice - """ - - if self.centralTimeStamp != oldTimeSlice.centralTimeStamp or \ - self.sliceTimeResolution != oldTimeSlice.sliceTimeResolution: - raise RuntimeError( "FATAL ERROR: the two time slices "\ - " differ, not merging ..." ) - else: - - site_time_value = dict() - for e in self.obvStationTimeValue: - #print "New : ", e - site_time_value[ e[ 0 ] ] = ( e[1], e[2], e[3] ) - old_site_time_value = dict() - - for e in oldTimeSlice.obvStationTimeValue: - #print "Old : ", e - old_site_time_value[ e[ 0 ] ] = ( e[1], e[2], e[3] ) - - added, removed, modified, same = dict_compare( \ - site_time_value, old_site_time_value ) - - #if not added and not removed and not modified \ - # and len(same) == len( self.obvStationTimeValue ): - if not added and not modified : - return False - - old_site_time_value.update( site_time_value ) - - self.obvStationTimeValue = [] - - for site in old_site_time_value: - self.obvStationTimeValue.append( ( site, \ - old_site_time_value[ site ][ 0 ], \ - old_site_time_value[ site ][ 1 ], \ - old_site_time_value[ site ][ 2 ] ) ) - - return True - #print "TimeSlice: merged old time slice!" - #print self.obvStationTimeValue diff --git a/Streamflow_Scripts/ace_download/analysis/Tracer.py b/Streamflow_Scripts/ace_download/analysis/Tracer.py deleted file mode 100644 index 75d8e735..00000000 --- a/Streamflow_Scripts/ace_download/analysis/Tracer.py +++ /dev/null @@ -1,19 +0,0 @@ -############################################################################### -# Module name: Tracer -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: Create a Python Tracer object for debugging purpose # -# # -############################################################################### - -import sys, trace - -def init(): - global theTracer - theTracer = \ - trace.Trace( ignoredirs=sys.path[1:], trace=True, count=False ) diff --git a/Streamflow_Scripts/ace_download/analysis/crontab.txt b/Streamflow_Scripts/ace_download/analysis/crontab.txt deleted file mode 100644 index 1538a9f5..00000000 --- a/Streamflow_Scripts/ace_download/analysis/crontab.txt +++ /dev/null @@ -1,96 +0,0 @@ -# DO NOT EDIT THIS FILE - edit the master and reinstall. -# (/tmp/crontab.XXXXrP3mII installed on Wed Jan 20 16:11:58 2016) -# (Cron version V5.0 -- $Id: crontab.c,v 1.12 2004/01/23 18:56:42 vixie Exp $) -BASH_ENV=/u/Zhengtao.Cui/.bashrc -SHELL=/usr/bin/bash -l -# -#create time slices at every 15 minutes starting at 10 minutes of the hour -# -#10,25,40,55 * * * * /gpfs/hps/nwc/save/Zhengtao.Cui/chps-wrf-hydro/usgs_download/analysis/make_time_slice_from_usgs_waterml.py -i /gpfs/gp1/dcomdev/us007003/usgs_streamflow -o /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices > /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices.log -#10,25,40,55 * * * * /gpfs/hps/nwc/save/Zhengtao.Cui/chps-wrf-hydro/usgs_download/analysis/make_time_slice_from_usgs_waterml.py -i /gpfs/hps/nwc/noscrub/Zhengtao.Cui/usgs_flow -o /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices > /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices.log -#10,25,40,55 * * * * bsub < /gpfs/hps/nwc/save/Zhengtao.Cui/chps-wrf-hydro/usgs_download/analysis/time_slice_job_cray.bsub -10,25,40,55 * * * * $HOME/usgs_download/analysis/bsub_timeslice.bash /gpfs/hps/nwc/noscrub/Zhengtao.Cui/usgs_flow -# -# Forcing engine and wrf-hydro model run -# -30 00 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 00 -30 00 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 00 - -### create short ranging forecast. The forcing engine will wait 40 minutes (maximu) of related NCEP model results. -00 01 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 00 - -## wrapper_qpe_bias.bash update the precipitation so that we can run model analysis first. -45 00 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 00 - -# run model analysis, will assume the forcing data is always available. -00 01 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 00 - -#run Short_Range forecast. wrapper_Short_Range.sh will wait realted forcing engine to finish with 40 minutes maximum -15 01 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 00 - -#GFS data test -#run forcing_engine of GFS first. The script will wait 4 hours (maximum) of GFS model results. -00 05 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_gfs.bash 00 -#run hydro forecast with GFS forcing created above. The script will wait 4 hours (maximum) of GFS forcing data to be created by forcing engine. -10 05 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Medium_Range.sh 00 - -#CFS1 data test -#run forcing_engine of CFS1 first. The script will wait 4 hours (maximum) of CFS model results. -00 08 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_cfs1.bash 00 -#run hydro forecast with CFS1 forcing data. The script will wait 4 hours (maximum) of CFS1 forcing data to be created by forcing engine. -30 09 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Long_Range1.sh 00 - - -30 03 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 03 -30 03 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 03 -00 04 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 03 -45 03 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 03 -00 04 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 03 -15 04 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 03 - -30 06 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 06 -30 06 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 06 -00 07 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 06 -45 06 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 06 -00 07 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 06 -15 07 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 06 - -30 09 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 09 -30 09 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 09 -00 10 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 09 -45 09 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 09 -00 10 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 09 -15 10 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 09 - -30 12 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 12 -30 12 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 12 -00 13 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 12 -45 12 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 12 -00 13 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 12 -15 13 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 12 - -30 15 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 15 -30 15 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 15 -00 16 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 15 -45 15 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 15 -00 16 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 15 -15 16 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 15 - -30 18 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 18 -30 18 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 18 -00 19 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 18 -45 18 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 18 -00 19 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 18 -15 19 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 18 - -30 21 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 21 -30 21 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 21 -00 22 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 21 -45 21 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 21 -00 22 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 21 -15 22 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 21 - - -# -10 5 * * 1,4 find /gpfs/hps/ptmp/Zhengtao.Cui -print0 | xargs -0 touch - diff --git a/Streamflow_Scripts/ace_download/analysis/make_time_slice_from_ace.py b/Streamflow_Scripts/ace_download/analysis/make_time_slice_from_ace.py deleted file mode 100644 index c5161f30..00000000 --- a/Streamflow_Scripts/ace_download/analysis/make_time_slice_from_ace.py +++ /dev/null @@ -1,157 +0,0 @@ -#! /usr/bin/env python -############################################################################### -# File name: make_time_slice_from_ace.py # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 5/30/2019 # -# # -# Description: The driver to create NetCDF time slice files from Army Crops # -# of Engineers real-time observations # -# # -# 12/11/2024 OWP Update code to use JSON file instead of XML # -# # -############################################################################### - -import os, sys, time, urllib, getopt -import logging -from string import * -import xml.etree.ElementTree as etree -from datetime import datetime, timedelta -from TimeSlice import TimeSlice -from Observation import Observation, All_Observations -from CWMS_Sites import CWMS_Sites -from ACE_Observation import ACE_Observation -from EmptyDirOrFileException import EmptyDirOrFileException -#import Tracer - -""" - The driver to parse downloaded ACE JSON observations and - create time slices and write to NetCDF files - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: May 30, 2019 -""" -def main(argv): - """ - function to get input arguments - """ - inputdir = '' - try: - opts, args = getopt.getopt(argv,"hi:o:s:",["idir=", "odir=", "sites="]) - except getopt.GetoptError: - print( 'make_time_slice_from_ace.py -i -o -s ' ) - sys.exit(2) - for opt, arg in opts: - if opt == '-h': - print( \ - 'make_time_slice_from_ace.py -i -o -s ' ) - sys.exit() - elif opt in ('-i', "--idir"): - inputdir = arg - if not os.path.exists( inputdir ): - raise RuntimeError( 'FATAL ERROR: inputdir ' + \ - inputdir + ' does not exist!' ) - elif opt in ('-o', "--odir" ): - outputdir = arg - if not os.path.exists( outputdir ): - raise RuntimeError( 'FATAL ERROR: outputdir ' + \ - outputdir + ' does not exist!' ) - elif opt in ('-s', "--sites" ): - sitefile = arg - if not os.path.exists( sitefile ): - raise RuntimeError( 'FATAL ERROR: sitefile ' + \ - sitefile + ' does not exist!' ) - - return (inputdir, outputdir, sitefile) - -t0 = time.time() - -logging.basicConfig(format=\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s',\ - level=logging.INFO) -logger = logging.getLogger(__name__) -formatter = logging.Formatter(\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s') -#logger.setFormatter(formatter) -logger.info( "System Path: " + str( sys.path ) ) - -if __name__ == "__main__": - try: - odir = main(sys.argv[1:]) - except Exception as e: - logger.error("Failed to get program options.", exc_info=True) - -indir = odir[0] -outdir = odir[1] -sitefile = odir[2] -logger.info( 'Input dir is "' + indir + '"') -logger.info( 'Output dir is "' + outdir + '"') -logger.info( 'Site file is "' + sitefile + '"') - -# -# Load ACE observed JSON discharge data -# - -try: - sites=CWMS_Sites( sitefile ) - - obvs = [] - - if not os.path.isdir( indir ): - raise RuntimeError( "FATAL ERROR: " + indir + \ - " is not a directory or does not exist. ") - - for file in os.listdir( indir ): - # Process json file if file size is greater than 2 bytes (not empty) - if file.endswith( ".json" ) and os.path.getsize(indir+"/"+file) > 2: - logger.info( 'Reading ' + indir + '/' + file + ' ... ' ) - try: - obvs.append( ACE_Observation( \ - indir + '/' + file, sites ) ) - except Exception as e: - logger.warning( repr( e ), exc_info=True ) - continue - else: - logger.warning('Skip ' + indir + '/' + file + ' because file is empty (2 bytes filesize).\n') - - if not obvs: - raise EmptyDirOrFileException( "Input directory " + indir + \ - " has no USACE json files or the json files are empty!") - - allobvs = All_Observations( obvs ) - -except EmptyDirOrFileException as e: - logger.warning( str(e), exc_info=True) - sys.exit(0) - -except Exception as e: - logger.error("Failed to load USACE JSON files: " + str(e), exc_info=True) - sys.exit(3) - - -logger.info( 'Earliest time in USACE JSON: ' + \ - allobvs.timePeriodForAll()[0].isoformat() ) -logger.info( 'Latest time in USACE JSON: ' + \ - allobvs.timePeriodForAll()[1].isoformat() ) - -# -# Create time slices from loaded observations -# -# Set time resolution to 15 minutes -# and -# Write time slices to NetCDF files -# -try: - timeslices = allobvs.makeAllTimeSlices( timedelta( minutes = 15 ), \ - outdir, 'usaceTimeSlice.ncdf' ) -except Exception as e: - logger.error("Failed to make time slices: " + str(e), exc_info=True) - logger.error("Input dir = " + indir, exc_info=True) - sys.exit(4) - -logger.info( "Total number of timeslices: " + str( timeslices ) ) -logger.info( "Program finished in: " + \ - "{0:.1f}".format( (time.time() - t0) / 60.0 ) + \ - " minutes" ) diff --git a/Streamflow_Scripts/ace_download/analysis/nwmcopy.sh b/Streamflow_Scripts/ace_download/analysis/nwmcopy.sh deleted file mode 100644 index 90a5072c..00000000 --- a/Streamflow_Scripts/ace_download/analysis/nwmcopy.sh +++ /dev/null @@ -1,129 +0,0 @@ -#!/usr/bin/env bash - -############################################################################### -# Program Name: nwmcopy.sh # -# # -# Author(s)/Contact(s): NWC # -# # -# copy files to and from the $COM and $DBN alert directories # -# # -# Input: directory in $COM # -# # -# Output: files # -# # -# For non-fatal errors output is witten to $DATA/LOGS # -# # -# Origination Jun, 2019 # -# OWP Dec, 2021 Port to WCOSS2 # -# # -############################################################################### -# --------------------------------------------------------------------------- # - -####################################### -# nwm_copy and nwm_postcopy utilize -# multiple cores to speed up file copying -####################################### -function nwm_copy () { - msg="Begin copying file at `date`" - postmsg "${pgmout}" "${msg}" - - dir=$1 - fourcyclesago=$($NDATE -4 ${PDY}${cyc}) - echo "#!/usr/bin/env bash" > $DATA/nwmcopyscript - for file in $COMIN/${dir}/* - do - test -f "$file" || continue - filedatetime=$(basename $file | cut -c1-4 )$(basename $file | cut -c6-7 )$(basename $file | cut -c9-10)$(basename $file | cut -c12-13 ) - # - # Copy only files of the past 4 hours - # - if [ $fourcyclesago -le $filedatetime ]; then - echo "cpfs $file $DATA/$(basename $file)" >> $DATA/nwmcopyscript - fi - done - - # - # Previous day - # - if [ ${cyc} -le 4 ]; then - for file in $COMINm1/${dir}/* - do - test -f "$file" || continue - filedatetime=$(basename $file | cut -c1-4 )$(basename $file | cut -c6-7 )$(basename $file | cut -c9-10)$(basename $file | cut -c12-13 ) - # - # Copy only files of the past 4 hours - # - if [ $fourcyclesago -le $filedatetime ]; then - echo "cpfs $file $DATA/$(basename $file)" >> $DATA/nwmcopyscript - fi - done - fi - - chmod 755 $DATA/nwmcopyscript - - #aprun -j1 -n$((NODES*NCORES)) -N${NCORES} cfp $DATA/nwmcopyscript - ${CFPCOMMAND} $DATA/nwmcopyscript - export err=$?; err_chk - - msg="Ending copy file at `date`" - postmsg "$pgmout" "$msg" - -} - -function nwm_postcopy () { - msg="Begin post copying file at `date`" - postmsg "${pgmout}" "${msg}" - - dir=$1 - suffix=$2 - fourcyclesago=$($NDATE -4 ${PDY}${cyc}) - echo "#!/usr/bin/env bash" > $DATA/nwmpostcopyscript - for file in $DATA/*.${suffix} - do - test -f "$file" || continue - filedatetime=$(basename $file | cut -c1-4 )$(basename $file | cut -c6-7 )$(basename $file | cut -c9-10)$(basename $file | cut -c12-13 ) - # - # Copy only files of the past 4 hours - # - if [ $fourcyclesago -le $filedatetime ]; then - # - # NOTE: Here, we assume $COMOUT == $COMIN, otherwise, it doesn't work. - # - #export COMOUT_ROOT=${COMOUT_ROOT:-${COMROOT}/${NET}/${envir}} - export COMOUT_ROOT=${COMOUT_ROOT:-${COMROOT}/${NET}/${nwm_ver}} - Outdir=${COMOUT_ROOT}/${RUN}.$(basename $file | cut -c1-4 )$(basename \ - $file | cut -c6-7 )$(basename $file | cut -c9-10)/${dir} - - if [ ! -e $Outdir ]; then - mkdir -p $Outdir - fi - - copyandalert=true - - # - # if the file exists and was not changed, don't copy and alert - # - if [ -e ${Outdir}/$(basename $file) ]; then - diff ${file} ${Outdir}/$(basename $file) > /dev/null 2>&1 - if [ $? -eq 0 ]; then - copyandalert=false - fi - fi - - if [[ "$copyandalert" == true ]]; then - echo "cpfs ${file} ${Outdir}/$(basename $file); if [ "$SENDDBN" = YES ]; then $DBNROOT/bin/dbn_alert MODEL ${DBN_ALERT_TYPE} $job ${Outdir}/$(basename $file); fi" >> $DATA/nwmpostcopyscript - fi - - fi - done - - chmod 755 $DATA/nwmpostcopyscript - - #aprun -j1 -n$((NODES*NCORES)) -N${NCORES} cfp $DATA/nwmpostcopyscript - ${CFPCOMMAND} $DATA/nwmpostcopyscript - export err=$?; err_chk - - msg="Ending post copy file at `date`" - postmsg "$pgmout" "$msg" - -} diff --git a/Streamflow_Scripts/ace_download/analysis/old/CWMS_outflow_sites_263_index.csv b/Streamflow_Scripts/ace_download/analysis/old/CWMS_outflow_sites_263_index.csv deleted file mode 100644 index 174e07a3..00000000 --- a/Streamflow_Scripts/ace_download/analysis/old/CWMS_outflow_sites_263_index.csv +++ /dev/null @@ -1,255 +0,0 @@ -USACE_site_index,office,CWMS_ID,Data_type,latitude,longitude,data_Freq,name3,public_nam,long_name,descriptio,horizontal,estimate,vertical_d,timezone,county,state,nation,nearest_ci,bounding_o,location_k,location_t,name_1,Alternate,Mins,Obs_type,Elev_ft -0,SAJ,S351-Structure,Flow,26.69722,-80.71389,Inst, , , , ,WGS84,Unknown County or County N/A,FL,UNITED STATES, ,SAJ,SITE, , , , ,S351-Structure.Flow.Inst.0.0.SFWMD-db-raw, ,0,SFWMD-db-raw,0 -1,SAJ,S4-Pump,Flow,26.78944,-80.96194,Inst, , , , ,WGS84,Unknown County or County N/A,FL,UNITED STATES, ,SAJ,SITE, , , , ,S4-Pump.Flow.Inst.0.0.SFWMD-db-raw, ,0,SFWMD-db-raw,0 -2,SAJ,S135-Pump,Flow,27.08611,-80.66139,Inst, , , , ,WGS84,Unknown County or County N/A,FL,UNITED STATES, ,SAJ,SITE, , , , ,S135-Pump.Flow.Inst.1Hour.0.SFWMD-WM, ,0,SFWMD-WM,0 -3,SAJ,S133,Flow,27.20583,-80.80083,Inst, ,S-133, , ,WGS84,Unknown County or County N/A,FL,UNITED STATES, ,SAJ,SITE, , , , ,S133.Flow.Inst.1Hour.0.SFWMD-WM, ,0,SFWMD-WM,0 -4,SWF,TX00004-Gated_Total,Flow-Out,29.86861,-98.19861,Ave,CANYON LAKE-Gated_Total, , , ,WGS124,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Fischer, TX",SWF,SITE, ,TX00004-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,CANYON LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -5,SWF,TX00013-Gated_Total,Flow-Out,30.32222,-96.52556,Ave,SOMERVILLE LAKE-Gated_Total, , , ,WGS126,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Somerville, TX",SWF,SITE, ,TX00013-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,SOMERVILLE LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -6,SWF,GGLT2-Gated_Total,Flow-Out,30.6675,-97.72722,Ave,NORTH SAN GABRIEL DAM-Gated_Total, , , ,WGS100,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Georgetown, TX",SWF,SITE, ,GGLT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,GGLT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Reporting,0 -7,SWF,TX08005-Gated_Total,Flow-Out,30.69278,-97.32611,Ave,GNGT2-Gated_Total, , , ,WGS102,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Davilla, TX",SWF,SITE, ,TX08005-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,GNGT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -8,SWF,TX00015-Gated_Total,Flow-Out,30.79528,-94.18,Ave,TBLT2-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Spurger, TX",SWG,SITE, ,TX00015-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,TBLT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -9,SWF,TX00014-Gated_Total,Flow-Out,31.02222,-97.5325,Ave,STILLHOUSE-HOLLOW DAM-Gated_Total, , , ,WGS128,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Belton, TX",SWF,SITE, ,TX00014-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,STILLHOUSE-HOLLOW DAM-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -10,SWF,TX00011-Gated_Total,Flow-Out,31.06056,-94.10583,Ave,JSPT2-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Brookeland, TX",SWF,SITE, ,TX00011-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,JSPT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -11,SWF,TX00002-Gated_Total,Flow-Out,31.10611,-97.47444,Ave,BELTON LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Belton, TX",SWF,SITE, ,TX00002-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,BELTON LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -12,SAM,AL01433-Spillway,Flow,31.25916,-85.11116,Inst,Andrews-Spillway,Andrews Gated Spillway, , ,NAD83, , ,US/Eastern,Early,GA,UNITED STATES,"Coumbia, AL",SAM,OUTLET, ,AL01433-Spillway.Flow.Inst.1Hour.0.Raw-SCADA_SAM,Andrews-Spillway.Flow.Inst.1Hour.0.Raw-SCADA_SAM,0,Raw-SCADA_SAM,0 -13,SWF,TX00012-Gated_Total,Flow-Out,31.48444,-100.4814,Ave,O C FISHER DAM AND LAKE-Gated_Total, , , ,WGS120,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"San Angelo, TX",SWF,SITE, ,TX00012-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,O C FISHER DAM AND LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -14,SWF,TX00016-Gated_Total,Flow-Out,31.584,-97.202,Ave,ACTT2-Gated_Total, , , ,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Waco, TX",SWF,SITE, ,TX00016-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,ACTT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -15,SWF,TX00006-Gated_Total,Flow-Out,31.83278,-99.56056,Ave,HORDS CREEK LAKE-Gated_Total, , , ,WGS106,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Valera, TX",SWF,SITE, ,TX00006-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,HORDS CREEK LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -16,SWF,TX00017-Gated_Total,Flow-Out,31.86528,-97.37167,Ave,WHITNEY LAKE-Gated_Total, , , ,WGS132,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Laguna Park, TX",SWF,SITE, ,TX00017-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,WHITNEY LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -17,SWF,TX00009-Gated_Total,Flow-Out,31.95,-96.7,Ave,DAWT2-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Dawson, TX",SWF,SITE, ,TX00009-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,DAWT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -18,SWF,TX00010-Gated_Total,Flow-Out,31.9717,-98.4767,Ave,PCTT2-Gated_Total, , , ,WGS116,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Hasse, TX",SWF,SITE, ,TX00010-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,PCTT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -19,SWF,TX00001-Gated_Total,Flow-Out,32.25,-96.64,Ave,BARDWELL LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Bardwell, TX",SWF,SITE, ,TX00001-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,BARDWELL LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -20,SWF,GBYT2-Pump,Flow-Out,32.37417,-97.68889,Ave, , , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Granbury, TX",SWF,SITE, ,GBYT2-Pump.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI, ,0,Rev-SWF-REGI,0 -21,SAM,MS01491-Spillway,Flow-Discharge,32.4749,-88.79725,Inst,Okatibbee-Spillway,Okatibbee Spillway, , , , , ,US/Central,Lauderdale,MS,UNITED STATES,Meridian,SAM,OUTLET, ,MS01491-Spillway.Flow-Discharge.Inst.15Minutes.0.Raw-CCP,Okatibbee-Spillway.Flow-Discharge.Inst.15Minutes.0.Raw-CCP,0,Raw-CCP,0 -22,SAM,AL01422-Spillway,Flow,32.53531,-85.88785,Inst,Thurlow-Spillway,Thurlow Spillway, , , , , ,US/Central,Unknown County or County N/A,AL,UNITED STATES,Tuskegee,SAM,OUTLET, ,AL01422-Spillway.Flow.Inst.1Hour.0.Raw-APCO,Thurlow-Spillway.Flow.Inst.1Hour.0.Raw-APCO,0,Raw-APCO,0 -23,SAM,Bouldin,Flow-Out,32.58333,-86.28258,Inst, ,Bouldin (APC),Bouldin (APC), ,NAD83, , ,US/Central,Elmore,AL,UNITED STATES, ,SAM,PROJECT, ,Bouldin.Flow-Out.Inst.1Hour.0.Raw-APCO, ,0,Raw-APCO,0 -24,SWF,TX08007-Gated_Total,Flow-Out,32.645,-96.9933,Ave,JOE POOL LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Florence Hill, TX",SWF,SITE, ,TX08007-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,JOE POOL LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -25,SWF,TX00003-Gated_Total,Flow-Out,32.65056,-97.44833,Ave,BENBROOK LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Tarrant,TX,UNITED STATES,"Benbrook, TX",SWF,SITE, ,TX00003-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,BENBROOK LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -26,SAM,BartlettsFerry-Powerhouse,Flow,32.66302,-85.09085,Inst, ,BartlettsFerry Powerhouse, , , , , ,US/Eastern,Harris,GA,UNITED STATES,Columbus,SAM,TURBINE, ,BartlettsFerry-Powerhouse.Flow.Inst.1Hour.0.Raw-GPC, ,0,Raw-GPC,0 -27,SWF,CLDL1-Spillway,Flow-Out,32.70333,-93.92,Ave, ,Spillway,Spillway, , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,LA,UNITED STATES,"Mooringsport, LA",MVK,OUTLET, ,CLDL1-Spillway.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI, ,0,Rev-SWF-REGI,0 -28,MVK,D109C1B8,Flow,32.74944,-94.49861,Inst,Jferson_BigC_Bay,Big Cypress at Jefferson,"Big Cypress Bayou @ Jefferson, TX","Big Cypress Bayou @ Jefferson, TX",NAD27,FALSE,NATIVE,America/Chicago,Marion,TX,UNITED STATES, , ,SITE,Stream Gauge,D109C1B8.Flow.Inst.15Minutes.0.DCP-rev,Jferson_BigC_Bay.Flow.Inst.15Minutes.0.DCP-rev,0,DCP-rev,180 -29,SWF,FLWT2-Pump,Flow-Out,32.78917,-97.41611,Ave, , , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Sansom Park, TX",SWF,SITE, ,FLWT2-Pump.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI, ,0,Rev-SWF-REGI,0 -30,SWF,FRHT2-Pump,Flow-Out,32.8,-96.5,Ave, , , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Sunnyvale, TX",SWF,SITE, ,FRHT2-Pump.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI, ,0,Rev-SWF-REGI,0 -31,MVK,Renfroe,Flow,32.86222,-89.44333,Inst, ,"Lobutcha Creek @ Renfroe, MS","Lobutcha Creek @ Renfroe, MS","Lobutcha Creek @ Renfroe, MS",NAD27,FALSE,NATIVE,US/Central,Leake,MS, , , ,SITE, ,Renfroe.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,354 -32,SWF,TX00005-Gated_Total,Flow-Out,32.9725,-97.05611,Ave,GPVT2-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Coppell, TX",SWF,SITE, ,TX00005-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,GPVT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -33,SWF,TX00007-Gated_Total,Flow-Out,33.03179,-96.48249,Ave,LAVON LAKE-Gated_Total, , , , ,FALSE,NATIVE,Etc/GMT+6,Unknown County or County N/A,TX,UNITED STATES,"Wylie, TX",SWF,SITE, ,TX00007-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,LAVON LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -34,SWF,TX00008-Gated_Total,Flow-Out,33.06917,-96.96417,Ave,LEWISVILLE LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Lewisville, TX",SWF,SITE, ,TX00008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,LEWISVILLE LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -35,MVK,Spring Bank,Flow,33.08944,-93.85944,Inst, ,"Red River @ Spring Bank, AR","Red River @ Spring Bank, AR","Red River @ Spring Bank, AR",NAD27,FALSE,NATIVE,CST6CDT,Miller,AR, , , ,SITE,Stream Gauge,Spring Bank.Flow.Inst.30Minutes.0.DCP-rev, ,0,DCP-rev,160 -36,SAM,AL01426-Spillway,Flow,33.25306,-87.44917,Inst,Holt-Spillway,Holt Spillway, , , , , ,US/Central,Tuscaloosa,AL,UNITED STATES,Northport,SAM,OUTLET, ,AL01426-Spillway.Flow.Inst.1Hour.0.Raw-APCO,Holt-Spillway.Flow.Inst.1Hour.0.Raw-APCO,0,Raw-APCO,0 -37,SWF,TX08012-Gated_Total,Flow-Out,33.3356,-95.6361,Ave,JIM CHAPMAN LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Cooper, TX",SWF,SITE, ,TX08012-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,JIM CHAPMAN LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -38,SWF,TX08008-Gated_Total,Flow-Out,33.3567,-97.0367,Ave,RAY ROBERTS DAM-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Aubrey, TX",SWF,SITE, ,TX08008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,RAY ROBERTS DAM-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -39,SAM,AL01427-Spillway,Flow,33.45833,-87.35417,Inst,Bankhead-Spillway,Bankhead Spillway, , ,NAD27,FALSE,NATIVE,Etc/GMT+6,Tuscaloosa,AL,UNITED STATES, ,SAM,OUTLET, ,AL01427-Spillway.Flow.Inst.1Hour.0.Raw-APCO,Bankhead-Spillway.Flow.Inst.1Hour.0.Raw-APCO,0,Raw-APCO,0 -40,SAM,MS03056-Spillway,Flow,33.51816,-88.48799,Inst,Stennis-Spillway,Stennis Spillway, , , , , ,US/Central,Lowndes,MS,UNITED STATES,Columbus,SAM,OUTLET, ,MS03056-Spillway.Flow.Inst.15Minutes.0.Raw-LRIT_TTWW,Stennis-Spillway.Flow.Inst.15Minutes.0.Raw-LRIT_TTWW,0,Raw-LRIT_TTWW,0 -41,SWL,AR00536-Tailwater,Flow,33.68717,-93.96391,Inst,Millwood_Dam-Tailwater,Millwood Dam Tailwater,"Little at Millwood Dam (TW), AR","Little at Millwood Dam (TW), AR - Site collects tailwater elevation and precip data (HT,PC)",NAD83,FALSE,NATIVE,America/Chicago,Unknown County or County N/A,0,UNITED STATES,McNab,SWL,SITE, ,AR00536-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Millwood_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -42,SAM,HNHenry-Spillway,Flow,33.78394,-86.05315,Inst, ,HN Henry Spillway, , , , , ,US/Central,Calhoun,AL,UNITED STATES,Gadsden,SAM,OUTLET, ,HNHenry-Spillway.Flow.Inst.1Hour.0.Raw-APCO, ,0,Raw-APCO,0 -43,SPL,Coyote Ck-at Lower SGR,Flow,33.81,-118.0769,Inst, ,Coyote Creek, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Hawaiian Gardens, ,SITE, ,Coyote Ck-at Lower SGR.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,7 -44,SPL,Spring St-SGR in Long Beach,Flow,33.81167,-118.0911,Inst, ,Spring Street, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Hawaiian Gardens, ,SITE, ,Spring St-SGR in Long Beach.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,12 -45,SPL,Villa Park DS-Santiago Ck,Flow,33.81472,-117.765,Inst, ,Villa Park Downstream, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Orange, ,SITE, ,Villa Park DS-Santiago Ck.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,490 -46,SPL,Wardlow-LAR at Long Beach,Flow,33.8175,-118.2064,Inst, ,Wardlow, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Carson, ,SITE, ,Wardlow-LAR at Long Beach.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,12 -47,SPL,Richman Ave-Fullerton Ck blw Fullerton,Flow,33.86306,-117.9328,Inst, ,Richman Ave, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Fullerton, ,SITE, ,Richman Ave-Fullerton Ck blw Fullerton.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,125 -48,SPL,Compton Ck-at Lower LAR,Flow,33.88139,-118.2244,Inst, ,Compton Creek, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Willowbrook, ,SITE, ,Compton Ck-at Lower LAR.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,50 -49,SPL,Carbon Canyon DS-Carbon Ck,Flow,33.91333,-117.8425,Inst, ,Carbon Canyon DS, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Brea, ,SITE, ,Carbon Canyon DS-Carbon Ck.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,403 -50,SPL,Florence Ave-SGR in Downey,Flow,33.93056,-118.1067,Inst, ,Florence Avenue, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Downey, ,SITE, ,Florence Ave-SGR in Downey.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,103 -51,SPL,Stewart and Gray-Rio Hondo blw WN,Flow,33.94583,-118.1631,Inst, ,Stewart and Gray, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Bell Gardens, ,SITE, ,Stewart and Gray-Rio Hondo blw WN.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,90 -52,SPL,Firestone Blvd-LAR abv Rio Hondo,Flow,33.94889,-118.1739,Inst, ,Firestone Blvd, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Cudahy, ,SITE, ,Firestone Blvd-LAR abv Rio Hondo.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,96 -53,SPL,Ballona Ck-Marina Del Rey,Flow,33.99833,-118.4022,Inst, ,Ballona Creek, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Culver City, ,SITE, ,Ballona Ck-Marina Del Rey.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,12 -54,SPL,Parkway-SGR blw WN,Flow,34.01278,-118.0639,Inst, ,Parkway, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Pico Rivera, ,SITE, ,Parkway-SGR blw WN.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,180 -55,SPL,Alhambra W-abv WN Rio Hondo,Flow,34.05611,-118.0875,Inst, ,Alhambra Wash, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Rosemead, ,SITE, ,Alhambra W-abv WN Rio Hondo.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,240 -56,SPL,Walnut Ck-abv WN San Gabriel,Flow,34.06556,-117.9633,Inst, ,Walnut Creek, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Baldwin Park, ,SITE, ,Walnut Ck-abv WN San Gabriel.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,325 -57,SPL,Big Dalton W-abv WN San Gabriel,Flow,34.07472,-117.9636,Inst, ,Big Dalton Wash, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Baldwin Park, ,SITE, ,Big Dalton W-abv WN San Gabriel.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,335 -58,SWL,AR01201-Tailwater,Flow,34.09341,-94.38103,Inst,DeQueen_Dam-Tailwater,DeQueen Dam Tailwater,"Rolling Fork below DeQueen Dam, AR","Rolling Fork below DeQueen Dam, AR - platform collects tailwater elevation and water temp data (HT,TW)",WGS84,FALSE,NATIVE,America/Chicago,Sevier,AR,UNITED STATES,DeQueen, ,SITE, ,AR01201-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,DeQueen_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -59,SPL,Tujunga Ave-LAR blw Tujunga W,Flow,34.14111,-118.3797,Inst, ,Tujunga Avenue, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,West Hollywood, ,SITE, ,Tujunga Ave-LAR blw Tujunga W.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,550 -60,SWL,AR01202-Tailwater,Flow,34.14306,-94.095,Inst,Dierks_Dam-Tailwater,Dierks Dam Tailwater,"Saline River at Dierks Dam (TW), AR","Saline River at Dierks Dam (TW), AR - platform collects tailwater elevation and water temp data (HT,TW)",WGS84,FALSE,NATIVE,America/Chicago,Unknown County or County N/A,0,UNITED STATES,Dierks,SWL,SITE, ,AR01202-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Dierks_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -61,SWL,OK10307,Flow-Res Out,34.14306,-94.68333,Ave,BKDO2,Broken Bow Dam,"Mountain Fork at Broken Bow Dam, OK - platform collects pool","Mountain Fork at Broken Bow Dam, OK - platform collects pool elevation, tailwater elevation, and precip (HP,HT,PC)",NAD83, , ,America/Chicago,Unknown County or County N/A,OK,UNITED STATES,Broken Bow,SWT,PROJECT,Corps Reservoir,OK10307.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,07338900.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,0,Rev-Regi-Flowgroup,0 -62,SPL,Verdugo W-at LAR abv Arroyo Seco,Flow,34.15611,-118.2739,Inst, ,Verdugo Wash, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Burbank, ,SITE, ,Verdugo W-at LAR abv Arroyo Seco.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,470 -63,SWL,AR01200-Tailwater,Flow,34.20149,-94.22798,Inst,Gillham_Dam-Tailwater,Gillham Dam Tailwater,"Cossatot River at Gillham Dam (TW), AR","Cossatot River at Gillham Dam, AR - platform collects tailwater elevation and water temp data (HT,TW)", ,FALSE,NATIVE,America/Chicago,Howard,AR,UNITED STATES,Gillham,SWL,SITE, ,AR01200-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Gillham_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -64,SPL,CA10004-abv Hansen,Flow,34.26056,-118.2775,Inst,Haines Cnyn-abv Hansen,Haines Canyon Debris Basin, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,La Crescenta-Montrose, ,PROJECT, ,CA10004-abv Hansen.Flow.Inst.~15Minutes.0.GOES-rev,Haines Cnyn-abv Hansen.Flow.Inst.~15Minutes.0.GOES-rev,0,GOES-rev,2183 -65,SPL,CA10019,Flow,34.26056,-118.3861,Inst,Hansen,Hansen Dam, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,San Fernando, ,PROJECT, ,CA10019.Flow.Inst.~15Minutes.0.GOES-rev,Hansen.Flow.Inst.~15Minutes.0.GOES-rev,0,GOES-rev,990 -66,SPL,Hansen,Flow,34.26056,-118.3861,Inst,CA10019,Hansen Dam, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,San Fernando, ,PROJECT, ,Hansen.Flow.Inst.~15Minutes.0.GOES-rev,CA10019.Flow.Inst.~15Minutes.0.GOES-rev,0,GOES-rev,990 -67,MVK,Langley,Flow,34.31184,-93.89976,Inst, ,Langley,"Little Missouri River @ Langley, AR","Little Missouri River @ Langley, AR",NAD83,FALSE,NATIVE,Etc/GMT+6,Pike,AR,UNITED STATES, , ,SITE,Stream Gauge,Langley.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,727 -68,SAM,MS03604-Spillway,Flow,34.4634,-88.36497,Inst,Montgomery-Spillway,Montgomery Spillway, , ,NAD83,FALSE,NATIVE,US/Central,Itawamba,MS,UNITED STATES,Corinth,SAM,OUTLET, ,MS03604-Spillway.Flow.Inst.1Hour.0.Raw-LRIT_TTWW,Montgomery-Spillway.Flow.Inst.1Hour.0.Raw-LRIT_TTWW,0,Raw-LRIT_TTWW,340 -69,SAM,GA00821-Spillway,Flow,34.61397,-84.67105,Inst,Carters-Spillway,Carters Emergency Spillway, , ,NAD27,FALSE,NATIVE,US/Central,Murray,GA,UNITED STATES,"Carters, GA",SAM,OUTLET, ,GA00821-Spillway.Flow.Inst.1Hour.0.Raw-SCADA_SAM,Carters-Spillway.Flow.Inst.1Hour.0.Raw-SCADA_SAM,0,Raw-SCADA_SAM,0 -70,MVK,MS01496-Spillway,Flow,34.75722,-90.12444,Inst,Arkabutla Lake-Spillway,Spillway,Spillway,"300 foot concrete emergency Spillway, crest elevation 238.3 ft",NAD83,FALSE,NATIVE,CST6CDT,Tate,MS,UNITED STATES, , ,OUTLET, ,MS01496-Spillway.Flow.Inst.1Hour.0.Spillway Flow,Arkabutla Lake-Spillway.Flow.Inst.1Hour.0.Spillway Flow,0,Spillway Flow,0 -71,SWL,AR00158-Tailwater,Flow,34.95183,-93.15253,Inst,Nimrod_Dam-Tailwater,Nimrod Dam Tailwater,"Fourche LaFave River at Nimrod Dam (TW), AR","Fourche LaFave River at Nimrod Dam, AR - platform collects tailwater elevation data (HT)",NAD83,FALSE,NATIVE,America/Chicago,Perry,AR,UNITED STATES,Hollis,SWL,SITE, ,AR00158-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Nimrod_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -72,SPL,CA10197,Flow,34.98417,-120.3228,Inst,Twitchell,Twitchell Dam, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Arroyo Grande, ,PROJECT, ,CA10197.Flow.Inst.1Hour.0.GOES-rev,Twitchell.Flow.Inst.1Hour.0.GOES-rev,0,GOES-rev,692 -73,LRN,PICT1-PICKWICK,Flow,35.07083,-88.25111,Ave, ,Pickwick Lock & Dam,Pickwick, ,NAD83, , ,US/Central,Hardin,TN,UNITED STATES,Counce, ,SITE,Reservoir,PICT1-PICKWICK.Flow.Ave.1Hour.1Hour.tva-raw, ,0,tva-raw,0 -74,SWL,AR00157-Tailwater,Flow,35.1047,-93.6314,Inst,Blue_Mtn_Dam-Tailwater,Blue Mountain Dam Tailwater,"Petit Jean River at Blue Mountain Dam Tailwater, AR","Petit Jean River at Blue Mountain Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",NAD83,FALSE,NATIVE,US/Central,Yell,AR,UNITED STATES,Waveland,SWL,SITE, ,AR00157-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Blue_Mtn_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -75,SWT,CORD,Flow,35.29111,-98.83639,Inst,AE0050C0,"Washita River, nr Cordell 9E","Washita River, nr Cordell 9E","Washita River, nr Cordell 9E",NAD83, , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Cordell, OK",SWT,SITE, ,CORD.Flow.Inst.15Minutes.0.Ccp-Rev,AE0050C0.Flow.Inst.15Minutes.0.Ccp-Rev,0,Ccp-Rev,0 -76,SWL,OZGA4-Tailwater,Flow,35.46977,-93.81382,Inst,AR00164-Tailwater,Lock & Dam 12 - Tailwater,"Arkansas River at Lock & Dam 12 (Ozark) Tailwater, AR","Arkansas River at Lock & Dam 12 (Ozark) Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",NAD83,FALSE,NATIVE,America/Chicago,Franklin,AR,UNITED STATES,"Ozark, AR",SWL,SITE, ,OZGA4-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,AR00164-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -77,SWL,LD12_Ozark,Flow-RelTotal,35.47333,-93.81,Inst,AR00164,Ozark Lock & Dam 12,"Arkansas River at Lock & Dam 12 (Ozark), AR","Arkansas River at Lock & Dam 12 (Ozark), AR - platform collects upstream and downstream elevation, nonpower release, power release, generation, and gate opening data.",NAD83,FALSE,NATIVE,America/Chicago,Unknown County or County N/A,AR,UNITED STATES,"Ozark, AR",SWL,PROJECT,RoR Project,LD12_Ozark.Flow-RelTotal.Inst.1Hour.0.CCP-Comp,AR00164.Flow-RelTotal.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -78,LRN,DBLT1-BigRockCr-nrDoubleBridgesTN,Flow,35.50444,-86.76861,Ave, ,Big Rock Cr @ Double Bridges TN,Big Rock Creek at Double Bridges TN, ,NAD83, , ,US/Central,Marshall,TN,UNITED STATES,Double Springs, ,SITE,Stream Gauge,DBLT1-BigRockCr-nrDoubleBridgesTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -79,SWL,GRRA4-Tailwater,Flow,35.51941,-91.99532,Inst,AR00173-Tailwater,Greers Ferry Dam - Tailwater,"Little Red River at Greers Ferry Dam Tailwater, AR","Little Red River at Greers Ferry Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",WGS84,FALSE,NATIVE,America/Chicago,Cleburne,AR,UNITED STATES,Heber Springs,SWL,SITE, ,GRRA4-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,AR00173-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -80,LRN,MLTT1-DuckR-abvMilltownTN,Flow,35.57639,-86.77889,Ave, ,Duck River abv Milltown TN,Duck River above Milltown TN near Lewisburg TN, ,NAD83, , ,US/Central,Marshall,TN,UNITED STATES,Milltown, ,SITE,Stream Gauge,MLTT1-DuckR-abvMilltownTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -81,SPK,ISB ISBQ-Lake Isabella Outflow-Kern,Flow,35.63972,-118.4994,Ave, ,Lk Isabella-Kern R, ,ISB - Lk Isabella Main Dam Outflow to the Kern River, ,FALSE,NATIVE,US/Pacific,Kern,CA,UNITED STATES,"Lake Isabella, CA",SPK,SITE, ,ISB ISBQ-Lake Isabella Outflow-Kern.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,2446 -82,SPK,CA10106-Lake Isabella Pool-Kern,Flow-Spill,35.64667,-118.4781,Inst,ISB ISBP-Lake Isabella Pool-Kern,Lk Isabella-Pool,Isabella Pool,ISB - Lake Isabella Pool Elevation Station @ Main Dam,WGS84,FALSE,NATIVE,US/Pacific,Kern,CA,UNITED STATES, ,SPK,SITE,Corps Reservoir,CA10106-Lake Isabella Pool-Kern.Flow-Spill.Inst.1Hour.0.Calc-val,ISB ISBP-Lake Isabella Pool-Kern.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,2835 -83,LRN,GRTT1-GREAT_FALLS,Flow,35.80806,-85.63361,Ave, ,Rock Island TN,Great Falls Dam Near Rock Island, ,NAD83, , ,US/Central,Warren,TN,UNITED STATES,Rock Island, ,SITE,Reservoir,GRTT1-GREAT_FALLS.Flow.Ave.1Hour.1Hour.tva-raw, ,0,tva-raw,0 -84,LRN,VERT1-PineyR-VernonTN,Flow,35.87111,-87.50139,Ave, ,Piney River @ Vernon TN,Piney River At Vernon, ,NAD83, , ,US/Central,Hickman,TN,UNITED STATES,Vernon, ,SITE,Stream Gauge,VERT1-PineyR-VernonTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -85,LRN,MUGT1-WFkStonesR-MurfreesboroTN,Flow,35.9025,-86.42861,Ave, ,WF Stones R nr Murfreesboro TN,West Fork Stones River Near Murfreesboro TN, ,NAD83,FALSE,NATIVE,US/Central,Rutherford,TN,UNITED STATES,Murfreesboro, ,SITE,Stream Gauge,MUGT1-WFkStonesR-MurfreesboroTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,515 -86,LRN,HBFT1-HarpethR-blwFranklinTN,Flow,35.94806,-86.88167,Ave, ,Harpeth River blw Franklin TN,Harpeth River Below Franklin TN, ,NAD83, , ,US/Central,Williamson,TN,UNITED STATES,Franklin, ,SITE,Stream Gauge,HBFT1-HarpethR-blwFranklinTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -87,SPK,SCC SCCQ-Success Lake Outflow-Tule,Flow,36.05639,-118.9228,Ave, ,Success Lk-Tule R, ,SCC - Success Lk Outflow to the Tule River, ,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Worth, CA",SPK,SITE, ,SCC SCCQ-Success Lake Outflow-Tule.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,536 -88,SPK,CA10113,Flow-Spill,36.06111,-118.9217,Inst,SCC SCCP-Success Lake Pool-Tule,Success Lk-Pool,Success Lake / Dam,SCC - Success Lk Pool Elevation Station, ,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Worth, CA",SPK,SITE, ,CA10113.Flow-Spill.Inst.1Hour.0.Calc-val,SCC SCCP-Success Lake Pool-Tule.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,692 -89,LRN,ANTT1-MillCr-AntiochTN,Flow,36.08167,-86.68083,Ave,3431000-MillCr-AntiochTN,Mill Creek @ Antioch TN,Mill Creek At Antioch TN, ,NAD83,FALSE,NATIVE,US/Central,Davidson,TN,UNITED STATES,Antioch, ,SITE,Stream Gauge,ANTT1-MillCr-AntiochTN.Flow.Ave.~1Day.1Day.dcp-rev,3431000-MillCr-AntiochTN.Flow.Ave.~1Day.1Day.dcp-rev,0,dcp-rev,473 -90,LRN,CETT1-CENTER_HILL,Flow-Orifice,36.0976,-85.82612,Ave, ,Center Hill Dam Tailwater,Center Hill Dam Tailwater, ,NAD83, , ,US/Central,De Kalb,TN,UNITED STATES,Cookeville, ,SITE,Tailwater,CETT1-CENTER_HILL.Flow-Orifice.Ave.1Hour.1Hour.man-raw, ,0,man-raw,0 -91,LRN,CEN,Flow,36.09763,-85.82672,Inst,CEHT1,Center Hill Dam,Center Hill Dam, ,NAD83, , ,US/Central,De Kalb,TN,UNITED STATES,Gordonsville, ,PROJECT,Corps Reservoir,CEN.Flow.Inst.15Minutes.0.DCP-rev,01114500.Flow.Inst.15Minutes.0.DCP-rev,0,DCP-rev,0 -92,SWF,KEYS,Flow-Res Out,36.15139,-96.25139,Ave, ,KEYS,KEYS,ARKANSAS RIVER AT KEYSTONE DAM, , , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Sand Springs, OK",SWT,SITE,stream,KEYS.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,07164200.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,0,Rev-Regi-Flowgroup,0 -93,SWT,BISO,Flow,36.18861,-97.96194,Inst,BTCO2,"Turkey Creek nr Bison, OK","Turkey Creek nr Bison, OK","Turkey Creek nr Bison, OK",NAD83, , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Bison, OK",SWT,SITE, ,BISO.Flow.Inst.15Minutes.0.Ccp-Rev,BTCO2.Flow.Inst.15Minutes.0.Ccp-Rev,0,Ccp-Rev,0 -94,SWT,AMES,Flow,36.21861,-98.25445,Inst,AE011130,Cimarron River nr Ames 4SW,Cimarron River nr Ames 4SW,Cimarron River nr Ames 4SW,NAD83, , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Ames, OK",SWT,SITE, ,AMES.Flow.Inst.1Hour.0.Ccp-Rev,AE011130.Flow.Inst.1Hour.0.Ccp-Rev,0,Ccp-Rev,0 -95,LRN,LBST1-SpringCr-LebanonTN,Flow,36.22167,-86.23694,Ave, ,Spring Creek nr Lebanon TN,Spring Creek nr Lebanon TN, ,NAD83,FALSE,NATIVE,US/Central,Wilson,TN,UNITED STATES,Lebanon, ,SITE,Stream Gauge,LBST1-SpringCr-LebanonTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,500 -96,SWL,NFDA4-Tailwater,Flow,36.2468,-92.24106,Inst,AR00159-Tailwater,Norfork Dam - Tailwater,"North Fork River at Norfork Dam Tailwater, AR","North Fork River at Norfork Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HP)",WGS84,FALSE,NATIVE,America/Chicago,Baxter,AR,UNITED STATES,Norfork,SWL,SITE, ,NFDA4-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,AR00159-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -97,LRN,CTHT1-CumberlandR-CarthageTN,Flow,36.2475,-85.95639,Ave, ,Cumberland R @ Carthage TN,Cumberland River At Carthage TN, ,NAD83,FALSE,NATIVE,US/Central,Smith,TN,UNITED STATES,Carthage, ,SITE,Stream Gauge,CTHT1-CumberlandR-CarthageTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,438 -98,LRN,CORDELL_HULL-Spillway,Flow,36.29034,-85.94354,Total, ,Cordell Hull Spillway Gates,Cordell Hull Lock and Dam Spillway Gates, ,NAD83,FALSE,NATIVE,US/Central,Smith,TN,UNITED STATES,Carthage, ,OUTLET,Spillway,CORDELL_HULL-Spillway.Flow.Total.15Minutes.15Minutes.dcp-rev, ,0,dcp-rev,424 -99,LRN,OHIT1-OLD_HICKORY,Flow-Spillway,36.29722,-86.65889,Ave, ,Old Hickory Dam Tailwater,Old Hickory Dam Tailwater, ,NAD83,FALSE,NATIVE,US/Central,Davidson,TN,UNITED STATES,Hendersonville, ,SITE,Tailwater,OHIT1-OLD_HICKORY.Flow-Spillway.Ave.1Hour.1Hour.man-raw, ,0,man-raw,0 -100,SPK,TRM CRS-Cross Cr at Houston-Kaweah,Flow,36.29861,-119.5483,Ave, ,Lk Kaweah-Cross Cr, ,TRM - Cross Cr @ Houston, ,FALSE,NATIVE,US/Pacific,Kings,CA,UNITED STATES,"Hanford, CA",SPK,SITE, ,TRM CRS-Cross Cr at Houston-Kaweah.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,250 -101,LRN,ASHT1-CHEATHAM,Flow-Spillway,36.32042,-87.22542,Ave,3435000-CHEATHAM,Cheatham Dam Tailwater,Cheatham Dam Tailwater, ,NAD83,FALSE,NATIVE,US/Central,Cheatham,TN,UNITED STATES,Ashland City, ,SITE,Reservoir,ASHT1-CHEATHAM.Flow-Spillway.Ave.1Hour.1Hour.man-raw,3435000-CHEATHAM.Flow-Spillway.Ave.1Hour.1Hour.man-raw,0,man-raw,350 -102,SPK,TRM YKL-Yokohl Cr at Garcia Br-Kaweah,Flow,36.32694,-119.0808,Ave, ,Lk Kaweah--Yokohl Cr, ,TRM - Yokohl Cr nr Lemoncove, ,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Lindcove, CA",SPK,SITE, ,TRM YKL-Yokohl Cr at Garcia Br-Kaweah.Flow.Ave.~1Day.1Day.Calc-val, ,0,Calc-val,430 -103,SWL,AR00160-Tailwater,Flow,36.36482,-92.57854,Inst,BSGA4-Tailwater,Bull Shoals Dam - Tailwater,"White R at Bull Shoals Dam Tailwater, AR","White R at Bull Shoals Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",WGS84,FALSE,NATIVE,America/Chicago,Marion,AR,UNITED STATES,Flippin,SWL,SITE, ,AR00160-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,BSGA4-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -104,SPK,PNF AMW-Army Weir-Kings,Flow,36.38639,-119.7869,Ave, ,Pineflat Lk-Army Weir, ,PNF - Army Weir on the Kings nr Lemoore, ,FALSE,NATIVE,US/Pacific,Kings,CA,UNITED STATES,"Camden, CA",SPK,SITE, ,PNF AMW-Army Weir-Kings.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,230 -105,SPK,TRM TRMQ-Lake Kaweah Outflow-Kaweah,Flow,36.41389,-119.0125,Ave, ,Lk Kaweah-Kaweah R, ,TRM - Terminus Dam Outflow to the Kaweah River, ,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Lemoncove, CA",SPK,SITE, ,TRM TRMQ-Lake Kaweah Outflow-Kaweah.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,496 -106,SPK,CA10114,Flow-Spill,36.41472,-119.0019,Inst,TRM TRMP-Lake Kaweah Pool-Kaweah,Lk Kaweah-Pool,TERMINUS LAKE / DAM,TRM - Lake Kaweah Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Lemoncove, CA",SPK,SITE, ,CA10114.Flow-Spill.Inst.1Hour.0.Calc-val,TRM TRMP-Lake Kaweah Pool-Kaweah.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,752 -107,LRN,BLCT1-BledsoeCr-GallatinTN,Flow,36.42278,-86.34944,Ave, ,Bledsoe Creek @ Rogana TN,Bledsoe Creek At Rogana TN, ,NAD83,FALSE,NATIVE,US/Central,Sumner,TN,UNITED STATES,Gallatin, ,SITE,Stream Gauge,BLCT1-BledsoeCr-GallatinTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,458 -108,LRN,JNCT1-JenningsCr-WhitleyvilleTN,Flow,36.44028,-85.67472,Ave, ,Jennings Cr nr Whitleyville TN,Jennings Creek Near Whitleyville TN, ,NAD83,FALSE,NATIVE,US/Central,Jackson,TN,UNITED STATES,Whitleyville, ,SITE,Stream Gauge,JNCT1-JenningsCr-WhitleyvilleTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,500 -109,LRN,PORT1-RedR-PortRoyalTN,Flow,36.55389,-87.14222,Ave, ,Red River @ Port Royal TN,Red River At Port Royal TN, ,NAD83, , ,US/Central,Montgomery,TN,UNITED STATES,Port Royal, ,SITE,Stream Gauge,PORT1-RedR-PortRoyalTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -110,LRN,CLAT1-CumberlandR-CelinaTN,Flow,36.55444,-85.51556,Ave,3417500-CumberlandR-CelinaTN,Cumberland R @ Celina TN,Cumberland River At Celina TN, ,NAD83,FALSE,NATIVE,US/Central,Clay,TN,UNITED STATES,Celina, ,SITE,Stream Gauge,CLAT1-CumberlandR-CelinaTN.Flow.Ave.~1Day.1Day.dcp-rev,3417500-CumberlandR-CelinaTN.Flow.Ave.~1Day.1Day.dcp-rev,0,dcp-rev,489 -111,LRN,WLBK2-CumberlandR-WilliamsburgKY,Flow,36.74361,-84.15639,Ave, ,Cumberland R @ Williamsburg KY,Cumberland River At Williamsburg KY, ,NAD83,FALSE,NATIVE,US/Eastern,Whitley,KY,UNITED STATES,Williamsburg, ,SITE,Stream Gauge,WLBK2-CumberlandR-WilliamsburgKY.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,892 -112,LRN,PVLK2-CumberlandR-PinevilleKY,Flow,36.76444,-83.6925,Ave, ,Cumberland R nr Pineville KY,Cumberland River Near Pineville KY, ,NAD83,FALSE,NATIVE,US/Eastern,Bell,KY,UNITED STATES,Pineville, ,SITE,Stream Gauge,PVLK2-CumberlandR-PinevilleKY.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,970 -113,SWT,CHIB,Flow,36.77139,-95.50389,Inst,CBCO2,"Big Creek near Childers, OK","Big Creek near Childers, OK","Big Creek near Childers, OK",NAD83, , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Delaware, OK",SWT,SITE, ,CHIB.Flow.Inst.15Minutes.0.Ccp-Rev,CBCO2.Flow.Inst.15Minutes.0.Ccp-Rev,0,Ccp-Rev,0 -114,LRN,CDZK2-LittleR-CadizKY,Flow,36.77778,-87.72167,Ave,3438000-LittleR-CadizKY,Little River nr Cadiz KY,Little River Near Cadiz KY, ,NAD83,FALSE,NATIVE,US/Central,Trigg,KY,UNITED STATES,Cadiz, ,SITE,Stream Gauge,CDZK2-LittleR-CadizKY.Flow.Ave.~1Day.1Day.dcp-rev,3438000-LittleR-CadizKY.Flow.Ave.~1Day.1Day.dcp-rev,0,dcp-rev,391 -115,MVS,Fisk-St Francis,Flow,36.78058,-90.2021,Inst,SFFI,Fisk,Fisk-St Francis,St. Francis River at Fisk,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,MO,UNITED STATES, ,MVS,STREAM_LOCATION, ,Fisk-St Francis.Flow.Inst.1Hour.0.RatingCOE,SFFI.Flow.Inst.1Hour.0.RatingCOE,0,RatingCOE,307 -116,LRN,BRKK2-CumberlandR-BurkesvilleKY,Flow,36.7875,-85.36528,Ave, ,Cumberland R @ Burkesville KY,Cumberland River At Burkesville KY, ,NAD83, , ,US/Central,Cumberland,KY,UNITED STATES,Burkesville, ,SITE,Stream Gauge,BRKK2-CumberlandR-BurkesvilleKY.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -117,LRN,MTCK2-BeaverCr-MonticelloKY,Flow,36.7975,-84.89611,Ave, ,Beaver Creek nr Monticello KY,Beaver Creek Near Monticello KY, ,NAD83, , ,US/Central,Wayne,KY,UNITED STATES,Monticello, ,SITE,Stream Gauge,MTCK2-BeaverCr-MonticelloKY.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -118,SPK,PNF PNFQ-Pine Flat Lake Outflow-Kings,Flow,36.83056,-119.3353,Ave, ,Pineflat Lk-Kings R, ,PNF - Pineflat Lk Outflow to the Kings River,WGS84,FALSE,NATIVE,US/Pacific,Fresno,CA,UNITED STATES,"Trimmer, CA",SPK,SITE,Stream Gauge,PNF PNFQ-Pine Flat Lake Outflow-Kings.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,560 -119,LRN,CFAK2-CumberlandR-CumberlandFallsKY,Flow,36.83583,-84.34139,Ave,3404500-CumberlandR-CumberlandFallsKY,Cumb R Cumberland Falls KY,Cumberland River at Cumberland Falls KY, ,NAD83,FALSE,NATIVE,US/Eastern,Whitley,KY,UNITED STATES,Greenwood, ,SITE,Stream Gauge,CFAK2-CumberlandR-CumberlandFallsKY.Flow.Ave.~1Day.1Day.dcp-rev,3404500-CumberlandR-CumberlandFallsKY.Flow.Ave.~1Day.1Day.dcp-rev,0,dcp-rev,825 -120,LRN,BARKLEY-Spillway,Flow,37.02085,-88.22351,Total, ,Barkley Lock and Dam Spillway,Barkley Lock and Dam Spillway Gates, ,NAD83,FALSE,NATIVE,US/Central,Lyon,KY,UNITED STATES,Grand Rivers, ,OUTLET,Spillway,BARKLEY-Spillway.Flow.Total.15Minutes.15Minutes.dcp-rev, ,0,dcp-rev,230 -121,LRN,BAR,Flow,37.02168,-88.22105,Inst,BAHK2,Barkley Lock & Dam,Barkley Lock & Dam to Cheatham Lock & Dam Drainage Area,"This basin represents the uncontrolled drainage area between Barkley Lock & Dam, Cheatham Lock & Dam, and includes the Red River drainage area.",NAD83, , ,US/Central,Lyon,KY,UNITED STATES,Grand Rivers, ,PROJECT,Corps Reservoir,BAR.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,0 -122,SWT,CAME,Flow,37.07778,-96.85194,Inst,CAMK1,Grouse Creek nr Cameron KS,Grouse Creek nr Cameron KS,Grouse Creek nr Cameron KS,NAD83, , ,US/Central,Unknown County or County N/A,KS,UNITED STATES,"Silverdale, KS",SWT,SITE, ,CAME.Flow.Inst.1Hour.0.Ccp-Rev,CAMK1.Flow.Inst.1Hour.0.Ccp-Rev,0,Ccp-Rev,0 -123,SPK,HID HIDQ-Hensley Lake Outflow-Fresno,Flow,37.10389,-119.8875,Ave, ,Hensly Lk-Fresno R, ,HID - Hensley Lk Outflow to the Fresno River, ,FALSE,NATIVE,US/Pacific,Madera,CA,UNITED STATES,"Raymond, CA",SPK,SITE, ,HID HIDQ-Hensley Lake Outflow-Fresno.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,561 -124,SPK,HID HIDP-Hensley Lake Pool-Fresno,Flow-Spill,37.10944,-119.8847,Inst, ,Hensley Lk-Pool,Hensley Lake,HID - Hensley Lk Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Madera,CA,UNITED STATES,"Raymond, CA",SPK,SITE, ,HID HIDP-Hensley Lake Pool-Fresno.Flow-Spill.Inst.1Hour.0.Calc-val, ,0,Calc-val,581 -125,SWL,MO30203-Tailwater,Flow,37.12965,-90.7611,Inst,Clearwater_Dam-Tailwater,Clearwater Dam Tailwater,"Black R at Clearwater Dam Tailwater, AR","Black R at Clearwater Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",NAD83,FALSE,NATIVE,US/Central,Wayne,MO,UNITED STATES,Piedmont,SWL,SITE, ,MO30203-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Clearwater_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -126,SPK,HID FHL-Fresno R abv Hensley Lake-Fresno,Flow,37.15056,-119.8561,Ave, ,Hensly Lk-Fresno R, ,HID - Fresno River abv Hensly Lk, ,FALSE,NATIVE,US/Pacific,Madera,CA,UNITED STATES,"Raymond, CA",SPK,SITE, ,HID FHL-Fresno R abv Hensley Lake-Fresno.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,540 -127,SPK,BUCQ,Flow,37.21556,-119.9914,Ave,BUC BUCQ-Eastman Lake Outflow-Chowchilla,Eastman Lk-Chowchilla R, ,BUC - Eastman Lk Outflow to the Chowchilla River, ,FALSE,NATIVE,US/Pacific,Madera,CA, , ,SPK,SITE, ,BUCQ.Flow.Ave.1Hour.1Hour.Calc-val,BUC BUCQ-Eastman Lake Outflow-Chowchilla.Flow.Ave.1Hour.1Hour.Calc-val,0,Calc-val,450 -128,SWT,PURS,Flow,37.25889,-94.435,Inst,NSFM7,"N Fork Spring River nr Purcell,","North Fork Spring River near Purcell, MO","North Fork Spring River near Purcell, MO",NAD83,FALSE,NATIVE,US/Central,Unknown County or County N/A,MO,UNITED STATES,"Alba, MO",SWL,SITE, ,PURS.Flow.Inst.1Hour.0.Ccp-Rev,NSFM7.Flow.Inst.1Hour.0.Ccp-Rev,0,Ccp-Rev,850 -129,SPK,BUC BUCP-Eastman Lake Pool-Chowchilla,Flow-Spill,37.26667,-119.9844,Ave,BUCP,Eastman Lk-Pool,HENSLEY LAKE / HIDDEN DAM,BUC - Eastman Lk (Buchanan Dam) Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Madera,CA,UNITED STATES, ,SPK,SITE, ,BUC BUCP-Eastman Lake Pool-Chowchilla.Flow-Spill.Ave.1Hour.1Hour.Calc-val,BUCP.Flow-Spill.Ave.1Hour.1Hour.Calc-val,0,Calc-val,613 -130,SPK,MER MARQ-Mariposa Res Outflow-Mariposa Cr,Flow,37.28,-120.1628,Ave, ,Mariposa Res-Mariposa Cr, ,MER - Mariposa Dam Outflow to Mariposa Cr - Merced Group, ,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Le Grand, CA",SPK,SITE, ,MER MARQ-Mariposa Res Outflow-Mariposa Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,350 -131,SPK,CA10107-Mariposa Res Pool-Mariposa Cr,Flow-Spill,37.29333,-120.1467,Inst,MER MARP-Mariposa Res Pool-Mariposa Cr,Mariposa Res-Pool,Mariposa Pool,MER - Mariposa Reservoir Pool Elevation Station - Merced Group,WGS84,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Le Grand, CA",SPK,SITE, ,CA10107-Mariposa Res Pool-Mariposa Cr.Flow-Spill.Inst.1Hour.0.Calc-val,MER MARP-Mariposa Res Pool-Mariposa Cr.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,459 -132,SPK,MER MCK-Bear Cr at Mckee Road-Bear Cr,Flow,37.30917,-120.4456,Ave, ,Bear Res-Bear Cr@ McKee Rd, ,MER - Bear Cr @ McKee Rd - Merced Group, ,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Merced, CA",SPK,SITE, ,MER MCK-Bear Cr at Mckee Road-Bear Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,167 -133,SPK,MER OWNQ-Owens Reservoir Outflow-Owens Cr,Flow,37.31194,-120.1897,Ave, ,Owens Res-Owens Cr, ,MER - Owens Reservoir Outflow to Owens Cr - Merced Group, ,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Le Grand, CA",SPK,SITE, ,MER OWNQ-Owens Reservoir Outflow-Owens Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,357 -134,SPK,MER BURQ-Burns Reservoir Outflow-Burns Cr,Flow,37.37333,-120.2803,Ave, ,Burns Res-Burns Cr, ,MER - Burns Reservoir Outflow to Burns Cr - Merced Group, ,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Planada, CA",SPK,SITE, ,MER BURQ-Burns Reservoir Outflow-Burns Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,261 -135,SPK,CA10103-Burns Reservoir Pool-Burns Cr,Flow-Spill,37.37667,-120.275,Inst,Burns Dam -Burns Reservoir Pool-Burns Cr,Burns Res-Pool,Burns Pool,MER - Burns Reservoir Pool Elevation Station - Merced Group,WGS84,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Planada, CA",SPK,SITE, ,CA10103-Burns Reservoir Pool-Burns Cr.Flow-Spill.Inst.1Hour.0.Calc-val,Burns Dam -Burns Reservoir Pool-Burns Cr.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,319 -136,SPL,Pine Cnyn DS-Pine Cnyn W,Flow,37.47833,-114.3075,Inst, ,Pine Cnyn Downstream, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,NV,UNITED STATES,Cedar City, ,SITE, ,Pine Cnyn DS-Pine Cnyn W.Flow.Inst.15Minutes.0.GOES-rev, ,0,GOES-rev,5609 -137,SPL,Mathews Cnyn DS-Mathews Cnyn W,Flow,37.49972,-114.2242,Inst, ,Mathews Canyon Downstream, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,NV,UNITED STATES,Cedar City, ,SITE, ,Mathews Cnyn DS-Mathews Cnyn W.Flow.Inst.15Minutes.0.GOES-rev, ,0,GOES-rev,5439 -138,LRH,WV08902-Outflow,Flow,37.649,-80.886,Inst,BLN-Outflow,Bluestone Outflow (Calc), , ,WGS84,FALSE,NATIVE,US/Eastern,Summers,WV,UNITED STATES,Hinton,LRH,STREAM_LOCATION,Calculated,WV08902-Outflow.Flow.Inst.1Hour.0.OBS,BLN-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,1400 -139,SPK,FRM SET-Stockton East Tun-Littlejohn Cr,Flow,37.84833,-120.6831,Inst, ,Farmington Lk-Goodwin Tunnel, ,FRM - Goodwin Tunnel (Stockton East Tunnel) abv Farmington Lk, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Oakdale, CA",SPK,SITE, ,FRM SET-Stockton East Tun-Littlejohn Cr.Flow.Inst.15Minutes.0.Combined-val, ,0,Combined-val,600 -140,SPK,FRM SHG-Shirley Gulch Div-Littlejohn Cr,Flow,37.9025,-120.7597,Ave, ,Farmington Lk-Shirley Gulch, ,FRM - Shirley Gulch abv Farmington Lk, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Oakdale, CA",SPK,SITE, ,FRM SHG-Shirley Gulch Div-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,225 -141,SPK,FRM FRMQ-Stockton East Outflow Works,Flow,37.91444,-120.9386,Inst, ,Farminton Lk-SEWD Works, ,"FRM - Farmington Dam Outflow Works, Stockton East Water District.", ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM FRMQ-Stockton East Outflow Works.Flow.Inst.1Hour.0.Calc-val, ,0,Calc-val,19 -142,SPK,FRM FRMP-Farmington Pool-Littlejohn Cr,Flow-Spill,37.915,-120.935,Ave, ,Farmington Lk-Pool,Farmington Pool Farmington Pool,FRM - Farmington Dam Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES, ,SPK,SITE, ,FRM FRMP-Farmington Pool-Littlejohn Cr.Flow-Spill.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,180 -143,SPK,FRM RCF-Rock Cr nr FRM-Littlejohn Cr,Flow,37.91833,-120.9597,Ave, ,Farmington Lk-Rock Cr, ,FRM - Rock Cr abv Confluence with Littlejohn Cr, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM RCF-Rock Cr nr FRM-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,105 -144,SPK,FRM FRG-Littlejohn at FRM-Littlejohn Cr,Flow,37.92611,-121.0014,Ave, ,Farmington Lk-Littlejohn Cr, ,FRM - Littlejohn Cr nr Farminton CA, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM FRG-Littlejohn at FRM-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,115 -145,SPK,FRM DUC-Duck Cr Diversion-Littlejohn Cr,Flow,37.93833,-120.9903,Ave, ,Farmington Lk-Duck Cr Div, ,FRM - Duck Cr Diversion nr Farmington, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM DUC-Duck Cr Diversion-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,110 -146,SPK,FRM DCK-Duck Cr nr FRM-Littlejohn Cr,Flow,37.94472,-120.9308,Ave, ,Farmington Lk-Duck Cr, ,FRM - Duck Cr nr Farmington, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM DCK-Duck Cr nr FRM-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,150 -147,SPK,NHG CGV-Cosgrove Creek-Calaveras,Flow,38.13611,-120.8472,Ave, ,New Hogan Lk-Cosgrove Cr, ,NHG - Cosgrove Cr blw Dam, ,FALSE,NATIVE,US/Pacific,Calaveras,CA,UNITED STATES,"Valley Springs, CA",SPK,SITE, ,NHG CGV-Cosgrove Creek-Calaveras.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,547 -148,SPK,NHG NHGQ-New Hogan Lake Outflow-Calaveras,Flow,38.14806,-120.8239,Ave, ,New Hogan Lk-Calaveras R, ,NHG - New Hogan Lk Outflow to the Calaveras River, ,FALSE,NATIVE,US/Pacific,Calaveras,CA,UNITED STATES,"Valley Springs, CA",SPK,SITE, ,NHG NHGQ-New Hogan Lake Outflow-Calaveras.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,520 -149,SPK,NHG MRS-Mormon Slough-Calaveras,Flow,38.14889,-121.0125,Ave, ,New Hogan Lk-Mormon Slough, ,NHG - Mormon Slough nr Bellota, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Lockeford, CA",SPK,SITE, ,NHG MRS-Mormon Slough-Calaveras.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,130 -150,LRH,LON,Flow,38.1928,-81.3692,Inst,LondonLD,London Locks and Dam,Kanawha Riv at London L&D,Kanawha Riv at London L&D,WGS84, , ,US/Eastern,Kanawha,WV,UNITED STATES,London,LRH,PROJECT,Lock,LON.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,0 -151,LRH,WV09903-Lake,Flow,38.3039,-82.4164,Inst,BBF-Lake,Beech Fork Lake,Beech Fk Dam near Huntington 7SSE,Beech Fk Dam near Huntington 7SSE,WGS84,FALSE,NATIVE,US/Eastern,Wayne,WV,UNITED STATES,Lavalette,LRH,SITE,Lake,WV09903-Lake.Flow.Inst.1Hour.0.OBS,BBF-Lake.Flow.Inst.1Hour.0.OBS,0,OBS,500 -152,MVS,CFMV,Flow,38.31001,-88.98833,Inst,Mt Vernon-Casey Fork,Mount Vermon Casey,Mt Vernon-Casey Fork,Casey Fork at Mt. Vernon,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,IL,UNITED STATES, ,MVS,STREAM_LOCATION, ,CFMV.Flow.Inst.15Minutes.0.RatingUSGS,Mt Vernon-Casey Fork.Flow.Inst.15Minutes.0.RatingUSGS,0,RatingUSGS,420 -153,MVS,Fayetteville,Flow,38.3775,-89.79093,Inst, ,Kaskaskia River at Fayetteville,Kaskaskia River at Fayetteville, ,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,IL,UNITED STATES, ,MVS,STREAM_LOCATION,Gage,Fayetteville.Flow.Inst.1Hour.0.CCP-Comp,07048600.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,300 -154,LRH,WIN,Flow,38.5269,-81.9136,Inst,WV07903,Winfield Locks and Dam,Winfield L-D,Winfield L-D,WGS84, , ,US/Eastern,Putnam,WV,UNITED STATES,Winfield,LRH,PROJECT,Lock,WIN.Flow.Inst.15Minutes.0.DCP-rev,01162500.Flow.Inst.15Minutes.0.DCP-rev,0,DCP-rev,0 -155,MVS,St Louis-River Des Peres,Flow,38.55941,-90.2832,Inst,DPSL,St Louis RDP,St Louis-River Des Peres,River Des Peres at St. Louis,WGS84,FALSE,NATIVE,US/Central,St. Louis City,MO,UNITED STATES, ,MVS,STREAM_LOCATION, ,St Louis-River Des Peres.Flow.Inst.5Minutes.0.RatingUSGS,DPSL.Flow.Inst.5Minutes.0.RatingUSGS,0,RatingUSGS,391 -156,SPK,WRS WRSQ-Lake Sonoma Outflow-Russian,Flow,38.71972,-122.9994,Ave, ,Lk Sonoma-Dry Cr, ,WRS - Warm Springs Dam Outflow to Dry Cr, ,FALSE,NATIVE,US/Pacific,Sonoma,CA,UNITED STATES,"Geyserville, CA",SPN,SITE, ,WRS WRSQ-Lake Sonoma Outflow-Russian.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,188 -157,SPK,CA82212,Flow-Spill,38.7225,-123.01,Ave,WRS WRSP-Lake Sonoma Pool-Russian,Lk Sonoma-Pool,LAKE SONOMA / WARM SPRINGS DAM,WRS - Lake Sonoma Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Sonoma,CA,UNITED STATES,"Cloverdale, CA",SPN,SITE, ,CA82212.Flow-Spill.Ave.1Hour.1Hour.Calc-val,WRS WRSP-Lake Sonoma Pool-Russian.Flow-Spill.Ave.1Hour.1Hour.Calc-val,0,Calc-val,495 -158,LRH,WV00707-Lake,Flow,38.8428,-80.6203,Inst,BRNW2,Burnsville Lake,Burnsville Dam near Burnsville,Burnsville Dam near Burnsville,WGS84,FALSE,NATIVE,US/Eastern,Braxton,WV,UNITED STATES,Burnsville,LRH,SITE,Lake,WV00707-Lake.Flow.Inst.1Hour.0.OBS,BRNW2.Flow.Inst.1Hour.0.OBS,0,OBS,700 -159,MVS,IL00116-Mississippi,Flow,38.86917,-90.15361,Inst,Mel Price-Mississippi,Mel Price L&D, , , , , , ,Unknown County or County N/A,0,UNITED STATES, , ,STREAM_LOCATION, ,IL00116-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,Mel Price-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,0,NCRFCShef-PZ,0 -160,MVS,MO10301-Mississippi,Flow,39.00366,-90.69239,Inst,LD 25-Mississippi,LD 25 WQ, , , , , , ,Unknown County or County N/A,0,UNITED STATES, , ,STREAM_LOCATION, ,MO10301-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,LD 25-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,0,NCRFCShef-PZ,0 -161,SPK,COY HOP-Hopland-EFRussian,Flow,39.02667,-123.1294,Ave, ,Lk Mendocino-Russian@Hopland, ,COY - Russian River nr Hopland, ,FALSE,NATIVE,US/Pacific,Mendocino,CA,UNITED STATES,"Hopland, CA",SPN,SITE, ,COY HOP-Hopland-EFRussian.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,498 -162,SPK,COY COYF-Coyote Fish Hatchery-EFRussian,Flow,39.19806,-123.1858,Inst, ,Lk Mendocino-Fish Hatchery, ,COY - Coyote Dam Fish Hatchery, ,FALSE,NATIVE,US/Pacific,Mendocino,CA,UNITED STATES,"Calpella, CA",SPN,SITE, ,COY COYF-Coyote Fish Hatchery-EFRussian.Flow.Inst.15Minutes.0.LOS-raw, ,0,LOS-raw,614 -163,SPK,COY COYQ-Lake Mendocino Outflow-EFRussian,Flow,39.19806,-123.1864,Ave, ,Lk Mendocino-EF Russian R, ,COY - Coyote Dam Outflow to the EF Russian River, ,FALSE,NATIVE,US/Pacific,Mendocino,CA,UNITED STATES,"Calpella, CA",SPN,SITE, ,COY COYQ-Lake Mendocino Outflow-EFRussian.Flow.Ave.~1Day.1Day.Calc-val, ,0,Calc-val,614 -164,SPK,CA10105,Flow-Spill,39.23944,-121.2667,Ave,ENG ENGP-Englebright Lake Pool-Yuba,ENGLEBRIGHT LAKE / DAM,ENGLEBRIGHT LAKE / DAM,ENG - Englebright Lake Pool Elevation,WGS84, , ,US/Pacific,Yuba,CA,UNITED STATES,"Smartsville, CA",SPK,SITE, ,CA10105.Flow-Spill.Ave.1Hour.1Hour.Calc-val,ENG ENGP-Englebright Lake Pool-Yuba.Flow-Spill.Ave.1Hour.1Hour.Calc-val,0,Calc-val,0 -165,SPK,MRT MRT-Martis Creek-Truckee,Flow-Res Out,39.32667,-120.1133,Ave, ,Martis Creek Reservoir, , ,WGS84,FALSE,NATIVE,US/Pacific,Nevada,CA,UNITED STATES, , ,SITE, ,MRT MRT-Martis Creek-Truckee.Flow-Res Out.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,5858 -166,SPK,MRT MRTQ-Martis Res Outflow-Truckee,Flow,39.3275,-120.1147,Ave, ,Martis Lk-Martis Cr, ,MRT - Martis Cr Dam Outflow to Martis Cr, ,FALSE,NATIVE,US/Pacific,Nevada,CA,UNITED STATES,"Truckee, CA",SPK,SITE, ,MRT MRTQ-Martis Res Outflow-Truckee.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,5858 -167,MVS,MO10300-Mississippi,Flow,39.375,-90.907,Inst,LD 24-Mississippi,LD 24 WQ, , ,WGS84,FALSE,NATIVE,US/Central,Pike,MO,UNITED STATES,Clarksville,MVS,STREAM_LOCATION, ,MO10300-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,LD 24-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,0,NCRFCShef-PZ,422 -168,MVS,Ashburn-Salt,Flow,39.52264,-91.20163,Inst,SAAS,Ashburn,Ashburn-Salt,Salt River at Ashburn,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,MO,UNITED STATES,Ashburn,MVS,STREAM_LOCATION, ,Ashburn-Salt.Flow.Inst.15Minutes.0.RatingCOE,SAAS.Flow.Inst.15Minutes.0.RatingCOE,0,RatingCOE,447 -169,SPK,CA00035-Thermolito-Feather R,Flow,39.53889,-121.4856,Inst,SAC ORO-Thermolito-Feather R,Thermolito, , , , , ,US/Pacific,Unknown County or County N/A,0,UNITED STATES, , ,STREAM_LOCATION, ,CA00035-Thermolito-Feather R.Flow.Inst.1Hour.0.Calc-manual,SAC ORO-Thermolito-Feather R.Flow.Inst.1Hour.0.Calc-manual,0,Calc-manual,0 -170,LRH,OH00018-Outflow,Flow,39.54077,-82.0584,Inst,TJE-Outflow,Tom Jenkins Outflow (Calc),Tom Jenkins Lake Outflow,Tom Jenkins Lake Outflow,WGS84,FALSE,NATIVE,US/Eastern,Athens,OH,UNITED STATES,Burr Oak,LRH,STREAM_LOCATION,Calculated,OH00018-Outflow.Flow.Inst.1Hour.0.OBS,TJE-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,700 -171,MVS,LD 22-Mississippi,Flow,39.63534,-91.24879,Inst, ,LD 22 WQ, , , , , , ,Unknown County or County N/A,0,UNITED STATES, , ,STREAM_LOCATION, ,LD 22-Mississippi.Flow.Inst.~2Hours.0.lpmsShef-raw, ,0,lpmsShef-raw,0 -172,SPK,BLBQ,Flow,39.81846,-122.325,Ave,BLB BLBQ-Black Butte Outflow-Stony Cr,Black Butte Lk-Stony Cr, ,BLB - Black Butte Lk Outflow to Stony Cr,WGS84,FALSE,NATIVE,US/Pacific,Tehama,CA, , ,SPK,STREAM,Stream Gauge,BLBQ.Flow.Ave.1Hour.1Hour.Calc-val,BLB BLBQ-Black Butte Outflow-Stony Cr.Flow.Ave.1Hour.1Hour.Calc-val,0,Calc-val,426 -173,LRH,Alexandria,Flow,40.0869,-82.6106,Inst,ALXE3,Alexandria,Alexandria near Caldwell,Alexandria near Caldwell,WGS84, , ,US/Eastern,Licking,OH,UNITED STATES,Caldwell,LRH,SITE,Gage,Alexandria.Flow.Inst.1Hour.0.DCP-rev,CE40D9B4.Flow.Inst.1Hour.0.DCP-rev,0,DCP-rev,0 -174,LRH,OH00012-Outflow,Flow,40.2694,-81.2792,Inst,CLB-Outflow,Clendening Outflow, ,Outflow calculated by gate settings.,WGS84,FALSE,NATIVE,US/Eastern,Harrison,OH,UNITED STATES,Tippecanoe,LRH,SITE,Calculated,OH00012-Outflow.Flow.Inst.1Hour.0.OBS,CLB-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,862 -175,LRP,Steubenville,Flow,40.35833,-80.61111,Inst,SBVO1,"Steubenville, OH","Ohio River at Steubenville, OH","Ohio River at Steubenville, OH",WGS84,FALSE,NATIVE,US/Eastern,Jefferson,OH,UNITED STATES,Weirton, ,SITE, ,Steubenville.Flow.Inst.1Hour.0.OHRFC,SBVO1.Flow.Inst.1Hour.0.OHRFC,0,OHRFC,624 -176,LRH,OH00009-Outflow,Flow,40.5039,-82.5775,Inst,NBK-Outflow,NoBrKokosing Outflow,USGS 03136300 North Branch Kokosing R Lake nr Fredericktown OH,Outflow stream gage downstream from North Branch Kokosing River Dam,WGS84,FALSE,NATIVE,US/Eastern,Knox,OH,UNITED STATES,Fredericktown,LRH,SITE,Gage,OH00009-Outflow.Flow.Inst.1Hour.0.OBS,NBK-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,1100 -177,NAP,Bethlehem,Flow,40.61538,-75.37879,Inst, ,"Lehigh River at Bethlehem, PA","Lehigh River at Bethlehem, PA","Lehigh River at Bethlehem, PA", , , , , , ,UNITED STATES, , ,SITE, ,Bethlehem.Flow.Inst.1Hour.0.Rev-DCP, ,0,Rev-DCP,0 -178,LRH,OH00005-Lake,Flow,40.6356,-81.5581,Inst,BCS-Lake,Beach City Lake,Beach City Lake Beach City 2S,Beach City Lake Beach City 2S,WGS84,FALSE,NATIVE,US/Eastern,Tuscarawas,OH,UNITED STATES,Beach City,LRH,SITE,Lake,OH00005-Lake.Flow.Inst.1Hour.0.OBS,BCS-Lake.Flow.Inst.1Hour.0.OBS,0,OBS,931 -179,LRH,OH00004-Lake,Flow,40.6486,-81.4328,Inst,BIVO1,Bolivar Lake,Bolivar Lk near Bolivar 1E,Bolivar Lk near Bolivar 1E,WGS84,FALSE,NATIVE,US/Eastern,Tuscarawas,OH,UNITED STATES,Bolivar,LRH,SITE,Lake,OH00004-Lake.Flow.Inst.1Hour.0.OBS,BIVO1.Flow.Inst.1Hour.0.OBS,0,OBS,895 -180,LRH,OH00004-Outflow,Flow,40.64861,-81.4328,Inst,BOS-Outflow,Bolivar Outflow,Bolivar Outflow (calculated value),Bolivar Outflow (calculated value),WGS84,FALSE,NATIVE,US/Eastern,Tuscarawas,OH,UNITED STATES,Bolivar,LRH,STREAM_LOCATION,Calculated,OH00004-Outflow.Flow.Inst.1Hour.0.OBS,BOS-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,895 -181,LRP,Clinton,Flow,40.71603,-79.57887,Inst,PA00116,"L/D-6, Clinton","Allegheny River at L/D-6, Clinton","Allegheny River at L/D-6, Clinton",WGS84,FALSE,NATIVE,US/Eastern,Armstrong,PA,UNITED STATES,Harrison Township, ,PROJECT, ,Clinton.Flow.Inst.1Hour.0.CCP-Comp,07075300.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,760 -182,NAP,Walnutport,Flow,40.75704,-75.60296,Inst, ,"Lehigh River at Walnutport, PA","Lehigh River at Walnutport, PA","Lehigh River at Walnutport, PA", , , , , , ,UNITED STATES, , ,SITE, ,Walnutport.Flow.Inst.1Hour.0.Rev-DCP, ,0,Rev-DCP,0 -183,LRE,Youngstown,Flow,41.27,-80.67,Inst, ,Youngstown Weather Station, , , , , ,US/Eastern,Trumbull,OH,UNITED STATES,"Cortland, OH",LRP,SITE, ,Youngstown.Flow.Inst.1Hour.0.OBS,03098600.Flow.Inst.1Hour.0.OBS,0,OBS,0 -184,LRE,Meadville,Flow,41.64,-80.21,Inst, ,Meadville Weather Station, , , , , ,US/Eastern,Crawford,PA,UNITED STATES,"Meadville, PA",LRP,SITE, ,Meadville.Flow.Inst.1Hour.0.OBS,03023100.Flow.Inst.1Hour.0.OBS,0,OBS,0 -185,LRE,Bradford,Flow,41.8,-78.62,Inst, ,Bradford Weather Station, , , , , ,US/Eastern,McKean,PA,UNITED STATES,"Cyclone, PA",LRP,SITE, ,Bradford.Flow.Inst.1Hour.0.OBS,03010955.Flow.Inst.1Hour.0.OBS,0,OBS,0 -186,LRP,CambridgeSprings,Flow,41.8072,-80.0633,Inst,CBSP1,"Cambridge Springs, PA","French Creek at Cambridge Springs, PA","French Creek at Cambridge Springs, PA",WGS84,FALSE,NATIVE,US/Eastern,Crawford,PA,UNITED STATES,Erie, ,SITE, ,CambridgeSprings.Flow.Inst.1Hour.0.OBS,CBSP1.Flow.Inst.1Hour.0.OBS,0,OBS,1124 -187,NAE,EBN,Flow,42.22083,-70.97861,Inst, ,Monatiquot River at Braintree,Monatiquot River at East Braintree,Monatiquot River at East Braintree, ,FALSE,NATIVE,America/New_York,Unknown County or County N/A,0, , , ,SITE,Streamgage,EBN.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,20 -188,LRE,Jackson,Flow,42.27,-84.47,Inst, ,Jackson Weather Station, , , , , ,US/Eastern,Jackson,MI,UNITED STATES,"Jackson, MI",LRE,SITE, ,Jackson.Flow.Inst.15Minutes.0.DCP-rev,DD3051BC.Flow.Inst.15Minutes.0.DCP-rev,0,DCP-rev,0 -189,NAE,OTR,Flow,42.58833,-72.04139,Inst, ,Otter River @ Otter River,Otter River at Otter River,Otter River at Otter River, ,FALSE,NATIVE,America/New_York,Unknown County or County N/A,0, , , ,SITE,Streamgage,OTR.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,-236 -190,NAE,ATH,Flow,42.59284,-72.23912,Inst, ,"Millers River @ Athol, MA",Millers River at Athol,Millers River at Athol,WGS84,FALSE,NATIVE,America/New_York,Worcester,MA, ,Athol, ,STREAM_LOCATION,Streamgage,ATH.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,-237 -191,LRB,NY00468,Flow,42.73329,-77.90708,Inst,Mount Morris,Mount Morris Dam,Mount Morris Dam,NERFC stage gauge for MMD.,NAD27,FALSE,NATIVE,US/Eastern,Livingston,NY,UNITED STATES, ,LRB,PROJECT,Dam,NY00468.Flow.Inst.30Minutes.0.CCP-Computed-Rev,Mount Morris.Flow.Inst.30Minutes.0.CCP-Computed-Rev,0,CCP-Computed-Rev,0 -192,MVP,IA04014,Flow,42.785,-91.095,Inst,LockDam_10,Mississippi R Lock and Dam 10, , ,NAD83, , ,US/Central,Unknown County or County N/A,IA,UNITED STATES, ,MVP,PROJECT,Dam,IA04014.Flow.Inst.1Hour.0.rev,LockDam_10.Flow.Inst.1Hour.0.rev,0,rev,0 -193,MVP,WI00733,Flow,43.2116,-91.095,Inst,LockDam_09,Mississippi R Lock and Dam 09, , ,NAD83, , ,US/Central,Unknown County or County N/A,WI,UNITED STATES, ,MVP,PROJECT,Dam,WI00733.Flow.Inst.15Minutes.0.rev,LockDam_09.Flow.Inst.15Minutes.0.rev,0,rev,0 -194,LRE,Fulton,Flow,43.3,-76.39,Inst, ,Fulton Weather Station, , , , , ,US/Eastern,Oswego,NY,UNITED STATES,"Fulton, NY",LRB,SITE, ,Fulton.Flow.Inst.1Hour.0.DCP-rev,CE41E006.Flow.Inst.1Hour.0.DCP-rev,0,DCP-rev,0 -195,MVP,WI00803,Flow,43.5766,-91.2316,Inst,LockDam_08,Mississippi R Lock and Dam 08, , ,NAD83, , ,US/Central,Unknown County or County N/A,WI,UNITED STATES, , ,PROJECT,Dam,WI00803.Flow.Inst.15Minutes.0.rev,LockDam_08.Flow.Inst.15Minutes.0.rev,0,rev,0 -196,MVP,MN00587,Flow,43.8666,-91.3083,Inst,LockDam_07,Mississippi R Lock and Dam 07, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00587.Flow.Inst.15Minutes.0.rev,LockDam_07.Flow.Inst.15Minutes.0.rev,0,rev,0 -197,LRE,Berlin,Flow,43.9538,-88.95284,Inst, ,Berlin Multi-Parameter Station, , , , , ,US/Central,Green Lake,WI,UNITED STATES,"Berlin, WI",LRE,SITE, ,Berlin.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -198,LRE,Oshkosh,Flow,43.98,-88.55,Inst, ,Oshkosh Multi-Parameter Sta, , , , , ,US/Central,Winnebago,WI,UNITED STATES,"Oshkosh, WI",LRE,SITE, ,Oshkosh.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -199,MVP,WI00802,Flow,44,-91.4383,Inst,LockDam_06,Mississippi R Lock and Dam 06, , ,NAD83, , ,US/Central,Unknown County or County N/A,WI,UNITED STATES, ,MVP,PROJECT,Dam,WI00802.Flow.Inst.15Minutes.0.rev,LockDam_06.Flow.Inst.15Minutes.0.rev,0,rev,0 -200,LRE,WinnebagoObs,Flow,44.03333,-88.40556,Inst, ,Winnebago Observed Flow, , , , , ,US/Central,Winnebago,WI,UNITED STATES,"Stockbridge, WI",LRE,SITE, ,WinnebagoObs.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -201,MVP,MN00588,Flow,44.0883,-91.6699,Inst,LockDam_05a,Mississippi R Lock and Dam 05a, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00588.Flow.Inst.15Minutes.0.rev,LockDam_05a.Flow.Inst.15Minutes.0.rev,0,rev,0 -202,MVP,MN00589,Flow,44.1616,-91.8116,Inst,LockDam_05,Mississippi R Lock and Dam 05, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00589.Flow.Inst.15Minutes.0.rev,LockDam_05.Flow.Inst.15Minutes.0.rev,0,rev,0 -203,LRE,Appleton,Flow,44.25,-88.52,Inst, ,Appleton Multi-Parameter Station, , , , , ,US/Central,Outagamie,WI,UNITED STATES,"Greenville, WI",LRE,SITE, ,Appleton.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -204,MVP,WI00727,Flow,44.325,-91.9233,Inst,LockDam_04,Mississippi R Lock and Dam 04, , ,NAD83, , ,US/Central,Unknown County or County N/A,WI,UNITED STATES, ,MVP,PROJECT,Dam,WI00727.Flow.Inst.15Minutes.0.rev,LockDam_04.Flow.Inst.15Minutes.0.rev,0,rev,0 -205,LRE,NewLondonObs,Flow,44.39222,-88.74028,Inst, ,New London Observed Flow, , , , , ,US/Central,Waupaca,WI,UNITED STATES,"New London, WI",LRE,SITE, ,NewLondonObs.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -206,MVP,MN00595,Flow,44.61,-92.61,Inst,LockDam_03,Mississippi R Lock and Dam 03,Mississippi River Lock and Dam 03, ,NAD83,FALSE,NATIVE,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00595.Flow.Inst.15Minutes.0.rev,LockDam_03.Flow.Inst.15Minutes.0.rev,0,rev,600 -207,MVP,MN00594,Flow,44.7599,-92.8683,Inst,LockDam_02,Mississippi R Lock and Dam 02, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00594.Flow.Inst.15Minutes.0.comp,LockDam_02.Flow.Inst.15Minutes.0.comp,0,comp,0 -208,MVP,MN00591,Flow,44.9783,-93.2466,Inst,LowerSAFalls,Lower St Anthony Falls, ,Elevations are in MSL 1912,NAD83, , , ,Unknown County or County N/A,MN,UNITED STATES, , ,PROJECT,Dam,MN00591.Flow.Inst.~1Day.0.CEMVP-Legacy,LowerSAFalls.Flow.Inst.~1Day.0.CEMVP-Legacy,0,CEMVP-Legacy,0 -209,MVP,MN00579,Flow,45.17139,-96.09333,Inst,MarshLake_Dam,Marsh Lake Dam, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00579.Flow.Inst.1Hour.0.Fcst-CEMVP,MarshLake_Dam.Flow.Inst.1Hour.0.Fcst-CEMVP,0,Fcst-CEMVP,0 -210,MVP,MN00581-ServiceSpillway,Flow-Out,45.22944,-96.29028,Inst,Highway75_Dam-ServiceSpillway,Highway 75 Dam Service Spillway, , ,NAD83, , ,US/Central,Unknown County or County N/A,0,UNITED STATES, ,MVP,SITE, ,MN00581-ServiceSpillway.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,Highway75_Dam-ServiceSpillway.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,0,CEMVP-Legacy,0 -211,MVP,Benson,Flow,45.3111,-95.6249,Inst,BENM5,Chippewa River at Benson,"Chippewa River at Benson, US12",Owner is MNDNR/MPCA,NAD27,FALSE,NATIVE,US/Central,Unknown County or County N/A,MN,UNITED STATES,Benson,MVP,SITE,DCP Gage,Benson.Flow.Inst.15Minutes.0.rev,BENM5.Flow.Inst.15Minutes.0.rev,0,rev,1009 -212,NAE,WAS,Flow,46.77722,-68.15722,Inst, ,"Arroostoock River @ Washburn, ME",Aroostoock River at Washburn,Aroostoock River at Washburn, ,FALSE,NATIVE,America/New_York,Unknown County or County N/A,ME, , , ,SITE,Streamgage,WAS.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,436 -213,MVP,ND00310-Spillway,Flow,48.40498,-97.79103,Inst,Homme_Dam-Spillway,Homme Dam Overflow Spillway, , , , , ,America/Chicago,Unknown County or County N/A,0,UNITED STATES, ,MVP,SITE, ,ND00310-Spillway.Flow.Inst.15Minutes.0.rev,Homme_Dam-Spillway.Flow.Inst.15Minutes.0.rev,0,rev,0 -214,MVP,AlamedaRsvr,Flow-Out,49.25889,-102.2306,Inst, ,Alameda Reservoir near Alameda,"Alameda Reservoir near Alameda, SK",Owner is Environment Canada, , , ,US/Central, , ,CANADA, , ,SITE,DCP Gage,AlamedaRsvr.Flow-Out.Inst.15Minutes.0.ProjectEntry, ,0,ProjectEntry,0 -215,MVP,Alameda,Flow,49.34694,-102.2556,Inst, ,Shepherd Creek near Alameda,"Shepherd Creek near Alameda, SK",Owner is Environment Canada, , , ,US/Central, , ,CANADA, , ,SITE,DCP Gage,Alameda.Flow.Inst.5Minutes.0.Raw-EnvCan, ,0,Raw-EnvCan,0 -216,MVP,AlamedaRsvr-MooseMntCreek,Flow,49.52278,-102.1719,Inst, ,Moose Mnt Creek a Alameda RSVR,"Moose Mountain Creek above Alameda Reservoir, SK",Owner is Environment Canada, , , ,US/Central, , ,CANADA, , ,SITE,DCP Gage,AlamedaRsvr-MooseMntCreek.Flow.Inst.5Minutes.0.Raw-EnvCan, ,0,Raw-EnvCan,0 -217,SPK,CA10201,Flow-Spill,39.19806,-123.1806,Ave,"CA10201 -Lake Mendocino Pool-EFRussian",Lk Mendocino-Pool,Coyote Valley Dam,COY - Lake Mendocino (Coyote Dam) Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Mendocino,CA,UNITED STATES,"Calpella, CA",SPN,SITE, ,"CA10201 -Lake Mendocino Pool-EFRussian.Flow-Spill.Ave.1Hour.1Hour.Calc-val",CA10201.Flow-Spill.Ave.1Hour.1Hour.Calc-val,0,Calc-val,789 -218,NWDP,WA00302,Flow-Out,47.38537,-123.6057,Ave,12035380,Wynoochee Dam,WYNOOCHEE DAM, ,NAD83, , ,US/Pacific,Grays Harbor,WA,UNITED STATES,Aberdeen,NWS,PROJECT,Dam,WA00302.Flow-Out.Ave.1Hour.1Hour.CENWS-COMPUTED-R*,12035380.Flow-Out.Ave.1Hour.1Hour.CENWS-COMPUTED-RAW,0,CENWS-COMPUTED-RAW,0 -219,NWDP,D10D3406,Flow,46.50047,-116.3923,Ave,PEKI,Clearwater R near Peck,CLEARWATER RIVER NEAR PECK 2NE,USGS #13341050,WGS84,FALSE,NATIVE,US/Pacific,Nez Perce,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,D10D3406.Flow.Ave.~1Day.1Day.CBT-COMPUTED-REV,PEKI.Flow.Ave.~1Day.1Day.CBT-COMPUTED-REV,0,CBT-COMPUTED-REV,930 -220,NWDP,ETSI,Flow-Canal,43.93333,-116.4333,Inst,34433F4C,Emmett Irrigat Dist S Side Cnl,Emmett Irrigation Dist South Side Canal,USBR Hydromet Station ETSI,WGS84,FALSE,NATIVE,US/Mountain,Gem,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,ETSI.Flow-Canal.Inst.0.0.USBR-RAW,34433F4C.Flow-Canal.Inst.0.0.USBR-RAW,0,USBR-RAW,2500 -221,NWDP,12371550,Flow-Out,47.68,-114.23,Inst,KERM,Kerr Dam,Kerr Dam, ,NAD83,FALSE,NATIVE,US/Mountain,Lake,MT, , ,NWS,SITE,Dam,12371550.Flow-Out.Inst.~1Day.0.CBT-REV,KERM.Flow-Out.Inst.~1Day.0.CBT-REV,0,CBT-REV,2890 -222,NWDP,MT00652,Flow-Out,48.41056,-115.3131,Ave,CE1192D4,Libby Dam Near Libby,LIBBY DAM NEAR LIBBY, , ,FALSE,NATIVE,US/Mountain,Lincoln,MT,UNITED STATES,Libby,NWS,PROJECT,Corps Reservoir,MT00652.Flow-Out.Ave.1Hour.1Hour.CBT-REV,CE1192D4.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,2342 -223,NWDP,SMCI,Flow-Canal,42.6625,-113.4889,Inst, ,S Side Minidoka Cnl nr Minidoka,S. Side Minidoka Canal Near Minidoka, ,WGS84,FALSE,NATIVE,US/Mountain,Cassia,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,SMCI.Flow-Canal.Inst.0.0.USBR-RAW, ,0,USBR-RAW,4184 -224,NWDP,34437294,Flow-Canal,42.67167,-113.4839,Inst,13080000,N Side Minidoka Cnl nr Minidoka,N. Side Minidoka Canal Near Minidoka,USBR Station ID NMCI,WGS84,FALSE,NATIVE,US/Mountain,Minidoka,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,34437294.Flow-Canal.Inst.0.0.USBR-RAW,13080000.Flow-Canal.Inst.0.0.USBR-RAW,0,USBR-RAW,4180 -225,NWDP,MT00565,Flow-Out,48.34111,-114.0133,Ave,345EB372,Hungry Horse Dam nr Hungry Horse,HUNGRY HORSE DAM NEAR HUNGRY HORSE, , ,FALSE,NATIVE,US/Mountain,Flathead,MT,UNITED STATES,Missoula,NWS,PROJECT,Dam,MT00565.Flow-Out.Ave.1Hour.1Hour.CBT-REV,345EB372.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,3196 -226,NWDP,WFCI,Flow-Canal,43.90556,-111.6278,Inst,18D21S,Wilford Canal,Wilford Canal,USBR Station ID WFCI,WGS84,FALSE,NATIVE,US/Mountain,Fremont,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,WFCI.Flow-Canal.Inst.0.0.USBR-RAW,18D21S.Flow-Canal.Inst.0.0.USBR-RAW,0,USBR-RAW,4965 -227,NWDP,MHPI,Flow-Discharge-Power,42.51667,-114.0333,Ave, ,Milner Hydroelectric Plant,Milner Hydroelectric Plant, ,WGS84,FALSE,NATIVE,US/Mountain,Cassia,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,MHPI.Flow-Discharge-Power.Ave.~1Day.1Day.USBR-COM*, ,0,USBR-COMPUTED-REV,4120 -228,NWDP,ID00319,Flow-Out,48.17925,-116.9997,Ave,ALF,Albeni Falls Dam,Albeni Falls Dam, , ,FALSE,NATIVE,US/Pacific,Bonner,ID,UNITED STATES,Coeur d'Alene,NWS,PROJECT,Corps Reservoir,ID00319.Flow-Out.Ave.1Hour.1Hour.CBT-REV,ALF.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,2047 -229,NWDP,WA00256,Flow-Out-Total,47.40927,-121.724,Ave,12115900,Chester Morse Lake @ Cedar Falls,CHESTER MORSE LAKE AT CEDAR FALLS NEAR NORTH BEND 7SSE, ,NAD83, , ,US/Pacific,King,WA, , ,NWS,SITE,Dam,WA00256.Flow-Out-Total.Ave.1Hour.1Hour.SCL-RAW,12115900.Flow-Out-Total.Ave.1Hour.1Hour.SCL-RAW,0,SCL-RAW,0 -230,NWDP,OR00002,Flow-Out,45.61,-121.13,Ave,14103950,The Dalles Lock and Dam,The Dalles Dam and Lake Celilo on the Columbia River, ,WGS84, , ,US/Pacific,Wasco,OR,UNITED STATES, ,NWDP,PROJECT,Dam,OR00002.Flow-Out.Ave.1Hour.1Hour.CBT-REV,14103950.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -231,NWDP,WA00168,Flow-Out,48.69824,-121.2091,Ave,GOD,Gorge Reservoir nr Nehalem,GORGE RESERVOIR NR NEHALEM, , , , ,US/Pacific,Whatcom,WA,UNITED STATES,Newhalem,NWS,PROJECT,Dam,WA00168.Flow-Out.Ave.1Hour.1Hour.SCL-RAW,GOD.Flow-Out.Ave.1Hour.1Hour.SCL-RAW,0,SCL-RAW,0 -232,NWDP,OR00616,Flow-Out,45.93563,-119.2977,Ave,MCN,McNary Lock and Dam,McNary Dam and Lake Wallula,McNary_Dam,WGS84,FALSE,NATIVE,US/Pacific,Umatilla,OR,UNITED STATES, ,NWDP,PROJECT,Dam,OR00616.Flow-Out.Ave.~1Day.1Day.CBT-REV,MCN.Flow-Out.Ave.~1Day.1Day.CBT-REV,0,CBT-REV,361 -233,NWDP,ID00287,Flow-Out,46.51537,-116.2962,Ave,DWR,Dworshak Dam,Dworshak_Dam,Dworshak_Dam Datum Correction 1929-1988 (CorpsCon 6) = 3.320 Ft,WGS84,FALSE,NATIVE,US/Pacific,Clearwater,ID,UNITED STATES,Moscow,NWW,PROJECT,Corps Reservoir,ID00287.Flow-Out.Ave.~6Hours.6Hours.CBT-COMPUTED-*,DWR.Flow-Out.Ave.~6Hours.6Hours.CBT-COMPUTED-REV,0,CBT-COMPUTED-REV,1613 -234,NWDP,TLCI,Flow-Canal,43.72028,-111.8272,Inst,13038434,Texas And Liberty Weir,Texas and Liberty Weir,USBR Station ID TLCI,WGS84,FALSE,NATIVE,US/Mountain,Madison,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,TLCI.Flow-Canal.Inst.0.0.USBR-RAW,13038434.Flow-Canal.Inst.0.0.USBR-RAW,0,USBR-RAW,4895 -235,NWDP,WA00169,Flow-Loc,48.73278,-121.0672,Ave,ROS,Ross Reservoir nr Newhalem,ROSS RESERVOIR NEAR NEWHALEM, , , , ,US/Pacific,Whatcom,WA,UNITED STATES,Newhalem,NWS,PROJECT,Dam,WA00169.Flow-Loc.Ave.1Hour.1Hour.SCL-RAW,ROS.Flow-Loc.Ave.1Hour.1Hour.SCL-RAW,0,SCL-RAW,0 -236,NWDP,WA00300,Flow-Out,47.1422,-121.9313,Inst,MMD,Mud Mountain Dam nr Buckley WA,MUD MOUNTAIN DAM NR BUCKLEY WA, , , , ,US/Pacific,King,WA,UNITED STATES,Buckley,NWS,PROJECT,Corps Reservoir,WA00300.Flow-Out.Inst.1Hour.0.NWSRADIO-COMPUTED-R*,MMD.Flow-Out.Inst.1Hour.0.NWSRADIO-COMPUTED-RAW,0,NWSRADIO-COMPUTED-RAW,0 -237,NWDP,ARK,Flow-Out,43.59529,-115.9225,Ave,347D061C,Arrowrock Dam,ARROWROCK DAM AND RESERVOIR NEAR BOISE 14E,Datum Correction 1929-1988 (CorpsCon 6) = 3.406 Ft,WGS84,FALSE,NATIVE,US/Mountain,Boise,ID,UNITED STATES,Boise,NWW,PROJECT,Bureau of Reclamation Dam,ARK.Flow-Out.Ave.~6Hours.6Hours.USBR-COMPUTED-REV,347D061C.Flow-Out.Ave.~6Hours.6Hours.USBR-COMPUTED-REV,0,USBR-COMPUTED-REV,3220 -238,NWDP,DIA,Flow-Out,48.71556,-121.1506,Ave, ,Diablo Reservoir nr Newhalem 6NE,DIABLO RESERVOIR NEAR NEWHALEM 6NE, , , , ,US/Pacific,Whatcom,WA, , ,NWS,SITE,Dam,DIA.Flow-Out.Ave.~1Day.1Day.CBT-REV, ,0,CBT-REV,0 -239,NWDP,SQWI,Flow,43.96667,-116.3314,Inst,3483268C,Squaw Cr near Sweet 1S,Squaw Creek near Sweet 1S,USGS #13297355,WGS84,FALSE,NATIVE,US/Mountain,Gem,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,SQWI.Flow.Inst.0.0.USBR-RAW,3483268C.Flow.Inst.0.0.USBR-RAW,0,USBR-RAW,5710 -240,NWDP,WA00173,Flow-Out,48.64929,-121.6907,Inst,12191600,Baker Lk @ Upr Baker Dm nr Conct,BAKER LAKE AT UPPER BAKER DAM NEAR CONCRETE, ,NAD83, , ,US/Pacific,Whatcom,WA,UNITED STATES,Concrete,NWS,PROJECT,Dam,WA00173.Flow-Out.Inst.1Hour.0.PSE-RAW,12191600.Flow-Out.Inst.1Hour.0.PSE-RAW,0,PSE-RAW,0 -241,NWDP,WA00085,Flow-Out,46.87472,-119.9714,Ave,WAN,Wanapum Dam,Wanapum Dam, , , , ,US/Pacific,Kittitas,WA, , ,NWDP,PROJECT,Dam,WA00085.Flow-Out.Ave.1Hour.1Hour.CBT-REV,WAN.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -242,NWDP,WA00086,Flow-Out,47.53371,-120.296,Ave,RRH,Rocky Reach Dam,Rocky Reach Dam, ,NAD83, , ,US/Pacific,Chelan,WA, , ,NWDP,PROJECT,Dam,WA00086.Flow-Out.Ave.1Hour.1Hour.CBT-REV,RRH.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -243,NWDP,WA00009,Flow-Out,48.98722,-117.3475,Ave,BDY,Boundary Dam,Boundary Dam, , , , ,US/Pacific,Pend Oreille,WA,UNITED STATES,Spokane,NWS,PROJECT,Dam,WA00009.Flow-Out.Ave.~1Day.1Day.CBT-REV,BDY.Flow-Out.Ave.~1Day.1Day.CBT-REV,0,CBT-REV,0 -244,NWDP,14128860,Flow-Out,45.64583,-121.9389,Ave,BON,Bonneville Lock and Dam,Bonneville Dam and Lake On Columbia River, ,WGS84, , ,US/Pacific,Multnomah,OR,UNITED STATES, ,NWDP,PROJECT,Dam,14128860.Flow-Out.Ave.1Hour.1Hour.CBT-REV,BON.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -245,NWDP,WA00098,Flow-Out,47.94722,-119.8651,Ave,WEL,Wells Dam,Wells Dam, ,NAD83, , ,US/Central,Douglas,WA, , ,NWDP,PROJECT,Dam,WA00098.Flow-Out.Ave.1Hour.1Hour.CBT-REV,WEL.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -246,NWDP,WA00088,Flow-Out,46.64442,-119.9099,Ave,PRD,Priest Rapids Dam,Priest Rapids Dam, , , , ,US/Pacific,Grant,WA, , ,NWDP,PROJECT,Dam,WA00088.Flow-Out.Ave.1Hour.1Hour.CBT-REV,PRD.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -247,NWDP,14048006,Flow-Out,45.71485,-120.6937,Ave,JDA,John Day Lock and Dam,John Day Dam and Lake Umatilla, ,WGS84, , ,US/Pacific,Sherman,OR,UNITED STATES, ,NWDP,PROJECT,Dam,14048006.Flow-Out.Ave.1Hour.1Hour.CBT-REV,JDA.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -248,NWDP,WA00299,Flow-Out,47.99511,-119.6411,Ave,12437990,Chief Joseph Dam,Chief Joseph Dam, ,NAD83, , ,US/Pacific,Douglas,WA,UNITED STATES, ,NWDP,PROJECT,Dam,WA00299.Flow-Out.Ave.1Hour.1Hour.CBT-REV,12437990.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -249,NWDP,GCL,Flow-Out,47.95667,-118.9805,Ave, ,Grand Coulee Dam,Grand Coulee Dam 1 Southwest, , ,FALSE,NATIVE,US/Pacific,Okanogan,WA, , ,NWDP,PROJECT,Dam,GCL.Flow-Out.Ave.1Hour.1Hour.CBT-REV, ,0,CBT-REV,1929 -250,NWDP,WA00084,Flow-Out,47.33984,-120.0945,Ave,RIS,Rock Island Dam,Rock Island Dam, ,NAD83, , ,US/Pacific,Chelan,WA, , ,NWDP,PROJECT,Dam,WA00084.Flow-Out.Ave.1Hour.1Hour.CBT-REV,RIS.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -251,NWDP,CSCI,Flow,44.52461,-116.0397,Ave, ,North Fork Payette R @ Cascade,NORTH FORK PAYETTE RIVER AT CASCADE,USGS #13245000,WGS84,FALSE,NATIVE,US/Mountain,Valley,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,CSCI.Flow.Ave.~1Day.1Day.USBR-COMPUTED-REV, ,0,USBR-COMPUTED-REV,4720 -252,NWDP,THFO,Flow,45,-117.7833,Inst, ,Powder R Blw Thief Vly Res,Powder River Below Thief Valley Reservoir Near North Powder,USGS #13285500,WGS84,FALSE,NATIVE,US/Pacific,Union,OR,UNITED STATES, ,NWW,SITE,Stream Gauge,THFO.Flow.Inst.15Minutes.0.OWRD-RAW, ,0,OWRD-RAW,3080 -253,NWDP,REVB,Flow-Out,51.05,-118.19,Ave, ,Revelstoke Dam,Revelstoke Dam, , ,FALSE,NATIVE,Unknown or Not Applicable,Unknown County or County N/A,0, , ,NWDP,SITE,Dam,REVB.Flow-Out.Ave.1Hour.1Hour.BCHYDRO-RAW, ,0,BCHYDRO-RAW,1660 diff --git a/Streamflow_Scripts/ace_download/analysis/old/bsub_timeslice.bash b/Streamflow_Scripts/ace_download/analysis/old/bsub_timeslice.bash deleted file mode 100644 index 9dcc753a..00000000 --- a/Streamflow_Scripts/ace_download/analysis/old/bsub_timeslice.bash +++ /dev/null @@ -1,44 +0,0 @@ -#!/bin/bash - -############################################################################### -# File name: bsub_timeslice.bash # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: Make calls to the time slice making program and submit the # -# job to the dev_shared queue # -# # -############################################################################### - -if [ ! -e "$HOME/usgs_download/time_slices" ]; then mkdir -p $HOME/usgs_download/time_slices; fi - -if [ ! -e "$HOME/usgs_download/LOGS" ]; then mkdir -p $HOME/usgs_download/LOGS; fi - -cd $HOME/usgs_download/LOGS - -if [ -e "time_slices.bsub" ]; then rm -f "time_slices.bsub"; fi - -cat > time_slices.bsub << EOF -#!/bin/bash -#BSUB -J time_slice_for_da # Job name -#BSUB -o time_slice_for_da.out # output filename -#BSUB -e time_slice_for_da.err # error filename -#BSUB -L /bin/sh # shell script -#BSUB -q "dev_shared" # queue -#BSUB -W 00:30 # wallclock time - timing require to complete run -#BSUB -P "OHD-T2O" # Project name -#BSUB -R 'span[ptile=10]' -#BSUB -M 2048 where ## is memory in MB - -source $HOME/.bashrc - -find $HOME/usgs_download/time_slices -mtime +5 -exec rm {} \; - -$HOME/usgs_download/analysis/make_time_slice_from_usgs_waterml.py -i $1 -o $HOME/usgs_download/time_slices > $HOME/usgs_download/LOGS/time_slices.log -EOF - -bsub < time_slices.bsub diff --git a/Streamflow_Scripts/ace_download/analysis/old/make_time_slice_from_usgs_waterml.py b/Streamflow_Scripts/ace_download/analysis/old/make_time_slice_from_usgs_waterml.py deleted file mode 100644 index ccccac4c..00000000 --- a/Streamflow_Scripts/ace_download/analysis/old/make_time_slice_from_usgs_waterml.py +++ /dev/null @@ -1,131 +0,0 @@ -############################################################################### -# File name: make_time_slice_from_usgs_waterml.py -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: The driver to create NetCDF time slice files from USGS # -# real-time observations # -# # -############################################################################### - -import os, sys, time, getopt -import logging -from string import * -import xml.etree.ElementTree as etree -from datetime import datetime, timedelta -from USGS_Observation import USGS_Observation -from TimeSlice import TimeSlice -from Observation import Observation, All_Observations -#import Tracer - -""" - The driver to parse downloaded waterML 2.0 observations and - create time slices and write to NetCDF files - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: Aug. 26, 2015 -""" -def main(argv): - """ - function to get input arguments - """ - inputdir = '' - try: - opts, args = getopt.getopt(argv,"hi:o:",["idir=", "odir="]) - except getopt.GetoptError: - print('make_time_slice_from_usgs_waterml.py -i -o ') - sys.exit(2) - for opt, arg in opts: - if opt == '-h': - print( \ - 'make_time_slice_from_usgs_waterml.py -i -o ') - sys.exit() - elif opt in ('-i', "--idir"): - inputdir = arg - if not os.path.exists( inputdir ): - raise RuntimeError( 'FATAL Error: inputdir ' + \ - inputdir + ' does not exist!' ) - elif opt in ('-o', "--odir" ): - outputdir = arg - if not os.path.exists( outputdir ): - raise RuntimeError( 'FATAL Error: outputdir ' + \ - outputdir + ' does not exist!' ) - - return (inputdir, outputdir) - -t0 = time.time() - -logging.basicConfig(format=\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s',\ - level=logging.INFO) -logger = logging.getLogger(__name__) -formatter = logging.Formatter(\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s') -#logger.setFormatter(formatter) -logger.info( "System Path: " + str( sys.path ) ) - -if __name__ == "__main__": - try: - odir = main(sys.argv[1:]) - except Exception as e: - logger.error("Failed to get program options.", exc_info=True) - -indir = odir[0] -outdir = odir[1] -logger.info( 'Input dir is "' + indir + '"') -logger.info( 'Output dir is "' + outdir + '"') - -# -# Load USGS observed waterML 2.0 discharge data -# - -try: - usgsobvs = [] - - if not os.path.isdir( indir ): - raise RuntimeError( "FATAL ERROR: " + indir + \ - " is not a directory or does not exist. ") - - for file in os.listdir( indir ): - if file.endswith( ".xml" ) or file.endswith( ".csv" ): - logger.info( 'Reading ' + indir + '/' + file + ' ... ' ) - try: - usgsobvs.append( USGS_Observation( \ - indir + '/' + file ) ) - except Exception as e: - logger.warn( repr( e ), exc_info=True ) - continue - - if not usgsobvs: - raise RuntimeError( "FATAL ERROR: " + indir + \ - " has no USGS Water ML 2.0 or CSV files") - - allobvs = All_Observations( usgsobvs ) -except Exception as e: - logger.error("Failed to load WaterXML files.", exc_info=True) - -logger.info( 'Earliest time in WaterXML: ' + \ - allobvs.timePeriodForAll()[0].isoformat() ) -logger.info( 'Latest time in WaterXML:: ' + \ - allobvs.timePeriodForAll()[1].isoformat() ) - -# -# Create time slices from loaded observations -# -# Set time resolution to 15 minutes -# and -# Write time slices to NetCDF files -# -try: - timeslices = allobvs.makeAllTimeSlices( timedelta( minutes = 15 ), outdir ) -except Exception as e: - logger.error("Failed to make time slices.", exc_info=True) - logger.error("Input dir = " + indir, exc_info=True) - -logger.info( "Total number of timeslices: " + str( timeslices ) ) -logger.info( "Program finished in: " + \ - "{0:.1f}".format( (time.time() - t0) / 60.0 ) + \ - " minutes" ) diff --git a/Streamflow_Scripts/ace_download/analysis/old/test_ace_observation.py b/Streamflow_Scripts/ace_download/analysis/old/test_ace_observation.py deleted file mode 100644 index fb722790..00000000 --- a/Streamflow_Scripts/ace_download/analysis/old/test_ace_observation.py +++ /dev/null @@ -1,47 +0,0 @@ -############################################################################### -# File name: make_time_slice_from_usgs_waterml.py -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: The driver to create NetCDF time slice files from USGS # -# real-time observations # -# # -############################################################################### - -import os, sys, time, urllib, getopt -import logging -from string import * -import xml.etree.ElementTree as etree -from datetime import datetime, timedelta -from ACE_Observation import ACE_Observation -from TimeSlice import TimeSlice -from Observation import Observation, All_Observations -from CWMS_Sites import CWMS_Sites -#import Tracer - -""" - The driver to parse downloaded waterML 2.0 observations and - create time slices and write to NetCDF files - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: Aug. 26, 2015 -""" -def main(argv): - """ - function to get input arguments - """ - sites=CWMS_Sites( "./CWMS_outflow_sites_263_index.csv") - aceflow=ACE_Observation( "./test_data/SWT_AMES.Flow.Inst.1Hour.0.Ccp-Rev.xml", sites) - - irregularaceflow=ACE_Observation( "./test_data/SWF_TX08008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI.xml", sites) - -if __name__ == "__main__": - try: - main(sys.argv[1:]) - except Exception as e: - print("Failed to get program options." + str(e)) - - diff --git a/Streamflow_Scripts/ace_download/analysis/old/test_data/SWF_TX08008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI.xml b/Streamflow_Scripts/ace_download/analysis/old/test_data/SWF_TX08008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI.xml deleted file mode 100644 index 4ead415b..00000000 --- a/Streamflow_Scripts/ace_download/analysis/old/test_data/SWF_TX08008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI.xml +++ /dev/null @@ -1,1136 +0,0 @@ -cpc-ora-db50:S0CWMSZ22019-05-06T15:29:26ZPT3.339SPT0.049S1900-01-01T00:00:00Z2019-05-06T15:29:26ZXMLSWFTX08008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGIENNATIVE1111331133SWFTX08008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGIRAY ROBERTS DAM-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGIRRLT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.ReportingRRLT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI -2016-01-01T06:00:00Z 3778.043 0 -2016-01-02T06:00:00Z 1972.447 0 -2016-01-03T06:00:00Z 1971.421 0 -2016-01-04T06:00:00Z 1970.413 0 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7/12/2017 # -# # -# Description: Submit the USGS time slice job to the WCOSS Cray machines # -# # -############################################################################### - -#BSUB -J time_slice_for_da # Job name -#BSUB -o time_slice_for_da.out # output filename -#BSUB -e time_slice_for_da.err # error filename -#BSUB -L /bin/sh # shell script -#BSUB -q "dev_shared" # queue -#BSUB -W 00:30 # wallclock time - timing require to complete run -#BSUB -P "OHD-T2O" # Project name -#BSUB -R 'span[ptile=10]' -#BSUB -M 2048 where ## is memory in MB - -source $HOME/.bashrc - -find /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices -mtime +5 -exec rm {} \; - -/gpfs/hps/nwc/save/Zhengtao.Cui/chps-wrf-hydro/usgs_download/analysis/make_time_slice_from_usgs_waterml.py -i /gpfs/hps/nwc/noscrub/Zhengtao.Cui/usgs_flow -o /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices > /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices.log diff --git a/Streamflow_Scripts/ace_download/analysis/site-file.csv b/Streamflow_Scripts/ace_download/analysis/site-file.csv deleted file mode 100644 index aa204d7b..00000000 --- a/Streamflow_Scripts/ace_download/analysis/site-file.csv +++ /dev/null @@ -1,71 +0,0 @@ -usace_gage_id,office,gage,gagedFlowl,WaterbodyID,lakeLink,RFC,NWS_LID -UT10131,SPK,Rockport.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,10093168,10091800,10093168,CBRFC,WBWU1 -CA10186,SPK,SAC SHA-Shasta Dam-Sacramento R.Flow-Res Out.Ave.~1Day.1Day.Calc-usbr,2782699,2781987,7966205,CNRFC, -TX00020,MVK,Jferson_BigC_Bay.Flow.Inst.15Minutes.0.DCP-rev,1011780,1010832,1011780,LMRFC,JFET2 -MO30202,SWL,Table_Rock_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,7625336,120053569,8586112,LMRFC,FORM7 -AR00174,SWL,Beaver_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,8589764,167299813,8589608,LMRFC,BVGA4 -KY03001,LRN,BARK2-BARKLEY.Flow.Ave.1Hour.1Hour.man-rev,11878940,166899385,11878948,LMRFC,BAHK2 -KY05017,LRN,KYDK2-KENTUCKY.Flow.Ave.1Hour.1Hour.tva-raw,10575371,120052349,10575371,LMRFC,KYDK2 -NY01055,NAB,Whitney Point.Flow-Reg.Inst.1Hour.0.computed outflow OLD,9423843,9422503,9424107,MARFC,WITN6 -CO01281,NWDM,CHFI.Flow-Out.Inst.1Hour.0.Best-NWO,188657,188031,188743,MBRFC,CFDC2 -KS00024,NWDM,NORN.Flow-Out.Ave.1Day.1Day.Best-NWK,8367756,167266511,8367756,MBRFC,NTDK1 -KS00019,NWDM,CEBL.Flow-Out.Ave.1Day.1Day.Best-NWK,18951675,18950909,18951675,MBRFC,ELSK1 -KS00025,NWDM,WEBR.Flow-Out.Ave.1Day.1Day.Best-NWK,5954109,5943595,5945295,MBRFC,STCK1 -KS00022,NWDM,KIRN.Flow-Out.Ave.1Day.1Day.Best-NWK,7347909,7344817,7347909,MBRFC,KRWK1 -KS00021,NWDM,GLEL.Flow-Out.Ave.1Day.1Day.Best-NWK,3537261,120052972,3537261,MBRFC,GLNK1 -NE01057,NWDM,SC14.Flow-Out.Ave.~1Day.1Day.Best-NWO,17405923,17404975,17405923,MBRFC,ERLN1 -KS00023,NWDM,LOVL.Flow-Out.Ave.1Day.1Day.Best-NWK,19017185,19016317,19017757,MBRFC,LOVK1 -NE01048,NWDM,LAMC.Flow-Out.Ave.~1Day.1Day.Raw-CNPPID,17462840,167794979,17462840,MBRFC,KNGN1 -NE01063,NWDM,SC18.Flow-Out.Ave.~1Day.1Day.Best-NWO,17405437,17404931,17405909,MBRFC,RAYN1 -WY01295,NWDM,PATR.Flow-Out.Ave.1Day.1Day.Raw-USBR,15976270,15975492,15976270,MBRFC,PTDW4 -WY01297,NWDM,SEMR.Flow-Out.Ave.1Day.1Day.Raw-USBR,15976386,167245825,15976386,MBRFC,KORW4 -WY01290,NWDM,ALCR.Flow-Out.Ave.1Day.1Day.Raw-USBR,22106341,22103649,22107769,MBRFC, -WY01378,NWDM,BULA.Flow-Out.Ave.1Day.1Day.Raw-USBR,12901134,12898716,12901134,MBRFC,BLRW4 -WY01299,NWDM,BOYN.Flow-Out.Ave.1Day.1Day.Raw-USBR,12870023,12869679,12871081,MBRFC,SBDW4 -SD01092,NWDM,BEND.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,11546856,11546100,11546856,MBRFC,BBDS2 -SD01093,NWDM,FTRA.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,11550820,120053557,11550820,MBRFC,FRDS2 -WY01300,NWDM,BUBI.Flow-Out.Ave.1Day.1Day.Raw-USBR,4425887,12793741,12794325,MBRFC,CDYW4 -MT00569,NWDM,CLCA.Flow-Out.Ave.1Day.1Day.Raw-USBR,4165978,4167440,4170578,MBRFC,CLKM8 -MT00576,NWDM,YETL.Flow-Out.Ave.1Day.1Day.Raw-USBR,12801362,167204997,12801364,MBRFC,BHRM8 -SD01141,NWDM,SHHI.Flow-Out.Ave.~1Day.1Day.Best-NWO,16188778,21861936,16188778,MBRFC,SHAS2 -ND00151,NWDM,JATO.Flow-Out.Ave.~1Day.1Day.Best-NWO,12577680,120053643,12577680,MBRFC,JMDN8 -MT00568,NWDM,CAFE.Flow-Out.Ave.1Day.1Day.Raw-USBR,3024978,167204871,3024978,MBRFC,CYNM8 -MT00559,NWDM,HOLM.Flow.Inst.1Hour.0.Best-NWDM,3021998,120051950,3022000,MBRFC,HTRM8 -MT00560,NWDM,HSMT.Flow.Inst.1Hour.0.Best-NWDM,3024846,3022162,3024850,MBRFC,HASM8 -MT00025,NWDM,FTPK.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,12461756,167204901,940040008,MBRFC,FPKM8 -IL00117,MVS,Rend Lk-Big Muddy.Flow-Out.Ave.~1Day.1Day.lakerep-rev,13779254,167156996,13779550,NCRFC,RNDI2 -IL00113,MVS,Carlyle Lk-Kaskaskia.Flow-Out.Ave.~1Day.1Day.lakerep-rev,13871378,167122265,13876230,NCRFC,CAYI2 -MO82201,MVS,Mark Twain Lk-Salt.Flow-Out.Ave.~1Day.1Day.lakerep-rev,4867723,937110111,4867727,NCRFC,CDAM7 -IL00118,MVS,Lk Shelbyville-Kaskaskia.Flow-Out.Ave.~1Day.1Day.lakerep-rev,13772418,167122256,13772400,NCRFC,SBYI2 -MN00594,MVP,LockDam_02.Flow.Inst.15Minutes.0.comp,1101436,120051919,1101436,NCRFC,HSTM5 -MN00581,MVP,Highway75_Dam-ServiceSpillway.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4086200,4083202,4085966,NCRFC,ODEM5 -MN00582,MVP,MissHW_PineRiver.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4622350,4620258,4622350,NCRFC,CRLM5 -MN00574,MVP,Orwell_Dam.Flow-Out.Inst.15Minutes.0.rev,909020763,6657709,909020763,NCRFC,ORWM5 -MN00586,MVP,MissHW_Winni.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,22328037,167122141,22328037,NCRFC,WNBM5 -MN00585,MVP,MissHW_Leech.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4819627,4817675,4819627,NCRFC,FEDM5 -PortHuron,LRE,PortHuron.Flow.Inst.0.0.shef-raw,13196034,4800004,13196034,NCRFC, -CT00506,NAE,CRD.Flow.Ave.15Minutes.6Hours.DCP-rev,6107093,6106841,6107211,NERFC, -NH00003,NAE,FFD.Flow.Inst.15Minutes.0.DCP-rev,166174264,166174267,166174264,NERFC, -OR00015,NWDP,CGR.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23773011,23777431,23773011,NWRFC,CGRO3 -ID00287,NWDP,DWR.Flow-Out.Ave.~6Hours.6Hours.CBT-COMPUTED-REV,23630892,23634782,23630892,NWRFC,DWRI1 -TN04102,LRN,CETT1-CENTER_HILL.Flow.Ave.1Hour.1Hour.man-rev,18434275,167122309,18434275,OHRFC, -TN03722,LRN,OHIT1-OLD_HICKORY.Flow.Ave.1Hour.1Hour.man-rev,18415989,18415569,18416017,OHRFC,OHGT1 -TN03701,LRN,JPPT1-J_PERCY_PRIEST.Flow.Ave.1Hour.1Hour.man-rev,18401827,120052688,18401827,OHRFC,JPPT1 -KY03029,LRH,Dewey-Outflow.Flow.Inst.1Hour.0.OBS,886789,885333,886789,OHRFC,DWYK2 -KY03028,LRH,Fishtrap-Outflow.Flow.Inst.1Hour.0.OBS,1089105,1086587,1089105,OHRFC,FTLK2 -WV08902,LRH,Bluestone-Outflow.Flow.Inst.1Hour.0.OBS,6906513,6906421,6906513,OHRFC,BLLW2 -WV06702,LRH,Summersville-Outflow.Flow.Inst.1Hour.0.OBS,4548090,4547794,4548090,OHRFC,SUMW2 -WV09901,LRH,EastLynn-Outflow.Flow.Inst.1Hour.0.OBS,3964916,3964366,3964916,OHRFC,ELSW2 -KY03030,LRH,Grayson-Outflow.Flow.Inst.1Hour.0.OBS,1936384,120052749,1936720,OHRFC,GRAK2 -OH00017,LRH,PaintCr-Outflow.Flow.Inst.1Hour.0.OBS,5232686,5231436,5233352,OHRFC,BBRO1 -WV00707,LRH,Burnsville-Outflow.Flow.Inst.1Hour.0.OBS,19417491,76669453,19417491,OHRFC,BRNW2 -OH00010,LRH,Tappan-Lake.Flow.Inst.1Hour.0.OBS,19392734,19390686,19392734,OHRFC,TAPO1 -OH00002,LRH,WillsCr-Outflow.Flow.Inst.1Hour.0.OBS,15371872,15370770,15371872,OHRFC,WCLO1 -OH00016,LRH,Mohawk-Outflow.Flow.Inst.1Hour.0.OBS,167484595,167484603,167484595,OHRFC,MHWO1 -OH00019,LRH,Mohicanville-Outflow.Flow.Inst.1Hour.0.OBS,167484497,167484552,167484498,OHRFC,MCHO1 -OH00020,LRH,CharlesMill-Outflow.Flow.Inst.1Hour.0.OBS,15410097,15408897,15411519,OHRFC,CHAO1 -LA00181,MVK,Caddo Lake.Flow.Inst.1Hour.0.DCP-rev,1016769,167300381,1016769,LMRFC,LCOL1 -PA01939,LRP,LakeLynn-Outflow.Flow.Inst.1Hour.0.OBS,3773975,3773141,3773977,OHRFC,PMAW2 -ND00146,NWDM,PIST.Flow-Out.Ave.~1Day.1Day.Best-NWO,11505172,120053541,11505172,MBRFC,JAMN8 -WA00170,NWDP,DIA.Flow-Out.Ave.~1Day.1Day.CBT-REV,24255201,24260717,24255205,NWRFC,DIAW1 -WY01380,NWDM,KEYO.Flow-Out.Ave.1Day.1Day.Raw-USBR,10906553,10904095,10906421,MBRFC,KEYW4 diff --git a/Streamflow_Scripts/ace_download/analysis/test_CWMS_Sites.py b/Streamflow_Scripts/ace_download/analysis/test_CWMS_Sites.py deleted file mode 100644 index 83f3561c..00000000 --- a/Streamflow_Scripts/ace_download/analysis/test_CWMS_Sites.py +++ /dev/null @@ -1,44 +0,0 @@ -############################################################################### -# File name: make_time_slice_from_usgs_waterml.py -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: The driver to create NetCDF time slice files from USGS # -# real-time observations # -# # -############################################################################### - -import os, sys, time, urllib, getopt -import logging -from string import * -from datetime import datetime, timedelta -from CWMS_Sites import CWMS_Sites -import csv -#import Tracer - -""" - The driver to parse downloaded waterML 2.0 observations and - create time slices and write to NetCDF files - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: Aug. 26, 2015 -""" -def main(argv): - """ - function to get input arguments - """ - sites=CWMS_Sites( "./CWMS_outflow_sites_263_index.csv") - index = sites.getIndex( "SAJ", "S135-Pump.Flow.Inst.1Hour.0.SFWMD-WM") - print("index = " + index) - - -if __name__ == "__main__": - try: - main(sys.argv[1:]) - except Exception as e: - print("Failed to get program options." + str(e)) - - diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/CWMS_download_current.py b/Streamflow_Scripts/ace_download/stream_flow_download/CWMS_download_current.py deleted file mode 100644 index b797eadf..00000000 --- a/Streamflow_Scripts/ace_download/stream_flow_download/CWMS_download_current.py +++ /dev/null @@ -1,108 +0,0 @@ -#!/usr/bin/env python -import os -import datetime - -import csv -import json - -from warnings import warn -from gov.noaa.nwc.cwmstools import CWMSDownloader - -import argparse - -""" -This program downloads stream flow data from the Army Corp of Engineers (ACE) CWMS web service. - -usage: - python CWMS_download_current --file_format= site_file output_directory - -format is one of "json", "xml", or "csv" -""" - -def main(): - print( datetime.datetime.now(), end = " --- " ) - print( 'Entering CWMS_download_current.py ... ' ) - #parse the command line - parser = argparse.ArgumentParser() - - parser.add_argument("site_file",help="Csv file that contains the gage ids, office codes, and NEDID codes of the gages to download") - parser.add_argument("output_dir",help="The directory to store downloaded files") - parser.add_argument("-f","--file_format",help="The format to store downloaded data [json,xml,csv]",default=json) - - args = parser.parse_args() - - output_path = args.output_dir - csv_data = read_input_csv(args.site_file) - output_format = args.file_format - - downloader = CWMSDownloader() - - for row in csv_data: - - if output_format == "json": - json_data = get_data(downloader, row["office"], row["gage"], "PT-48h", "json") - with open(output_path+"/"+row["usace_gage_id"]+".json","w") as outfile: - json.dump(json_data,outfile,indent=2) - print( datetime.datetime.now(), end = " --- " ) - print( 'Successfully downloaded ' + \ - output_path+"/"+row["usace_gage_id"]+".json" + "!" ) - elif output_format == "xml": - xml_data = get_data(downloader, row["office"], row["gage"], "PT-48h", "xml") - with open(output_path+"/"+row["usace_gage_id"]+".xml", "w") as outfile: - try: - outfile.write(xml_data) - except Exception as e: - print( datetime.datetime.now(), end = " --- " ) - print( 'WARNING: Failed writting ' + \ - output_path+"/"+row["usace_gage_id"]+".xml" + "!" ) - else: - print( datetime.datetime.now(), end = " --- " ) - print( 'Successfully downloaded ' + \ - output_path+"/"+row["usace_gage_id"]+".xml" + "!" ) - - - - elif output_format == "csv": - csv_data = get_data(downloader, row["office"], row["gage"], "PT-48h", "csv") - with open(output_path+"/"+row["usace_gage_id"]+".csv", "w") as outfile: - outfile.write(csv_data) - print( datetime.datetime.now(), end = " --- " ) - print( 'Successfully downloaded ' + \ - output_path+"/"+row["usace_gage_id"]+".csv" + "!" ) - else: - print( datetime.datetime.now(), end = " --- " ) - warn("Unexpected output format",RuntimeWarning) - -# with open( output_path + '/fetch_last_success', 'a'): -# os.utime( output_path + '/fetch_last_success', None ) - print( datetime.datetime.now(), end = " --- " ) - print( 'Leaving CWMS_download_current.py ... ' ) - -def read_input_csv(name): - csv_data = [] - - with open(name) as csv_file: - reader = csv.DictReader(csv_file, delimiter=",") - for row in reader: - csv_data.append(row) - return csv_data - - -def get_data(downloader, office, name, start, data_format): - - stop = False - count = 0 - data = {} - - while not stop and count < 3: - try: - data = downloader.get_data(office, name, start, data_format) - stop = True - except: - count += 1 - - return data - - -if __name__ == "__main__": - main() diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/CWMS_download_range.py b/Streamflow_Scripts/ace_download/stream_flow_download/CWMS_download_range.py deleted file mode 100644 index 340ddfd8..00000000 --- a/Streamflow_Scripts/ace_download/stream_flow_download/CWMS_download_range.py +++ /dev/null @@ -1,95 +0,0 @@ -#!/usr/bin/env python -# from datetime import datetime - -import csv -import json - -from warnings import warn -from gov.noaa.nwc.cwmstools import CWMSDownloader - -import argparse - -""" -This program downloads stream flow data from the Army Corp of Engineers (ACE) CWMS web service. - -usage: - python CWMS_download_current --file_format= site_file output_directory start_date stop_date - -format is one of "json", "xml", or "csv" - -start_date and stop_date must be formated YYYYMMDD -""" - - -def main(): - #parse the command line - parser = argparse.ArgumentParser() - - parser.add_argument("site_file",help="Csv file that contains the gage ids, office codes, and NEDID codes of the gages to download") - parser.add_argument("output_dir",help="The directory to store downloaded files") - parser.add_argument("begin", help="The first date in the requested date range") - parser.add_argument("end", help="The last date in the request date range") - parser.add_argument("-f","--file_format",help="The format to store downloaded data [json,xml,csv]",default=json) - - args = parser.parse_args() - - output_path = args.output_dir - csv_data = read_input_csv(args.site_file) - output_format = args.file_format - begin = args.begin - end = args.end - - #output_path = "/home/dwj/PycharmProjects/CWMS_eval_1/output/" - #csv_data = read_input_csv("/media/sf_Projects/Lakes_upstream_of_A2W_sites_323_total_Final.csv") - #output_format = "xml" - - downloader = CWMSDownloader() - - for row in csv_data: - - if output_format == "json": - json_data = get_data(downloader, row["office"], row["gage"], begin, end, "json") - with open(output_path+row["usace_gage_id"]+".json","w") as outfile: - json.dump(json_data,outfile) - elif output_format == "xml": - xml_data = get_data(downloader, row["office"], row["gage"], begin, end, "xml") - with open(output_path+row["usace_gage_id"]+".xml", "w") as outfile: - outfile.write(xml_data) - elif output_format == "csv": - csv_data = get_data(downloader, row["office"], row["gage"], begin, end, "csv") - with open(output_path+row["usace_gage_id"]+".csv", "w") as outfile: - outfile.write(csv_data) - else: - warn("Unexpected output format",RuntimeWarning) - - - - -def read_input_csv(name): - csv_data = [] - - with open(name) as csv_file: - reader = csv.DictReader(csv_file, delimiter=",") - for row in reader: - csv_data.append(row) - return csv_data - - -def get_data(downloader, office, name, begin, end, data_format): - - stop = False - count = 0 - data = {} - - while not stop and count < 3: - try: - data = downloader.get_data_range(office, name, begin, end, data_format) - stop = True - except: - count += 1 - - return data - - -if __name__ == "__main__": - main() diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/CWMS_historic_download.py b/Streamflow_Scripts/ace_download/stream_flow_download/CWMS_historic_download.py deleted file mode 100644 index e7d906a6..00000000 --- a/Streamflow_Scripts/ace_download/stream_flow_download/CWMS_historic_download.py +++ /dev/null @@ -1,136 +0,0 @@ -from datetime import datetime -import csv - -import isodate -import os.path - -from gov.noaa.nwc.cwmstools import CWMSDownloader - - -def main(): - csv_data = read_input_csv("/home/dwj/PycharmProjects/CWMS_eval_1/Lakes_upstream_of_A2W_sites_with_NIDID_323_Final.csv") - downloader = CWMSDownloader() - - output_data = [] - - for row in csv_data: - - output_path = "output/" + row["NIDID"]+".csv" - - # dont process gages that allready have stored data - if os.path.exists(output_path) and os.path.isfile(output_path): - continue - - # download data about one gage - (time1, data1) = get_flows_and_times(downloader, row["Office"], row["gage"], "P-70y") - - # calculate daily averages for the current gage's data - output_data = find_daily_values(time1, data1) - - # write an output csv with data on this gage - write_output_csv(output_path, output_data) - - return - -def find_daily_values(times, values): - output_data = [] - - if ( len(times) < 1): - output_data.append({"date" : "N/A", "average-flow" : "N/A", - "quality" : "N/A"}) - elif ( len(times) == 1): - output_data.append({"date": times[0], "average-flow": values[0], - "quality": 100}) - else: - current_date = times[0].date() - current_sum = values[0] - current_count = 1 - for i in range(0, len(times)): - if ( times[i].date() == current_date): - current_sum += values[i] - current_count += 1 - else: - output_data.append({"date" : current_date, - "average-flow" : float(current_sum) / current_count, - "quality" : 100}) - current_date = times[i].date() - current_sum = values[i] - current_count = 1 - - return output_data - - -def write_output_csv(name, csv_data): - with open(name, mode='w') as csv_file: - fieldnames = ["date", "average-flow", "quality"] - - # setup a csv reader with the list of field names - writer = csv.DictWriter(csv_file, fieldnames=fieldnames) - writer.writeheader() - - # write the file - writer.writerows(csv_data) - - -def read_input_csv(name): - csv_data = [] - - with open(name) as csv_file: - reader = csv.DictReader(csv_file, delimiter=",") - for row in reader: - csv_data.append(row) - return csv_data - - -def get_flows_and_times(downloader, office, name, start): - - stop = False - count = 0 - data = {} - - while not stop and count < 3: - try: - data = downloader.get_data(office, name, start, "json") - stop = True - except: - count += 1 - - times = [] - flows = [] - try: - for part1 in data['time-series']['time-series']: - if 'irregular-interval-values' in part1.keys(): - for part2 in part1['irregular-interval-values']['values']: - times.append(isodate.parse_datetime(part2[0])) - flows.append(part2[1]) - elif 'regular-interval-values' in part1.keys(): - for segment in part1['regular-interval-values']['segments']: - # print (segment.keys()) - first_time_str = segment['first-time'] - last_time_str = segment['last-time'] - - first_time = isodate.parse_datetime(first_time_str) - last_time = isodate.parse_datetime(last_time_str) - - values = segment['values'] - time_step = (last_time - first_time) / (len(values) - 1) - - for i in range(0, len(values)): - flows.append(values[i][0]) - times.append(first_time + (i * time_step)) - - # print(first_time, last_time, time_step) - - else: - print(part1) - except: - print("Error no data from office="+office+" name="+name) - - # print(times) - # print(flows) - - return times, flows - - -if __name__ == "__main__": - main() diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/gov/__init__.py b/Streamflow_Scripts/ace_download/stream_flow_download/gov/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/__init__.py b/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/nwc/__init__.py b/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/nwc/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/nwc/cwmstools/CWMSDownloader.py b/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/nwc/cwmstools/CWMSDownloader.py deleted file mode 100644 index b81dfd24..00000000 --- a/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/nwc/cwmstools/CWMSDownloader.py +++ /dev/null @@ -1,129 +0,0 @@ - -import ssl -import urllib.request - -import json - -import datetime - - -class CWMSDownloader: - #def __init__(self, url="http://cwms-data.usace.army.mil/cwms-data/timeseries?"): - #def __init__(self, url="https://water.usace.army.mil/cwms-data/timeseries?"): - def __init__(self, url="http://water.usace.army.mil/cwms-data/timeseries?"): - """Constructor for CWMS Downloader class""" - self.service_url = url - - def get_data(self, office, name, begin, data_format): - """ Download data for request office and station name with - data range determined by begin and file format controled by data_format. """ - - ctx = ssl.create_default_context() - ctx.check_hostname = False - ctx.verify_mode = ssl.CERT_NONE - - # build the request string out of parameters - request_str = self.service_url\ - + "office="+office \ - + "&name="+name\ - + "&begin="+begin\ - + "&format="+data_format - - request_str = urllib.parse.quote(request_str, ":/?&=") - - print( datetime.datetime.now(), end = " --- " ) - print(request_str) - - # get the response from the web service - resp = urllib.request.urlopen(request_str, context=ctx) - - # print(resp) - - if data_format == "json": - # extract the response data as a byte array - resp_data = resp.read() - - # print(type(resp_data)) - # print(resp_data) - - # convert the byte array to string - json_resp = resp_data.decode('utf8') - - # print(type(json_resp)) - # print(json_resp) - - json_data = json.loads(json_resp) - - # s = json.dumps(json_data, indent=4, sort_keys=True) - # print(s) - - return json_data - else: - # extract the response data as a byte array - resp_data = resp.read() - - # print(type(resp_data)) - # print(resp_data) - - # convert the byte array to string - txt_resp = resp_data.decode('utf8') - - return txt_resp - - - def get_data_range(self, office, name, begin, end, data_format): - """ Download data for request office and station name with - data range determined by begin and file format controled by data_format. """ - - ctx = ssl.create_default_context() - ctx.check_hostname = False - ctx.verify_mode = ssl.CERT_NONE - - # build the request string out of parameters - request_str = self.service_url\ - + "office="+office \ - + "&name="+name\ - + "&begin="+begin\ - + "&end="+end\ - + "&format="+data_format - - request_str = urllib.parse.quote(request_str, ":/?&=") - - print( datetime.datetime.now(), end = " --- " ) - print(request_str) - - # get the response from the web service - resp = urllib.request.urlopen(request_str, context=ctx) - - # print(resp) - - if data_format == "json": - # extract the response data as a byte array - resp_data = resp.read() - - # print(type(resp_data)) - # print(resp_data) - - # convert the byte array to string - json_resp = resp_data.decode('utf8') - - # print(type(json_resp)) - # print(json_resp) - - json_data = json.loads(json_resp) - - # s = json.dumps(json_data, indent=4, sort_keys=True) - # print(s) - - return json_data - else: - # extract the response data as a byte array - resp_data = resp.read() - - # print(type(resp_data)) - # print(resp_data) - - # convert the byte array to string - txt_resp = resp_data.decode('utf8') - - return txt_resp diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/nwc/cwmstools/__init__.py b/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/nwc/cwmstools/__init__.py deleted file mode 100644 index f11dd9db..00000000 --- a/Streamflow_Scripts/ace_download/stream_flow_download/gov/noaa/nwc/cwmstools/__init__.py +++ /dev/null @@ -1 +0,0 @@ -from gov.noaa.nwc.cwmstools.CWMSDownloader import CWMSDownloader \ No newline at end of file diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/run_usace.sh b/Streamflow_Scripts/ace_download/stream_flow_download/run_usace.sh deleted file mode 100644 index fb9d7a57..00000000 --- a/Streamflow_Scripts/ace_download/stream_flow_download/run_usace.sh +++ /dev/null @@ -1,88 +0,0 @@ -#!/bin/bash - -############################################################################### -# File name: run_usace.sh # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 05/2022 # -# # -# # -# Description: Run the US SACE Stream Flow scripts # -# Supported by the NWS Water Predication Center # -# # -# 12/18/2024 OWP Download json format datafiles instead of xml # -# # -############################################################################### - -#module unload python -#module load python -#module list - -#log=$DBNROOT/user/usgs_download/parallel_download_master.log -#log=/gpfs/hps3/ptmp/Zhengtao.Cui/usace_download.log -#OUTDIR=/gpfs/hps3/ptmp/Zhengtao.Cui/ace_json_test - -SITE_FILE=./site-file.csv -OUTDIR=$DCOMROOT/usace_streamflow - -log=$DBNROOT/log/usace_download.log.`date -u +%Y%m%d` -touchfiles=("$OUTDIR") - -cd $DBNROOT/user/usace_download - -if [ ! -e ${OUTDIR} ]; then mkdir -p ${OUTDIR}; fi - -USACE_DOWNLOAD_MASTER=$DBNROOT/user/usace_download/CWMS_download_current.py - -DATE=`/bin/date +%H:%M` - -RESETLOGAT="05:28" - -if [ "$DATE" = "$RESETLOGAT" ] -then - echo "Message: reset ${USACE_DOWNLOAD_MASTER} log file" - rm $log -fi - -# Check if process is already running with this package -if pgrep -f CWMS_download_current.py > /dev/null 2>&1 -then - echo "Message: ${USACE_DOWNLOAD_MASTER} package is running" - for f in ${touchfiles[@]} - do - timediff=$((`date +%s` - `stat -c "%Y" $f`)) - if [ $timediff -gt $(( 3600 * 2 )) ] #three hours - then - echo "Message: touch file $f is older than 3 hours" - echo "Message: restart CWMS_download_current.py" - kill -9 `pgrep -f CWMS_download_current.py` - nohup python3 ${USACE_DOWNLOAD_MASTER} -f json ${SITE_FILE} $OUTDIR >> $log 2>&1 & - echo "Message: done restart USACE CWMS_download_current.py" - break - fi - - done - -else - echo "Message: ${USACE_DOWNLOAD_MASTER} package NOT running" - nohup python3 $USACE_DOWNLOAD_MASTER -f json ${SITE_FILE} ${OUTDIR} >> $log 2>&1 & - echo "Message: ${USACE_DOWNLOAD_MASTER} package started" -fi - -## Monitoring adjusted to check for non-zero byte files 09/07/2021 -f=$(ls -ltr $OUTDIR | tail -1 | awk '{print $9}') -if [ -s $OUTDIR/${f} ]; -then - #file is larger than 0-byte - most_recent=`ls -ltr $OUTDIR | tail -1 | awk '{print $6" "$7" "$8}'` - touch -d "$most_recent" $DBNROOT/tmp/usace_streamflow -else - echo "Files are empty. Check to see if the website is down." >> $log -fi - - -## -exit diff --git a/Streamflow_Scripts/ace_download/stream_flow_download/site-file.csv b/Streamflow_Scripts/ace_download/stream_flow_download/site-file.csv deleted file mode 100644 index aa204d7b..00000000 --- a/Streamflow_Scripts/ace_download/stream_flow_download/site-file.csv +++ /dev/null @@ -1,71 +0,0 @@ -usace_gage_id,office,gage,gagedFlowl,WaterbodyID,lakeLink,RFC,NWS_LID -UT10131,SPK,Rockport.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,10093168,10091800,10093168,CBRFC,WBWU1 -CA10186,SPK,SAC SHA-Shasta Dam-Sacramento R.Flow-Res Out.Ave.~1Day.1Day.Calc-usbr,2782699,2781987,7966205,CNRFC, -TX00020,MVK,Jferson_BigC_Bay.Flow.Inst.15Minutes.0.DCP-rev,1011780,1010832,1011780,LMRFC,JFET2 -MO30202,SWL,Table_Rock_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,7625336,120053569,8586112,LMRFC,FORM7 -AR00174,SWL,Beaver_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,8589764,167299813,8589608,LMRFC,BVGA4 -KY03001,LRN,BARK2-BARKLEY.Flow.Ave.1Hour.1Hour.man-rev,11878940,166899385,11878948,LMRFC,BAHK2 -KY05017,LRN,KYDK2-KENTUCKY.Flow.Ave.1Hour.1Hour.tva-raw,10575371,120052349,10575371,LMRFC,KYDK2 -NY01055,NAB,Whitney Point.Flow-Reg.Inst.1Hour.0.computed outflow OLD,9423843,9422503,9424107,MARFC,WITN6 -CO01281,NWDM,CHFI.Flow-Out.Inst.1Hour.0.Best-NWO,188657,188031,188743,MBRFC,CFDC2 -KS00024,NWDM,NORN.Flow-Out.Ave.1Day.1Day.Best-NWK,8367756,167266511,8367756,MBRFC,NTDK1 -KS00019,NWDM,CEBL.Flow-Out.Ave.1Day.1Day.Best-NWK,18951675,18950909,18951675,MBRFC,ELSK1 -KS00025,NWDM,WEBR.Flow-Out.Ave.1Day.1Day.Best-NWK,5954109,5943595,5945295,MBRFC,STCK1 -KS00022,NWDM,KIRN.Flow-Out.Ave.1Day.1Day.Best-NWK,7347909,7344817,7347909,MBRFC,KRWK1 -KS00021,NWDM,GLEL.Flow-Out.Ave.1Day.1Day.Best-NWK,3537261,120052972,3537261,MBRFC,GLNK1 -NE01057,NWDM,SC14.Flow-Out.Ave.~1Day.1Day.Best-NWO,17405923,17404975,17405923,MBRFC,ERLN1 -KS00023,NWDM,LOVL.Flow-Out.Ave.1Day.1Day.Best-NWK,19017185,19016317,19017757,MBRFC,LOVK1 -NE01048,NWDM,LAMC.Flow-Out.Ave.~1Day.1Day.Raw-CNPPID,17462840,167794979,17462840,MBRFC,KNGN1 -NE01063,NWDM,SC18.Flow-Out.Ave.~1Day.1Day.Best-NWO,17405437,17404931,17405909,MBRFC,RAYN1 -WY01295,NWDM,PATR.Flow-Out.Ave.1Day.1Day.Raw-USBR,15976270,15975492,15976270,MBRFC,PTDW4 -WY01297,NWDM,SEMR.Flow-Out.Ave.1Day.1Day.Raw-USBR,15976386,167245825,15976386,MBRFC,KORW4 -WY01290,NWDM,ALCR.Flow-Out.Ave.1Day.1Day.Raw-USBR,22106341,22103649,22107769,MBRFC, -WY01378,NWDM,BULA.Flow-Out.Ave.1Day.1Day.Raw-USBR,12901134,12898716,12901134,MBRFC,BLRW4 -WY01299,NWDM,BOYN.Flow-Out.Ave.1Day.1Day.Raw-USBR,12870023,12869679,12871081,MBRFC,SBDW4 -SD01092,NWDM,BEND.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,11546856,11546100,11546856,MBRFC,BBDS2 -SD01093,NWDM,FTRA.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,11550820,120053557,11550820,MBRFC,FRDS2 -WY01300,NWDM,BUBI.Flow-Out.Ave.1Day.1Day.Raw-USBR,4425887,12793741,12794325,MBRFC,CDYW4 -MT00569,NWDM,CLCA.Flow-Out.Ave.1Day.1Day.Raw-USBR,4165978,4167440,4170578,MBRFC,CLKM8 -MT00576,NWDM,YETL.Flow-Out.Ave.1Day.1Day.Raw-USBR,12801362,167204997,12801364,MBRFC,BHRM8 -SD01141,NWDM,SHHI.Flow-Out.Ave.~1Day.1Day.Best-NWO,16188778,21861936,16188778,MBRFC,SHAS2 -ND00151,NWDM,JATO.Flow-Out.Ave.~1Day.1Day.Best-NWO,12577680,120053643,12577680,MBRFC,JMDN8 -MT00568,NWDM,CAFE.Flow-Out.Ave.1Day.1Day.Raw-USBR,3024978,167204871,3024978,MBRFC,CYNM8 -MT00559,NWDM,HOLM.Flow.Inst.1Hour.0.Best-NWDM,3021998,120051950,3022000,MBRFC,HTRM8 -MT00560,NWDM,HSMT.Flow.Inst.1Hour.0.Best-NWDM,3024846,3022162,3024850,MBRFC,HASM8 -MT00025,NWDM,FTPK.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,12461756,167204901,940040008,MBRFC,FPKM8 -IL00117,MVS,Rend Lk-Big Muddy.Flow-Out.Ave.~1Day.1Day.lakerep-rev,13779254,167156996,13779550,NCRFC,RNDI2 -IL00113,MVS,Carlyle Lk-Kaskaskia.Flow-Out.Ave.~1Day.1Day.lakerep-rev,13871378,167122265,13876230,NCRFC,CAYI2 -MO82201,MVS,Mark Twain Lk-Salt.Flow-Out.Ave.~1Day.1Day.lakerep-rev,4867723,937110111,4867727,NCRFC,CDAM7 -IL00118,MVS,Lk Shelbyville-Kaskaskia.Flow-Out.Ave.~1Day.1Day.lakerep-rev,13772418,167122256,13772400,NCRFC,SBYI2 -MN00594,MVP,LockDam_02.Flow.Inst.15Minutes.0.comp,1101436,120051919,1101436,NCRFC,HSTM5 -MN00581,MVP,Highway75_Dam-ServiceSpillway.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4086200,4083202,4085966,NCRFC,ODEM5 -MN00582,MVP,MissHW_PineRiver.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4622350,4620258,4622350,NCRFC,CRLM5 -MN00574,MVP,Orwell_Dam.Flow-Out.Inst.15Minutes.0.rev,909020763,6657709,909020763,NCRFC,ORWM5 -MN00586,MVP,MissHW_Winni.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,22328037,167122141,22328037,NCRFC,WNBM5 -MN00585,MVP,MissHW_Leech.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4819627,4817675,4819627,NCRFC,FEDM5 -PortHuron,LRE,PortHuron.Flow.Inst.0.0.shef-raw,13196034,4800004,13196034,NCRFC, -CT00506,NAE,CRD.Flow.Ave.15Minutes.6Hours.DCP-rev,6107093,6106841,6107211,NERFC, -NH00003,NAE,FFD.Flow.Inst.15Minutes.0.DCP-rev,166174264,166174267,166174264,NERFC, -OR00015,NWDP,CGR.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23773011,23777431,23773011,NWRFC,CGRO3 -ID00287,NWDP,DWR.Flow-Out.Ave.~6Hours.6Hours.CBT-COMPUTED-REV,23630892,23634782,23630892,NWRFC,DWRI1 -TN04102,LRN,CETT1-CENTER_HILL.Flow.Ave.1Hour.1Hour.man-rev,18434275,167122309,18434275,OHRFC, -TN03722,LRN,OHIT1-OLD_HICKORY.Flow.Ave.1Hour.1Hour.man-rev,18415989,18415569,18416017,OHRFC,OHGT1 -TN03701,LRN,JPPT1-J_PERCY_PRIEST.Flow.Ave.1Hour.1Hour.man-rev,18401827,120052688,18401827,OHRFC,JPPT1 -KY03029,LRH,Dewey-Outflow.Flow.Inst.1Hour.0.OBS,886789,885333,886789,OHRFC,DWYK2 -KY03028,LRH,Fishtrap-Outflow.Flow.Inst.1Hour.0.OBS,1089105,1086587,1089105,OHRFC,FTLK2 -WV08902,LRH,Bluestone-Outflow.Flow.Inst.1Hour.0.OBS,6906513,6906421,6906513,OHRFC,BLLW2 -WV06702,LRH,Summersville-Outflow.Flow.Inst.1Hour.0.OBS,4548090,4547794,4548090,OHRFC,SUMW2 -WV09901,LRH,EastLynn-Outflow.Flow.Inst.1Hour.0.OBS,3964916,3964366,3964916,OHRFC,ELSW2 -KY03030,LRH,Grayson-Outflow.Flow.Inst.1Hour.0.OBS,1936384,120052749,1936720,OHRFC,GRAK2 -OH00017,LRH,PaintCr-Outflow.Flow.Inst.1Hour.0.OBS,5232686,5231436,5233352,OHRFC,BBRO1 -WV00707,LRH,Burnsville-Outflow.Flow.Inst.1Hour.0.OBS,19417491,76669453,19417491,OHRFC,BRNW2 -OH00010,LRH,Tappan-Lake.Flow.Inst.1Hour.0.OBS,19392734,19390686,19392734,OHRFC,TAPO1 -OH00002,LRH,WillsCr-Outflow.Flow.Inst.1Hour.0.OBS,15371872,15370770,15371872,OHRFC,WCLO1 -OH00016,LRH,Mohawk-Outflow.Flow.Inst.1Hour.0.OBS,167484595,167484603,167484595,OHRFC,MHWO1 -OH00019,LRH,Mohicanville-Outflow.Flow.Inst.1Hour.0.OBS,167484497,167484552,167484498,OHRFC,MCHO1 -OH00020,LRH,CharlesMill-Outflow.Flow.Inst.1Hour.0.OBS,15410097,15408897,15411519,OHRFC,CHAO1 -LA00181,MVK,Caddo Lake.Flow.Inst.1Hour.0.DCP-rev,1016769,167300381,1016769,LMRFC,LCOL1 -PA01939,LRP,LakeLynn-Outflow.Flow.Inst.1Hour.0.OBS,3773975,3773141,3773977,OHRFC,PMAW2 -ND00146,NWDM,PIST.Flow-Out.Ave.~1Day.1Day.Best-NWO,11505172,120053541,11505172,MBRFC,JAMN8 -WA00170,NWDP,DIA.Flow-Out.Ave.~1Day.1Day.CBT-REV,24255201,24260717,24255205,NWRFC,DIAW1 -WY01380,NWDM,KEYO.Flow-Out.Ave.1Day.1Day.Raw-USBR,10906553,10904095,10906421,MBRFC,KEYW4 diff --git a/Streamflow_Scripts/canada_download/EmptyDirOrFileException.py b/Streamflow_Scripts/canada_download/EmptyDirOrFileException.py deleted file mode 100644 index dbc5ea22..00000000 --- a/Streamflow_Scripts/canada_download/EmptyDirOrFileException.py +++ /dev/null @@ -1,11 +0,0 @@ -class EmptyDirOrFileException( Exception ): - """Exception raised for empty input files or directories. - Attributes: - expression -- input expression in which the error occurred - message -- explanation of the error - """ - pass - -# def __init__(self, message): -# self.expression = expression -# self.message = message diff --git a/Streamflow_Scripts/canada_download/TimeSliceC.py b/Streamflow_Scripts/canada_download/TimeSliceC.py deleted file mode 100644 index be6dd6ad..00000000 --- a/Streamflow_Scripts/canada_download/TimeSliceC.py +++ /dev/null @@ -1,240 +0,0 @@ -import os, sys, time, math -from string import * -from datetime import datetime, timedelta -import calendar -import netCDF4 -import numpy as np -import pytz - -def isclose(a, b, rel_tol=1e-09, abs_tol=0.0): - '''Python 2 implementation of Python 3.5 math.isclose() - https://hg.python.org/cpython/file/tip/Modules/mathmodule.c#l1993''' - # sanity check on the inputs - if rel_tol < 0 or abs_tol < 0: - raise ValueError("tolerances must be non-negative") - - # short circuit exact equality -- needed to catch two infinities of - # the same sign. And perhaps speeds things up a bit sometimes. - if a == b: - return True - - # This catches the case of two infinities of opposite sign, or - # one infinity and one finite number. Two infinities of opposite - # sign would otherwise have an infinite relative tolerance. - # Two infinities of the same sign are caught by the equality check - # above. - if math.isinf(a) or math.isinf(b): - return False - - # now do the regular computation - # this is essentially the "weak" test from the Boost library - diff = math.fabs(b - a) - result = (((diff <= math.fabs(rel_tol * b)) or - (diff <= math.fabs(rel_tol * a))) or - (diff <= abs_tol)) - return result - -def dict_compare(d1, d2): - d1_keys = set(d1.keys()) - d2_keys = set(d2.keys()) - intersect_keys = d1_keys.intersection(d2_keys) - added = d1_keys - d2_keys - removed = d2_keys - d1_keys - modified = dict() - for o in intersect_keys: - f0 = d1[o][0] == d2[o][0] - f1 = isclose( d1[o][1], d2[o][1],abs_tol=0.01 ) - f2 = isclose( d1[o][2], d2[o][2]) - if not f0 or not f1 or not f2: - modified[o] = (d1[o], d2[o]) - same = set(o for o in intersect_keys if d1[o] == d2[o]) - return added, removed, modified, same - -class TimeSliceC: - """ Description: Store one time slice data (from Canadian data) - Author: Tim Hunter (tim.hunter@noaa.gov) drawing HEAVILY on - original code by Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: Feb 15, 2018 - """ - stationIdStrLen = 15 - stationIdLong_name = "WSC station id padded to length 15" - timeStrLen = 19 - timeUnit = "UTC" - timeLong_name = "YYYY-MM-DD_HH:mm:ss UTC" - dischargeUnit = "m^3/s" - dischargeLong_name = "Discharge.cubic_meters_per_second" - dischargeQualityUnit = "-" - dischargeQualityLong_name = \ - "Discharge quality 0 to 100 to be scaled by 100." - - def __init__(self, time_stamp, resolution, station_time_value ): - # insure that time stamp is tz-aware. Time is already UTC. - self.centralTimeStamp = time_stamp.replace(tzinfo=pytz.UTC) - self.sliceTimeResolution = resolution - self.obvStationTimeValue = station_time_value - - def isEmpty( self ): - return not self.obvStationTimeValue - - def print_station_time_value( self ): - for e in self.obvStationTimeValue: - print( "Slice: central time: ", \ - self.centralTimeStamp.isoformat(), \ - e[0], e[1].isoformat(), e[2] ) - - def getStationIDs( self ): - stationL = [] - for e in self.obvStationTimeValue: - stationL.append( list( e[ 0 ][4:] ) ) - for s in stationL: - if len(s) < self.stationIdStrLen: - for i in range( len(s), self.stationIdStrLen ): - s.insert(0, ' ' ) - elif len(s) > self.stationIdStrLen: - s = s[0:self.stationIdStrLen - 1] - return stationL - - def getDischargeValues( self ): - values = [] - for e in self.obvStationTimeValue: - values.append( e[ 2 ] ) - return values - - def getDischargeTimes( self ): - obvtimes = [] - for e in self.obvStationTimeValue: - obvtimes.append(list(e[1].strftime("%Y-%m-%d_%H:%M:00"))) - return obvtimes - - def getQueryTimes( self ): - qtimes = [] - for e in self.obvStationTimeValue: - qtimes.append( calendar.timegm( e[ 1 ].utctimetuple() ) ) - return qtimes - - def getSliceNCFileName( self ): - tval = (self.sliceTimeResolution.days * 24 * 60) + (self.sliceTimeResolution.seconds // 60) - filename = (self.centralTimeStamp.strftime("%Y-%m-%d_%H_%M_00.") + - str(int(tval)).zfill(2) + "min.wscTimeSlice.ncdf") - return filename - - def getDischargeQuality( self ): - dq = [] - for e in self.obvStationTimeValue: - dq.append( e[ 3 ] ) - return dq - - def toNetCDF( self, outputdir = './' ): - fname = outputdir + '/' + self.getSliceNCFileName() - nc_fid = netCDF4.Dataset(fname, 'w', format='NETCDF4' ) - nc_fid.createDimension( 'stationIdStrLen', self.stationIdStrLen ) - nc_fid.createDimension( 'stationIdInd', None ) - nc_fid.createDimension( 'timeStrLen', self.timeStrLen ) - stationId = nc_fid.createVariable( 'stationId', 'S1',\ - ('stationIdInd', 'stationIdStrLen') ) - stationId.setncatts( {'long_name' : self.stationIdLong_name, \ - 'units' : '-'} ) - - time = nc_fid.createVariable( 'time', 'S1',\ - ('stationIdInd', 'timeStrLen' ) ) - time.setncatts( {'long_name' : self.timeLong_name, \ - 'units' : self.timeUnit} ) - - discharge = nc_fid.createVariable( 'discharge', 'f4',\ - ('stationIdInd', ) ) - discharge.setncatts( {'long_name' : self.dischargeLong_name, \ - 'units' : self.dischargeUnit} ) - discharge_quality = \ - nc_fid.createVariable( 'discharge_quality', 'i2',\ - ('stationIdInd', ) ) - discharge_quality.setncatts( {'long_name' : \ - self.dischargeQualityLong_name, \ - 'units' : self.dischargeQualityUnit, \ - 'multfactor' : '0.01' } ) - queryTime = nc_fid.createVariable( 'queryTime', 'i4',\ - ('stationIdInd', ) ) - - queryTime.setncatts( { 'units' : \ - 'seconds since 1970-01-01 00:00:00 local TZ' } ) - - tres = self.sliceTimeResolution.days * 24 * 60 + \ - self.sliceTimeResolution.seconds // 60 - nc_fid.setncatts( { 'fileUpdateTimeUTC': \ - datetime.utcnow().strftime( "%Y-%m-%d_%H:%M:00" ), \ - 'sliceCenterTimeUTC' : \ - self.centralTimeStamp.strftime( "%Y-%m-%d_%H:%M:00" ),\ - 'sliceTimeResolutionMinutes' : \ - str(int(tres)).zfill(2) } ) - - discharge[ : ] = self.getDischargeValues() - queryTime[ : ] = self.getQueryTimes() - - stations = self.getStationIDs() - stationId[ : ] = stations - - time[ : ] = self.getDischargeTimes() - discharge_quality[:] = self.getDischargeQuality() - - nc_fid.close() - - @classmethod - def fromNetCDF( self, ncfilename ): - nc_fid = netCDF4.Dataset( ncfilename, 'r' ) - timestamp = datetime.strptime( \ - nc_fid.getncattr( 'sliceCenterTimeUTC' ), \ - "%Y-%m-%d_%H:%M:00" ) - - time_resol = timedelta( minutes = \ - int( nc_fid.getncattr( 'sliceTimeResolutionMinutes' ) ) ) - - stations = netCDF4.chartostring( \ - nc_fid.variables[ 'stationId'][ : ] ) - - discharge = nc_fid.variables[ 'discharge'][ : ] - - queryTime = nc_fid.variables[ 'queryTime'][ : ] - - quality = nc_fid.variables[ 'discharge_quality'][ : ] - - stationTimeValue = [] - for s, d, q, qual in zip( stations, discharge, queryTime, quality ): - stationTimeValue.append( \ - ( 'CAN.' + s.strip(), \ - datetime.utcfromtimestamp( q ).replace(tzinfo=pytz.UTC), \ - d, qual ) ) - - nc_fid.close() - return self( timestamp, time_resol, stationTimeValue ) - - def mergeOld( self, oldTimeSlice ): - if self.centralTimeStamp != oldTimeSlice.centralTimeStamp or \ - self.sliceTimeResolution != oldTimeSlice.sliceTimeResolution: - print( 'new_cts=', self.centralTimeStamp ) - print( 'old_cts=', oldTimeSlice.centralTimeStamp ) - print( 'new_res=', self.sliceTimeResolution ) - print( 'old_res=', oldTimeSlice.sliceTimeResolution ) - raise RuntimeError( "FATAL ERROR: the two time slices " + - " differ, not merging ..." ) - else: - site_time_value = dict() - for e in self.obvStationTimeValue: - site_time_value[ e[ 0 ] ] = ( e[1], e[2], e[3] ) - old_site_time_value = dict() - - for e in oldTimeSlice.obvStationTimeValue: - old_site_time_value[ e[ 0 ] ] = ( e[1], e[2], e[3] ) - - added, removed, modified, same = ( - dict_compare(site_time_value, old_site_time_value )) - - if not added and not modified : - return False - - old_site_time_value.update( site_time_value ) - self.obvStationTimeValue = [] - for site in old_site_time_value: - self.obvStationTimeValue.append( ( site, \ - old_site_time_value[ site ][ 0 ], \ - old_site_time_value[ site ][ 1 ], \ - old_site_time_value[ site ][ 2 ] ) ) - return True diff --git a/Streamflow_Scripts/canada_download/WSC_Observation.py b/Streamflow_Scripts/canada_download/WSC_Observation.py deleted file mode 100644 index ebdc6fe0..00000000 --- a/Streamflow_Scripts/canada_download/WSC_Observation.py +++ /dev/null @@ -1,397 +0,0 @@ -import os, sys, time, csv -from string import * -from datetime import datetime, timedelta -# import xml.utils.iso8601 -import xml.etree.ElementTree as etree -from TimeSliceC import TimeSliceC -import pytz -from EmptyDirOrFileException import EmptyDirOrFileException - -class WSC_Observation: - "Store one WSC data set " - - def __init__(self, csvfilename): - self.timevalue = dict() - - # - # Define the column names I want to use - # If WSC changes file formats, this may need to be updated. - # - #csvfields = ('id', 'date', 'level', 'lgrade', 'lsymbol', 'lqaqc', - # 'discharge', 'dgrade', 'dsymbol', 'dqaqc') - # - #The header has changed since Feb 22, 2023. - csvfields = ('ID', 'Date', 'Water Level / Niveau d\'eau (m)', - 'Grade', 'Symbol / Symbole', 'QA/QC', - 'Discharge / DÃit (cms)', 'Grade', 'Symbol / Symbole', 'QA/QC') - # - #Using utf-8 causes error like this, - #'utf-8' codec can't decode byte 0xe9 in position 81: invalid continuation byte - #use 'latin-1' or 'ISO-8859-1' instead - # - #with open(csvfilename, 'r', encoding="utf-8") as csvfile: - #with open(csvfilename, 'r', encoding="latin-1") as csvfile: - with open(csvfilename, 'r', encoding="ISO-8859-1") as csvfile: - reader = csv.DictReader(csvfile, fieldnames=csvfields) - next(reader) - for row in reader: - try: - dischstr = row['Discharge / DÃit (cms)'] - discharge = float(dischstr) * 1.0 - qstr = row['QA/QC'] - except: - discharge = -999999.0 - dkey = None - try: - # - # Split the date string into two parts... Y-M-D and H:M:S - # Then parse them into a timezone-naive object - # Per the documentation from WSC, this timestamp is described as: - # "data timestamp in ISO 8601 format, Local Standard Time (LST)" - # So if the timestamp is - # 2018-08-16T13:30:00-0500 - # I am interpreting that as 1:30 pm local time, and that local time - # is 5 hours behind UTC. If this interpretation is incorrect, the - # following code should be modified appropriately. - # - # Once I have a datetime object representing the local time, I can - # use the timezone info to translate that into UTC, which is what - # will be used as the data key value. - # - # NOTE!!!!! When storing the data, we are rounding/stripping the - # seconds field to 0. So I need to do the same thing here. - # That is accomplished very simply, by replacing whatever was - # specified for seconds with '00'. If this is not done we end up - # with mismatch issues when we are merging timeslices. - # - s = row['Date'].split("T") - ymd = s[0] - hms = s[1][:6] + '00' - dsnz = ymd + ' ' + hms # format is YYYY-MM-DD HH:MM:SS - dtnz = datetime.strptime(dsnz, '%Y-%m-%d %H:%M:%S') # timezone-naive object - - tz = s[1][8:] - tzh = int(tz[1:3]) # time zone hours, *absolute value*; typically 4 or 5 for GL region - tzm = int(tz[4:]) # time zone minutes, typically 0 for GL region - tzoff = timedelta(hours=tzh, minutes=tzm) - - # - # Adjust the time appropriately so that it represents - # the UTC time. - # - if (tz[0] == '-'): - dtu = dtnz + tzoff # this is GL case - else: - dtu = dtnz - tzoff - - # - # Make it timezone-aware, assigning it to UTC timezone and - # then using that datetime value as the dictionary key - # - dkey = dtu.replace(tzinfo=pytz.UTC) - except Exception as e: - raise Exception( \ - 'cannot parse date... {}'.format(e) ) from e - if dkey and discharge >= 0: - dataquality = self.calculateDataQuality(discharge, \ - int( qstr ) ) - self.timevalue[dkey] = (discharge, dataquality) - else: - self.timevalue[dkey] = (-999999.0, 0) - self.stationID = 'CAN.' + row['ID'] - - timekeys = sorted( self.timevalue.keys() ) - - self.obvPeriod = timekeys[0], timekeys[-1] - self.stationName = self.stationID - self.generationTime = timekeys[0] - self.unit = 'm3/s' - - - def calculateDataQuality(self, value, qacode): - """ Calculate a quality code for the discharge measurement based on - the value and associated QA/QC code. The defined QA/QC codes are: - 1 = preliminary, 2 = reviewed, 3 = checked, 4 = approved - """ -######################################################################## -#Date: Fri, 10 Jul 2020 12:49:57 -0600 -#From: James McCreight -#To: Zhengtao Cui -#Cc: Tim Hunter - NOAA Federal , -#Brian Cosgrove - NOAA Federal , -#Arezoo RafieeiNasab , David Gochis , -#Aubrey Dugger , Ryan Cabell , -#Laura Read -#Subject: Re: High priority....Canada streamflow issue -#Parts/Attachments: -#1 OK ~342 lines Text (charset: UTF-8) -#2 Shown ~728 lines Text (charset: UTF-8) -#---------------------------------------- -#So, I would say it depends on our expectations of what the codes really -#mean, but the weight penalties should be thought of as "relative to model -#error" with .5 giving something like equal weight. Generally, the -#observation is going to be much better (there are exceptions) even when it's -#not revised (at least for USGS).... unless this is just not true for these -#gages. -#I might suggest the weighting scheme below in code, based on my best guess. -#Here is my basic thought process: -#Within 28 hours (the extended look back period), we dont get to QC levels 3 -#and 4 because that process likely takes longer. -#So, once we reach 2, we are probably doing as well as can be expected. -#It would be informative to see how much the OPERATIONAL data stream has -#quality 1 and 2 and what the ?tis between obs time and time that that flag -#arrives. -#It might be informative to also see if/how much the discharge values change -#when their quality codes change. -#It is possible that the necessary data/flow is beyond what is currently -#setup, but doing an aggressive saving of the canada gage obs files could -#shed some light. -# -#def calculateDataQuality(self, value, qacode): -# """ Calculate a quality code for the discharge measurement based on -# the value and associated QA/QC code. The defined QA/QC codes are: -# 1 = preliminary, 2 = reviewed, 3 = checked, 4 = approved -# """ -# quality = 0 -# if value <= 0 or value > 9000: -# quality = 0 -# else: -# if qacode == 1: -# quality = 75 -# elif qacode == 2: -# quality = 100 -# elif qacode == 3: -# quality = 100 -# elif qacode == 4: -# quality = 100 -# else: -# quality = 0 -# return quality -#------------------------------------------------------- -#James L. McCreight -#NCAR Research Applications Lab -#office: FL2 2065 -#office phone: 303-497-8404 -#cell: 831-261-5149 -######################################################################## -#Date: Thu, 16 Jul 2020 14:15:12 -0400 -#From: Brian Cosgrove - NOAA Federal -#To: Arezoo RafieeiNasab -#Cc: Zhengtao Cui , -# James McCreight , -# Tim Hunter - NOAA Federal , -# David Gochis , Aubrey Dugger , -# Ryan Cabell , Laura Read -# Subject: Re: High priority....Canada streamflow issue -# Parts/Attachments: -# 1.1 OK 509 lines Text (charset: UTF-8) -# 1.2 Shown ~39 KB Text (charset: UTF-8) -# 2 OK 977 KB Image -#---------------------------------------- -#Okay, barring any further input/concerns from folks, let's do this.... -#Zhengtao, can you alter it so that it gives 100% weight (quality) to the -#incoming obs even if the QC code is only '1'? I don't' think we're seeing -#the desired impact of the obs currently....let's see how it looks after that -#change in real-time. -# -#So this would change to quality = 100 -# -# > if qacode == 1: -# > quality = 75 -# -# Thanks, -# Brian -# - quality = 0 - if value <= 0 or value > 9000: - quality = 0 - else: - if qacode == 1: - quality = 100 - elif qacode == 2: - quality = 100 - elif qacode == 3: - quality = 100 - elif qacode == 4: - quality = 100 - else: - quality = 0 - return quality - - def getTimeValueAt(self, at_time, resolution = timedelta() ): - closestTimes = [] - distances = [] - for k in sorted(self.timevalue): - td = abs(k - at_time) - if td <= resolution/2: - closestTimes.append(k) - distances.append(td) - if closestTimes: - closest = [x for y,x in sorted(zip(distances,closestTimes))] [0] - return (closest, self.timevalue[closest]) - else: - return None - - -class All_WSC_Observations: - """Store all WSC data in a given directory""" - def __init__(self, wscdatadir ): - self.source = wscdatadir - self.wscobvs = [] - if not os.path.isdir(wscdatadir): - raise RuntimeError("FATAL ERROR: " + wscdatadir - + " is not a directory or does not exist. ") - - twodaysago = datetime.now() - timedelta( days = 2 ) - for file in os.listdir(wscdatadir): - if file.endswith(".csv"): - fname = wscdatadir + '/' + file - st = os.stat( fname ) - # - # Don't process data older than 2 days. - # - if datetime.fromtimestamp( st.st_mtime) > twodaysago: - try: - print( 'Reading ' + fname + ' ... ' ) - self.wscobvs.append(WSC_Observation(fname)) - except Exception as e: - print( "WARNING: parsing CSV file error: " + \ - file + ", skipping ... " ) - print( e ) - continue - - if not self.wscobvs: - raise EmptyDirOrFileException( "Input directory " + wscdatadir \ - + " has no Water Survey of Canada CSV files or the " - "Water Survey CSV files contain no flow data!" ) - - self.index = -1 - - self.timePeriod = self.wscobvs[0].obvPeriod - for obv in self.wscobvs: - if self.timePeriod[0] > obv.obvPeriod[0]: - self.timePeriod = ( obv.obvPeriod[0], self.timePeriod[1]) - if self.timePeriod[1] < obv.obvPeriod[1]: - self.timePeriod = ( self.timePeriod[0], obv.obvPeriod[1]) - - - def __iter__(self): - return self - - def next(self): - if self.index == len( self.wscobvs ) - 1: - self.index = -1 - raise StopIteration - self.index = self.index + 1 - return self.wscobvs[self.index] - - def timePeriodForAll(self): - return self.timePeriod - - # - # Step through the observations, finding the entry that - # is closest (time-wise) to the desired timestamp. - # Append that observation to the station_time_value_list. - # Then create a TimeSliceC object from all of the observations in that list. - # - def makeTimeSlice(self, timestamp, timeresolution): - station_time_value_list = [] - for obv in self.wscobvs: - closestObv = obv.getTimeValueAt( timestamp, timeresolution ) - if closestObv: - c0 = closestObv[0] - c10 = closestObv[1][0] - c11 = closestObv[1][1] - station_time_value_list.append((obv.stationID, c0, c10, c11)) - timeSlice = TimeSliceC(timestamp, timeresolution, station_time_value_list) - return timeSlice - - def makeAllTimeSlices(self, timeresolution, outdir): - # - # the time resolutions must divide 60 minutes with no remainder - # - if 3600 % timeresolution.seconds != 0: - raise RuntimeError( "FATAL Error: Time slice resolution must " - "divide 60 minutes with no remainder." ) - - # - # Always start two days ago because sometimes the downloaded realtime - # files contain old data older than six months, See the email from NCO - # Simon Hsiao on Dec 16, 2022, with subject - # "20221216 12z nwm_canada_timeslices job hung". - # - # -# NWM team, -# -# The 20221216 12z nwm_canada_timeslices job hung failed seeing hung reached walltime 10 min. here are the job logfiles and working dir for your investigations, rerun still hung - -# /lfs/h1/ops/prod/output/20221216/nwm_canada_timeslices_12_1725.o33696851 -- 1st run -# /lfs/h1/ops/prod/output/20221216/nwm_canada_timeslices_12_1739.o33703661 -- 2nd run -# /lfs/f1/ops/prod/tmp/nwm_canada_timeslices_12_1725.33696851.dbqs01 - 1st run working dir -# /lfs/f1/ops/prod/tmp/nwm_canada_timeslices_12_1739.33703661.dbqs01/ -- 2nd run working dir -# In the working dir,there are some 2022-06-01 15 min WscTimeSlice.ncdf data files as below , why back to 202206 ? -# 2022-06-01_05_00_00.15min.wscTimeSlice.ncdf -# ... -# 2022-06-03_23_00_00.15min.wscTimeSlice.ncdf -# -# Thanks, -# -# /Simon -# SPA Office - - # - # need to use UTC time here - startTime = datetime.now().replace(tzinfo=pytz.UTC) - timedelta( days = 2 ) - - #Round the start time to the nearist 0, 15, 30 and 45 minutes - #Otherwise the filename will be wrong. - - #startTime = self.timePeriod[0] - - if startTime.minute >= 8 and startTime.minute <= 22: - startTime = datetime( startTime.year, startTime.month, - startTime.day, startTime.hour, - 15, tzinfo=startTime.tzinfo ) - elif startTime.minute >= 23 and startTime.minute <= 37: - startTime = datetime( startTime.year, startTime.month, - startTime.day, startTime.hour, - 30, tzinfo=startTime.tzinfo ) - elif startTime.minute >= 38 and startTime.minute <= 52: - startTime = datetime( startTime.year, startTime.month, - startTime.day, startTime.hour, - 45, tzinfo=startTime.tzinfo ) - elif startTime.minute < 8: - startTime = datetime( startTime.year, startTime.month, - startTime.day, startTime.hour, - 0, tzinfo=startTime.tzinfo ) - else: # > 52 - startTime = datetime( startTime.year, startTime.month, - startTime.day, startTime.hour, - 0, tzinfo=startTime.tzinfo ) + \ - timedelta( hours = 24 ) - - while startTime < self.timePeriod[0]: - startTime += timeresolution - - if startTime > self.timePeriod[1]: - raise RuntimeError("FATAL Error: observation time period wrong!") - - count = 0 - print ("Timeslice start time: ", startTime ) - while startTime <= self.timePeriod[1]: - print ("making time slice for ", startTime.isoformat()) - oneSlice = self.makeTimeSlice(startTime, timeresolution) - if ( not oneSlice.isEmpty() ): - updatedOrNew = True - slicefilename = outdir + '/' +oneSlice.getSliceNCFileName() - if os.path.isfile( slicefilename ): - oldslice = TimeSliceC.fromNetCDF( slicefilename ) - updatedOrNew = oneSlice.mergeOld( oldslice ) - if updatedOrNew: - oneSlice.toNetCDF(outdir) - print (oneSlice.getSliceNCFileName() + " updated!") - else: - print (oneSlice.getSliceNCFileName() + " not updated!") - count = count + 1 - - startTime += timeresolution - return count diff --git a/Streamflow_Scripts/canada_download/canadian_flow_retrieval.py b/Streamflow_Scripts/canada_download/canadian_flow_retrieval.py deleted file mode 100644 index 87270385..00000000 --- a/Streamflow_Scripts/canada_download/canadian_flow_retrieval.py +++ /dev/null @@ -1,291 +0,0 @@ -#!/usr/bin/env python - -from contextlib import closing -import os, sys, time, getopt, re -import datetime, time -import pytz -from string import * -from six.moves import urllib -import ssl -#import HTMLParser - - -def main(argv): - """ - Function to get output directory - - Return: Output directory - """ - outputdir = '' - try: - opts, args = getopt.getopt(argv,"h:o:",["odir="]) - except getopt.GetoptError: - print( 'canadian_flow_retrieval.py -o ' ) - sys.exit(2) - for opt, arg in opts: - if opt == '-h': - print( 'canadian_flow_retrieval.py -o ' ) - sys.exit() - elif opt in ("-o", "--odir"): - outputdir = arg - if not os.path.exists( outputdir ): - os.makedirs( arg ) - - print( 'Output dir is "', outputdir ) - return outputdir -#----------------------------------------------------------- -# -# Download real time stream flow data from the Canadian "datamart" -# for a given list of stations. -# -def fetch_ca_sites( sites, province, odir ): - - good_sites = () - fail_sites = () - # - # Loop through each station - # - for site_id in sites: - print( datetime.datetime.now(), end = " --- " ) - print( 'downloading ', site_id ) - # - # Construct the query URL - # - dirstring = 'https://dd.weather.gc.ca/hydrometric/csv/' + province + '/hourly/' - filename = province + '_' + site_id + '_hourly_hydrometric.csv' - URL = ( dirstring + filename ) - localFile = odir + os.path.sep + filename - print( datetime.datetime.now(), end = " --- " ) - print( "URL: " + URL) - print( datetime.datetime.now(), end = " --- " ) - print( "local file: " + localFile) - - # - # Connect to the server - # - try: - lFile = urllib.request.urlretrieve(URL, localFile) - good_sites = good_sites + (site_id,) - except IOError as e: - #print ('WARN: site : ', site_id, ' skipped - ' #, e.reason) - # - # If failed, remember the station id and continue - # - fail_sites = fail_sites + ( site_id, ) - - return good_sites, fail_sites - -#----------------------------------------------------------- -def build_download_list( province, odir ): - # - # province = 'ON' or 'QC' (Ontario or Quebec) - # odir = output directory - # - # - # Get the UTC offset, in seconds, then convert that to a - # timedelta object. - # - tz_offset = datetime.timedelta(seconds=time.timezone) - - # - # Define the regular expression search patterns that will be repeatedly used - # with the information on the web page listing. - # site_pattern will identify sites that are in the Great Lakes basin only ("02" is the key) - # ts_pattern is used for parsing the modification timestamp - # - site_pattern = re.compile(province + '_02' + '.{5}' + '_hourly_hydrometric.csv') - ts_pattern = re.compile('[\d]{4}-[\d]{2}-[\d]{2} [\d]{2}:[\d]{2}') - - # - # Define some useful date constants - # - missing_time = datetime.datetime(1000, 1, 1, 1, 1, 1, 1) - future_offset = datetime.timedelta(days=99999) - - # - # Get the directory listing from the web page. - # Parse each line. If it is a file entry, check the "modified time" vs the - # local file's timestamp. If the modified time is more recent, then we - # need to update that file, so add it to the list. - # - total_sites = 0 - sitelist=list() - - urllib.request.urlcleanup() - urlstring = 'https://dd.weather.gc.ca/hydrometric/csv/' + province + '/hourly/' - print( datetime.datetime.now(), end = " --- " ) - print( urlstring ) - with closing(urllib.request.urlopen(urlstring)) as dirlisting: - for line in dirlisting: - s = line.decode('ascii') - match_site = site_pattern.search(s) - if (match_site): - total_sites += 1 - fname = match_site.group(0) # e.g. "ON_02AB006_hourly_hydrometric.csv" - id = fname[3:10] - - # - # Get timestamp for the existing local file with that same id (if - # it exists.) Adjust to UTC, because the modification times reported - # on the remote server are given in UTC. - # If the remote file's timestamp is newer, that means it has been - # updated since the last time we downloaded a file for that site. - # - local_file = odir + os.path.sep + fname - l_mod_time = missing_time # default invalid value, long ago - if os.path.isfile(local_file): - try: - lfm = os.path.getmtime(local_file) # local file mod time (float value) - l_mod_time = datetime.datetime.fromtimestamp(lfm) - l_mod_time = l_mod_time + tz_offset - except: - l_mod_time = missing_time - - # - # Extract the modified time for the remote file (from the html dir listing) - # Format (in testing, at least) is, e.g. "2018-08-16 18:46". - # These are UTC times. - # - # If the time retrieval fails (or formatting has changed since this - # code was updated), then the remote file is assigned a modification - # date far into the future, which will force the file to be flagged as - # "new", and needing to be updated. The resulting sitelist will contain - # a list of the site IDs for those files that need to be updated. - # - match_ts = ts_pattern.search(s) - if match_ts: - ds = match_ts.group(0) - try: - r_mod_time = datetime.datetime.strptime(ds, '%Y-%m-%d %H:%M') - except: - r_mod_time = datetime.datetime.now() - else: - r_mod_time = l_mod_time + future_offset # default future value - - # - # Compare timestamps and add to list if needed - # - try: - if (r_mod_time > l_mod_time): sitelist.append(id) - except Exception: - pass - - print( datetime.datetime.now(), end = " --- " ) - print(len(sitelist), ' of ', total_sites, ' need to be updated') - return sitelist - - -#----------------------------------------------------------- -# -# The main function to download real time stream flow -# -# -def canadian_flow_retrieval( odir ): - - # - # This fixes the certificate verify error - # ERROR: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed (_ssl.c:777) - # - try: - _create_unverified_https_context = ssl._create_unverified_context - except AttributeError: - # Legacy Python that doesn't verify HTTPS certificates by default - pass - else: - # Handle target environment that doesn't support HTTPS verification - ssl._create_default_https_context = _create_unverified_https_context - - # - # How often to check for new files (in minutes). - # It appears (by simple observation) that the files are - # updated about every 30 minutes. Not all files are updated - # at the same time, so setting this to an interval of about - # 10 minutes seems like a reasonable value to me, but users - # should adjust to whatever they deem appropriate. - # - download_frequency = 10 - - # - # Time stamp when the process starts - # - loop_start = time.time() - - # - # Infinite loop - # For testing, disable the "while True:" line and enable the - # two loop number lines. - # - lnum = 0 -# while True: -# while lnum < 25: - while lnum < 1: - lnum = lnum + 1 - # - # Query the Canadian web site to build a list of files that have been updated - # since the last time we updated them on the local filesystem. - # Total number of sites available is approximately 500, so this executes quickly. - # - updated_ON = build_download_list( 'ON', odir ) - updated_QC = build_download_list( 'QC', odir ) - list_of_updated_sites = updated_ON + updated_QC - - # - # How many files need to be updated? - # - upd_count = 0 - if (list_of_updated_sites): - upd_count = len(list_of_updated_sites) - - # - # If count > 0, then update the files in the list. - # Two lists are returned: - # good_sites = list of sites that were successfully updated - # fail_sites = list of sites that failed when trying to update them. - # - if (upd_count > 0): - good_sites_on, fail_sites_on = fetch_ca_sites( updated_ON, 'ON', odir ) - good_sites_qc, fail_sites_qc = fetch_ca_sites( updated_QC, 'QC', odir ) - good_sites = good_sites_on + good_sites_qc - fail_sites = fail_sites_on + fail_sites_qc - try: - i = len(good_sites) - except: - i = 0 - try: - j = len(fail_sites) - except: - j = 0 - print( datetime.datetime.now(), end = " --- " ) - print('There were ', i, ' good downloads and ', j, ' failed downloads') - - - # - # Compute the correct amount of time to sleep before - # doing this again. - # - loop_end = time.time() - elapsed = loop_end - loop_start # seconds - sleep_time = (download_frequency * 60.0) - elapsed - - # - # If the specified sleep time has already elapsed because - # the download took longer than the specified time, then - # just sleep for an arbitrary 10 seconds in order to - # be sure that everything gets to a fully reset state. - # - if (sleep_time <= 10): sleep_time = 10 - - # - # Sleep for the specified number of seconds. - # -# print('sleeping for ', sleep_time, ' seconds') -# time.sleep( sleep_time ) - loop_start = time.time() - -#----------------------------------------------------------- -#----------------------------------------------------------- - -#MyDir = '/gpfs/hps3/ptmp/Zhengtao.Cui/CanDA/test1' -#MyDir = '/gpfs/hps3/ptmp/Zhengtao.Cui/wscxml2' - -#canadian_flow_retrieval( odir ) diff --git a/Streamflow_Scripts/canada_download/how_data_assimilation_works.txt b/Streamflow_Scripts/canada_download/how_data_assimilation_works.txt deleted file mode 100644 index ab37947d..00000000 --- a/Streamflow_Scripts/canada_download/how_data_assimilation_works.txt +++ /dev/null @@ -1,36 +0,0 @@ -Description of how the Data Assimilation scripting works. - -James McCreight of NCAR supplied me with scripts developed by Zhengtao Cui (at NCAR?) for automated retrieval of streamflow gauge data from USGS and format conversion into a standard netCDF format used by the National Water Model. These source code files are also available on github.com under the NCAR domain, project name wrf_hydro_nwm_NWIS and I think they are a match to what I received, although I did not verify that. I used the scripts from James as a template for doing the same thing with Canadian streamflow data. All scripts are written in Python 2.7 and are intended for use in a linux environment. - -Basic download workflow is to start up a master process that runs in an infinite loop. It appears to me that there may be some limitations on process length in the environment for which this was developed, so the master process seems to be set up to die and restart on a schedule. Regardless of that mechanism, the underlying process is based on this infinite never-ending loop that checks the server at a prescribed interval. It compares timestamps of the streamflow gauge data files with the timestamps of the corresponding file on the local file system. When the remote file is newer than the local file, that means it has been updated and needs to be downloaded. That is done, and the downloaded data is then translated into an appropriate netCDF file. After all files have been checked, the process sleeps until the next prescribed update check. - -Conversion to NetCDF format is done as a separate process, and the code for that process is also supplied. - - -USGS scripts received from James McCreight: -name purpose ---------------------- ---------------------------------------------------------------- -run_usgs.sh bash script used to start the main infinite loop process -parallel_download_master.py infinite loop process to run routine for check/download -usgs_iv_retrieval.py control script to get all stations updated in the last N minutes -find_changed_site_for_huc.py determine which stations are updated, and make list -fetch_sites.py download the stations identified in a list - -make_time_slice_from_usgs_waterml.py convert downloaded station data from USGS format to NWM netCDF -TimeSlice.py build the netCDF timeslice files -USGS_Observation.py read USGS format - - -Scripts developed by Tim Hunter for Canadian flow data: -name purpose ---------------------- ---------------------------------------------------------------- -run_canflow.sh bash script used to start the main infinite loop process -parallel_dm_can.py infinite loop process to run routine for check/download -canadian_flow_retrieval.py control script to identify and download all stations updated in the last N minutes - -make_time_slice_from_canada.py convert downloaded station data from WSC format to NWM netCDF -TimeSliceC.py build the netCDF timeslice files -WSC_Observation.py read WSC (Water Survey of Canada) format - - -Note that I kept the script organization and naming relatively consistent with the stuff developed by Zhengtao, but I did simplify/combine the Canadian stuff a little bit. It should be relatively easy and straightforward for whoever implements this on WCOSS or elsewhere to adapt the code and use the new Canadian scripts as a separate standalone process. If the goal is to build a combined process script for doing both the US and Canadian files together, then that will likely be a bit more complicated, obviously. But my hope is that keeping things relatively parallel in structure and naming will facilitate that work (if needed). diff --git a/Streamflow_Scripts/canada_download/make_time_slice_from_canada.py b/Streamflow_Scripts/canada_download/make_time_slice_from_canada.py deleted file mode 100644 index 295b568c..00000000 --- a/Streamflow_Scripts/canada_download/make_time_slice_from_canada.py +++ /dev/null @@ -1,92 +0,0 @@ -import os, sys, time, urllib, getopt -import logging -from string import * -import xml.etree.ElementTree as etree -from datetime import datetime, timedelta -from WSC_Observation import WSC_Observation, All_WSC_Observations -from TimeSliceC import TimeSliceC -from EmptyDirOrFileException import EmptyDirOrFileException - -""" - The driver to parse downloaded hydrologic data files from - Environment and Climate Change Canada (Water Survey of Canada), - and then to create time slices and write to NetCDF files. - Author: Tim Hunter (tim.hunter@noaa.gov) drawing heavily on - the prior work done by Zhengtao Cui for the USGS data. - Date: February 2018 -""" -def main(argv): - """ - function to get input arguments - """ - inputdir = '' - try: - opts, args = getopt.getopt(argv,"hi:o:",["idir=", "odir="]) - except getopt.GetoptError: - print( 'make_time_slice_from_canada.py -i -o ' ) - sys.exit(2) - for opt, arg in opts: - if opt == '-h': - print( \ - 'make_time_slice_from_canada.py -i -o ' ) - sys.exit() - elif opt in ('-i', "--idir"): - inputdir = arg - if not os.path.exists( inputdir ): - raise RuntimeError( 'FATAL Error: inputdir ' + \ - inputdir + ' does not exist!' ) - elif opt in ('-o', "--odir" ): - outputdir = arg - if not os.path.exists( outputdir ): - raise RuntimeError( 'FATAL Error: outputdir ' + \ - outputdir + ' does not exist!' ) - - return (inputdir, outputdir) - -logging.basicConfig(format=\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s',\ - level=logging.INFO) -logger = logging.getLogger(__name__) -formatter = logging.Formatter(\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s') -#logger.setFormatter(formatter) -logger.info( "System Path: " + str( sys.path ) ) - -if __name__ == "__main__": - odir = main(sys.argv[1:]) - -indir = odir[0] -outdir = odir[1] - -# -# Load discharge data as downloaded from ECCC datamart. Current URL -# for a parent directory is http://dd.weather.gc.ca/hydrometric/csv/ -# Files are found further down that tree. -# -try: - allobvs = All_WSC_Observations( indir ) -except EmptyDirOrFileException as e: - logger.warning( str(e), exc_info=True) - sys.exit(0) -except Exception as e: - logger.error("Failed to load Canadian CSV files: " + str(e), exc_info=True) - sys.exit(3) - -print( 'earliest time: ', allobvs.timePeriodForAll()[0] ) -print( 'latest time: ', allobvs.timePeriodForAll()[1] ) - -# -# Create time slices from loaded observations -# -# Set time resolution to 15 minutes -# and -# Write time slices to NetCDF files -# -try: - timeslices = allobvs.makeAllTimeSlices( timedelta( minutes = 15 ), outdir ) -except Exception as e: - logger.error("Failed to make time slices: " + str(e) , exc_info=True) - logger.error("Input dir = " + indir, exc_info=True) - sys.exit(3) - -print( "total number of timeslices: ", timeslices ) diff --git a/Streamflow_Scripts/canada_download/parallel_dm_can.py b/Streamflow_Scripts/canada_download/parallel_dm_can.py deleted file mode 100644 index de6a3f24..00000000 --- a/Streamflow_Scripts/canada_download/parallel_dm_can.py +++ /dev/null @@ -1,79 +0,0 @@ -#!/usr/bin/env python - -import sys, time, os -import multiprocessing -import canadian_flow_retrieval - -if __name__ == "__main__": - odir = canadian_flow_retrieval.main(sys.argv[1:]) - print( "odir=" + odir) - canadian_flow_retrieval.canadian_flow_retrieval( odir ) - -# -# Start the downloading process -# "procs['can']=" creates a new process (thread), -# but does not make it start executing. So in this case we are -# creating a thread, but it does not begin executing yet. -# -# Note that this code/method is overly complicated for the single -# process that is being created here, but I am keeping things as -# close as possible to Zhengtao Ciu's code/method. He was making -# 3 processes. -# -procs=dict() -procs['can'] = multiprocessing.Process( name='can', \ - target=canadian_flow_retrieval, args=(odir) ) - -# -# Here is where we actually start those new threads executing -# -#for p in procs.values(): -# print( 'start : ' + p.name ) -# p.start() - -## -## Infinite loop to keep the process running. -## If it stalled or crashed, restart. -## -#while True: -# time.sleep( 2*3600 ) -# proc_restarted = [] -# for p in procs.values(): -# if p.is_alive(): -# if os.path.isfile( odir + '/canadian_flow_retrieval'): -# t = os.stat( odir + '/canadian_flow_retrieval') -# c = t.st_mtime -# if c < time.time() - 180 : -# print( 'process: ', p.name, 'stalled!!' ) -# # restart -# p.terminate() -# pr = multiprocessing.Process( name=p.name, -# target=canadian_flow_retrieval, args=(odir) ) -# proc_restarted.append( pr ) -# pr.start() -# print( 'restarted : ', p.name ) -# else: -# print( 'process: ', p.name, 'status file doesn\'t exist' ) -# p.terminate() -# pr = multiprocessing.Process( name=p.name, -# target=canadian_flow_retrieval, args=(odir) ) -# proc_restarted.append( pr ) -# pr.start() -# print( 'process: ', p.name, 'restarted :' ) -# else: -# print( 'process: ', p.name, ' is not alive.' ) -# p.terminate() -# pr = multiprocessing.Process( name=p.name, -# target=canadian_flow_retrieval, args=(odir) ) -# proc_restarted.append( pr ) -# print( 'process: ', p.name, 'restarted :' ) -# pr.start() -# -# if proc_restarted: -# for p in proc_restarted: -# procs[ p.name ] = p - -#for p in procs.values(): -# p.join() -# print( '%s.exitcode = %s' % (p.name, p.exitcode) ) - diff --git a/Streamflow_Scripts/canada_download/run_canflow.sh b/Streamflow_Scripts/canada_download/run_canflow.sh deleted file mode 100644 index a9d2eb57..00000000 --- a/Streamflow_Scripts/canada_download/run_canflow.sh +++ /dev/null @@ -1,47 +0,0 @@ -#!/bin/bash - -# Run the Canadian Stream Flow scripts -# Developed by Tim Hunter at NOAA/GLERL, shamelessly plagiarizing work by -# Zhengtao Cui at NOAA/OHD - -log=/gpfs/hps3/ptmp/Zhengtao.Cui/CanDA/can_download_log.txt -OUTDIR=/gpfs/hps3/ptmp/Zhengtao.Cui/CanDA/test1/ - -touchfiles=("$OUTDIR") - -cd /gpfs/hps3/nwc/noscrub/Zhengtao.Cui/nwtest3/nwm.v2.1/ush/canada_download -PARALLEL_DM_CAN=/gpfs/hps3/nwc/noscrub/Zhengtao.Cui/nwtest3/nwm.v2.1/ush/canada_download/parallel_dm_can.py - -DATE=`/bin/date +%H:%M` - -RESETLOGAT="05:28" - -# Check if process is already running with this package -if pgrep -f parallel_dm_can.py > /dev/null 2>&1 -then - echo "Message: parallel_dm_can.py package is running" - if [ "$DATE" = "$RESETLOGAT" ] - then - echo "Message: reset Canadian parallel_dm_can log file" - rm $log - fi - - for f in ${touchfiles[@]} - do - timediff=$((`date +%s` - `stat -c "%Y" $f`)) - if [ $timediff -gt $(( 3600 * 3 )) ] #three hours - then - echo "Message: touch file $f is older than 3 hours" - echo "Message: restart Canadian parallel_dm_can.py" - kill -9 `pgrep -f parallel_dm_can.py` - nohup $PARALLEL_DM_CAN -o $OUTDIR >> $log 2>&1 & - echo "Message: done restart Canadian parallel_dm_can.py" - break - fi - - done -else - echo "Message: parallel_dm_can.py package NOT running" - nohup $PARALLEL_DM_CAN -o $OUTDIR >> $log 2>&1 & -fi -exit diff --git a/Streamflow_Scripts/environment.yml b/Streamflow_Scripts/environment.yml deleted file mode 100644 index 7d73f8f9..00000000 --- a/Streamflow_Scripts/environment.yml +++ /dev/null @@ -1,9 +0,0 @@ -name: NextGen_Streamflow_Scripts -channels: - - defaults - - anaconda -dependencies: - - python~=3.10.0 - - netCDF4 - - python-dateutil - - pytz \ No newline at end of file diff --git a/Streamflow_Scripts/requirements.txt b/Streamflow_Scripts/requirements.txt deleted file mode 100644 index 7dbf2667..00000000 --- a/Streamflow_Scripts/requirements.txt +++ /dev/null @@ -1,3 +0,0 @@ -netcdf4 -python-dateutil -pytz diff --git a/Streamflow_Scripts/usgs_download/analysis/ACE_Observation.py b/Streamflow_Scripts/usgs_download/analysis/ACE_Observation.py deleted file mode 100755 index e7fa3cde..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/ACE_Observation.py +++ /dev/null @@ -1,146 +0,0 @@ -############################################################################### -# Module name: ACE_Observation -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 05/28/2019 # -# # -# Description: manage data in a ACE CWMS xml file # -# # -############################################################################### - -import os, sys, time, csv, re -import logging -from string import * -from collections import OrderedDict -from datetime import datetime, timedelta -import dateutil.parser -import pytz -#import iso8601 -import xml.etree.ElementTree as etree -from TimeSlice import TimeSlice -#import Tracer -from Observation import Observation -from CWMS_Sites import CWMS_Sites - -def parseDuration( period ): - regex = re.compile('(?P-?)P(?:(?P\d+)Y)?(?:(?P\d+)M)?(?:(?P\d+)D)?(?:T(?:(?P\d+)H)?(?:(?P\d+)M)?(?:(?P\d+)S)?)?') - - # Fetch the match groups with default value of 0 (not None) - duration = regex.match(period).groupdict(0) - - # Create the timedelta object from extracted groups - delta = timedelta(days=int(duration['days']) + \ - (int(duration['months']) * 30) + \ - (int(duration['years']) * 365), \ - hours=int(duration['hours']), \ - minutes=int(duration['minutes']), \ - seconds=int(duration['seconds'])) - - if duration['sign'] == "-": - delta *= -1 - - return delta - -class ACE_Observation(Observation): - """ - Store one USGS WaterML2.0 data - """ - def __init__(self, cwmsxmlfilename, cwmssites ): - """ - Initialize the ACE_Observation object with a given - filename - """ - self.source = cwmsxmlfilename - self.timeValueQuality = OrderedDict() - self._sites = cwmssites - if cwmsxmlfilename.endswith( '.xml' ): - self.loadCWMSxml( cwmsxmlfilename ) - else: - raise RuntimeError( "FATAL ERROR: Unknow file type: " + \ - cwmsxmfilename ) - - def loadCWMSxml(self, xmlfilename ): - """ - Read real-time stream flow data from a given CWMS XML file - - Input: xmlfilename - the CWMS xml filename - """ - try: - obvwml = etree.parse( xmlfilename ) - root= obvwml.getroot() - name_1 = root.find('query-info').find('requested-item')\ - .find('name').text - timeseries = root.find('time-series') - office = timeseries.find('office').text - self.stationName = office + "." + name_1 - self.stationID = self._sites.getIndex(office, name_1 ) - - regularIntervalValues = timeseries.find('regular-interval-values') - if regularIntervalValues is not None: - self.parseRegularIntervalValues( regularIntervalValues ) - else: - irregularIntervalValues = timeseries.find('irregular-interval-values') - self.parseIrregularIntervalValues( irregularIntervalValues) - - except Exception as e: - raise RuntimeError( "WARNING: parsing XML error: " + str( e )\ - + ": " + xmlfilename + " skipping ..." ) - - self.stationName = office + '.' + name_1 - self.obvPeriod = list( self.timeValueQuality.keys() )[0], \ - list( self.timeValueQuality.keys() )[-1] - - unitConvertToM3perSec = self.getUnitConvertToM3perSec() - - self.timeValueQuality = dict(map( \ - lambda kv: (kv[0], (kv[1][0] * unitConvertToM3perSec, \ - kv[1][1])),\ - iter( self.timeValueQuality.items()) )) - self.unit = 'm3/s' - -# for k, v in self.timeValueQuality.items(): -# print(k, v) - - def parseRegularIntervalValues(self, regularInterval): - self.unit = regularInterval.get('unit') - - interval = parseDuration( regularInterval.get('interval') ) - - for seg in regularInterval.findall('segment'): - beginTime = \ - dateutil.parser.parse( seg.get('first-time')) \ - .astimezone(pytz.utc).replace(tzinfo=None) - for s in seg.text.strip().split('\n'): - self.timeValueQuality[ beginTime ] = \ - ( float(s.split(' ')[0]), \ - self.calculateDataQuality( float(s.split(' ')[1] ) ) ) - - beginTime += interval - - - def parseIrregularIntervalValues(self, irregularInterval): - self.unit = irregularInterval.get('unit') - for s in irregularInterval.text.strip().split('\n'): - words = s.split(' ') - t = dateutil.parser.parse( words[0] ) \ - .astimezone(pytz.utc).replace(tzinfo=None) - self.timeValueQuality[ t ] = \ - ( float(words[1]), \ - self.calculateDataQuality(float(words[2] ) ) ) - # print( t, self.timeValueQuality[ t ] ) - - - def getUnitConvertToM3perSec(self): - if self.unit == 'cfs': - unitConvertToM3perSec = 0.028317 - elif self.unit == 'CMS': - unitConvertToM3perSec = 1.0 - else: - raise RuntimeError( "FATAL ERROR: Unit " + self.unit + \ - " is not known. ") - return unitConvertToM3perSec - def calculateDataQuality(self, value ): - return 100.0 diff --git a/Streamflow_Scripts/usgs_download/analysis/CWMS_Sites.py b/Streamflow_Scripts/usgs_download/analysis/CWMS_Sites.py deleted file mode 100755 index b9030dba..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/CWMS_Sites.py +++ /dev/null @@ -1,73 +0,0 @@ -############################################################################### -# Module name: CWMS_Sites # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 09/05/2019 # -# # -# Description: manage the ACE CWMS sites in CSV format # -# # -# Updated by: Donald W Johnson (donald.w.johnson@noaa.gov) # -# # -# Update Description: Change column names to match new site file # -# # -############################################################################### - -import csv - -class CWMS_Sites: - """ - Store CWMS site information - """ - def __init__(self, csvSitefile ): - """ - Initialize the CWMS_Sites object with a given - filename - """ - self.source = csvSitefile - - self._office_name1_to_index = dict() - with open( csvSitefile, mode='r') as csvsite_file: - csvsite_reader = csv.DictReader( csvsite_file ) - line_count = 0 - for row in csvsite_reader: - if line_count == 0: - print('Column names are ' + ", ".join(row)) - line_count += 1 -# print('\t' + row["office"] + " " + row["name_1"] ) - if row["Office"] in self._office_name1_to_index: - self._office_name1_to_index[ \ - row["Office"] ][row["gage"] ] = \ - row[ "NIDID" ] - else: - self._office_name1_to_index[ row["Office"] ] = \ - dict( { row["gage"] : \ - row[ "NIDID" ] } ) - - line_count += 1 - - print('Processed ' + str( line_count ) + ' lines.') - self.office_name1_to_index = self._office_name1_to_index - - - @property - def source(self): - return self._source - - @source.setter - def source(self, s): - self._source = s - - - @property - def office_name1_to_index(self): - return self._office_name1_to_index - - @office_name1_to_index.setter - def office_name1_to_index(self, o): - self._office_name1_to_index=o - - def getIndex(self, office, name1 ): - return self.office_name1_to_index[ office][name1 ] diff --git a/Streamflow_Scripts/usgs_download/analysis/CWMS_outflow_sites_263_index.csv b/Streamflow_Scripts/usgs_download/analysis/CWMS_outflow_sites_263_index.csv deleted file mode 100755 index 174e07a3..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/CWMS_outflow_sites_263_index.csv +++ /dev/null @@ -1,255 +0,0 @@ -USACE_site_index,office,CWMS_ID,Data_type,latitude,longitude,data_Freq,name3,public_nam,long_name,descriptio,horizontal,estimate,vertical_d,timezone,county,state,nation,nearest_ci,bounding_o,location_k,location_t,name_1,Alternate,Mins,Obs_type,Elev_ft -0,SAJ,S351-Structure,Flow,26.69722,-80.71389,Inst, , , , ,WGS84,Unknown County or County N/A,FL,UNITED STATES, ,SAJ,SITE, , , , ,S351-Structure.Flow.Inst.0.0.SFWMD-db-raw, ,0,SFWMD-db-raw,0 -1,SAJ,S4-Pump,Flow,26.78944,-80.96194,Inst, , , , ,WGS84,Unknown County or County N/A,FL,UNITED STATES, ,SAJ,SITE, , , , ,S4-Pump.Flow.Inst.0.0.SFWMD-db-raw, ,0,SFWMD-db-raw,0 -2,SAJ,S135-Pump,Flow,27.08611,-80.66139,Inst, , , , ,WGS84,Unknown County or County N/A,FL,UNITED STATES, ,SAJ,SITE, , , , ,S135-Pump.Flow.Inst.1Hour.0.SFWMD-WM, ,0,SFWMD-WM,0 -3,SAJ,S133,Flow,27.20583,-80.80083,Inst, ,S-133, , ,WGS84,Unknown County or County N/A,FL,UNITED STATES, ,SAJ,SITE, , , , ,S133.Flow.Inst.1Hour.0.SFWMD-WM, ,0,SFWMD-WM,0 -4,SWF,TX00004-Gated_Total,Flow-Out,29.86861,-98.19861,Ave,CANYON LAKE-Gated_Total, , , ,WGS124,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Fischer, TX",SWF,SITE, ,TX00004-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,CANYON LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -5,SWF,TX00013-Gated_Total,Flow-Out,30.32222,-96.52556,Ave,SOMERVILLE LAKE-Gated_Total, , , ,WGS126,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Somerville, TX",SWF,SITE, ,TX00013-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,SOMERVILLE LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -6,SWF,GGLT2-Gated_Total,Flow-Out,30.6675,-97.72722,Ave,NORTH SAN GABRIEL DAM-Gated_Total, , , ,WGS100,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Georgetown, TX",SWF,SITE, ,GGLT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,GGLT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Reporting,0 -7,SWF,TX08005-Gated_Total,Flow-Out,30.69278,-97.32611,Ave,GNGT2-Gated_Total, , , ,WGS102,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Davilla, TX",SWF,SITE, ,TX08005-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,GNGT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -8,SWF,TX00015-Gated_Total,Flow-Out,30.79528,-94.18,Ave,TBLT2-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Spurger, TX",SWG,SITE, ,TX00015-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,TBLT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -9,SWF,TX00014-Gated_Total,Flow-Out,31.02222,-97.5325,Ave,STILLHOUSE-HOLLOW DAM-Gated_Total, , , ,WGS128,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Belton, TX",SWF,SITE, ,TX00014-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,STILLHOUSE-HOLLOW DAM-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -10,SWF,TX00011-Gated_Total,Flow-Out,31.06056,-94.10583,Ave,JSPT2-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Brookeland, TX",SWF,SITE, ,TX00011-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,JSPT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -11,SWF,TX00002-Gated_Total,Flow-Out,31.10611,-97.47444,Ave,BELTON LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Belton, TX",SWF,SITE, ,TX00002-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,BELTON LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -12,SAM,AL01433-Spillway,Flow,31.25916,-85.11116,Inst,Andrews-Spillway,Andrews Gated Spillway, , ,NAD83, , ,US/Eastern,Early,GA,UNITED STATES,"Coumbia, AL",SAM,OUTLET, ,AL01433-Spillway.Flow.Inst.1Hour.0.Raw-SCADA_SAM,Andrews-Spillway.Flow.Inst.1Hour.0.Raw-SCADA_SAM,0,Raw-SCADA_SAM,0 -13,SWF,TX00012-Gated_Total,Flow-Out,31.48444,-100.4814,Ave,O C FISHER DAM AND LAKE-Gated_Total, , , ,WGS120,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"San Angelo, TX",SWF,SITE, ,TX00012-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,O C FISHER DAM AND LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -14,SWF,TX00016-Gated_Total,Flow-Out,31.584,-97.202,Ave,ACTT2-Gated_Total, , , ,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Waco, TX",SWF,SITE, ,TX00016-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,ACTT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -15,SWF,TX00006-Gated_Total,Flow-Out,31.83278,-99.56056,Ave,HORDS CREEK LAKE-Gated_Total, , , ,WGS106,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Valera, TX",SWF,SITE, ,TX00006-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,HORDS CREEK LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -16,SWF,TX00017-Gated_Total,Flow-Out,31.86528,-97.37167,Ave,WHITNEY LAKE-Gated_Total, , , ,WGS132,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Laguna Park, TX",SWF,SITE, ,TX00017-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,WHITNEY LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -17,SWF,TX00009-Gated_Total,Flow-Out,31.95,-96.7,Ave,DAWT2-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Dawson, TX",SWF,SITE, ,TX00009-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,DAWT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -18,SWF,TX00010-Gated_Total,Flow-Out,31.9717,-98.4767,Ave,PCTT2-Gated_Total, , , ,WGS116,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Hasse, TX",SWF,SITE, ,TX00010-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,PCTT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -19,SWF,TX00001-Gated_Total,Flow-Out,32.25,-96.64,Ave,BARDWELL LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Bardwell, TX",SWF,SITE, ,TX00001-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,BARDWELL LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -20,SWF,GBYT2-Pump,Flow-Out,32.37417,-97.68889,Ave, , , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Granbury, TX",SWF,SITE, ,GBYT2-Pump.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI, ,0,Rev-SWF-REGI,0 -21,SAM,MS01491-Spillway,Flow-Discharge,32.4749,-88.79725,Inst,Okatibbee-Spillway,Okatibbee Spillway, , , , , ,US/Central,Lauderdale,MS,UNITED STATES,Meridian,SAM,OUTLET, ,MS01491-Spillway.Flow-Discharge.Inst.15Minutes.0.Raw-CCP,Okatibbee-Spillway.Flow-Discharge.Inst.15Minutes.0.Raw-CCP,0,Raw-CCP,0 -22,SAM,AL01422-Spillway,Flow,32.53531,-85.88785,Inst,Thurlow-Spillway,Thurlow Spillway, , , , , ,US/Central,Unknown County or County N/A,AL,UNITED STATES,Tuskegee,SAM,OUTLET, ,AL01422-Spillway.Flow.Inst.1Hour.0.Raw-APCO,Thurlow-Spillway.Flow.Inst.1Hour.0.Raw-APCO,0,Raw-APCO,0 -23,SAM,Bouldin,Flow-Out,32.58333,-86.28258,Inst, ,Bouldin (APC),Bouldin (APC), ,NAD83, , ,US/Central,Elmore,AL,UNITED STATES, ,SAM,PROJECT, ,Bouldin.Flow-Out.Inst.1Hour.0.Raw-APCO, ,0,Raw-APCO,0 -24,SWF,TX08007-Gated_Total,Flow-Out,32.645,-96.9933,Ave,JOE POOL LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Florence Hill, TX",SWF,SITE, ,TX08007-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,JOE POOL LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -25,SWF,TX00003-Gated_Total,Flow-Out,32.65056,-97.44833,Ave,BENBROOK LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Tarrant,TX,UNITED STATES,"Benbrook, TX",SWF,SITE, ,TX00003-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,BENBROOK LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -26,SAM,BartlettsFerry-Powerhouse,Flow,32.66302,-85.09085,Inst, ,BartlettsFerry Powerhouse, , , , , ,US/Eastern,Harris,GA,UNITED STATES,Columbus,SAM,TURBINE, ,BartlettsFerry-Powerhouse.Flow.Inst.1Hour.0.Raw-GPC, ,0,Raw-GPC,0 -27,SWF,CLDL1-Spillway,Flow-Out,32.70333,-93.92,Ave, ,Spillway,Spillway, , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,LA,UNITED STATES,"Mooringsport, LA",MVK,OUTLET, ,CLDL1-Spillway.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI, ,0,Rev-SWF-REGI,0 -28,MVK,D109C1B8,Flow,32.74944,-94.49861,Inst,Jferson_BigC_Bay,Big Cypress at Jefferson,"Big Cypress Bayou @ Jefferson, TX","Big Cypress Bayou @ Jefferson, TX",NAD27,FALSE,NATIVE,America/Chicago,Marion,TX,UNITED STATES, , ,SITE,Stream Gauge,D109C1B8.Flow.Inst.15Minutes.0.DCP-rev,Jferson_BigC_Bay.Flow.Inst.15Minutes.0.DCP-rev,0,DCP-rev,180 -29,SWF,FLWT2-Pump,Flow-Out,32.78917,-97.41611,Ave, , , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Sansom Park, TX",SWF,SITE, ,FLWT2-Pump.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI, ,0,Rev-SWF-REGI,0 -30,SWF,FRHT2-Pump,Flow-Out,32.8,-96.5,Ave, , , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Sunnyvale, TX",SWF,SITE, ,FRHT2-Pump.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI, ,0,Rev-SWF-REGI,0 -31,MVK,Renfroe,Flow,32.86222,-89.44333,Inst, ,"Lobutcha Creek @ Renfroe, MS","Lobutcha Creek @ Renfroe, MS","Lobutcha Creek @ Renfroe, MS",NAD27,FALSE,NATIVE,US/Central,Leake,MS, , , ,SITE, ,Renfroe.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,354 -32,SWF,TX00005-Gated_Total,Flow-Out,32.9725,-97.05611,Ave,GPVT2-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Coppell, TX",SWF,SITE, ,TX00005-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,GPVT2-Gated_Total.Flow-Out.Ave.~1Day.1Day.Reporting,0,Rev-SWF-REGI,0 -33,SWF,TX00007-Gated_Total,Flow-Out,33.03179,-96.48249,Ave,LAVON LAKE-Gated_Total, , , , ,FALSE,NATIVE,Etc/GMT+6,Unknown County or County N/A,TX,UNITED STATES,"Wylie, TX",SWF,SITE, ,TX00007-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,LAVON LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -34,SWF,TX00008-Gated_Total,Flow-Out,33.06917,-96.96417,Ave,LEWISVILLE LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Lewisville, TX",SWF,SITE, ,TX00008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,LEWISVILLE LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -35,MVK,Spring Bank,Flow,33.08944,-93.85944,Inst, ,"Red River @ Spring Bank, AR","Red River @ Spring Bank, AR","Red River @ Spring Bank, AR",NAD27,FALSE,NATIVE,CST6CDT,Miller,AR, , , ,SITE,Stream Gauge,Spring Bank.Flow.Inst.30Minutes.0.DCP-rev, ,0,DCP-rev,160 -36,SAM,AL01426-Spillway,Flow,33.25306,-87.44917,Inst,Holt-Spillway,Holt Spillway, , , , , ,US/Central,Tuscaloosa,AL,UNITED STATES,Northport,SAM,OUTLET, ,AL01426-Spillway.Flow.Inst.1Hour.0.Raw-APCO,Holt-Spillway.Flow.Inst.1Hour.0.Raw-APCO,0,Raw-APCO,0 -37,SWF,TX08012-Gated_Total,Flow-Out,33.3356,-95.6361,Ave,JIM CHAPMAN LAKE-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Cooper, TX",SWF,SITE, ,TX08012-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,JIM CHAPMAN LAKE-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -38,SWF,TX08008-Gated_Total,Flow-Out,33.3567,-97.0367,Ave,RAY ROBERTS DAM-Gated_Total, , , , ,FALSE,NATIVE,US/Central,Unknown County or County N/A,TX,UNITED STATES,"Aubrey, TX",SWF,SITE, ,TX08008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,RAY ROBERTS DAM-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI,0,Rev-SWF-REGI,0 -39,SAM,AL01427-Spillway,Flow,33.45833,-87.35417,Inst,Bankhead-Spillway,Bankhead Spillway, , ,NAD27,FALSE,NATIVE,Etc/GMT+6,Tuscaloosa,AL,UNITED STATES, ,SAM,OUTLET, ,AL01427-Spillway.Flow.Inst.1Hour.0.Raw-APCO,Bankhead-Spillway.Flow.Inst.1Hour.0.Raw-APCO,0,Raw-APCO,0 -40,SAM,MS03056-Spillway,Flow,33.51816,-88.48799,Inst,Stennis-Spillway,Stennis Spillway, , , , , ,US/Central,Lowndes,MS,UNITED STATES,Columbus,SAM,OUTLET, ,MS03056-Spillway.Flow.Inst.15Minutes.0.Raw-LRIT_TTWW,Stennis-Spillway.Flow.Inst.15Minutes.0.Raw-LRIT_TTWW,0,Raw-LRIT_TTWW,0 -41,SWL,AR00536-Tailwater,Flow,33.68717,-93.96391,Inst,Millwood_Dam-Tailwater,Millwood Dam Tailwater,"Little at Millwood Dam (TW), AR","Little at Millwood Dam (TW), AR - Site collects tailwater elevation and precip data (HT,PC)",NAD83,FALSE,NATIVE,America/Chicago,Unknown County or County N/A,0,UNITED STATES,McNab,SWL,SITE, ,AR00536-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Millwood_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -42,SAM,HNHenry-Spillway,Flow,33.78394,-86.05315,Inst, ,HN Henry Spillway, , , , , ,US/Central,Calhoun,AL,UNITED STATES,Gadsden,SAM,OUTLET, ,HNHenry-Spillway.Flow.Inst.1Hour.0.Raw-APCO, ,0,Raw-APCO,0 -43,SPL,Coyote Ck-at Lower SGR,Flow,33.81,-118.0769,Inst, ,Coyote Creek, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Hawaiian Gardens, ,SITE, ,Coyote Ck-at Lower SGR.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,7 -44,SPL,Spring St-SGR in Long Beach,Flow,33.81167,-118.0911,Inst, ,Spring Street, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Hawaiian Gardens, ,SITE, ,Spring St-SGR in Long Beach.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,12 -45,SPL,Villa Park DS-Santiago Ck,Flow,33.81472,-117.765,Inst, ,Villa Park Downstream, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Orange, ,SITE, ,Villa Park DS-Santiago Ck.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,490 -46,SPL,Wardlow-LAR at Long Beach,Flow,33.8175,-118.2064,Inst, ,Wardlow, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Carson, ,SITE, ,Wardlow-LAR at Long Beach.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,12 -47,SPL,Richman Ave-Fullerton Ck blw Fullerton,Flow,33.86306,-117.9328,Inst, ,Richman Ave, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Fullerton, ,SITE, ,Richman Ave-Fullerton Ck blw Fullerton.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,125 -48,SPL,Compton Ck-at Lower LAR,Flow,33.88139,-118.2244,Inst, ,Compton Creek, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Willowbrook, ,SITE, ,Compton Ck-at Lower LAR.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,50 -49,SPL,Carbon Canyon DS-Carbon Ck,Flow,33.91333,-117.8425,Inst, ,Carbon Canyon DS, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Brea, ,SITE, ,Carbon Canyon DS-Carbon Ck.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,403 -50,SPL,Florence Ave-SGR in Downey,Flow,33.93056,-118.1067,Inst, ,Florence Avenue, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Downey, ,SITE, ,Florence Ave-SGR in Downey.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,103 -51,SPL,Stewart and Gray-Rio Hondo blw WN,Flow,33.94583,-118.1631,Inst, ,Stewart and Gray, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Bell Gardens, ,SITE, ,Stewart and Gray-Rio Hondo blw WN.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,90 -52,SPL,Firestone Blvd-LAR abv Rio Hondo,Flow,33.94889,-118.1739,Inst, ,Firestone Blvd, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Cudahy, ,SITE, ,Firestone Blvd-LAR abv Rio Hondo.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,96 -53,SPL,Ballona Ck-Marina Del Rey,Flow,33.99833,-118.4022,Inst, ,Ballona Creek, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Culver City, ,SITE, ,Ballona Ck-Marina Del Rey.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,12 -54,SPL,Parkway-SGR blw WN,Flow,34.01278,-118.0639,Inst, ,Parkway, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Pico Rivera, ,SITE, ,Parkway-SGR blw WN.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,180 -55,SPL,Alhambra W-abv WN Rio Hondo,Flow,34.05611,-118.0875,Inst, ,Alhambra Wash, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Rosemead, ,SITE, ,Alhambra W-abv WN Rio Hondo.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,240 -56,SPL,Walnut Ck-abv WN San Gabriel,Flow,34.06556,-117.9633,Inst, ,Walnut Creek, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Baldwin Park, ,SITE, ,Walnut Ck-abv WN San Gabriel.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,325 -57,SPL,Big Dalton W-abv WN San Gabriel,Flow,34.07472,-117.9636,Inst, ,Big Dalton Wash, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Baldwin Park, ,SITE, ,Big Dalton W-abv WN San Gabriel.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,335 -58,SWL,AR01201-Tailwater,Flow,34.09341,-94.38103,Inst,DeQueen_Dam-Tailwater,DeQueen Dam Tailwater,"Rolling Fork below DeQueen Dam, AR","Rolling Fork below DeQueen Dam, AR - platform collects tailwater elevation and water temp data (HT,TW)",WGS84,FALSE,NATIVE,America/Chicago,Sevier,AR,UNITED STATES,DeQueen, ,SITE, ,AR01201-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,DeQueen_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -59,SPL,Tujunga Ave-LAR blw Tujunga W,Flow,34.14111,-118.3797,Inst, ,Tujunga Avenue, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,West Hollywood, ,SITE, ,Tujunga Ave-LAR blw Tujunga W.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,550 -60,SWL,AR01202-Tailwater,Flow,34.14306,-94.095,Inst,Dierks_Dam-Tailwater,Dierks Dam Tailwater,"Saline River at Dierks Dam (TW), AR","Saline River at Dierks Dam (TW), AR - platform collects tailwater elevation and water temp data (HT,TW)",WGS84,FALSE,NATIVE,America/Chicago,Unknown County or County N/A,0,UNITED STATES,Dierks,SWL,SITE, ,AR01202-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Dierks_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -61,SWL,OK10307,Flow-Res Out,34.14306,-94.68333,Ave,BKDO2,Broken Bow Dam,"Mountain Fork at Broken Bow Dam, OK - platform collects pool","Mountain Fork at Broken Bow Dam, OK - platform collects pool elevation, tailwater elevation, and precip (HP,HT,PC)",NAD83, , ,America/Chicago,Unknown County or County N/A,OK,UNITED STATES,Broken Bow,SWT,PROJECT,Corps Reservoir,OK10307.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,07338900.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,0,Rev-Regi-Flowgroup,0 -62,SPL,Verdugo W-at LAR abv Arroyo Seco,Flow,34.15611,-118.2739,Inst, ,Verdugo Wash, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Burbank, ,SITE, ,Verdugo W-at LAR abv Arroyo Seco.Flow.Inst.~15Minutes.0.GOES-rev, ,0,GOES-rev,470 -63,SWL,AR01200-Tailwater,Flow,34.20149,-94.22798,Inst,Gillham_Dam-Tailwater,Gillham Dam Tailwater,"Cossatot River at Gillham Dam (TW), AR","Cossatot River at Gillham Dam, AR - platform collects tailwater elevation and water temp data (HT,TW)", ,FALSE,NATIVE,America/Chicago,Howard,AR,UNITED STATES,Gillham,SWL,SITE, ,AR01200-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Gillham_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -64,SPL,CA10004-abv Hansen,Flow,34.26056,-118.2775,Inst,Haines Cnyn-abv Hansen,Haines Canyon Debris Basin, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,La Crescenta-Montrose, ,PROJECT, ,CA10004-abv Hansen.Flow.Inst.~15Minutes.0.GOES-rev,Haines Cnyn-abv Hansen.Flow.Inst.~15Minutes.0.GOES-rev,0,GOES-rev,2183 -65,SPL,CA10019,Flow,34.26056,-118.3861,Inst,Hansen,Hansen Dam, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,San Fernando, ,PROJECT, ,CA10019.Flow.Inst.~15Minutes.0.GOES-rev,Hansen.Flow.Inst.~15Minutes.0.GOES-rev,0,GOES-rev,990 -66,SPL,Hansen,Flow,34.26056,-118.3861,Inst,CA10019,Hansen Dam, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,San Fernando, ,PROJECT, ,Hansen.Flow.Inst.~15Minutes.0.GOES-rev,CA10019.Flow.Inst.~15Minutes.0.GOES-rev,0,GOES-rev,990 -67,MVK,Langley,Flow,34.31184,-93.89976,Inst, ,Langley,"Little Missouri River @ Langley, AR","Little Missouri River @ Langley, AR",NAD83,FALSE,NATIVE,Etc/GMT+6,Pike,AR,UNITED STATES, , ,SITE,Stream Gauge,Langley.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,727 -68,SAM,MS03604-Spillway,Flow,34.4634,-88.36497,Inst,Montgomery-Spillway,Montgomery Spillway, , ,NAD83,FALSE,NATIVE,US/Central,Itawamba,MS,UNITED STATES,Corinth,SAM,OUTLET, ,MS03604-Spillway.Flow.Inst.1Hour.0.Raw-LRIT_TTWW,Montgomery-Spillway.Flow.Inst.1Hour.0.Raw-LRIT_TTWW,0,Raw-LRIT_TTWW,340 -69,SAM,GA00821-Spillway,Flow,34.61397,-84.67105,Inst,Carters-Spillway,Carters Emergency Spillway, , ,NAD27,FALSE,NATIVE,US/Central,Murray,GA,UNITED STATES,"Carters, GA",SAM,OUTLET, ,GA00821-Spillway.Flow.Inst.1Hour.0.Raw-SCADA_SAM,Carters-Spillway.Flow.Inst.1Hour.0.Raw-SCADA_SAM,0,Raw-SCADA_SAM,0 -70,MVK,MS01496-Spillway,Flow,34.75722,-90.12444,Inst,Arkabutla Lake-Spillway,Spillway,Spillway,"300 foot concrete emergency Spillway, crest elevation 238.3 ft",NAD83,FALSE,NATIVE,CST6CDT,Tate,MS,UNITED STATES, , ,OUTLET, ,MS01496-Spillway.Flow.Inst.1Hour.0.Spillway Flow,Arkabutla Lake-Spillway.Flow.Inst.1Hour.0.Spillway Flow,0,Spillway Flow,0 -71,SWL,AR00158-Tailwater,Flow,34.95183,-93.15253,Inst,Nimrod_Dam-Tailwater,Nimrod Dam Tailwater,"Fourche LaFave River at Nimrod Dam (TW), AR","Fourche LaFave River at Nimrod Dam, AR - platform collects tailwater elevation data (HT)",NAD83,FALSE,NATIVE,America/Chicago,Perry,AR,UNITED STATES,Hollis,SWL,SITE, ,AR00158-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Nimrod_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -72,SPL,CA10197,Flow,34.98417,-120.3228,Inst,Twitchell,Twitchell Dam, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,CA,UNITED STATES,Arroyo Grande, ,PROJECT, ,CA10197.Flow.Inst.1Hour.0.GOES-rev,Twitchell.Flow.Inst.1Hour.0.GOES-rev,0,GOES-rev,692 -73,LRN,PICT1-PICKWICK,Flow,35.07083,-88.25111,Ave, ,Pickwick Lock & Dam,Pickwick, ,NAD83, , ,US/Central,Hardin,TN,UNITED STATES,Counce, ,SITE,Reservoir,PICT1-PICKWICK.Flow.Ave.1Hour.1Hour.tva-raw, ,0,tva-raw,0 -74,SWL,AR00157-Tailwater,Flow,35.1047,-93.6314,Inst,Blue_Mtn_Dam-Tailwater,Blue Mountain Dam Tailwater,"Petit Jean River at Blue Mountain Dam Tailwater, AR","Petit Jean River at Blue Mountain Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",NAD83,FALSE,NATIVE,US/Central,Yell,AR,UNITED STATES,Waveland,SWL,SITE, ,AR00157-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Blue_Mtn_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -75,SWT,CORD,Flow,35.29111,-98.83639,Inst,AE0050C0,"Washita River, nr Cordell 9E","Washita River, nr Cordell 9E","Washita River, nr Cordell 9E",NAD83, , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Cordell, OK",SWT,SITE, ,CORD.Flow.Inst.15Minutes.0.Ccp-Rev,AE0050C0.Flow.Inst.15Minutes.0.Ccp-Rev,0,Ccp-Rev,0 -76,SWL,OZGA4-Tailwater,Flow,35.46977,-93.81382,Inst,AR00164-Tailwater,Lock & Dam 12 - Tailwater,"Arkansas River at Lock & Dam 12 (Ozark) Tailwater, AR","Arkansas River at Lock & Dam 12 (Ozark) Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",NAD83,FALSE,NATIVE,America/Chicago,Franklin,AR,UNITED STATES,"Ozark, AR",SWL,SITE, ,OZGA4-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,AR00164-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -77,SWL,LD12_Ozark,Flow-RelTotal,35.47333,-93.81,Inst,AR00164,Ozark Lock & Dam 12,"Arkansas River at Lock & Dam 12 (Ozark), AR","Arkansas River at Lock & Dam 12 (Ozark), AR - platform collects upstream and downstream elevation, nonpower release, power release, generation, and gate opening data.",NAD83,FALSE,NATIVE,America/Chicago,Unknown County or County N/A,AR,UNITED STATES,"Ozark, AR",SWL,PROJECT,RoR Project,LD12_Ozark.Flow-RelTotal.Inst.1Hour.0.CCP-Comp,AR00164.Flow-RelTotal.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -78,LRN,DBLT1-BigRockCr-nrDoubleBridgesTN,Flow,35.50444,-86.76861,Ave, ,Big Rock Cr @ Double Bridges TN,Big Rock Creek at Double Bridges TN, ,NAD83, , ,US/Central,Marshall,TN,UNITED STATES,Double Springs, ,SITE,Stream Gauge,DBLT1-BigRockCr-nrDoubleBridgesTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -79,SWL,GRRA4-Tailwater,Flow,35.51941,-91.99532,Inst,AR00173-Tailwater,Greers Ferry Dam - Tailwater,"Little Red River at Greers Ferry Dam Tailwater, AR","Little Red River at Greers Ferry Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",WGS84,FALSE,NATIVE,America/Chicago,Cleburne,AR,UNITED STATES,Heber Springs,SWL,SITE, ,GRRA4-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,AR00173-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -80,LRN,MLTT1-DuckR-abvMilltownTN,Flow,35.57639,-86.77889,Ave, ,Duck River abv Milltown TN,Duck River above Milltown TN near Lewisburg TN, ,NAD83, , ,US/Central,Marshall,TN,UNITED STATES,Milltown, ,SITE,Stream Gauge,MLTT1-DuckR-abvMilltownTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -81,SPK,ISB ISBQ-Lake Isabella Outflow-Kern,Flow,35.63972,-118.4994,Ave, ,Lk Isabella-Kern R, ,ISB - Lk Isabella Main Dam Outflow to the Kern River, ,FALSE,NATIVE,US/Pacific,Kern,CA,UNITED STATES,"Lake Isabella, CA",SPK,SITE, ,ISB ISBQ-Lake Isabella Outflow-Kern.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,2446 -82,SPK,CA10106-Lake Isabella Pool-Kern,Flow-Spill,35.64667,-118.4781,Inst,ISB ISBP-Lake Isabella Pool-Kern,Lk Isabella-Pool,Isabella Pool,ISB - Lake Isabella Pool Elevation Station @ Main Dam,WGS84,FALSE,NATIVE,US/Pacific,Kern,CA,UNITED STATES, ,SPK,SITE,Corps Reservoir,CA10106-Lake Isabella Pool-Kern.Flow-Spill.Inst.1Hour.0.Calc-val,ISB ISBP-Lake Isabella Pool-Kern.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,2835 -83,LRN,GRTT1-GREAT_FALLS,Flow,35.80806,-85.63361,Ave, ,Rock Island TN,Great Falls Dam Near Rock Island, ,NAD83, , ,US/Central,Warren,TN,UNITED STATES,Rock Island, ,SITE,Reservoir,GRTT1-GREAT_FALLS.Flow.Ave.1Hour.1Hour.tva-raw, ,0,tva-raw,0 -84,LRN,VERT1-PineyR-VernonTN,Flow,35.87111,-87.50139,Ave, ,Piney River @ Vernon TN,Piney River At Vernon, ,NAD83, , ,US/Central,Hickman,TN,UNITED STATES,Vernon, ,SITE,Stream Gauge,VERT1-PineyR-VernonTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -85,LRN,MUGT1-WFkStonesR-MurfreesboroTN,Flow,35.9025,-86.42861,Ave, ,WF Stones R nr Murfreesboro TN,West Fork Stones River Near Murfreesboro TN, ,NAD83,FALSE,NATIVE,US/Central,Rutherford,TN,UNITED STATES,Murfreesboro, ,SITE,Stream Gauge,MUGT1-WFkStonesR-MurfreesboroTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,515 -86,LRN,HBFT1-HarpethR-blwFranklinTN,Flow,35.94806,-86.88167,Ave, ,Harpeth River blw Franklin TN,Harpeth River Below Franklin TN, ,NAD83, , ,US/Central,Williamson,TN,UNITED STATES,Franklin, ,SITE,Stream Gauge,HBFT1-HarpethR-blwFranklinTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -87,SPK,SCC SCCQ-Success Lake Outflow-Tule,Flow,36.05639,-118.9228,Ave, ,Success Lk-Tule R, ,SCC - Success Lk Outflow to the Tule River, ,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Worth, CA",SPK,SITE, ,SCC SCCQ-Success Lake Outflow-Tule.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,536 -88,SPK,CA10113,Flow-Spill,36.06111,-118.9217,Inst,SCC SCCP-Success Lake Pool-Tule,Success Lk-Pool,Success Lake / Dam,SCC - Success Lk Pool Elevation Station, ,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Worth, CA",SPK,SITE, ,CA10113.Flow-Spill.Inst.1Hour.0.Calc-val,SCC SCCP-Success Lake Pool-Tule.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,692 -89,LRN,ANTT1-MillCr-AntiochTN,Flow,36.08167,-86.68083,Ave,3431000-MillCr-AntiochTN,Mill Creek @ Antioch TN,Mill Creek At Antioch TN, ,NAD83,FALSE,NATIVE,US/Central,Davidson,TN,UNITED STATES,Antioch, ,SITE,Stream Gauge,ANTT1-MillCr-AntiochTN.Flow.Ave.~1Day.1Day.dcp-rev,3431000-MillCr-AntiochTN.Flow.Ave.~1Day.1Day.dcp-rev,0,dcp-rev,473 -90,LRN,CETT1-CENTER_HILL,Flow-Orifice,36.0976,-85.82612,Ave, ,Center Hill Dam Tailwater,Center Hill Dam Tailwater, ,NAD83, , ,US/Central,De Kalb,TN,UNITED STATES,Cookeville, ,SITE,Tailwater,CETT1-CENTER_HILL.Flow-Orifice.Ave.1Hour.1Hour.man-raw, ,0,man-raw,0 -91,LRN,CEN,Flow,36.09763,-85.82672,Inst,CEHT1,Center Hill Dam,Center Hill Dam, ,NAD83, , ,US/Central,De Kalb,TN,UNITED STATES,Gordonsville, ,PROJECT,Corps Reservoir,CEN.Flow.Inst.15Minutes.0.DCP-rev,01114500.Flow.Inst.15Minutes.0.DCP-rev,0,DCP-rev,0 -92,SWF,KEYS,Flow-Res Out,36.15139,-96.25139,Ave, ,KEYS,KEYS,ARKANSAS RIVER AT KEYSTONE DAM, , , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Sand Springs, OK",SWT,SITE,stream,KEYS.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,07164200.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,0,Rev-Regi-Flowgroup,0 -93,SWT,BISO,Flow,36.18861,-97.96194,Inst,BTCO2,"Turkey Creek nr Bison, OK","Turkey Creek nr Bison, OK","Turkey Creek nr Bison, OK",NAD83, , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Bison, OK",SWT,SITE, ,BISO.Flow.Inst.15Minutes.0.Ccp-Rev,BTCO2.Flow.Inst.15Minutes.0.Ccp-Rev,0,Ccp-Rev,0 -94,SWT,AMES,Flow,36.21861,-98.25445,Inst,AE011130,Cimarron River nr Ames 4SW,Cimarron River nr Ames 4SW,Cimarron River nr Ames 4SW,NAD83, , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Ames, OK",SWT,SITE, ,AMES.Flow.Inst.1Hour.0.Ccp-Rev,AE011130.Flow.Inst.1Hour.0.Ccp-Rev,0,Ccp-Rev,0 -95,LRN,LBST1-SpringCr-LebanonTN,Flow,36.22167,-86.23694,Ave, ,Spring Creek nr Lebanon TN,Spring Creek nr Lebanon TN, ,NAD83,FALSE,NATIVE,US/Central,Wilson,TN,UNITED STATES,Lebanon, ,SITE,Stream Gauge,LBST1-SpringCr-LebanonTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,500 -96,SWL,NFDA4-Tailwater,Flow,36.2468,-92.24106,Inst,AR00159-Tailwater,Norfork Dam - Tailwater,"North Fork River at Norfork Dam Tailwater, AR","North Fork River at Norfork Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HP)",WGS84,FALSE,NATIVE,America/Chicago,Baxter,AR,UNITED STATES,Norfork,SWL,SITE, ,NFDA4-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,AR00159-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -97,LRN,CTHT1-CumberlandR-CarthageTN,Flow,36.2475,-85.95639,Ave, ,Cumberland R @ Carthage TN,Cumberland River At Carthage TN, ,NAD83,FALSE,NATIVE,US/Central,Smith,TN,UNITED STATES,Carthage, ,SITE,Stream Gauge,CTHT1-CumberlandR-CarthageTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,438 -98,LRN,CORDELL_HULL-Spillway,Flow,36.29034,-85.94354,Total, ,Cordell Hull Spillway Gates,Cordell Hull Lock and Dam Spillway Gates, ,NAD83,FALSE,NATIVE,US/Central,Smith,TN,UNITED STATES,Carthage, ,OUTLET,Spillway,CORDELL_HULL-Spillway.Flow.Total.15Minutes.15Minutes.dcp-rev, ,0,dcp-rev,424 -99,LRN,OHIT1-OLD_HICKORY,Flow-Spillway,36.29722,-86.65889,Ave, ,Old Hickory Dam Tailwater,Old Hickory Dam Tailwater, ,NAD83,FALSE,NATIVE,US/Central,Davidson,TN,UNITED STATES,Hendersonville, ,SITE,Tailwater,OHIT1-OLD_HICKORY.Flow-Spillway.Ave.1Hour.1Hour.man-raw, ,0,man-raw,0 -100,SPK,TRM CRS-Cross Cr at Houston-Kaweah,Flow,36.29861,-119.5483,Ave, ,Lk Kaweah-Cross Cr, ,TRM - Cross Cr @ Houston, ,FALSE,NATIVE,US/Pacific,Kings,CA,UNITED STATES,"Hanford, CA",SPK,SITE, ,TRM CRS-Cross Cr at Houston-Kaweah.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,250 -101,LRN,ASHT1-CHEATHAM,Flow-Spillway,36.32042,-87.22542,Ave,3435000-CHEATHAM,Cheatham Dam Tailwater,Cheatham Dam Tailwater, ,NAD83,FALSE,NATIVE,US/Central,Cheatham,TN,UNITED STATES,Ashland City, ,SITE,Reservoir,ASHT1-CHEATHAM.Flow-Spillway.Ave.1Hour.1Hour.man-raw,3435000-CHEATHAM.Flow-Spillway.Ave.1Hour.1Hour.man-raw,0,man-raw,350 -102,SPK,TRM YKL-Yokohl Cr at Garcia Br-Kaweah,Flow,36.32694,-119.0808,Ave, ,Lk Kaweah--Yokohl Cr, ,TRM - Yokohl Cr nr Lemoncove, ,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Lindcove, CA",SPK,SITE, ,TRM YKL-Yokohl Cr at Garcia Br-Kaweah.Flow.Ave.~1Day.1Day.Calc-val, ,0,Calc-val,430 -103,SWL,AR00160-Tailwater,Flow,36.36482,-92.57854,Inst,BSGA4-Tailwater,Bull Shoals Dam - Tailwater,"White R at Bull Shoals Dam Tailwater, AR","White R at Bull Shoals Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",WGS84,FALSE,NATIVE,America/Chicago,Marion,AR,UNITED STATES,Flippin,SWL,SITE, ,AR00160-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,BSGA4-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -104,SPK,PNF AMW-Army Weir-Kings,Flow,36.38639,-119.7869,Ave, ,Pineflat Lk-Army Weir, ,PNF - Army Weir on the Kings nr Lemoore, ,FALSE,NATIVE,US/Pacific,Kings,CA,UNITED STATES,"Camden, CA",SPK,SITE, ,PNF AMW-Army Weir-Kings.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,230 -105,SPK,TRM TRMQ-Lake Kaweah Outflow-Kaweah,Flow,36.41389,-119.0125,Ave, ,Lk Kaweah-Kaweah R, ,TRM - Terminus Dam Outflow to the Kaweah River, ,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Lemoncove, CA",SPK,SITE, ,TRM TRMQ-Lake Kaweah Outflow-Kaweah.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,496 -106,SPK,CA10114,Flow-Spill,36.41472,-119.0019,Inst,TRM TRMP-Lake Kaweah Pool-Kaweah,Lk Kaweah-Pool,TERMINUS LAKE / DAM,TRM - Lake Kaweah Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Tulare,CA,UNITED STATES,"Lemoncove, CA",SPK,SITE, ,CA10114.Flow-Spill.Inst.1Hour.0.Calc-val,TRM TRMP-Lake Kaweah Pool-Kaweah.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,752 -107,LRN,BLCT1-BledsoeCr-GallatinTN,Flow,36.42278,-86.34944,Ave, ,Bledsoe Creek @ Rogana TN,Bledsoe Creek At Rogana TN, ,NAD83,FALSE,NATIVE,US/Central,Sumner,TN,UNITED STATES,Gallatin, ,SITE,Stream Gauge,BLCT1-BledsoeCr-GallatinTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,458 -108,LRN,JNCT1-JenningsCr-WhitleyvilleTN,Flow,36.44028,-85.67472,Ave, ,Jennings Cr nr Whitleyville TN,Jennings Creek Near Whitleyville TN, ,NAD83,FALSE,NATIVE,US/Central,Jackson,TN,UNITED STATES,Whitleyville, ,SITE,Stream Gauge,JNCT1-JenningsCr-WhitleyvilleTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,500 -109,LRN,PORT1-RedR-PortRoyalTN,Flow,36.55389,-87.14222,Ave, ,Red River @ Port Royal TN,Red River At Port Royal TN, ,NAD83, , ,US/Central,Montgomery,TN,UNITED STATES,Port Royal, ,SITE,Stream Gauge,PORT1-RedR-PortRoyalTN.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -110,LRN,CLAT1-CumberlandR-CelinaTN,Flow,36.55444,-85.51556,Ave,3417500-CumberlandR-CelinaTN,Cumberland R @ Celina TN,Cumberland River At Celina TN, ,NAD83,FALSE,NATIVE,US/Central,Clay,TN,UNITED STATES,Celina, ,SITE,Stream Gauge,CLAT1-CumberlandR-CelinaTN.Flow.Ave.~1Day.1Day.dcp-rev,3417500-CumberlandR-CelinaTN.Flow.Ave.~1Day.1Day.dcp-rev,0,dcp-rev,489 -111,LRN,WLBK2-CumberlandR-WilliamsburgKY,Flow,36.74361,-84.15639,Ave, ,Cumberland R @ Williamsburg KY,Cumberland River At Williamsburg KY, ,NAD83,FALSE,NATIVE,US/Eastern,Whitley,KY,UNITED STATES,Williamsburg, ,SITE,Stream Gauge,WLBK2-CumberlandR-WilliamsburgKY.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,892 -112,LRN,PVLK2-CumberlandR-PinevilleKY,Flow,36.76444,-83.6925,Ave, ,Cumberland R nr Pineville KY,Cumberland River Near Pineville KY, ,NAD83,FALSE,NATIVE,US/Eastern,Bell,KY,UNITED STATES,Pineville, ,SITE,Stream Gauge,PVLK2-CumberlandR-PinevilleKY.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,970 -113,SWT,CHIB,Flow,36.77139,-95.50389,Inst,CBCO2,"Big Creek near Childers, OK","Big Creek near Childers, OK","Big Creek near Childers, OK",NAD83, , ,US/Central,Unknown County or County N/A,OK,UNITED STATES,"Delaware, OK",SWT,SITE, ,CHIB.Flow.Inst.15Minutes.0.Ccp-Rev,CBCO2.Flow.Inst.15Minutes.0.Ccp-Rev,0,Ccp-Rev,0 -114,LRN,CDZK2-LittleR-CadizKY,Flow,36.77778,-87.72167,Ave,3438000-LittleR-CadizKY,Little River nr Cadiz KY,Little River Near Cadiz KY, ,NAD83,FALSE,NATIVE,US/Central,Trigg,KY,UNITED STATES,Cadiz, ,SITE,Stream Gauge,CDZK2-LittleR-CadizKY.Flow.Ave.~1Day.1Day.dcp-rev,3438000-LittleR-CadizKY.Flow.Ave.~1Day.1Day.dcp-rev,0,dcp-rev,391 -115,MVS,Fisk-St Francis,Flow,36.78058,-90.2021,Inst,SFFI,Fisk,Fisk-St Francis,St. Francis River at Fisk,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,MO,UNITED STATES, ,MVS,STREAM_LOCATION, ,Fisk-St Francis.Flow.Inst.1Hour.0.RatingCOE,SFFI.Flow.Inst.1Hour.0.RatingCOE,0,RatingCOE,307 -116,LRN,BRKK2-CumberlandR-BurkesvilleKY,Flow,36.7875,-85.36528,Ave, ,Cumberland R @ Burkesville KY,Cumberland River At Burkesville KY, ,NAD83, , ,US/Central,Cumberland,KY,UNITED STATES,Burkesville, ,SITE,Stream Gauge,BRKK2-CumberlandR-BurkesvilleKY.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -117,LRN,MTCK2-BeaverCr-MonticelloKY,Flow,36.7975,-84.89611,Ave, ,Beaver Creek nr Monticello KY,Beaver Creek Near Monticello KY, ,NAD83, , ,US/Central,Wayne,KY,UNITED STATES,Monticello, ,SITE,Stream Gauge,MTCK2-BeaverCr-MonticelloKY.Flow.Ave.~1Day.1Day.dcp-rev, ,0,dcp-rev,0 -118,SPK,PNF PNFQ-Pine Flat Lake Outflow-Kings,Flow,36.83056,-119.3353,Ave, ,Pineflat Lk-Kings R, ,PNF - Pineflat Lk Outflow to the Kings River,WGS84,FALSE,NATIVE,US/Pacific,Fresno,CA,UNITED STATES,"Trimmer, CA",SPK,SITE,Stream Gauge,PNF PNFQ-Pine Flat Lake Outflow-Kings.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,560 -119,LRN,CFAK2-CumberlandR-CumberlandFallsKY,Flow,36.83583,-84.34139,Ave,3404500-CumberlandR-CumberlandFallsKY,Cumb R Cumberland Falls KY,Cumberland River at Cumberland Falls KY, ,NAD83,FALSE,NATIVE,US/Eastern,Whitley,KY,UNITED STATES,Greenwood, ,SITE,Stream Gauge,CFAK2-CumberlandR-CumberlandFallsKY.Flow.Ave.~1Day.1Day.dcp-rev,3404500-CumberlandR-CumberlandFallsKY.Flow.Ave.~1Day.1Day.dcp-rev,0,dcp-rev,825 -120,LRN,BARKLEY-Spillway,Flow,37.02085,-88.22351,Total, ,Barkley Lock and Dam Spillway,Barkley Lock and Dam Spillway Gates, ,NAD83,FALSE,NATIVE,US/Central,Lyon,KY,UNITED STATES,Grand Rivers, ,OUTLET,Spillway,BARKLEY-Spillway.Flow.Total.15Minutes.15Minutes.dcp-rev, ,0,dcp-rev,230 -121,LRN,BAR,Flow,37.02168,-88.22105,Inst,BAHK2,Barkley Lock & Dam,Barkley Lock & Dam to Cheatham Lock & Dam Drainage Area,"This basin represents the uncontrolled drainage area between Barkley Lock & Dam, Cheatham Lock & Dam, and includes the Red River drainage area.",NAD83, , ,US/Central,Lyon,KY,UNITED STATES,Grand Rivers, ,PROJECT,Corps Reservoir,BAR.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,0 -122,SWT,CAME,Flow,37.07778,-96.85194,Inst,CAMK1,Grouse Creek nr Cameron KS,Grouse Creek nr Cameron KS,Grouse Creek nr Cameron KS,NAD83, , ,US/Central,Unknown County or County N/A,KS,UNITED STATES,"Silverdale, KS",SWT,SITE, ,CAME.Flow.Inst.1Hour.0.Ccp-Rev,CAMK1.Flow.Inst.1Hour.0.Ccp-Rev,0,Ccp-Rev,0 -123,SPK,HID HIDQ-Hensley Lake Outflow-Fresno,Flow,37.10389,-119.8875,Ave, ,Hensly Lk-Fresno R, ,HID - Hensley Lk Outflow to the Fresno River, ,FALSE,NATIVE,US/Pacific,Madera,CA,UNITED STATES,"Raymond, CA",SPK,SITE, ,HID HIDQ-Hensley Lake Outflow-Fresno.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,561 -124,SPK,HID HIDP-Hensley Lake Pool-Fresno,Flow-Spill,37.10944,-119.8847,Inst, ,Hensley Lk-Pool,Hensley Lake,HID - Hensley Lk Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Madera,CA,UNITED STATES,"Raymond, CA",SPK,SITE, ,HID HIDP-Hensley Lake Pool-Fresno.Flow-Spill.Inst.1Hour.0.Calc-val, ,0,Calc-val,581 -125,SWL,MO30203-Tailwater,Flow,37.12965,-90.7611,Inst,Clearwater_Dam-Tailwater,Clearwater Dam Tailwater,"Black R at Clearwater Dam Tailwater, AR","Black R at Clearwater Dam Tailwater Sensor, AR - Represents sensor that Collects Tailwater Elevation data (HT)",NAD83,FALSE,NATIVE,US/Central,Wayne,MO,UNITED STATES,Piedmont,SWL,SITE, ,MO30203-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,Clearwater_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,0 -126,SPK,HID FHL-Fresno R abv Hensley Lake-Fresno,Flow,37.15056,-119.8561,Ave, ,Hensly Lk-Fresno R, ,HID - Fresno River abv Hensly Lk, ,FALSE,NATIVE,US/Pacific,Madera,CA,UNITED STATES,"Raymond, CA",SPK,SITE, ,HID FHL-Fresno R abv Hensley Lake-Fresno.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,540 -127,SPK,BUCQ,Flow,37.21556,-119.9914,Ave,BUC BUCQ-Eastman Lake Outflow-Chowchilla,Eastman Lk-Chowchilla R, ,BUC - Eastman Lk Outflow to the Chowchilla River, ,FALSE,NATIVE,US/Pacific,Madera,CA, , ,SPK,SITE, ,BUCQ.Flow.Ave.1Hour.1Hour.Calc-val,BUC BUCQ-Eastman Lake Outflow-Chowchilla.Flow.Ave.1Hour.1Hour.Calc-val,0,Calc-val,450 -128,SWT,PURS,Flow,37.25889,-94.435,Inst,NSFM7,"N Fork Spring River nr Purcell,","North Fork Spring River near Purcell, MO","North Fork Spring River near Purcell, MO",NAD83,FALSE,NATIVE,US/Central,Unknown County or County N/A,MO,UNITED STATES,"Alba, MO",SWL,SITE, ,PURS.Flow.Inst.1Hour.0.Ccp-Rev,NSFM7.Flow.Inst.1Hour.0.Ccp-Rev,0,Ccp-Rev,850 -129,SPK,BUC BUCP-Eastman Lake Pool-Chowchilla,Flow-Spill,37.26667,-119.9844,Ave,BUCP,Eastman Lk-Pool,HENSLEY LAKE / HIDDEN DAM,BUC - Eastman Lk (Buchanan Dam) Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Madera,CA,UNITED STATES, ,SPK,SITE, ,BUC BUCP-Eastman Lake Pool-Chowchilla.Flow-Spill.Ave.1Hour.1Hour.Calc-val,BUCP.Flow-Spill.Ave.1Hour.1Hour.Calc-val,0,Calc-val,613 -130,SPK,MER MARQ-Mariposa Res Outflow-Mariposa Cr,Flow,37.28,-120.1628,Ave, ,Mariposa Res-Mariposa Cr, ,MER - Mariposa Dam Outflow to Mariposa Cr - Merced Group, ,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Le Grand, CA",SPK,SITE, ,MER MARQ-Mariposa Res Outflow-Mariposa Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,350 -131,SPK,CA10107-Mariposa Res Pool-Mariposa Cr,Flow-Spill,37.29333,-120.1467,Inst,MER MARP-Mariposa Res Pool-Mariposa Cr,Mariposa Res-Pool,Mariposa Pool,MER - Mariposa Reservoir Pool Elevation Station - Merced Group,WGS84,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Le Grand, CA",SPK,SITE, ,CA10107-Mariposa Res Pool-Mariposa Cr.Flow-Spill.Inst.1Hour.0.Calc-val,MER MARP-Mariposa Res Pool-Mariposa Cr.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,459 -132,SPK,MER MCK-Bear Cr at Mckee Road-Bear Cr,Flow,37.30917,-120.4456,Ave, ,Bear Res-Bear Cr@ McKee Rd, ,MER - Bear Cr @ McKee Rd - Merced Group, ,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Merced, CA",SPK,SITE, ,MER MCK-Bear Cr at Mckee Road-Bear Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,167 -133,SPK,MER OWNQ-Owens Reservoir Outflow-Owens Cr,Flow,37.31194,-120.1897,Ave, ,Owens Res-Owens Cr, ,MER - Owens Reservoir Outflow to Owens Cr - Merced Group, ,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Le Grand, CA",SPK,SITE, ,MER OWNQ-Owens Reservoir Outflow-Owens Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,357 -134,SPK,MER BURQ-Burns Reservoir Outflow-Burns Cr,Flow,37.37333,-120.2803,Ave, ,Burns Res-Burns Cr, ,MER - Burns Reservoir Outflow to Burns Cr - Merced Group, ,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Planada, CA",SPK,SITE, ,MER BURQ-Burns Reservoir Outflow-Burns Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,261 -135,SPK,CA10103-Burns Reservoir Pool-Burns Cr,Flow-Spill,37.37667,-120.275,Inst,Burns Dam -Burns Reservoir Pool-Burns Cr,Burns Res-Pool,Burns Pool,MER - Burns Reservoir Pool Elevation Station - Merced Group,WGS84,FALSE,NATIVE,US/Pacific,Merced,CA,UNITED STATES,"Planada, CA",SPK,SITE, ,CA10103-Burns Reservoir Pool-Burns Cr.Flow-Spill.Inst.1Hour.0.Calc-val,Burns Dam -Burns Reservoir Pool-Burns Cr.Flow-Spill.Inst.1Hour.0.Calc-val,0,Calc-val,319 -136,SPL,Pine Cnyn DS-Pine Cnyn W,Flow,37.47833,-114.3075,Inst, ,Pine Cnyn Downstream, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,NV,UNITED STATES,Cedar City, ,SITE, ,Pine Cnyn DS-Pine Cnyn W.Flow.Inst.15Minutes.0.GOES-rev, ,0,GOES-rev,5609 -137,SPL,Mathews Cnyn DS-Mathews Cnyn W,Flow,37.49972,-114.2242,Inst, ,Mathews Canyon Downstream, , ,WGS84,FALSE,NATIVE,US/Pacific,Unknown County or County N/A,NV,UNITED STATES,Cedar City, ,SITE, ,Mathews Cnyn DS-Mathews Cnyn W.Flow.Inst.15Minutes.0.GOES-rev, ,0,GOES-rev,5439 -138,LRH,WV08902-Outflow,Flow,37.649,-80.886,Inst,BLN-Outflow,Bluestone Outflow (Calc), , ,WGS84,FALSE,NATIVE,US/Eastern,Summers,WV,UNITED STATES,Hinton,LRH,STREAM_LOCATION,Calculated,WV08902-Outflow.Flow.Inst.1Hour.0.OBS,BLN-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,1400 -139,SPK,FRM SET-Stockton East Tun-Littlejohn Cr,Flow,37.84833,-120.6831,Inst, ,Farmington Lk-Goodwin Tunnel, ,FRM - Goodwin Tunnel (Stockton East Tunnel) abv Farmington Lk, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Oakdale, CA",SPK,SITE, ,FRM SET-Stockton East Tun-Littlejohn Cr.Flow.Inst.15Minutes.0.Combined-val, ,0,Combined-val,600 -140,SPK,FRM SHG-Shirley Gulch Div-Littlejohn Cr,Flow,37.9025,-120.7597,Ave, ,Farmington Lk-Shirley Gulch, ,FRM - Shirley Gulch abv Farmington Lk, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Oakdale, CA",SPK,SITE, ,FRM SHG-Shirley Gulch Div-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,225 -141,SPK,FRM FRMQ-Stockton East Outflow Works,Flow,37.91444,-120.9386,Inst, ,Farminton Lk-SEWD Works, ,"FRM - Farmington Dam Outflow Works, Stockton East Water District.", ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM FRMQ-Stockton East Outflow Works.Flow.Inst.1Hour.0.Calc-val, ,0,Calc-val,19 -142,SPK,FRM FRMP-Farmington Pool-Littlejohn Cr,Flow-Spill,37.915,-120.935,Ave, ,Farmington Lk-Pool,Farmington Pool Farmington Pool,FRM - Farmington Dam Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES, ,SPK,SITE, ,FRM FRMP-Farmington Pool-Littlejohn Cr.Flow-Spill.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,180 -143,SPK,FRM RCF-Rock Cr nr FRM-Littlejohn Cr,Flow,37.91833,-120.9597,Ave, ,Farmington Lk-Rock Cr, ,FRM - Rock Cr abv Confluence with Littlejohn Cr, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM RCF-Rock Cr nr FRM-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,105 -144,SPK,FRM FRG-Littlejohn at FRM-Littlejohn Cr,Flow,37.92611,-121.0014,Ave, ,Farmington Lk-Littlejohn Cr, ,FRM - Littlejohn Cr nr Farminton CA, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM FRG-Littlejohn at FRM-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,115 -145,SPK,FRM DUC-Duck Cr Diversion-Littlejohn Cr,Flow,37.93833,-120.9903,Ave, ,Farmington Lk-Duck Cr Div, ,FRM - Duck Cr Diversion nr Farmington, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM DUC-Duck Cr Diversion-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,110 -146,SPK,FRM DCK-Duck Cr nr FRM-Littlejohn Cr,Flow,37.94472,-120.9308,Ave, ,Farmington Lk-Duck Cr, ,FRM - Duck Cr nr Farmington, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Farmington, CA",SPK,SITE, ,FRM DCK-Duck Cr nr FRM-Littlejohn Cr.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,150 -147,SPK,NHG CGV-Cosgrove Creek-Calaveras,Flow,38.13611,-120.8472,Ave, ,New Hogan Lk-Cosgrove Cr, ,NHG - Cosgrove Cr blw Dam, ,FALSE,NATIVE,US/Pacific,Calaveras,CA,UNITED STATES,"Valley Springs, CA",SPK,SITE, ,NHG CGV-Cosgrove Creek-Calaveras.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,547 -148,SPK,NHG NHGQ-New Hogan Lake Outflow-Calaveras,Flow,38.14806,-120.8239,Ave, ,New Hogan Lk-Calaveras R, ,NHG - New Hogan Lk Outflow to the Calaveras River, ,FALSE,NATIVE,US/Pacific,Calaveras,CA,UNITED STATES,"Valley Springs, CA",SPK,SITE, ,NHG NHGQ-New Hogan Lake Outflow-Calaveras.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,520 -149,SPK,NHG MRS-Mormon Slough-Calaveras,Flow,38.14889,-121.0125,Ave, ,New Hogan Lk-Mormon Slough, ,NHG - Mormon Slough nr Bellota, ,FALSE,NATIVE,US/Pacific,San Joaquin,CA,UNITED STATES,"Lockeford, CA",SPK,SITE, ,NHG MRS-Mormon Slough-Calaveras.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,130 -150,LRH,LON,Flow,38.1928,-81.3692,Inst,LondonLD,London Locks and Dam,Kanawha Riv at London L&D,Kanawha Riv at London L&D,WGS84, , ,US/Eastern,Kanawha,WV,UNITED STATES,London,LRH,PROJECT,Lock,LON.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,0 -151,LRH,WV09903-Lake,Flow,38.3039,-82.4164,Inst,BBF-Lake,Beech Fork Lake,Beech Fk Dam near Huntington 7SSE,Beech Fk Dam near Huntington 7SSE,WGS84,FALSE,NATIVE,US/Eastern,Wayne,WV,UNITED STATES,Lavalette,LRH,SITE,Lake,WV09903-Lake.Flow.Inst.1Hour.0.OBS,BBF-Lake.Flow.Inst.1Hour.0.OBS,0,OBS,500 -152,MVS,CFMV,Flow,38.31001,-88.98833,Inst,Mt Vernon-Casey Fork,Mount Vermon Casey,Mt Vernon-Casey Fork,Casey Fork at Mt. Vernon,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,IL,UNITED STATES, ,MVS,STREAM_LOCATION, ,CFMV.Flow.Inst.15Minutes.0.RatingUSGS,Mt Vernon-Casey Fork.Flow.Inst.15Minutes.0.RatingUSGS,0,RatingUSGS,420 -153,MVS,Fayetteville,Flow,38.3775,-89.79093,Inst, ,Kaskaskia River at Fayetteville,Kaskaskia River at Fayetteville, ,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,IL,UNITED STATES, ,MVS,STREAM_LOCATION,Gage,Fayetteville.Flow.Inst.1Hour.0.CCP-Comp,07048600.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,300 -154,LRH,WIN,Flow,38.5269,-81.9136,Inst,WV07903,Winfield Locks and Dam,Winfield L-D,Winfield L-D,WGS84, , ,US/Eastern,Putnam,WV,UNITED STATES,Winfield,LRH,PROJECT,Lock,WIN.Flow.Inst.15Minutes.0.DCP-rev,01162500.Flow.Inst.15Minutes.0.DCP-rev,0,DCP-rev,0 -155,MVS,St Louis-River Des Peres,Flow,38.55941,-90.2832,Inst,DPSL,St Louis RDP,St Louis-River Des Peres,River Des Peres at St. Louis,WGS84,FALSE,NATIVE,US/Central,St. Louis City,MO,UNITED STATES, ,MVS,STREAM_LOCATION, ,St Louis-River Des Peres.Flow.Inst.5Minutes.0.RatingUSGS,DPSL.Flow.Inst.5Minutes.0.RatingUSGS,0,RatingUSGS,391 -156,SPK,WRS WRSQ-Lake Sonoma Outflow-Russian,Flow,38.71972,-122.9994,Ave, ,Lk Sonoma-Dry Cr, ,WRS - Warm Springs Dam Outflow to Dry Cr, ,FALSE,NATIVE,US/Pacific,Sonoma,CA,UNITED STATES,"Geyserville, CA",SPN,SITE, ,WRS WRSQ-Lake Sonoma Outflow-Russian.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,188 -157,SPK,CA82212,Flow-Spill,38.7225,-123.01,Ave,WRS WRSP-Lake Sonoma Pool-Russian,Lk Sonoma-Pool,LAKE SONOMA / WARM SPRINGS DAM,WRS - Lake Sonoma Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Sonoma,CA,UNITED STATES,"Cloverdale, CA",SPN,SITE, ,CA82212.Flow-Spill.Ave.1Hour.1Hour.Calc-val,WRS WRSP-Lake Sonoma Pool-Russian.Flow-Spill.Ave.1Hour.1Hour.Calc-val,0,Calc-val,495 -158,LRH,WV00707-Lake,Flow,38.8428,-80.6203,Inst,BRNW2,Burnsville Lake,Burnsville Dam near Burnsville,Burnsville Dam near Burnsville,WGS84,FALSE,NATIVE,US/Eastern,Braxton,WV,UNITED STATES,Burnsville,LRH,SITE,Lake,WV00707-Lake.Flow.Inst.1Hour.0.OBS,BRNW2.Flow.Inst.1Hour.0.OBS,0,OBS,700 -159,MVS,IL00116-Mississippi,Flow,38.86917,-90.15361,Inst,Mel Price-Mississippi,Mel Price L&D, , , , , , ,Unknown County or County N/A,0,UNITED STATES, , ,STREAM_LOCATION, ,IL00116-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,Mel Price-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,0,NCRFCShef-PZ,0 -160,MVS,MO10301-Mississippi,Flow,39.00366,-90.69239,Inst,LD 25-Mississippi,LD 25 WQ, , , , , , ,Unknown County or County N/A,0,UNITED STATES, , ,STREAM_LOCATION, ,MO10301-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,LD 25-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,0,NCRFCShef-PZ,0 -161,SPK,COY HOP-Hopland-EFRussian,Flow,39.02667,-123.1294,Ave, ,Lk Mendocino-Russian@Hopland, ,COY - Russian River nr Hopland, ,FALSE,NATIVE,US/Pacific,Mendocino,CA,UNITED STATES,"Hopland, CA",SPN,SITE, ,COY HOP-Hopland-EFRussian.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,498 -162,SPK,COY COYF-Coyote Fish Hatchery-EFRussian,Flow,39.19806,-123.1858,Inst, ,Lk Mendocino-Fish Hatchery, ,COY - Coyote Dam Fish Hatchery, ,FALSE,NATIVE,US/Pacific,Mendocino,CA,UNITED STATES,"Calpella, CA",SPN,SITE, ,COY COYF-Coyote Fish Hatchery-EFRussian.Flow.Inst.15Minutes.0.LOS-raw, ,0,LOS-raw,614 -163,SPK,COY COYQ-Lake Mendocino Outflow-EFRussian,Flow,39.19806,-123.1864,Ave, ,Lk Mendocino-EF Russian R, ,COY - Coyote Dam Outflow to the EF Russian River, ,FALSE,NATIVE,US/Pacific,Mendocino,CA,UNITED STATES,"Calpella, CA",SPN,SITE, ,COY COYQ-Lake Mendocino Outflow-EFRussian.Flow.Ave.~1Day.1Day.Calc-val, ,0,Calc-val,614 -164,SPK,CA10105,Flow-Spill,39.23944,-121.2667,Ave,ENG ENGP-Englebright Lake Pool-Yuba,ENGLEBRIGHT LAKE / DAM,ENGLEBRIGHT LAKE / DAM,ENG - Englebright Lake Pool Elevation,WGS84, , ,US/Pacific,Yuba,CA,UNITED STATES,"Smartsville, CA",SPK,SITE, ,CA10105.Flow-Spill.Ave.1Hour.1Hour.Calc-val,ENG ENGP-Englebright Lake Pool-Yuba.Flow-Spill.Ave.1Hour.1Hour.Calc-val,0,Calc-val,0 -165,SPK,MRT MRT-Martis Creek-Truckee,Flow-Res Out,39.32667,-120.1133,Ave, ,Martis Creek Reservoir, , ,WGS84,FALSE,NATIVE,US/Pacific,Nevada,CA,UNITED STATES, , ,SITE, ,MRT MRT-Martis Creek-Truckee.Flow-Res Out.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,5858 -166,SPK,MRT MRTQ-Martis Res Outflow-Truckee,Flow,39.3275,-120.1147,Ave, ,Martis Lk-Martis Cr, ,MRT - Martis Cr Dam Outflow to Martis Cr, ,FALSE,NATIVE,US/Pacific,Nevada,CA,UNITED STATES,"Truckee, CA",SPK,SITE, ,MRT MRTQ-Martis Res Outflow-Truckee.Flow.Ave.1Hour.1Hour.Calc-val, ,0,Calc-val,5858 -167,MVS,MO10300-Mississippi,Flow,39.375,-90.907,Inst,LD 24-Mississippi,LD 24 WQ, , ,WGS84,FALSE,NATIVE,US/Central,Pike,MO,UNITED STATES,Clarksville,MVS,STREAM_LOCATION, ,MO10300-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,LD 24-Mississippi.Flow.Inst.6Hours.0.NCRFCShef-PZ,0,NCRFCShef-PZ,422 -168,MVS,Ashburn-Salt,Flow,39.52264,-91.20163,Inst,SAAS,Ashburn,Ashburn-Salt,Salt River at Ashburn,WGS84,FALSE,NATIVE,US/Central,Unknown County or County N/A,MO,UNITED STATES,Ashburn,MVS,STREAM_LOCATION, ,Ashburn-Salt.Flow.Inst.15Minutes.0.RatingCOE,SAAS.Flow.Inst.15Minutes.0.RatingCOE,0,RatingCOE,447 -169,SPK,CA00035-Thermolito-Feather R,Flow,39.53889,-121.4856,Inst,SAC ORO-Thermolito-Feather R,Thermolito, , , , , ,US/Pacific,Unknown County or County N/A,0,UNITED STATES, , ,STREAM_LOCATION, ,CA00035-Thermolito-Feather R.Flow.Inst.1Hour.0.Calc-manual,SAC ORO-Thermolito-Feather R.Flow.Inst.1Hour.0.Calc-manual,0,Calc-manual,0 -170,LRH,OH00018-Outflow,Flow,39.54077,-82.0584,Inst,TJE-Outflow,Tom Jenkins Outflow (Calc),Tom Jenkins Lake Outflow,Tom Jenkins Lake Outflow,WGS84,FALSE,NATIVE,US/Eastern,Athens,OH,UNITED STATES,Burr Oak,LRH,STREAM_LOCATION,Calculated,OH00018-Outflow.Flow.Inst.1Hour.0.OBS,TJE-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,700 -171,MVS,LD 22-Mississippi,Flow,39.63534,-91.24879,Inst, ,LD 22 WQ, , , , , , ,Unknown County or County N/A,0,UNITED STATES, , ,STREAM_LOCATION, ,LD 22-Mississippi.Flow.Inst.~2Hours.0.lpmsShef-raw, ,0,lpmsShef-raw,0 -172,SPK,BLBQ,Flow,39.81846,-122.325,Ave,BLB BLBQ-Black Butte Outflow-Stony Cr,Black Butte Lk-Stony Cr, ,BLB - Black Butte Lk Outflow to Stony Cr,WGS84,FALSE,NATIVE,US/Pacific,Tehama,CA, , ,SPK,STREAM,Stream Gauge,BLBQ.Flow.Ave.1Hour.1Hour.Calc-val,BLB BLBQ-Black Butte Outflow-Stony Cr.Flow.Ave.1Hour.1Hour.Calc-val,0,Calc-val,426 -173,LRH,Alexandria,Flow,40.0869,-82.6106,Inst,ALXE3,Alexandria,Alexandria near Caldwell,Alexandria near Caldwell,WGS84, , ,US/Eastern,Licking,OH,UNITED STATES,Caldwell,LRH,SITE,Gage,Alexandria.Flow.Inst.1Hour.0.DCP-rev,CE40D9B4.Flow.Inst.1Hour.0.DCP-rev,0,DCP-rev,0 -174,LRH,OH00012-Outflow,Flow,40.2694,-81.2792,Inst,CLB-Outflow,Clendening Outflow, ,Outflow calculated by gate settings.,WGS84,FALSE,NATIVE,US/Eastern,Harrison,OH,UNITED STATES,Tippecanoe,LRH,SITE,Calculated,OH00012-Outflow.Flow.Inst.1Hour.0.OBS,CLB-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,862 -175,LRP,Steubenville,Flow,40.35833,-80.61111,Inst,SBVO1,"Steubenville, OH","Ohio River at Steubenville, OH","Ohio River at Steubenville, OH",WGS84,FALSE,NATIVE,US/Eastern,Jefferson,OH,UNITED STATES,Weirton, ,SITE, ,Steubenville.Flow.Inst.1Hour.0.OHRFC,SBVO1.Flow.Inst.1Hour.0.OHRFC,0,OHRFC,624 -176,LRH,OH00009-Outflow,Flow,40.5039,-82.5775,Inst,NBK-Outflow,NoBrKokosing Outflow,USGS 03136300 North Branch Kokosing R Lake nr Fredericktown OH,Outflow stream gage downstream from North Branch Kokosing River Dam,WGS84,FALSE,NATIVE,US/Eastern,Knox,OH,UNITED STATES,Fredericktown,LRH,SITE,Gage,OH00009-Outflow.Flow.Inst.1Hour.0.OBS,NBK-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,1100 -177,NAP,Bethlehem,Flow,40.61538,-75.37879,Inst, ,"Lehigh River at Bethlehem, PA","Lehigh River at Bethlehem, PA","Lehigh River at Bethlehem, PA", , , , , , ,UNITED STATES, , ,SITE, ,Bethlehem.Flow.Inst.1Hour.0.Rev-DCP, ,0,Rev-DCP,0 -178,LRH,OH00005-Lake,Flow,40.6356,-81.5581,Inst,BCS-Lake,Beach City Lake,Beach City Lake Beach City 2S,Beach City Lake Beach City 2S,WGS84,FALSE,NATIVE,US/Eastern,Tuscarawas,OH,UNITED STATES,Beach City,LRH,SITE,Lake,OH00005-Lake.Flow.Inst.1Hour.0.OBS,BCS-Lake.Flow.Inst.1Hour.0.OBS,0,OBS,931 -179,LRH,OH00004-Lake,Flow,40.6486,-81.4328,Inst,BIVO1,Bolivar Lake,Bolivar Lk near Bolivar 1E,Bolivar Lk near Bolivar 1E,WGS84,FALSE,NATIVE,US/Eastern,Tuscarawas,OH,UNITED STATES,Bolivar,LRH,SITE,Lake,OH00004-Lake.Flow.Inst.1Hour.0.OBS,BIVO1.Flow.Inst.1Hour.0.OBS,0,OBS,895 -180,LRH,OH00004-Outflow,Flow,40.64861,-81.4328,Inst,BOS-Outflow,Bolivar Outflow,Bolivar Outflow (calculated value),Bolivar Outflow (calculated value),WGS84,FALSE,NATIVE,US/Eastern,Tuscarawas,OH,UNITED STATES,Bolivar,LRH,STREAM_LOCATION,Calculated,OH00004-Outflow.Flow.Inst.1Hour.0.OBS,BOS-Outflow.Flow.Inst.1Hour.0.OBS,0,OBS,895 -181,LRP,Clinton,Flow,40.71603,-79.57887,Inst,PA00116,"L/D-6, Clinton","Allegheny River at L/D-6, Clinton","Allegheny River at L/D-6, Clinton",WGS84,FALSE,NATIVE,US/Eastern,Armstrong,PA,UNITED STATES,Harrison Township, ,PROJECT, ,Clinton.Flow.Inst.1Hour.0.CCP-Comp,07075300.Flow.Inst.1Hour.0.CCP-Comp,0,CCP-Comp,760 -182,NAP,Walnutport,Flow,40.75704,-75.60296,Inst, ,"Lehigh River at Walnutport, PA","Lehigh River at Walnutport, PA","Lehigh River at Walnutport, PA", , , , , , ,UNITED STATES, , ,SITE, ,Walnutport.Flow.Inst.1Hour.0.Rev-DCP, ,0,Rev-DCP,0 -183,LRE,Youngstown,Flow,41.27,-80.67,Inst, ,Youngstown Weather Station, , , , , ,US/Eastern,Trumbull,OH,UNITED STATES,"Cortland, OH",LRP,SITE, ,Youngstown.Flow.Inst.1Hour.0.OBS,03098600.Flow.Inst.1Hour.0.OBS,0,OBS,0 -184,LRE,Meadville,Flow,41.64,-80.21,Inst, ,Meadville Weather Station, , , , , ,US/Eastern,Crawford,PA,UNITED STATES,"Meadville, PA",LRP,SITE, ,Meadville.Flow.Inst.1Hour.0.OBS,03023100.Flow.Inst.1Hour.0.OBS,0,OBS,0 -185,LRE,Bradford,Flow,41.8,-78.62,Inst, ,Bradford Weather Station, , , , , ,US/Eastern,McKean,PA,UNITED STATES,"Cyclone, PA",LRP,SITE, ,Bradford.Flow.Inst.1Hour.0.OBS,03010955.Flow.Inst.1Hour.0.OBS,0,OBS,0 -186,LRP,CambridgeSprings,Flow,41.8072,-80.0633,Inst,CBSP1,"Cambridge Springs, PA","French Creek at Cambridge Springs, PA","French Creek at Cambridge Springs, PA",WGS84,FALSE,NATIVE,US/Eastern,Crawford,PA,UNITED STATES,Erie, ,SITE, ,CambridgeSprings.Flow.Inst.1Hour.0.OBS,CBSP1.Flow.Inst.1Hour.0.OBS,0,OBS,1124 -187,NAE,EBN,Flow,42.22083,-70.97861,Inst, ,Monatiquot River at Braintree,Monatiquot River at East Braintree,Monatiquot River at East Braintree, ,FALSE,NATIVE,America/New_York,Unknown County or County N/A,0, , , ,SITE,Streamgage,EBN.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,20 -188,LRE,Jackson,Flow,42.27,-84.47,Inst, ,Jackson Weather Station, , , , , ,US/Eastern,Jackson,MI,UNITED STATES,"Jackson, MI",LRE,SITE, ,Jackson.Flow.Inst.15Minutes.0.DCP-rev,DD3051BC.Flow.Inst.15Minutes.0.DCP-rev,0,DCP-rev,0 -189,NAE,OTR,Flow,42.58833,-72.04139,Inst, ,Otter River @ Otter River,Otter River at Otter River,Otter River at Otter River, ,FALSE,NATIVE,America/New_York,Unknown County or County N/A,0, , , ,SITE,Streamgage,OTR.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,-236 -190,NAE,ATH,Flow,42.59284,-72.23912,Inst, ,"Millers River @ Athol, MA",Millers River at Athol,Millers River at Athol,WGS84,FALSE,NATIVE,America/New_York,Worcester,MA, ,Athol, ,STREAM_LOCATION,Streamgage,ATH.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,-237 -191,LRB,NY00468,Flow,42.73329,-77.90708,Inst,Mount Morris,Mount Morris Dam,Mount Morris Dam,NERFC stage gauge for MMD.,NAD27,FALSE,NATIVE,US/Eastern,Livingston,NY,UNITED STATES, ,LRB,PROJECT,Dam,NY00468.Flow.Inst.30Minutes.0.CCP-Computed-Rev,Mount Morris.Flow.Inst.30Minutes.0.CCP-Computed-Rev,0,CCP-Computed-Rev,0 -192,MVP,IA04014,Flow,42.785,-91.095,Inst,LockDam_10,Mississippi R Lock and Dam 10, , ,NAD83, , ,US/Central,Unknown County or County N/A,IA,UNITED STATES, ,MVP,PROJECT,Dam,IA04014.Flow.Inst.1Hour.0.rev,LockDam_10.Flow.Inst.1Hour.0.rev,0,rev,0 -193,MVP,WI00733,Flow,43.2116,-91.095,Inst,LockDam_09,Mississippi R Lock and Dam 09, , ,NAD83, , ,US/Central,Unknown County or County N/A,WI,UNITED STATES, ,MVP,PROJECT,Dam,WI00733.Flow.Inst.15Minutes.0.rev,LockDam_09.Flow.Inst.15Minutes.0.rev,0,rev,0 -194,LRE,Fulton,Flow,43.3,-76.39,Inst, ,Fulton Weather Station, , , , , ,US/Eastern,Oswego,NY,UNITED STATES,"Fulton, NY",LRB,SITE, ,Fulton.Flow.Inst.1Hour.0.DCP-rev,CE41E006.Flow.Inst.1Hour.0.DCP-rev,0,DCP-rev,0 -195,MVP,WI00803,Flow,43.5766,-91.2316,Inst,LockDam_08,Mississippi R Lock and Dam 08, , ,NAD83, , ,US/Central,Unknown County or County N/A,WI,UNITED STATES, , ,PROJECT,Dam,WI00803.Flow.Inst.15Minutes.0.rev,LockDam_08.Flow.Inst.15Minutes.0.rev,0,rev,0 -196,MVP,MN00587,Flow,43.8666,-91.3083,Inst,LockDam_07,Mississippi R Lock and Dam 07, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00587.Flow.Inst.15Minutes.0.rev,LockDam_07.Flow.Inst.15Minutes.0.rev,0,rev,0 -197,LRE,Berlin,Flow,43.9538,-88.95284,Inst, ,Berlin Multi-Parameter Station, , , , , ,US/Central,Green Lake,WI,UNITED STATES,"Berlin, WI",LRE,SITE, ,Berlin.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -198,LRE,Oshkosh,Flow,43.98,-88.55,Inst, ,Oshkosh Multi-Parameter Sta, , , , , ,US/Central,Winnebago,WI,UNITED STATES,"Oshkosh, WI",LRE,SITE, ,Oshkosh.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -199,MVP,WI00802,Flow,44,-91.4383,Inst,LockDam_06,Mississippi R Lock and Dam 06, , ,NAD83, , ,US/Central,Unknown County or County N/A,WI,UNITED STATES, ,MVP,PROJECT,Dam,WI00802.Flow.Inst.15Minutes.0.rev,LockDam_06.Flow.Inst.15Minutes.0.rev,0,rev,0 -200,LRE,WinnebagoObs,Flow,44.03333,-88.40556,Inst, ,Winnebago Observed Flow, , , , , ,US/Central,Winnebago,WI,UNITED STATES,"Stockbridge, WI",LRE,SITE, ,WinnebagoObs.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -201,MVP,MN00588,Flow,44.0883,-91.6699,Inst,LockDam_05a,Mississippi R Lock and Dam 05a, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00588.Flow.Inst.15Minutes.0.rev,LockDam_05a.Flow.Inst.15Minutes.0.rev,0,rev,0 -202,MVP,MN00589,Flow,44.1616,-91.8116,Inst,LockDam_05,Mississippi R Lock and Dam 05, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00589.Flow.Inst.15Minutes.0.rev,LockDam_05.Flow.Inst.15Minutes.0.rev,0,rev,0 -203,LRE,Appleton,Flow,44.25,-88.52,Inst, ,Appleton Multi-Parameter Station, , , , , ,US/Central,Outagamie,WI,UNITED STATES,"Greenville, WI",LRE,SITE, ,Appleton.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -204,MVP,WI00727,Flow,44.325,-91.9233,Inst,LockDam_04,Mississippi R Lock and Dam 04, , ,NAD83, , ,US/Central,Unknown County or County N/A,WI,UNITED STATES, ,MVP,PROJECT,Dam,WI00727.Flow.Inst.15Minutes.0.rev,LockDam_04.Flow.Inst.15Minutes.0.rev,0,rev,0 -205,LRE,NewLondonObs,Flow,44.39222,-88.74028,Inst, ,New London Observed Flow, , , , , ,US/Central,Waupaca,WI,UNITED STATES,"New London, WI",LRE,SITE, ,NewLondonObs.Flow.Inst.0.0.shef-raw, ,0,shef-raw,0 -206,MVP,MN00595,Flow,44.61,-92.61,Inst,LockDam_03,Mississippi R Lock and Dam 03,Mississippi River Lock and Dam 03, ,NAD83,FALSE,NATIVE,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00595.Flow.Inst.15Minutes.0.rev,LockDam_03.Flow.Inst.15Minutes.0.rev,0,rev,600 -207,MVP,MN00594,Flow,44.7599,-92.8683,Inst,LockDam_02,Mississippi R Lock and Dam 02, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00594.Flow.Inst.15Minutes.0.comp,LockDam_02.Flow.Inst.15Minutes.0.comp,0,comp,0 -208,MVP,MN00591,Flow,44.9783,-93.2466,Inst,LowerSAFalls,Lower St Anthony Falls, ,Elevations are in MSL 1912,NAD83, , , ,Unknown County or County N/A,MN,UNITED STATES, , ,PROJECT,Dam,MN00591.Flow.Inst.~1Day.0.CEMVP-Legacy,LowerSAFalls.Flow.Inst.~1Day.0.CEMVP-Legacy,0,CEMVP-Legacy,0 -209,MVP,MN00579,Flow,45.17139,-96.09333,Inst,MarshLake_Dam,Marsh Lake Dam, , ,NAD83, , ,US/Central,Unknown County or County N/A,MN,UNITED STATES, ,MVP,PROJECT,Dam,MN00579.Flow.Inst.1Hour.0.Fcst-CEMVP,MarshLake_Dam.Flow.Inst.1Hour.0.Fcst-CEMVP,0,Fcst-CEMVP,0 -210,MVP,MN00581-ServiceSpillway,Flow-Out,45.22944,-96.29028,Inst,Highway75_Dam-ServiceSpillway,Highway 75 Dam Service Spillway, , ,NAD83, , ,US/Central,Unknown County or County N/A,0,UNITED STATES, ,MVP,SITE, ,MN00581-ServiceSpillway.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,Highway75_Dam-ServiceSpillway.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,0,CEMVP-Legacy,0 -211,MVP,Benson,Flow,45.3111,-95.6249,Inst,BENM5,Chippewa River at Benson,"Chippewa River at Benson, US12",Owner is MNDNR/MPCA,NAD27,FALSE,NATIVE,US/Central,Unknown County or County N/A,MN,UNITED STATES,Benson,MVP,SITE,DCP Gage,Benson.Flow.Inst.15Minutes.0.rev,BENM5.Flow.Inst.15Minutes.0.rev,0,rev,1009 -212,NAE,WAS,Flow,46.77722,-68.15722,Inst, ,"Arroostoock River @ Washburn, ME",Aroostoock River at Washburn,Aroostoock River at Washburn, ,FALSE,NATIVE,America/New_York,Unknown County or County N/A,ME, , , ,SITE,Streamgage,WAS.Flow.Inst.15Minutes.0.DCP-rev, ,0,DCP-rev,436 -213,MVP,ND00310-Spillway,Flow,48.40498,-97.79103,Inst,Homme_Dam-Spillway,Homme Dam Overflow Spillway, , , , , ,America/Chicago,Unknown County or County N/A,0,UNITED STATES, ,MVP,SITE, ,ND00310-Spillway.Flow.Inst.15Minutes.0.rev,Homme_Dam-Spillway.Flow.Inst.15Minutes.0.rev,0,rev,0 -214,MVP,AlamedaRsvr,Flow-Out,49.25889,-102.2306,Inst, ,Alameda Reservoir near Alameda,"Alameda Reservoir near Alameda, SK",Owner is Environment Canada, , , ,US/Central, , ,CANADA, , ,SITE,DCP Gage,AlamedaRsvr.Flow-Out.Inst.15Minutes.0.ProjectEntry, ,0,ProjectEntry,0 -215,MVP,Alameda,Flow,49.34694,-102.2556,Inst, ,Shepherd Creek near Alameda,"Shepherd Creek near Alameda, SK",Owner is Environment Canada, , , ,US/Central, , ,CANADA, , ,SITE,DCP Gage,Alameda.Flow.Inst.5Minutes.0.Raw-EnvCan, ,0,Raw-EnvCan,0 -216,MVP,AlamedaRsvr-MooseMntCreek,Flow,49.52278,-102.1719,Inst, ,Moose Mnt Creek a Alameda RSVR,"Moose Mountain Creek above Alameda Reservoir, SK",Owner is Environment Canada, , , ,US/Central, , ,CANADA, , ,SITE,DCP Gage,AlamedaRsvr-MooseMntCreek.Flow.Inst.5Minutes.0.Raw-EnvCan, ,0,Raw-EnvCan,0 -217,SPK,CA10201,Flow-Spill,39.19806,-123.1806,Ave,"CA10201 -Lake Mendocino Pool-EFRussian",Lk Mendocino-Pool,Coyote Valley Dam,COY - Lake Mendocino (Coyote Dam) Pool Elevation Station,WGS84,FALSE,NATIVE,US/Pacific,Mendocino,CA,UNITED STATES,"Calpella, CA",SPN,SITE, ,"CA10201 -Lake Mendocino Pool-EFRussian.Flow-Spill.Ave.1Hour.1Hour.Calc-val",CA10201.Flow-Spill.Ave.1Hour.1Hour.Calc-val,0,Calc-val,789 -218,NWDP,WA00302,Flow-Out,47.38537,-123.6057,Ave,12035380,Wynoochee Dam,WYNOOCHEE DAM, ,NAD83, , ,US/Pacific,Grays Harbor,WA,UNITED STATES,Aberdeen,NWS,PROJECT,Dam,WA00302.Flow-Out.Ave.1Hour.1Hour.CENWS-COMPUTED-R*,12035380.Flow-Out.Ave.1Hour.1Hour.CENWS-COMPUTED-RAW,0,CENWS-COMPUTED-RAW,0 -219,NWDP,D10D3406,Flow,46.50047,-116.3923,Ave,PEKI,Clearwater R near Peck,CLEARWATER RIVER NEAR PECK 2NE,USGS #13341050,WGS84,FALSE,NATIVE,US/Pacific,Nez Perce,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,D10D3406.Flow.Ave.~1Day.1Day.CBT-COMPUTED-REV,PEKI.Flow.Ave.~1Day.1Day.CBT-COMPUTED-REV,0,CBT-COMPUTED-REV,930 -220,NWDP,ETSI,Flow-Canal,43.93333,-116.4333,Inst,34433F4C,Emmett Irrigat Dist S Side Cnl,Emmett Irrigation Dist South Side Canal,USBR Hydromet Station ETSI,WGS84,FALSE,NATIVE,US/Mountain,Gem,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,ETSI.Flow-Canal.Inst.0.0.USBR-RAW,34433F4C.Flow-Canal.Inst.0.0.USBR-RAW,0,USBR-RAW,2500 -221,NWDP,12371550,Flow-Out,47.68,-114.23,Inst,KERM,Kerr Dam,Kerr Dam, ,NAD83,FALSE,NATIVE,US/Mountain,Lake,MT, , ,NWS,SITE,Dam,12371550.Flow-Out.Inst.~1Day.0.CBT-REV,KERM.Flow-Out.Inst.~1Day.0.CBT-REV,0,CBT-REV,2890 -222,NWDP,MT00652,Flow-Out,48.41056,-115.3131,Ave,CE1192D4,Libby Dam Near Libby,LIBBY DAM NEAR LIBBY, , ,FALSE,NATIVE,US/Mountain,Lincoln,MT,UNITED STATES,Libby,NWS,PROJECT,Corps Reservoir,MT00652.Flow-Out.Ave.1Hour.1Hour.CBT-REV,CE1192D4.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,2342 -223,NWDP,SMCI,Flow-Canal,42.6625,-113.4889,Inst, ,S Side Minidoka Cnl nr Minidoka,S. Side Minidoka Canal Near Minidoka, ,WGS84,FALSE,NATIVE,US/Mountain,Cassia,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,SMCI.Flow-Canal.Inst.0.0.USBR-RAW, ,0,USBR-RAW,4184 -224,NWDP,34437294,Flow-Canal,42.67167,-113.4839,Inst,13080000,N Side Minidoka Cnl nr Minidoka,N. Side Minidoka Canal Near Minidoka,USBR Station ID NMCI,WGS84,FALSE,NATIVE,US/Mountain,Minidoka,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,34437294.Flow-Canal.Inst.0.0.USBR-RAW,13080000.Flow-Canal.Inst.0.0.USBR-RAW,0,USBR-RAW,4180 -225,NWDP,MT00565,Flow-Out,48.34111,-114.0133,Ave,345EB372,Hungry Horse Dam nr Hungry Horse,HUNGRY HORSE DAM NEAR HUNGRY HORSE, , ,FALSE,NATIVE,US/Mountain,Flathead,MT,UNITED STATES,Missoula,NWS,PROJECT,Dam,MT00565.Flow-Out.Ave.1Hour.1Hour.CBT-REV,345EB372.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,3196 -226,NWDP,WFCI,Flow-Canal,43.90556,-111.6278,Inst,18D21S,Wilford Canal,Wilford Canal,USBR Station ID WFCI,WGS84,FALSE,NATIVE,US/Mountain,Fremont,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,WFCI.Flow-Canal.Inst.0.0.USBR-RAW,18D21S.Flow-Canal.Inst.0.0.USBR-RAW,0,USBR-RAW,4965 -227,NWDP,MHPI,Flow-Discharge-Power,42.51667,-114.0333,Ave, ,Milner Hydroelectric Plant,Milner Hydroelectric Plant, ,WGS84,FALSE,NATIVE,US/Mountain,Cassia,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,MHPI.Flow-Discharge-Power.Ave.~1Day.1Day.USBR-COM*, ,0,USBR-COMPUTED-REV,4120 -228,NWDP,ID00319,Flow-Out,48.17925,-116.9997,Ave,ALF,Albeni Falls Dam,Albeni Falls Dam, , ,FALSE,NATIVE,US/Pacific,Bonner,ID,UNITED STATES,Coeur d'Alene,NWS,PROJECT,Corps Reservoir,ID00319.Flow-Out.Ave.1Hour.1Hour.CBT-REV,ALF.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,2047 -229,NWDP,WA00256,Flow-Out-Total,47.40927,-121.724,Ave,12115900,Chester Morse Lake @ Cedar Falls,CHESTER MORSE LAKE AT CEDAR FALLS NEAR NORTH BEND 7SSE, ,NAD83, , ,US/Pacific,King,WA, , ,NWS,SITE,Dam,WA00256.Flow-Out-Total.Ave.1Hour.1Hour.SCL-RAW,12115900.Flow-Out-Total.Ave.1Hour.1Hour.SCL-RAW,0,SCL-RAW,0 -230,NWDP,OR00002,Flow-Out,45.61,-121.13,Ave,14103950,The Dalles Lock and Dam,The Dalles Dam and Lake Celilo on the Columbia River, ,WGS84, , ,US/Pacific,Wasco,OR,UNITED STATES, ,NWDP,PROJECT,Dam,OR00002.Flow-Out.Ave.1Hour.1Hour.CBT-REV,14103950.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -231,NWDP,WA00168,Flow-Out,48.69824,-121.2091,Ave,GOD,Gorge Reservoir nr Nehalem,GORGE RESERVOIR NR NEHALEM, , , , ,US/Pacific,Whatcom,WA,UNITED STATES,Newhalem,NWS,PROJECT,Dam,WA00168.Flow-Out.Ave.1Hour.1Hour.SCL-RAW,GOD.Flow-Out.Ave.1Hour.1Hour.SCL-RAW,0,SCL-RAW,0 -232,NWDP,OR00616,Flow-Out,45.93563,-119.2977,Ave,MCN,McNary Lock and Dam,McNary Dam and Lake Wallula,McNary_Dam,WGS84,FALSE,NATIVE,US/Pacific,Umatilla,OR,UNITED STATES, ,NWDP,PROJECT,Dam,OR00616.Flow-Out.Ave.~1Day.1Day.CBT-REV,MCN.Flow-Out.Ave.~1Day.1Day.CBT-REV,0,CBT-REV,361 -233,NWDP,ID00287,Flow-Out,46.51537,-116.2962,Ave,DWR,Dworshak Dam,Dworshak_Dam,Dworshak_Dam Datum Correction 1929-1988 (CorpsCon 6) = 3.320 Ft,WGS84,FALSE,NATIVE,US/Pacific,Clearwater,ID,UNITED STATES,Moscow,NWW,PROJECT,Corps Reservoir,ID00287.Flow-Out.Ave.~6Hours.6Hours.CBT-COMPUTED-*,DWR.Flow-Out.Ave.~6Hours.6Hours.CBT-COMPUTED-REV,0,CBT-COMPUTED-REV,1613 -234,NWDP,TLCI,Flow-Canal,43.72028,-111.8272,Inst,13038434,Texas And Liberty Weir,Texas and Liberty Weir,USBR Station ID TLCI,WGS84,FALSE,NATIVE,US/Mountain,Madison,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,TLCI.Flow-Canal.Inst.0.0.USBR-RAW,13038434.Flow-Canal.Inst.0.0.USBR-RAW,0,USBR-RAW,4895 -235,NWDP,WA00169,Flow-Loc,48.73278,-121.0672,Ave,ROS,Ross Reservoir nr Newhalem,ROSS RESERVOIR NEAR NEWHALEM, , , , ,US/Pacific,Whatcom,WA,UNITED STATES,Newhalem,NWS,PROJECT,Dam,WA00169.Flow-Loc.Ave.1Hour.1Hour.SCL-RAW,ROS.Flow-Loc.Ave.1Hour.1Hour.SCL-RAW,0,SCL-RAW,0 -236,NWDP,WA00300,Flow-Out,47.1422,-121.9313,Inst,MMD,Mud Mountain Dam nr Buckley WA,MUD MOUNTAIN DAM NR BUCKLEY WA, , , , ,US/Pacific,King,WA,UNITED STATES,Buckley,NWS,PROJECT,Corps Reservoir,WA00300.Flow-Out.Inst.1Hour.0.NWSRADIO-COMPUTED-R*,MMD.Flow-Out.Inst.1Hour.0.NWSRADIO-COMPUTED-RAW,0,NWSRADIO-COMPUTED-RAW,0 -237,NWDP,ARK,Flow-Out,43.59529,-115.9225,Ave,347D061C,Arrowrock Dam,ARROWROCK DAM AND RESERVOIR NEAR BOISE 14E,Datum Correction 1929-1988 (CorpsCon 6) = 3.406 Ft,WGS84,FALSE,NATIVE,US/Mountain,Boise,ID,UNITED STATES,Boise,NWW,PROJECT,Bureau of Reclamation Dam,ARK.Flow-Out.Ave.~6Hours.6Hours.USBR-COMPUTED-REV,347D061C.Flow-Out.Ave.~6Hours.6Hours.USBR-COMPUTED-REV,0,USBR-COMPUTED-REV,3220 -238,NWDP,DIA,Flow-Out,48.71556,-121.1506,Ave, ,Diablo Reservoir nr Newhalem 6NE,DIABLO RESERVOIR NEAR NEWHALEM 6NE, , , , ,US/Pacific,Whatcom,WA, , ,NWS,SITE,Dam,DIA.Flow-Out.Ave.~1Day.1Day.CBT-REV, ,0,CBT-REV,0 -239,NWDP,SQWI,Flow,43.96667,-116.3314,Inst,3483268C,Squaw Cr near Sweet 1S,Squaw Creek near Sweet 1S,USGS #13297355,WGS84,FALSE,NATIVE,US/Mountain,Gem,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,SQWI.Flow.Inst.0.0.USBR-RAW,3483268C.Flow.Inst.0.0.USBR-RAW,0,USBR-RAW,5710 -240,NWDP,WA00173,Flow-Out,48.64929,-121.6907,Inst,12191600,Baker Lk @ Upr Baker Dm nr Conct,BAKER LAKE AT UPPER BAKER DAM NEAR CONCRETE, ,NAD83, , ,US/Pacific,Whatcom,WA,UNITED STATES,Concrete,NWS,PROJECT,Dam,WA00173.Flow-Out.Inst.1Hour.0.PSE-RAW,12191600.Flow-Out.Inst.1Hour.0.PSE-RAW,0,PSE-RAW,0 -241,NWDP,WA00085,Flow-Out,46.87472,-119.9714,Ave,WAN,Wanapum Dam,Wanapum Dam, , , , ,US/Pacific,Kittitas,WA, , ,NWDP,PROJECT,Dam,WA00085.Flow-Out.Ave.1Hour.1Hour.CBT-REV,WAN.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -242,NWDP,WA00086,Flow-Out,47.53371,-120.296,Ave,RRH,Rocky Reach Dam,Rocky Reach Dam, ,NAD83, , ,US/Pacific,Chelan,WA, , ,NWDP,PROJECT,Dam,WA00086.Flow-Out.Ave.1Hour.1Hour.CBT-REV,RRH.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -243,NWDP,WA00009,Flow-Out,48.98722,-117.3475,Ave,BDY,Boundary Dam,Boundary Dam, , , , ,US/Pacific,Pend Oreille,WA,UNITED STATES,Spokane,NWS,PROJECT,Dam,WA00009.Flow-Out.Ave.~1Day.1Day.CBT-REV,BDY.Flow-Out.Ave.~1Day.1Day.CBT-REV,0,CBT-REV,0 -244,NWDP,14128860,Flow-Out,45.64583,-121.9389,Ave,BON,Bonneville Lock and Dam,Bonneville Dam and Lake On Columbia River, ,WGS84, , ,US/Pacific,Multnomah,OR,UNITED STATES, ,NWDP,PROJECT,Dam,14128860.Flow-Out.Ave.1Hour.1Hour.CBT-REV,BON.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -245,NWDP,WA00098,Flow-Out,47.94722,-119.8651,Ave,WEL,Wells Dam,Wells Dam, ,NAD83, , ,US/Central,Douglas,WA, , ,NWDP,PROJECT,Dam,WA00098.Flow-Out.Ave.1Hour.1Hour.CBT-REV,WEL.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -246,NWDP,WA00088,Flow-Out,46.64442,-119.9099,Ave,PRD,Priest Rapids Dam,Priest Rapids Dam, , , , ,US/Pacific,Grant,WA, , ,NWDP,PROJECT,Dam,WA00088.Flow-Out.Ave.1Hour.1Hour.CBT-REV,PRD.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -247,NWDP,14048006,Flow-Out,45.71485,-120.6937,Ave,JDA,John Day Lock and Dam,John Day Dam and Lake Umatilla, ,WGS84, , ,US/Pacific,Sherman,OR,UNITED STATES, ,NWDP,PROJECT,Dam,14048006.Flow-Out.Ave.1Hour.1Hour.CBT-REV,JDA.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -248,NWDP,WA00299,Flow-Out,47.99511,-119.6411,Ave,12437990,Chief Joseph Dam,Chief Joseph Dam, ,NAD83, , ,US/Pacific,Douglas,WA,UNITED STATES, ,NWDP,PROJECT,Dam,WA00299.Flow-Out.Ave.1Hour.1Hour.CBT-REV,12437990.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -249,NWDP,GCL,Flow-Out,47.95667,-118.9805,Ave, ,Grand Coulee Dam,Grand Coulee Dam 1 Southwest, , ,FALSE,NATIVE,US/Pacific,Okanogan,WA, , ,NWDP,PROJECT,Dam,GCL.Flow-Out.Ave.1Hour.1Hour.CBT-REV, ,0,CBT-REV,1929 -250,NWDP,WA00084,Flow-Out,47.33984,-120.0945,Ave,RIS,Rock Island Dam,Rock Island Dam, ,NAD83, , ,US/Pacific,Chelan,WA, , ,NWDP,PROJECT,Dam,WA00084.Flow-Out.Ave.1Hour.1Hour.CBT-REV,RIS.Flow-Out.Ave.1Hour.1Hour.CBT-REV,0,CBT-REV,0 -251,NWDP,CSCI,Flow,44.52461,-116.0397,Ave, ,North Fork Payette R @ Cascade,NORTH FORK PAYETTE RIVER AT CASCADE,USGS #13245000,WGS84,FALSE,NATIVE,US/Mountain,Valley,ID,UNITED STATES, ,NWW,SITE,Stream Gauge,CSCI.Flow.Ave.~1Day.1Day.USBR-COMPUTED-REV, ,0,USBR-COMPUTED-REV,4720 -252,NWDP,THFO,Flow,45,-117.7833,Inst, ,Powder R Blw Thief Vly Res,Powder River Below Thief Valley Reservoir Near North Powder,USGS #13285500,WGS84,FALSE,NATIVE,US/Pacific,Union,OR,UNITED STATES, ,NWW,SITE,Stream Gauge,THFO.Flow.Inst.15Minutes.0.OWRD-RAW, ,0,OWRD-RAW,3080 -253,NWDP,REVB,Flow-Out,51.05,-118.19,Ave, ,Revelstoke Dam,Revelstoke Dam, , ,FALSE,NATIVE,Unknown or Not Applicable,Unknown County or County N/A,0, , ,NWDP,SITE,Dam,REVB.Flow-Out.Ave.1Hour.1Hour.BCHYDRO-RAW, ,0,BCHYDRO-RAW,1660 diff --git a/Streamflow_Scripts/usgs_download/analysis/EmptyDirOrFileException.py b/Streamflow_Scripts/usgs_download/analysis/EmptyDirOrFileException.py deleted file mode 100755 index dbc5ea22..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/EmptyDirOrFileException.py +++ /dev/null @@ -1,11 +0,0 @@ -class EmptyDirOrFileException( Exception ): - """Exception raised for empty input files or directories. - Attributes: - expression -- input expression in which the error occurred - message -- explanation of the error - """ - pass - -# def __init__(self, message): -# self.expression = expression -# self.message = message diff --git a/Streamflow_Scripts/usgs_download/analysis/Observation.py b/Streamflow_Scripts/usgs_download/analysis/Observation.py deleted file mode 100755 index 20399714..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/Observation.py +++ /dev/null @@ -1,276 +0,0 @@ -############################################################################### -# Module name: Observation -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: 5/24/2019 # -# # -# Last modification date: -# # -# Description: Abstract the observed real-time stream flow -# # -############################################################################### - -import os, logging -from string import * -from datetime import datetime, timedelta -import dateutil.parser -import pytz -#import iso8601 -#import Tracer -from abc import ABCMeta, abstractmethod, abstractproperty -from TimeSlice import TimeSlice - - -class Observation: - """ - Abstract real-time flow time series. - """ - __metaclass__ = ABCMeta - -# @abstractproperty -# def source(self): -# pass -# -# @abstractproperty -# def stationID(self): -# pass -# -# @abstractproperty -# def stationName(self): -# pass -# -# @abstractproperty -# def obvPeriod(self): -# pass -# -# @abstractproperty -# def unit(self): -# pass -# -# @abstractproperty -# def timeValueQuality(self): -# pass - - @property - def source(self): - return self._source - - @source.setter - def source(self, s): - self._source = s - - @property - def stationID(self): - return self._stationID - - @stationID.setter - def stationID(self, s): - self._stationID = s - - @property - def stationName(self): - return self._stationName - - @stationName.setter - def stationName(self, s): - self._stationName = s - - @property - def obvPeriod(self): - return self._obvPeriod - - @obvPeriod.setter - def obvPeriod(self, p): - self._obvPeriod = p - - @property - def unit(self): - return self._unit - - @unit.setter - def unit(self, u): - self._unit = u - - @property - def timeValueQuality(self): - return self._timeValueQuality - - @timeValueQuality.setter - def timeValueQuality(self, tvq): - self._timeValueQuality = tvq - - @abstractmethod - def __init__(self, filename ): - pass - - - def getTimeValueAt(self, at_time, resolution = timedelta() ): - """ - Get the closest time-value pair for a given time - - Input: at_time - the given time - resolution - the tolerance time period around the - given time - - Return: Tuple of a time-value pair - """ - - closestTimes = [] - distances = [] - if at_time in self.timeValueQuality: - return ( at_time, self.timeValueQuality.get( at_time ) ) -# for k in sorted( self.timeValueQuality ): - for k in self.timeValueQuality: - if ( abs( k - at_time ) <= resolution / 2 ): - closestTimes.append( k ) - distances.append( abs( k - at_time ) ) - if not closestTimes: - return None - else: - closest = [ x for y, x in \ - sorted( zip( distances, closestTimes ) ) ][ 0 ] - - return ( closest, self.timeValueQuality.get( closest ) ) - - -class All_Observations: - "Store all obvserved data" - def __init__(self, obvs ): - """ - Initialize the All_Objections object for a given - Observation - - Input: list of Observation object - """ - self.logger = logging.getLogger(__name__) - self.observations = obvs - - if not self.observations: - raise RuntimeError( "FATAL ERROR: has no data") - - self.index = -1 - - self.timePeriod = self.observations[0].obvPeriod - for obv in self.observations: - if self.timePeriod[0] > obv.obvPeriod[ 0 ]: - self.timePeriod = ( obv.obvPeriod[ 0 ], \ - self.timePeriod[ 1 ]) - - if self.timePeriod[1] < obv.obvPeriod[ 1 ]: - self.timePeriod = ( self.timePeriod[ 0 ], \ - obv.obvPeriod[ 1 ] ) - - def __iter__(self ): - """ - The iterator - """ - return self - - def __next__( self ): - """ - The next Observation object - """ - if self.index == len( self.observations ) - 1: - self.index = -1 - raise StopIteration - self.index = self.index + 1 - return self.observations[ self.index ] - - def timePeriodForAll( self ): - """ - Get the earlist and latest time for all observations - - Return: Tuple of start time and end time - """ - return self.timePeriod - - def makeTimeSlice( self, timestamp, timeresolution ): - """ - Create one time slice for a given time and resolution - - Input: timestamp - the given time - timeresolution - the resolution - - Return: A time slice object - """ - station_time_value_list = [] - for obv in self: - closestObv = obv.getTimeValueAt( timestamp, timeresolution ) - if closestObv: - station_time_value_list.append( \ - ( obv.stationID, closestObv[ 0 ], \ - # value quality - closestObv[ 1 ][ 0 ], closestObv[ 1 ][ 1 ] ) ) - -# Tracer.theTracer.run( 'timeSlice = TimeSlice( timestamp, timeresolution, station_time_value_list )' ) - timeSlice = TimeSlice( timestamp, \ - timeresolution, \ - station_time_value_list ) - return timeSlice - - def makeAllTimeSlices( self, timeresolution, outdir, suffix='usgsTimeSlice.ncdf' ): - """ - Create the time slice NetCDF files for all USGS observations - - Input: timeresolution - resolution - outdir - the output directory - - Return: Total number of time slice files created - """ - - # the time resultions must divide 60 minutes with on remainder - if 3600 % timeresolution.seconds != 0: - raise RuntimeError( "FATAL Error: Time slice resolution must " - "divide 60 minutes with no remainder." ) - - startTime = datetime( self.timePeriod[ 0 ].year, - self.timePeriod[ 0 ].month, - self.timePeriod[ 0 ].day, - self.timePeriod[ 0 ].hour ) - - while startTime < self.timePeriod[ 0 ]: - startTime += timeresolution - - if startTime > self.timePeriod[ 1 ]: - raise RuntimeError( \ - "FATAL Error: observation time period wrong! " ) - - count = 0 - while startTime <= self.timePeriod[ 1 ]: - self.logger.info( "making time slice for " + \ - startTime.isoformat() ) -# Tracer.theTracer.run( \ -# 'oneSlice = makeTimeSlice( startTime, timeresolution )' ) - - oneSlice = self.makeTimeSlice( startTime, timeresolution ) - self.logger.info( "Time slice: " + \ - outdir + '/' +oneSlice.getSliceNCFileName( suffix ) ) - if ( not oneSlice.isEmpty() ): - updatedOrNew = True - slicefilename = outdir + '/' +oneSlice.getSliceNCFileName( suffix ) - if os.path.isfile( slicefilename ): -# Tracer.theTracer.run( \ -# 'oldslice = TimeSlice.fromNetCDF( slicefilename )' ) - oldslice = TimeSlice.fromNetCDF( slicefilename ) - updatedOrNew = oneSlice.mergeOld( oldslice ) - - if updatedOrNew: - oneSlice.toNetCDF( outdir, suffix ) - self.logger.info( oneSlice.getSliceNCFileName( suffix ) + \ - " updated!" ) - else: - self.logger.info( oneSlice.getSliceNCFileName( suffix ) + \ - " not updated!" ) -# oneSlice.print_station_time_value() - count = count + 1 - - startTime += timeresolution - -# for eachSlice in allTimeSlices: -# print "-----------------------------" -# eachSlice.print_station_time_value() -# print eachSlice.getSliceNCFileName() -# -# return allTimeSlices - return count diff --git a/Streamflow_Scripts/usgs_download/analysis/TimeSlice.py b/Streamflow_Scripts/usgs_download/analysis/TimeSlice.py deleted file mode 100755 index 29174417..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/TimeSlice.py +++ /dev/null @@ -1,363 +0,0 @@ -############################################################################### -# Module name: TimeSlice # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: manage a time slice file that contains real-time stream # -# flow data for all USGS stations for a given time stamp # -# # -############################################################################### -import os, sys, time, math -from string import * -from datetime import datetime, timedelta -import calendar -#import xml.utils.iso8601 -#from netCDF4 import Dataset -import netCDF4 -import numpy as np - -# -# Check if two variables are considered equal. -# -# Input: a - one of the two variables to be compared -# b - one of the two variables to be compared -# rel_tol - relative tolerance -# abs_tol - absolute tolerance -# -# Return: boolean -# -def isclose(a, b, rel_tol=1e-09, abs_tol=0.0): - ''' - Python 2 implementation of Python 3.5 math.isclose() - https://hg.python.org/cpython/file/tip/Modules/mathmodule.c#l1993 - ''' - # sanity check on the inputs - if rel_tol < 0 or abs_tol < 0: - raise ValueError("tolerances must be non-negative") - - # short circuit exact equality -- needed to catch two infinities of - # the same sign. And perhaps speeds things up a bit sometimes. - if a == b: - return True - - # This catches the case of two infinities of opposite sign, or - # one infinity and one finite number. Two infinities of opposite - # sign would otherwise have an infinite relative tolerance. - # Two infinities of the same sign are caught by the equality check - # above. - if math.isinf(a) or math.isinf(b): - return False - - # now do the regular computation - # this is essentially the "weak" test from the Boost library - diff = math.fabs(b - a) - result = (((diff <= math.fabs(rel_tol * b)) or - (diff <= math.fabs(rel_tol * a))) or - (diff <= abs_tol)) - return result - -# -# Compare two Python dictionary objects -# -# Input: d1 - one of the two dictionary object to be compared -# d2 - one of the two dictionary object to be compared -# -# Return: Tuple of added element set, removed element set, modified element -# set and the same element set, -# -def dict_compare(d1, d2): - d1_keys = set(d1.keys()) - d2_keys = set(d2.keys()) - intersect_keys = d1_keys.intersection(d2_keys) - added = d1_keys - d2_keys - removed = d2_keys - d1_keys - modified = dict() - for o in intersect_keys: - if d1[o][0] != d2[o][0] or \ - not isclose( d1[o][1], d2[o][1],abs_tol=0.01 ) \ - or not isclose( d1[o][2], d2[o][2]): - modified[o] = (d1[o], d2[o] ) - same = set(o for o in intersect_keys if d1[o] == d2[o]) - return added, removed, modified, same - -class TimeSlice: - """ - Description: Store one time slice data - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: Aug. 26, 2015 - Date modified: Oct. 20, 2015, Fixed bugs in mergeOld. - """ - - stationIdStrLen = 15 - stationIdLong_name = "USGS station identifer of length 15" - timeStrLen = 19 - timeUnit = "UTC" - timeLong_name = "YYYY-MM-DD_HH:mm:ss UTC" - dischargeUnit = "m^3/s" - dischargeLong_name = "Discharge.cubic_meters_per_second" - dischargeQualityUnit = "-" - dischargeQualaityLong_name = \ - "Discharge quality 0 to 100 to be scaled by 100." - - def __init__(self, time_stamp, resolution, station_time_value ): - """ - Initialize a TimeSlice object - Input: time_stamp - a time stamp - resolution - time resolution of the time slices - station_time_value - Tuple of (station, time, flow, - quality) - """ - self.centralTimeStamp = time_stamp - self.sliceTimeResolution = resolution - self.obvStationTimeValue = station_time_value - - def isEmpty( self ): - """ - Test if the time slice is empty - Return: boolean - """ - return not self.obvStationTimeValue - - def print_station_time_value( self ): - """ - Print the time slice data - """ - for e in self.obvStationTimeValue: - print( "Slice: central time: ", \ - self.centralTimeStamp.isoformat(), \ - e[ 0 ], e[ 1 ].isoformat(), e[ 2 ] ) - - def getStationIDs( self ): - """ - Get all station ids of the time slices - Return: list of station ids - """ - stationL = [] - for e in self.obvStationTimeValue: - stationL.append( list( e[ 0 ] ) ) - #stationL.append( e[ 0 ][5:] ) - for s in stationL: - if len(s) < self.stationIdStrLen: - for i in range( len(s), self.stationIdStrLen ): - s.insert(0, ' ' ) - elif len(s) > self.stationIdStrLen: - s = s[0:self.stationIdStrLen - 1] - - return stationL - - def getDischargeValues( self ): - """ - Get all stream flow values of the time slice - Return: list of flow values - """ - values = [] - for e in self.obvStationTimeValue: - values.append( e[ 2 ] ) - return values - - def getDischargeTimes( self ): - """ - Get all observation times of the time slice - Return: list of observation times - """ - obvtimes = [] - for e in self.obvStationTimeValue: - obvtimes.append( \ - list( e[ 1 ].strftime( "%Y-%m-%d_%H:%M:00" ) ) ) - return obvtimes - - def getQueryTimes( self ): - """ - Get all query times of the time slice - Return: list of query times - """ - qtimes = [] - for e in self.obvStationTimeValue: - # print 'getQueryTime: ', e[ 1 ].isoformat() - # print 'getQueryTime: ', e[ 1 ].utctimetuple() - # print 'getQueryTime: ', time.mktime( e[ 1 ].utctimetuple() ) - #qtimes.append( time.mktime( e[ 1 ].utctimetuple() ) ) - qtimes.append( calendar.timegm( e[ 1 ].utctimetuple() ) ) - return qtimes - - def getSliceNCFileName( self, suffix='usgsTimeSlice.ncdf' ): - """ - Get NetCDF file for this time slice - Return: A NetCDF filename - """ - filename = \ - self.centralTimeStamp.strftime( "%Y-%m-%d_%H:%M:00." ) + \ - str( int( self.sliceTimeResolution.days * 24 * 60 + \ - self.sliceTimeResolution.seconds // 60 ) ).zfill(2) + \ - "min." + suffix - return filename - - def getDischargeQuality( self ): - """ - Get discharge quality for this time slice - Return: A list of discharge quality - """ - dq = [] - for e in self.obvStationTimeValue: - dq.append( e[ 3 ] ) - return dq - - def toNetCDF( self, outputdir = './', suffix='usgsTimeSlice.ncdf' ): - """ - Write the time slice to a NetCDF file - Input: outputdir - the directory where to write the NetCDF - """ - - nc_fid = netCDF4.Dataset( \ - outputdir + '/' + self.getSliceNCFileName( suffix ), \ - 'w', format='NETCDF4' ) - nc_fid.createDimension( 'stationIdStrLen', self.stationIdStrLen ) - nc_fid.createDimension( 'stationIdInd', None ) - nc_fid.createDimension( 'timeStrLen', self.timeStrLen ) - stationId = nc_fid.createVariable( 'stationId', 'S1',\ - ('stationIdInd', 'stationIdStrLen') ) - stationId.setncatts( {'long_name' : \ - self.stationIdLong_name, \ - 'units' : '-'} ) - - time = nc_fid.createVariable( 'time', 'S1',\ - ('stationIdInd', 'timeStrLen' ) ) - time.setncatts( {'long_name' : self.timeLong_name, \ - 'units' : self.timeUnit} ) - - discharge = nc_fid.createVariable( 'discharge', 'f4',\ - ('stationIdInd', ) ) - discharge.setncatts( {'long_name' : \ - self.dischargeLong_name, \ - 'units' : self.dischargeUnit} ) - discharge_quality = \ - nc_fid.createVariable( 'discharge_quality', 'i2',\ - ('stationIdInd', ) ) - discharge_quality.setncatts( {'long_name' : \ - self.dischargeQualaityLong_name, \ - 'units' : self.dischargeQualityUnit, \ - 'multfactor' : '0.01' } ) - queryTime = nc_fid.createVariable( 'queryTime', 'i4',\ - ('stationIdInd', ) ) - - queryTime.setncatts( { 'units' : \ - 'seconds since 1970-01-01 00:00:00 local TZ' \ - } ) - - nc_fid.setncatts( { 'fileUpdateTimeUTC': \ - datetime.utcnow().strftime( "%Y-%m-%d_%H:%M:00" ), \ - 'sliceCenterTimeUTC' : \ - self.centralTimeStamp.strftime( "%Y-%m-%d_%H:%M:00" ),\ - 'sliceTimeResolutionMinutes' : \ - str( int( self.sliceTimeResolution.days * 24 * 60 + \ - self.sliceTimeResolution.seconds // 60 ) ).zfill(2) } ) - - #print 'discharge: ', self.getDischargeValues() - discharge[ : ] = self.getDischargeValues() - queryTime[ : ] = self.getQueryTimes() - - #stationId[ : ] = netCDF4.stringtochar( \ - # np.array( stations ) ) - stations = self.getStationIDs() - stationId[ : ] = stations - # time[ : ] = \ - # [ list( self.centralTimeStamp.strftime( "%Y-%m-%d_%H:%M:00" ) ) \ - # for i in range( len( stations ) ) ] - - time[ : ] = self.getDischargeTimes() - discharge_quality[:] = self.getDischargeQuality() - - nc_fid.close() - - @classmethod - def fromNetCDF( self, ncfilename ): - """ - Read the time slice from a NetCDF file - Input: ncfilename - the NetCDF filename - """ - nc_fid = netCDF4.Dataset( ncfilename, 'r' ) - timestamp = datetime.strptime( \ - nc_fid.getncattr( 'sliceCenterTimeUTC' ), \ - "%Y-%m-%d_%H:%M:00" ) - #print timestamp.isoformat() - - time_resol = timedelta( minutes = \ - int( nc_fid.getncattr( 'sliceTimeResolutionMinutes' ) ) ) - - stations = netCDF4.chartostring( \ - nc_fid.variables[ 'stationId'][ : ] ) - - discharge = nc_fid.variables[ 'discharge'][ : ] - - queryTime = nc_fid.variables[ 'queryTime'][ : ] - - quality = nc_fid.variables[ 'discharge_quality'][ : ] - -# for s, d, q in zip( stations, discharge, queryTime ): -# print 'USGS.' + s.rstrip(), d, \ -# datetime.utcfromtimestamp( q ).isoformat(), \ -# datetime.utcfromtimestamp( q ).tzname(), \ -# q - - -# self.centralTimeStamp = timestamp -# self.sliceTimeResolution = time_resol -# self.obvStationTimeValue = [] - stationTimeValue = [] - for s, d, q, qual in zip( stations, discharge, queryTime, quality ): - stationTimeValue.append( \ - ( s.strip(), \ - datetime.utcfromtimestamp( q ), d, qual ) ) - - nc_fid.close() - - return self( timestamp, time_resol, stationTimeValue ) - - def mergeOld( self, oldTimeSlice ): - """ - Merge data in an existing NetCDF time slice file with this one - Input: oldTimeSlice - the NetCDF filename of the existing time - slice - """ - - if self.centralTimeStamp != oldTimeSlice.centralTimeStamp or \ - self.sliceTimeResolution != oldTimeSlice.sliceTimeResolution: - raise RuntimeError( "FATAL ERROR: the two time slices "\ - " differ, not merging ..." ) - else: - - site_time_value = dict() - for e in self.obvStationTimeValue: - #print "New : ", e - site_time_value[ e[ 0 ] ] = ( e[1], e[2], e[3] ) - old_site_time_value = dict() - - for e in oldTimeSlice.obvStationTimeValue: - #print "Old : ", e - old_site_time_value[ e[ 0 ] ] = ( e[1], e[2], e[3] ) - - added, removed, modified, same = dict_compare( \ - site_time_value, old_site_time_value ) - - #if not added and not removed and not modified \ - # and len(same) == len( self.obvStationTimeValue ): - if not added and not modified : - return False - - old_site_time_value.update( site_time_value ) - - self.obvStationTimeValue = [] - - for site in old_site_time_value: - self.obvStationTimeValue.append( ( site, \ - old_site_time_value[ site ][ 0 ], \ - old_site_time_value[ site ][ 1 ], \ - old_site_time_value[ site ][ 2 ] ) ) - - return True - #print "TimeSlice: merged old time slice!" - #print self.obvStationTimeValue diff --git a/Streamflow_Scripts/usgs_download/analysis/Tracer.py b/Streamflow_Scripts/usgs_download/analysis/Tracer.py deleted file mode 100755 index 75d8e735..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/Tracer.py +++ /dev/null @@ -1,19 +0,0 @@ -############################################################################### -# Module name: Tracer -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: Create a Python Tracer object for debugging purpose # -# # -############################################################################### - -import sys, trace - -def init(): - global theTracer - theTracer = \ - trace.Trace( ignoredirs=sys.path[1:], trace=True, count=False ) diff --git a/Streamflow_Scripts/usgs_download/analysis/USGS_Observation.py b/Streamflow_Scripts/usgs_download/analysis/USGS_Observation.py deleted file mode 100755 index 5eb87f97..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/USGS_Observation.py +++ /dev/null @@ -1,526 +0,0 @@ -#!/usr/bin/env python -############################################################################### -# Module name: USGS_Observation # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 12/20/2017 # -# # -# Description: manage data in a USGS WaterXML 2.0 file # -# # -# 06/11/2024 ChamP - Added loadJSON() function to decode the USGS Json file # -# # -############################################################################### - -import os, sys, time, csv -import logging -from string import * -from datetime import datetime, timedelta -import dateutil.parser -import pytz -#import iso8601 -import xml.etree.ElementTree as etree -import json -from TimeSlice import TimeSlice -#import Tracer -from Observation import Observation - - -class USGS_Observation(Observation): - """ - Store one USGS WaterML2.0 data - """ - def __init__(self, waterml2orcsvfilename ): - """ - Initialize the USGS_Observation object with a given - filename - """ - self.source = waterml2orcsvfilename - if waterml2orcsvfilename.endswith( '.json' ): - self.loadJSON( waterml2orcsvfilename ) - elif waterml2orcsvfilename.endswith( '.xml' ): - self.loadWaterML2( waterml2orcsvfilename ) - elif waterml2orcsvfilename.endswith( '.csv' ): - self.loadCSV( waterml2orcsvfilename ) - else: - raise RuntimeError( "FATAL ERROR: Unknow file type: " + \ - waterml2orcsvfilename ) - - def loadJSON(self, jsonfilename ): - """ - Read real-time stream flow data from a given Json file - by parsing the JSON file - - Input: jsonfilename - the Json filename - """ - - try: - json_file = open(jsonfilename) - - # Reads .json file to Python dictionary - json_data = json.load(json_file) - - # gets data information on the USGS time series available - timeseries = json_data['value']['timeSeries'][0] - - self._stationName = timeseries['sourceInfo']['siteName'] - self._stationID = timeseries['sourceInfo']['siteCode'][0]['value'] - self._unit = timeseries['variable']['unit']['unitCode'] - - if self._unit == 'ft3/s': - unitConvertToM3perSec = 0.028317 - elif self._unit == 'm3/s': - unitConvertToM3perSec = 1.0 - else: - raise RuntimeError( "FATAL ERROR: Unit " + self._unit + \ - " is not known. ") - self._unit = 'm3/s' - - # Get Discharge timeseries values - for tsIndex in range(len(timeseries['values'])): - tsVals = timeseries['values'][tsIndex]['value'] - lengthTS = len(tsVals) - - if lengthTS > 0: - self._timeValueQuality = dict() - - qualifier1 = timeseries['values'][tsIndex]['qualifier'][0]['qualifierCode'] - - beginTime = timeseries['values'][tsIndex]['value'][0]['dateTime'] - endTime = timeseries['values'][tsIndex]['value'][lengthTS-1]['dateTime'] - - self._obvPeriod = dateutil.parser.parse( beginTime )\ - .astimezone(pytz.utc).replace(tzinfo=None), \ - dateutil.parser.parse( endTime )\ - .astimezone(pytz.utc).replace(tzinfo=None) - - for point in range(0, lengthTS): - valuetime = timeseries['values'][tsIndex]['value'][point]['dateTime'] - - if valuetime and not valuetime.isspace(): - value = timeseries['values'][tsIndex]['value'][point]['value'] - - qualifiers = timeseries['values'][tsIndex]['value'][point]['qualifiers'] - - qualifier2 = '' - - if len(qualifiers) > 0: - qualifier1 = timeseries['values'][tsIndex]['value'][point]['qualifiers'][0] - if len(qualifiers) > 1: - qualifier2 = timeseries['values'][tsIndex]['value'][point]['qualifiers'][1] - - if value == '-999999': - self._timeValueQuality[ dateutil.parser.parse( valuetime )\ - .astimezone(pytz.utc).replace(tzinfo=None) ] = \ - ( -999999.0, 0) # 0 is the quality - else: - dataquality = self.calculateDataQuality(\ - float( value ) * unitConvertToM3perSec,\ - qualifier1, qualifier2 ) - #logging.info( "qualifier1=%s qualifier2=%s dataquality=%s",qualifier1,qualifier2,dataquality ) - self._timeValueQuality[ dateutil.parser.parse( valuetime )\ - .astimezone(pytz.utc).replace(tzinfo=None) ] = \ - ( float( value ) * unitConvertToM3perSec, dataquality ) - - - self.obvPeriod = self._obvPeriod - self.stationName = self._stationName - self.stationID = self._stationID - self.unit = self._unit - self.timeValueQuality = self._timeValueQuality - - except Exception as e: - raise RuntimeError( "WARNING: parsing JSON error: " + str( e )\ - + ": " + jsonfilename + " skipping ..." ) - - - - def loadWaterML2(self, waterml2filename ): - """ - Read real-time stream flow data from a given WaterML 2.0 file - by parsing the WaterML 2.0 file - - Input: waterml2filename - the WaterML 2.0 filename - """ - try: - obvwml = etree.parse( waterml2filename ) - root= obvwml.getroot() - identifier = root.find(\ - '{http://www.opengis.net/gml/3.2}identifier') - #remove 'USGS.' from stationID - self._stationID = identifier.text[5:] - - self._stationName = \ - root.find('{http://www.opengis.net/gml/3.2}name').text - self._generationTime = dateutil.parser.parse(\ - root.find('{http://www.opengis.net/waterml/2.0}metadata')\ - .find('{http://www.opengis.net/waterml/2.0}DocumentMetadata')\ - .find('{http://www.opengis.net/waterml/2.0}generationDate')\ - .text ).astimezone(pytz.utc).replace(tzinfo=None) - timePeriod = root.find(\ - '{http://www.opengis.net/waterml/2.0}observationMember')\ - .find('{http://www.opengis.net/om/2.0}OM_Observation')\ - .find( '{http://www.opengis.net/om/2.0}phenomenonTime')\ - .find('{http://www.opengis.net/gml/3.2}TimePeriod') - beginTime = timePeriod.find(\ - '{http://www.opengis.net/gml/3.2}beginPosition').text - endTime = timePeriod.find(\ - '{http://www.opengis.net/gml/3.2}endPosition').text - self._obvPeriod = dateutil.parser.parse( beginTime )\ - .astimezone(pytz.utc).replace(tzinfo=None), \ - dateutil.parser.parse( endTime )\ - .astimezone(pytz.utc).replace(tzinfo=None) - - uom = root.find(\ - '{http://www.opengis.net/waterml/2.0}observationMember')\ - .find('{http://www.opengis.net/om/2.0}OM_Observation')\ - .find('{http://www.opengis.net/om/2.0}result')\ - .find('{http://www.opengis.net/waterml/2.0}MeasurementTimeseries')\ - .find('{http://www.opengis.net/waterml/2.0}defaultPointMetadata')\ - .find('{http://www.opengis.net/waterml/2.0}DefaultTVPMeasurementMetadata')\ - .find('{http://www.opengis.net/waterml/2.0}uom') - - self._unit = uom.get( '{http://www.w3.org/1999/xlink}title') - - if self._unit == 'ft3/s': - unitConvertToM3perSec = 0.028317 - elif self._unit == 'm3/s': - unitConvertToM3perSec = 1.0 - else: - raise RuntimeError( "FATAL ERROR: Unit " + self._unit + \ - " is not known. ") - - self._unit = 'm3/s' - - measurementTS = root.find(\ - '{http://www.opengis.net/waterml/2.0}observationMember')\ - .find('{http://www.opengis.net/om/2.0}OM_Observation')\ - .find('{http://www.opengis.net/om/2.0}result')\ - .find('{http://www.opengis.net/waterml/2.0}MeasurementTimeseries') - - qualifier1 = measurementTS.find( \ - '{http://www.opengis.net/waterml/2.0}defaultPointMetadata')\ - .find( \ - '{http://www.opengis.net/waterml/2.0}DefaultTVPMeasurementMetadata')\ - .find( \ - '{http://www.opengis.net/waterml/2.0}qualifier')\ - .find( \ - '{http://www.opengis.net/swe/2.0}Category')\ - .find( \ - '{http://www.opengis.net/swe/2.0}value').text - - self._timeValueQuality = dict() - - for point in measurementTS.findall(\ - '{http://www.opengis.net/waterml/2.0}point'): - valuetime = point.find(\ - '{http://www.opengis.net/waterml/2.0}MeasurementTVP')\ - .find('{http://www.opengis.net/waterml/2.0}time') - if valuetime is not None: - value = point.find(\ - '{http://www.opengis.net/waterml/2.0}MeasurementTVP')\ - .find('{http://www.opengis.net/waterml/2.0}value') - - pointmetadata = point.find(\ - '{http://www.opengis.net/waterml/2.0}MeasurementTVP')\ - .find('{http://www.opengis.net/waterml/2.0}metadata') - - qualifier2 = '' - if pointmetadata is not None: - measurementMetadataQualifiers = pointmetadata.find(\ - '{http://www.opengis.net/waterml/2.0}TVPMeasurementMetadata')\ - .findall('{http://www.opengis.net/waterml/2.0}qualifier') - - if len( measurementMetadataQualifiers ) > 0: - qualifier1 = measurementMetadataQualifiers[ 0 ].find(\ - '{http://www.opengis.net/swe/2.0}Category')\ - .find( \ - '{http://www.opengis.net/swe/2.0}value').text - - if len( measurementMetadataQualifiers ) > 1: - qualifier2 = measurementMetadataQualifiers[ 1 ].find(\ - '{http://www.opengis.net/swe/2.0}Category')\ - .find( \ - '{http://www.opengis.net/swe/2.0}value').text - - isValueNull = value.get(\ - '{http://www.w3.org/2001/XMLSchema-instance}nil') - - if isValueNull: - if isValueNull == "true": - self._timeValueQuality[ dateutil.parser.parse( valuetime.text )\ - .astimezone(pytz.utc).replace(tzinfo=None)] = \ - ( -999999.0, 0) # 0 is the quality - else: - - dataquality = self.calculateDataQuality(\ - float( value.text ) * unitConvertToM3perSec,\ - qualifier1, qualifier2 ) - - #logging.info( "111: qualifier1=%s qualifier2=%s dataquality=%s",qualifier1,qualifier2,dataquality ) - self._timeValueQuality[ dateutil.parser.parse( valuetime.text )\ - .astimezone(pytz.utc).replace(tzinfo=None)] = \ - ( float( value.text ) * unitConvertToM3perSec,\ - dataquality ) - else: - - dataquality = self.calculateDataQuality(\ - float( value.text ) * unitConvertToM3perSec,\ - qualifier1, qualifier2 ) - #logging.info( "222: qualifier1=%s qualifier2=%s dataquality=%s",qualifier1,qualifier2,dataquality ) - self._timeValueQuality[ dateutil.parser.parse( valuetime.text )\ - .astimezone(pytz.utc).replace(tzinfo=None)] = \ - ( float( value.text ) * unitConvertToM3perSec,\ - dataquality ) - - except Exception as e: - raise RuntimeError( "WARNING: parsing water XML error: " + str( e )\ - + ": " + waterml2filename + " skipping ..." ) - - self.obvPeriod = self._obvPeriod - self.stationName = self._stationName - self.stationID = self._stationID - self.unit = self._unit - self.timeValueQuality = self._timeValueQuality - - def loadCSV(self, csvfilename ): - """ - Read real-time stream flow data from a given CSV file - by parsing the CSV file - - Input: csvfilename - the CSV filename - """ - - self._timeValueQuality = dict() - with open( csvfilename ) as csvfile: - reader = csv.DictReader( csvfile ) - for row in reader: - dischstr = row['X_00060_00011'] - discharge = float( dischstr ) * 0.028317 # cfs to cms - if row['X_00060_00011'] != '-999999' : - - qualifiers = row['X_00060_00011_cd'].split() - qualifier1 = qualifiers[ 0 ] - if len( qualifiers ) > 1 : - qualifier2 = qualifiers[ 1 ] - else: - qualifier2 = '' - - dataquality = self.calculateDataQuality( \ - discharge, qualifier1, qualifier2 ) - self._timeValueQuality[ datetime.strptime( \ - row[ 'dateTime' ] + ' ' + row[ 'tz_cd' ], \ - '%Y-%m-%d %H:%M:%S %Z' ) ] = \ - ( discharge, dataquality ) - else: - self._timeValueQuality[ datetime.strptime( \ - row[ 'dateTime' ] + ' ' + row[ 'tz_cd' ], \ - '%Y-%m-%d %H:%M:%S %Z' ) ] = \ - ( -999999.0, 0 ) - - self._stationID = row[ 'site_no' ] - - timekeys = sorted( self._timeValueQuality.keys() ) - - self._obvPeriod = timekeys[ 0 ], timekeys[ -1 ] - self._stationName = self._stationID - self._generationTime = timekeys[ 0 ] - self._unit = 'm3/s' - - self.obvPeriod=self._obvPeriod - self.stationName=self._stationID - self.stationID=self._stationID - self.unit=self._unit - self.timeValueQuality=self._timeValueQuality - - def calculateDataQuality(self, value, qualifier1, qualifier2 ): - """ - Calculate the real-time data quality for given qualifier codes - found in the WaterML 2.0 files. - - Input: value - the stream flow value - qualifier1 - the first qualifier - qualifier2 - the second qualifier - - Return: Data quality value - """ -# -#%STATUS_CODES = -# ( -# '--' => 'Parameter not determined', -# '***' => 'Temporarily unavailable', -# 'Bkw' => 'Flow affected by backwater', -# 'Dis' => 'Data-collection discontinued', -# 'Dry' => 'Dry', -# 'Eqp' => 'Equipment malfunction', -# 'Fld' => 'Flood damage', -# 'Ice' => 'Ice affected', -# 'Mnt' => 'Maintenance in progress', -# 'Pr' => 'Partial-record site', -# 'Rat' => 'Rating being developed or revised', -# 'Ssn' => 'Parameter monitored seasonally', -# 'ZFl' => 'Zero flow', -# ); -# -#Also "approval" codes applicable to both UV and DV data: -# -#%DATA_AGING_CODES = -# ( -# 'P' => ['0', 'P', 'Provisional data subject to revision.'], -# 'A' => ['0', 'A', 'Approved for publication -- Processing and review -#completed.'], -# ); -# -# -#There are also unit value quality codes the vast majority of which you should never see. The ones in red below "may" be the only one you can expect to see in the public view: -# -#%UV_REMARKS = -# ( -# # -- Threshold flags -# 'H' => ['1', 'H', 'Value exceeds "very high" threshold.'], -# 'h' => ['1', 'h', 'Value exceeds "high" threshold.'], -# 'l' => ['1', 'l', 'Value exceeds "low" threshold.'], -# 'L' => ['1', 'L', 'Value exceeds "very low" threshold.'], -# 'I' => ['1', 'I', 'Value exceeds "very rapid increase" threshold.'], -# 'i' => ['1', 'i', 'Value exceeds "rapid increase" threshold.'], -# 'd' => ['1', 'd', 'Value exceeds "rapid decrease" threshold.'], -# 'D' => ['1', 'D', 'Value exceeds "very rapid decrease" threshold.'], -# 'T' => ['1', 'T', 'Value exceeds "standard difference" threshold.'], -# -# # -- Source Flags -# 'o' => ['1', 'o', 'Value was observed in the field.'], -# 'a' => ['1', 'a', 'Value is from paper tape.'], -# 's' => ['1', 's', 'Value is from a DCP.'], -# '~' => ['1', '~', 'Value is a system interpolated value.'], -# 'g' => ['1', 'g', 'Value recorded by data logger.'], -# 'c' => ['1', 'c', 'Value recorded on strip chart.'], -# 'p' => ['1', 'p', 'Value received by telephone transmission.'], -# 'r' => ['1', 'r', 'Value received by radio transmission.'], -# 'f' => ['1', 'f', 'Value received by machine readable file.'], -# 'z' => ['1', 'z', 'Value received from backup recorder.'], -# -# # -- Processing Status Flags -# '*' => ['1', '*', 'Value was edited by USGS personnel.'], -# -# # -- Other Flags (historical UVs only) -# 'S' => ['1', 'S', 'Value could be a result of a stuck recording instrument.'], -# 'M' => ['1', 'M', 'Redundant satellite value doesnt match original value.'], -# 'Q' => ['1', 'Q', 'Value was a satellite random transmission.'], -# 'V' => ['1', 'V', 'Value was an alert value.'], -# -# # -- UV remarks -# '&' => ['1', '&', 'Value was computed from affected unit values by unspecified reasons.'], -# '<' => ['0', '<', 'Actual value is known to be less than reported value.'], -# '>' => ['0', '>', 'Actual value is known to be greater than reported value.'], -# 'C' => ['1', 'C', 'Value is affected by ice at the measurement site.'], -# 'B' => ['1', 'B', 'Value is affected by backwater at the measurement site.'], -# 'E' => ['0', 'e', 'Value was computed from estimated unit values.'], -# 'e' => ['0', 'e', 'Value has been estimated.'], -# 'F' => ['1', 'F', 'Value was modified due to automated filtering.'], -# 'K' => ['1', 'K', 'Value is affected by instrument calibration drift.'], -# 'R' => ['1', 'R', 'Rating is undefined for this value.'], -# 'X' => ['1', 'X', 'Value is erroneous and will not be used.'], -# ); -# -#Some daily value specific codes: -# -#%DV_REMARKS = -# ( -# '&' => ['1', '&', 'Value was computed from affected unit values by unspecified reasons.'], -# '1' => ['1', '1', 'Daily value is write protected without any remark code to be printed.'], -# '2' => ['1', '2', 'Remark is suppressed and will not print on a publication daily values table.'], -# '<' => ['0', '<', 'Actual value is known to be less than reported value.'], -# '>' => ['0', '>', 'Actual value is known to be greater than reported value.'], -# 'E' => ['0', 'e', 'Value was computed from estimated unit values.'], -# 'e' => ['0', 'e', 'Value has been estimated.'], -# ); -# -#I think we should set the ?e? (estimated) to 50% since we don?t know how the estimation was done, set the ?&? to 25%, and may be the ?*? to 5% since the data could be incomplete. The remainder set to 0 for the time being. That should wrap up this QC at this stage. We can always revisit them in the future as we progress. -# -#I made contact today with the USGS staff on location here and inform them that I will visit them next week for question about the rating curve gages. May be we can visit them together. -# -# -# -#Cheers, -# -# -# -#Oubeid -# -#Let?s stick with a weight of ?0? then for ?***?. I don?t have a lot of confidence on the data appended with that code. -# -# -# -#Cheers, -# -# -# -#Oubeid -# -# -#Date: Wed, 18 Nov 2015 14:41:13 -0700 -#From: James McCreight -#To: Zhengtao Cui - NOAA Affiliate , -# David Gochis , -# Brian Cosgrove - NOAA Federal -#Subject: preprocessing followup -#Parts/Attachments: -# 1 OK 33 lines Text (charset: UTF-8) -# 2 Shown ~28 lines Text (charset: UTF-8) -#---------------------------------------- -# -#Zhengtao-Great to talk to you about the code today. -#Here's the recap of things to do: -# * unit conversion to cms for the csv code -# * set quality to zero instead of raising errors in the quality code -# * use an upper limit for flow: 90,000 cms (see note below). -# * exclude 0 (?) as a valid flow -#Some notes on the last two bullets: -### JLM limit maximum flows to approx twice what I believe is the largest -#gaged flow -### on MS river *2 -### http://nwis.waterdata.usgs.gov/nwis/peak?site_no=07374000&agency_cd=USGS&format=h -#tml [nwis.waterdata.usgs.gov] -### baton rouge 1945: 1,473,000cfs=41,711cms -### multiply it roughly by 2 -#dataDf$quality[which(dataDf$discharge.cms > 0 & dataDf$discharge.cms < -#90000)] <- 100 -# -#As the above shows, I'm really torn about using zero values from NWIS. I'm -#inclined not to until we develop more advanced QC procedures. -# -#Thanks, -# -#James - - quality = 0 - - if value <= 0 or value > 90000 : # see James' email on Nov. 18 above - quality = 0 - else : - if ( qualifier2 and len( qualifier2 ) > 0 ) : - if qualifier1 == 'A' or qualifier1 == 'P' : - if qualifier2 == 'e' : - quality = 50 - elif qualifier2 == '&' : - quality = 25 - elif qualifier2 == '*' : - quality = 5 - elif qualifier2 == 'A' : - quality = 100 - elif qualifier2 == 'P' : - quality = 100 - else: - quality = 0 -# else : -# raise RuntimeError( "ERROR: unknow qualifier: " + \ -# qualifier1 ) - else: - if qualifier1 == 'A' or qualifier1 == 'P' : - quality = 100 -# else: -# raise RuntimeError( "ERROR: unknow qualifier: " + \ -# qualiifer1 ) - return quality diff --git a/Streamflow_Scripts/usgs_download/analysis/bsub_timeslice.bash b/Streamflow_Scripts/usgs_download/analysis/bsub_timeslice.bash deleted file mode 100755 index 9dcc753a..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/bsub_timeslice.bash +++ /dev/null @@ -1,44 +0,0 @@ -#!/bin/bash - -############################################################################### -# File name: bsub_timeslice.bash # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: Make calls to the time slice making program and submit the # -# job to the dev_shared queue # -# # -############################################################################### - -if [ ! -e "$HOME/usgs_download/time_slices" ]; then mkdir -p $HOME/usgs_download/time_slices; fi - -if [ ! -e "$HOME/usgs_download/LOGS" ]; then mkdir -p $HOME/usgs_download/LOGS; fi - -cd $HOME/usgs_download/LOGS - -if [ -e "time_slices.bsub" ]; then rm -f "time_slices.bsub"; fi - -cat > time_slices.bsub << EOF -#!/bin/bash -#BSUB -J time_slice_for_da # Job name -#BSUB -o time_slice_for_da.out # output filename -#BSUB -e time_slice_for_da.err # error filename -#BSUB -L /bin/sh # shell script -#BSUB -q "dev_shared" # queue -#BSUB -W 00:30 # wallclock time - timing require to complete run -#BSUB -P "OHD-T2O" # Project name -#BSUB -R 'span[ptile=10]' -#BSUB -M 2048 where ## is memory in MB - -source $HOME/.bashrc - -find $HOME/usgs_download/time_slices -mtime +5 -exec rm {} \; - -$HOME/usgs_download/analysis/make_time_slice_from_usgs_waterml.py -i $1 -o $HOME/usgs_download/time_slices > $HOME/usgs_download/LOGS/time_slices.log -EOF - -bsub < time_slices.bsub diff --git a/Streamflow_Scripts/usgs_download/analysis/crontab.txt b/Streamflow_Scripts/usgs_download/analysis/crontab.txt deleted file mode 100755 index 9877188c..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/crontab.txt +++ /dev/null @@ -1,97 +0,0 @@ -# DO NOT EDIT THIS FILE - edit the master and reinstall. -# (/tmp/crontab.XXXXrP3mII installed on Wed Jan 20 16:11:58 2016) -# (Cron version V5.0 -- $Id: crontab.c,v 1.12 2004/01/23 18:56:42 vixie Exp $) - -BASH_ENV=/u/Zhengtao.Cui/.bashrc -SHELL=/usr/bin/bash -l -# -#create time slices at every 15 minutes starting at 10 minutes of the hour -# -#10,25,40,55 * * * * /gpfs/hps/nwc/save/Zhengtao.Cui/chps-wrf-hydro/usgs_download/analysis/make_time_slice_from_usgs_waterml.py -i /gpfs/gp1/dcomdev/us007003/usgs_streamflow -o /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices > /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices.log -#10,25,40,55 * * * * /gpfs/hps/nwc/save/Zhengtao.Cui/chps-wrf-hydro/usgs_download/analysis/make_time_slice_from_usgs_waterml.py -i /gpfs/hps/nwc/noscrub/Zhengtao.Cui/usgs_flow -o /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices > /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices.log -#10,25,40,55 * * * * bsub < /gpfs/hps/nwc/save/Zhengtao.Cui/chps-wrf-hydro/usgs_download/analysis/time_slice_job_cray.bsub -10,25,40,55 * * * * $HOME/usgs_download/analysis/bsub_timeslice.bash /gpfs/hps/nwc/noscrub/Zhengtao.Cui/usgs_flow -# -# Forcing engine and wrf-hydro model run -# -30 00 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 00 -30 00 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 00 - -### create short ranging forecast. The forcing engine will wait 40 minutes (maximu) of related NCEP model results. -00 01 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 00 - -## wrapper_qpe_bias.bash update the precipitation so that we can run model analysis first. -45 00 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 00 - -# run model analysis, will assume the forcing data is always available. -00 01 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 00 - -#run Short_Range forecast. wrapper_Short_Range.sh will wait realted forcing engine to finish with 40 minutes maximum -15 01 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 00 - -#GFS data test -#run forcing_engine of GFS first. The script will wait 4 hours (maximum) of GFS model results. -00 05 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_gfs.bash 00 -#run hydro forecast with GFS forcing created above. The script will wait 4 hours (maximum) of GFS forcing data to be created by forcing engine. -10 05 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Medium_Range.sh 00 - -#CFS1 data test -#run forcing_engine of CFS1 first. The script will wait 4 hours (maximum) of CFS model results. -00 08 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_cfs1.bash 00 -#run hydro forecast with CFS1 forcing data. The script will wait 4 hours (maximum) of CFS1 forcing data to be created by forcing engine. -30 09 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Long_Range1.sh 00 - - -30 03 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 03 -30 03 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 03 -00 04 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 03 -45 03 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 03 -00 04 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 03 -15 04 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 03 - -30 06 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 06 -30 06 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 06 -00 07 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 06 -45 06 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 06 -00 07 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 06 -15 07 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 06 - -30 09 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 09 -30 09 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 09 -00 10 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 09 -45 09 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 09 -00 10 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 09 -15 10 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 09 - -30 12 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 12 -30 12 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 12 -00 13 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 12 -45 12 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 12 -00 13 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 12 -15 13 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 12 - -30 15 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 15 -30 15 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 15 -00 16 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 15 -45 15 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 15 -00 16 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 15 -15 16 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 15 - -30 18 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 18 -30 18 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 18 -00 19 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 18 -45 18 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 18 -00 19 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 18 -15 19 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 18 - -30 21 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_only.bash 21 -30 21 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash wrapper_radar_gauge.bash 21 -00 22 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/bsub_queue.bash run_rap_hrr.bash 21 -45 21 * * * $HOME/forcing_engine/HYDRO/REGRID/bin_driver/wrapper_qpe_bias.bash 21 -00 22 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Anal_Assim.sh 21 -15 22 * * * $HOME/model_flow/HYDRO/bin/driver/wrapper_Short_Range.sh 21 - - -# -10 5 * * 1,4 find /gpfs/hps/ptmp/Zhengtao.Cui -print0 | xargs -0 touch - diff --git a/Streamflow_Scripts/usgs_download/analysis/make_time_slice_from_ace_xml.py b/Streamflow_Scripts/usgs_download/analysis/make_time_slice_from_ace_xml.py deleted file mode 100755 index 3ffa10f4..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/make_time_slice_from_ace_xml.py +++ /dev/null @@ -1,144 +0,0 @@ -#! /usr/bin/env python -############################################################################### -# File name: make_time_slice_from_ace_xml.py # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 5/30/2019 # -# # -# Description: The driver to create NetCDF time slice files from Army Crops # -# of Engineers real-time observations # -# # -############################################################################### - -import os, sys, time, urllib, getopt -import logging -from string import * -import xml.etree.ElementTree as etree -from datetime import datetime, timedelta -from USGS_Observation import USGS_Observation -from TimeSlice import TimeSlice -from Observation import Observation, All_Observations -from CWMS_Sites import CWMS_Sites -from ACE_Observation import ACE_Observation -#import Tracer - -""" - The driver to parse downloaded ACE XML observations and - create time slices and write to NetCDF files - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: May 30, 2019 -""" -def main(argv): - """ - function to get input arguments - """ - inputdir = '' - try: - opts, args = getopt.getopt(argv,"hi:o:s:",["idir=", "odir=", "sites="]) - except getopt.GetoptError: - print( 'make_time_slice_from_ace_xml.py -i -o -s ' ) - sys.exit(2) - for opt, arg in opts: - if opt == '-h': - print( \ - 'make_time_slice_from_ace_xml.py -i -o -s ' ) - sys.exit() - elif opt in ('-i', "--idir"): - inputdir = arg - if not os.path.exists( inputdir ): - raise RuntimeError( 'FATAL Error: inputdir ' + \ - inputdir + ' does not exist!' ) - elif opt in ('-o', "--odir" ): - outputdir = arg - if not os.path.exists( outputdir ): - raise RuntimeError( 'FATAL Error: outputdir ' + \ - outputdir + ' does not exist!' ) - elif opt in ('-s', "--sites" ): - sitefile = arg - if not os.path.exists( sitefile ): - raise RuntimeError( 'FATAL Error: sitefile ' + \ - sitefile + ' does not exist!' ) - - return (inputdir, outputdir, sitefile) - -t0 = time.time() - -logging.basicConfig(format=\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s',\ - level=logging.INFO) -logger = logging.getLogger(__name__) -formatter = logging.Formatter(\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s') -#logger.setFormatter(formatter) -logger.info( "System Path: " + str( sys.path ) ) - -if __name__ == "__main__": - try: - odir = main(sys.argv[1:]) - except Exception as e: - logger.error("Failed to get program options.", exc_info=True) - -indir = odir[0] -outdir = odir[1] -sitefile = odir[2] -logger.info( 'Input dir is "' + indir + '"') -logger.info( 'Output dir is "' + outdir + '"') -logger.info( 'Site file is "' + sitefile + '"') - -# -# Load ACE observed XML discharge data -# - -try: - sites=CWMS_Sites( sitefile ) - - obvs = [] - - if not os.path.isdir( indir ): - raise RuntimeError( "FATAL ERROR: " + indir + \ - " is not a directory or does not exist. ") - - for file in os.listdir( indir ): - if file.endswith( ".xml" ): - logger.info( 'Reading ' + indir + '/' + file + ' ... ' ) - try: - obvs.append( ACE_Observation( \ - indir + '/' + file, sites ) ) - except Exception as e: - logger.warn( repr( e ), exc_info=True ) - continue - - if not obvs: - raise RuntimeError( "FATAL ERROR: " + indir + \ - " has no ACE xml files") - - allobvs = All_Observations( obvs ) -except Exception as e: - logger.error("Failed to load ACE XML files.", exc_info=True) - -logger.info( 'Earliest time in ACE XML: ' + \ - allobvs.timePeriodForAll()[0].isoformat() ) -logger.info( 'Latest time in ACE XML: ' + \ - allobvs.timePeriodForAll()[1].isoformat() ) - -# -# Create time slices from loaded observations -# -# Set time resolution to 15 minutes -# and -# Write time slices to NetCDF files -# -try: - timeslices = allobvs.makeAllTimeSlices( timedelta( minutes = 15 ), \ - outdir, 'aceTimeSlice.ncdf' ) -except Exception as e: - logger.error("Failed to make time slices.", exc_info=True) - logger.error("Input dir = " + indir, exc_info=True) - -logger.info( "Total number of timeslices: " + str( timeslices ) ) -logger.info( "Program finished in: " + \ - "{0:.1f}".format( (time.time() - t0) / 60.0 ) + \ - " minutes" ) diff --git a/Streamflow_Scripts/usgs_download/analysis/make_time_slice_from_usgs_waterml.py b/Streamflow_Scripts/usgs_download/analysis/make_time_slice_from_usgs_waterml.py deleted file mode 100755 index 08affb40..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/make_time_slice_from_usgs_waterml.py +++ /dev/null @@ -1,140 +0,0 @@ -#!/usr/bin/env python -############################################################################### -# File name: make_time_slice_from_usgs_waterml.py # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: The driver to create NetCDF time slice files from USGS # -# real-time observations # -# # -# 06/11/2024 ChamP - Use USGS .json file instead of .xml file # -############################################################################### - -import os, sys, time, getopt -import logging -from string import * -import xml.etree.ElementTree as etree -from datetime import datetime, timedelta -from USGS_Observation import USGS_Observation -from TimeSlice import TimeSlice -from Observation import Observation, All_Observations -from EmptyDirOrFileException import EmptyDirOrFileException -#import Tracer - -""" - The driver to parse downloaded waterML Json observations and - create time slices and write to NetCDF files - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: Aug. 26, 2015 -""" -def main(argv): - """ - function to get input arguments - """ - inputdir = '' - try: - opts, args = getopt.getopt(argv,"hi:o:",["idir=", "odir="]) - except getopt.GetoptError: - print('make_time_slice_from_usgs_waterml.py -i -o ') - sys.exit(2) - for opt, arg in opts: - if opt == '-h': - print( \ - 'make_time_slice_from_usgs_waterml.py -i -o ') - sys.exit() - elif opt in ('-i', "--idir"): - inputdir = arg - if not os.path.exists( inputdir ): - raise RuntimeError( 'FATAL ERROR: inputdir ' + \ - inputdir + ' does not exist!' ) - elif opt in ('-o', "--odir" ): - outputdir = arg - if not os.path.exists( outputdir ): - raise RuntimeError( 'FATAL ERROR: outputdir ' + \ - outputdir + ' does not exist!' ) - - return (inputdir, outputdir) - -t0 = time.time() - -logging.basicConfig(format=\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s',\ - level=logging.INFO) -logger = logging.getLogger(__name__) -formatter = logging.Formatter(\ - '%(asctime)s - %(name)s - %(levelname)s - %(message)s') -#logger.setFormatter(formatter) -logger.info( "System Path: " + str( sys.path ) ) - -if __name__ == "__main__": - try: - odir = main(sys.argv[1:]) - except Exception as e: - logger.error("Failed to get program options.", exc_info=True) - -indir = odir[0] -outdir = odir[1] -logger.info( 'Input dir is "' + indir + '"') -logger.info( 'Output dir is "' + outdir + '"') - -# -# Load USGS observed JSON discharge data -# - -try: - usgsobvs = [] - - if not os.path.isdir( indir ): - raise RuntimeError( "FATAL ERROR: " + indir + \ - " is not a directory or does not exist. ") - for file in os.listdir( indir ): - if file.endswith( ".json" ) or file.endswith( ".xml" ) or file.endswith( ".csv" ): - logger.info( 'Reading ' + indir + '/' + file + ' ... ' ) - try: - usgsobvs.append( USGS_Observation( \ - indir + '/' + file ) ) - except Exception as e: - logger.warning( repr( e ), exc_info=True ) - continue - - if not usgsobvs: - raise EmptyDirOrFileException( "Input directory " + indir + \ - " has no USGS json files, or the files are empty, or no discharge values!") - - allobvs = All_Observations( usgsobvs ) - -except EmptyDirOrFileException as e: - logger.warning( str(e), exc_info=True) - sys.exit(0) - -except Exception as e: - logger.error("Failed to load WaterJson files: " + str(e), exc_info=True) - sys.exit(3) - -logger.info( 'Earliest time in WaterJson: ' + \ - allobvs.timePeriodForAll()[0].isoformat() ) -logger.info( 'Latest time in WaterJson:: ' + \ - allobvs.timePeriodForAll()[1].isoformat() ) - -# -# Create time slices from loaded observations -# -# Set time resolution to 15 minutes -# and -# Write time slices to NetCDF files -# -try: - timeslices = allobvs.makeAllTimeSlices( timedelta( minutes = 15 ), outdir ) -except Exception as e: - logger.error("Failed to make time slices: " + str(e), exc_info=True) - logger.error("Input dir = " + indir, exc_info=True) - sys.exit(3) - -logger.info( "Total number of timeslices: " + str( timeslices ) ) -logger.info( "Program finished in: " + \ - "{0:.1f}".format( (time.time() - t0) / 60.0 ) + \ - " minutes" ) diff --git a/Streamflow_Scripts/usgs_download/analysis/nwmcopy.sh b/Streamflow_Scripts/usgs_download/analysis/nwmcopy.sh deleted file mode 100755 index a581bfdb..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/nwmcopy.sh +++ /dev/null @@ -1,129 +0,0 @@ -#!/usr/bin/env bash - -############################################################################### -# Program Name: nwmcopy.sh # -# # -# Author(s)/Contact(s): NWC # -# # -# copy files to and from the $COM and $DBN alert directories # -# # -# Input: directory in $COM # -# # -# Output: files # -# # -# For non-fatal errors output is witten to $DATA/LOGS # -# # -# Origination Jun, 2019 # -# OWP Dec, 2021 Port to WCOSS2 # -# # -############################################################################### -# --------------------------------------------------------------------------- # - -####################################### -# nwm_copy and nwm_postcopy utilize -# multiple cores to speed up file copying -####################################### -function nwm_copy () { - msg="Begin copying file at `date`" - postmsg "${pgmout}" "${msg}" - - dir=$1 - fourcyclesago=$($NDATE -4 ${PDY}${cyc}) - echo "#!/usr/bin/env bash" > $DATA/nwmcopyscript - for file in $COMIN/${dir}/* - do - test -f "$file" || continue - filedatetime=$(basename $file | cut -c1-4 )$(basename $file | cut -c6-7 )$(basename $file | cut -c9-10)$(basename $file | cut -c12-13 ) - # - # Copy only files of the past 4 hours - # - if [ $fourcyclesago -le $filedatetime ]; then - echo "cpfs $file $DATA/$(basename $file) || true" >> $DATA/nwmcopyscript - fi - done - - # - # Previous day - # - if [ ${cyc} -le 4 ]; then - for file in $COMINm1/${dir}/* - do - test -f "$file" || continue - filedatetime=$(basename $file | cut -c1-4 )$(basename $file | cut -c6-7 )$(basename $file | cut -c9-10)$(basename $file | cut -c12-13 ) - # - # Copy only files of the past 4 hours - # - if [ $fourcyclesago -le $filedatetime ]; then - echo "cpfs $file $DATA/$(basename $file) || true" >> $DATA/nwmcopyscript - fi - done - fi - - chmod 755 $DATA/nwmcopyscript - - #aprun -j1 -n$((NODES*NCORES)) -N${NCORES} cfp $DATA/nwmcopyscript - ${CFPCOMMAND} $DATA/nwmcopyscript - export err=$?; err_chk - - msg="Ending copy file at `date`" - postmsg "$pgmout" "$msg" - -} - -function nwm_postcopy () { - msg="Begin post copying file at `date`" - postmsg "${pgmout}" "${msg}" - - dir=$1 - suffix=$2 - fourcyclesago=$($NDATE -4 ${PDY}${cyc}) - echo "#!/usr/bin/env bash" > $DATA/nwmpostcopyscript - for file in $DATA/*.${suffix} - do - test -f "$file" || continue - filedatetime=$(basename $file | cut -c1-4 )$(basename $file | cut -c6-7 )$(basename $file | cut -c9-10)$(basename $file | cut -c12-13 ) - # - # Copy only files of the past 4 hours - # - if [ $fourcyclesago -le $filedatetime ]; then - # - # NOTE: Here, we assume $COMOUT == $COMIN, otherwise, it doesn't work. - # - #export COMOUT_ROOT=${COMOUT_ROOT:-${COMROOT}/${NET}/${envir}} - export COMOUT_ROOT=${COMOUT_ROOT:-${COMROOT}/${NET}/${nwm_ver}} - Outdir=${COMOUT_ROOT}/${RUN}.$(basename $file | cut -c1-4 )$(basename \ - $file | cut -c6-7 )$(basename $file | cut -c9-10)/${dir} - - if [ ! -e $Outdir ]; then - mkdir -p $Outdir - fi - - copyandalert=true - - # - # if the file exists and was not changed, don't copy and alert - # - if [ -e ${Outdir}/$(basename $file) ]; then - diff ${file} ${Outdir}/$(basename $file) > /dev/null 2>&1 - if [ $? -eq 0 ]; then - copyandalert=false - fi - fi - - if [[ "$copyandalert" == true ]]; then - echo "cpfs ${file} ${Outdir}/$(basename $file); if [ "$SENDDBN" = YES ]; then $DBNROOT/bin/dbn_alert MODEL ${DBN_ALERT_TYPE} $job ${Outdir}/$(basename $file); fi" >> $DATA/nwmpostcopyscript - fi - - fi - done - - chmod 755 $DATA/nwmpostcopyscript - - #aprun -j1 -n$((NODES*NCORES)) -N${NCORES} cfp $DATA/nwmpostcopyscript - ${CFPCOMMAND} $DATA/nwmpostcopyscript - export err=$?; err_chk - - msg="Ending post copy file at `date`" - postmsg "$pgmout" "$msg" - -} diff --git a/Streamflow_Scripts/usgs_download/analysis/runTestUSGSTimeslice.sh b/Streamflow_Scripts/usgs_download/analysis/runTestUSGSTimeslice.sh deleted file mode 100755 index 2d9d28f4..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/runTestUSGSTimeslice.sh +++ /dev/null @@ -1,16 +0,0 @@ -#!/usr/bin/env bash -########################################################## -# Test usgs timeslise using xml or json format data file.# -# ./runTestUSGSTimeslice.sh # -# # -# 06/12/2024 CPham # -########################################################## -cd $(pwd) - -if [[ ! -d test_data/usgs_timeslices$1 ]]; then - mkdir -p test_data/usgs_timeslices$1 -else - rm -f test_data/usgs_timeslices$1/* -fi - -python make_time_slice_from_usgs_waterml.py -i test_data/$1 -o test_data/usgs_timeslices$1 diff --git a/Streamflow_Scripts/usgs_download/analysis/site-file.csv b/Streamflow_Scripts/usgs_download/analysis/site-file.csv deleted file mode 100755 index 125272d1..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/site-file.csv +++ /dev/null @@ -1,324 +0,0 @@ -NIDID,Office,gage,gagedFlowl,NHDWaterbo,lakeLink,RFC,Reviewer,Status,Corrected_,Comments -CO01281,NWDM,CHFI.Flow-Out.Inst.1Hour.0.Best-NWO,188657,188031,188743,MBRFC,KMS, ,0,This is total Outflow -CO01280,NWDM,CHCR.Flow-Out.Inst.1Hour.0.Best-NWO,230705,229217,230705,MBRFC,KMS, ,0,There is a DA gage on the next downstream flowline -CA00265,SPK,SJR TUL-Tulloch-Stanislaus R.Flow-Res Out.Ave.~1Day.1Day.Calc-usbr,349887,347987,349887,CNRFC,SK, ,349887,Moved to lake outlet. Good lake assoc. -OK10313,SWT,HEYB.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,373089,371555,373089,ABRFC,MC, ,0, -OK10316,SWT,CANT.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,390140,389804,390140,ABRFC,MC, ,390140,Moved to lake outflow from interior flowline. DA gage two flowlines downstream -OK10311,SWT,TENK.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,402464,402142,402464,ABRFC,LKR, ,0,Tenkiller Lake -OK02504,SWT,THUN.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,482124,481656,482124,ABRFC,MC, ,0,DA gage two flowlines downstream -KY03027,LRL,Buckhorn.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp,487134,486928,487986,OHRFC,GID 2, ,0, -OK10300,SWT,HUGO.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,592836,591880,592836,ABRFC,LKR, ,592836,Hugo Lake; link is inside WB. FlowlineID 592836 is the outlet link. -PCLO2,SWT,PINE.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,617464,617546,617698,ABRFC,LKR, ,0,Pine Creek Lake -OK10307,SWT,BROK.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,630139,630011,630371,ABRFC,MC, ,0, -OK02502,SWT,FCOB.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,683617,681831,683617,ABRFC,MC, ,0,DA gage one flowline downstream -KS00009,NWDM,PERY.Flow-Out.Ave.1Day.1Day.Best-NWK,747785,746373,748101,MBRFC,MC, ,0,co-located with a USGS DA 06890900 -OK10302,SWT,NEWT.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,833544,832544,833542,ABRFC,LKR, ,0,Newt Graham -OK20508,SWT,BIRC.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,846662,846266,846662,ABRFC,MC, ,0, -KY03029,LRH,Dewey-Outflow.Flow.Inst.1Hour.0.OBS,886789,885333,886789,OHRFC,GID 2, ,0, -CO00050,SPA,Trinidad-Trinidad DS.Flow.Inst.~1Hour.0.MRS,938210,936750,938210,ABRFC,LKR, ,938210,move to lake outlet; gaged flowline is directly downstream ; Trinidad Lake -CO00299,SPA,Pueblo.Flow.Inst.~1Hour.0.ResData,952539,950159,952539,ABRFC,LKR, ,952539,move to lake outlet link; current is interior -TX00020,MVK,Jferson_BigC_Bay.Flow.Inst.15Minutes.0.DCP-rev,1011780,1010832,1011780,LMRFC,KMS, ,0,Keeping gage this beacuse high temporal res outflow data (15 minutes vs JFNT2 1 hrs) -KY03028,LRH,Fishtrap-Outflow.Flow.Inst.1Hour.0.OBS,1089105,1086587,1089105,OHRFC,GID 2, ,0,Linked to interior flowline. -VA195001,LRH,NoFkPound-Outflow.Flow.Inst.1Hour.0.OBS,1089209,1086597,1089209,OHRFC,GID 2, ,0, -TX00015,SWF,TBLT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,1111449,1111211,1111447,WGRFC,MC, ,0,DA gage one flowline downstream -TX00021,SWF,TXKT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,1128563,1127701,1128669,LMRFC,KMS, ,0,There is a DA gage two flowlines downstream -TX00011,SWF,JSPT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,1159213,1158647,1159739,WGRFC,MC, ,0, -TX00003,SWF,BNBT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,1269108,1267968,1269108,WGRFC,MC, ,0,DA gage one flowline downstream -TX00007,SWF,LVNT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,1292396,1291638,1292396,WGRFC,KMS, ,0, -TX00699,SWF,BCAT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,1306447,1304859,1306447,WGRFC,MC, ,0, -CO01691,SPK,Paonia.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,1338026,1336910,1338026,CBRFC,SK, ,0,There is a DA gage on the next downstream flowline -TX00001,SWF,BDWT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,1446926,1445978,1447048,WGRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 08063800 -MO12084,NWDM,SMIE.Flow-Out.Ave.1Day.1Day.Best-NWK,2530631,2529647,2530631,MBRFC,KMS, ,0,There is a DA gage 2 flowlines downstream -TX00002,SWF,BLNT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,2572334,2571688,2572334,WGRFC,MC, ,0,DA gage three flowlines downstream -PA00011,NAP,PromptonDS.Flow.Inst.1Hour.0.Rev-DCP,2739772,2739068,2739824,MARFC,MC, ,0,"Removed """"""""DSPRP."""""""" because there are very high negative values (-2147480957). redundant with DSPRP.Flow-Reg.Inst.1Hour.0.DCP-rev" -CA10186,SPK,SAC SHA-Shasta Dam-Sacramento R.Flow-Res Out.Ave.~1Day.1Day.Calc-usbr,2782699,2781987,7966205,CNRFC,SK, ,0, -MT00560,NWDM,HSMT.Flow.Inst.1Hour.0.Best-NWDM,3024846,3022162,3024850,MBRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 06065500 -MT00134,NWDM,HEBN.Flow-Out.Ave.1Day.1Day.Raw-USBR,3059980,3056866,3059980,MBRFC,MC, ,0,DA gage two flowlines downstream -OK02503,SWT,FOSS.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,678897,3140356,3142766,ABRFC,LKR, ,0,"gaged flowline below, link 678895." -CO01675,SPK,Blue Mesa.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,3254269,3252975,3254269,CBRFC,KMS, ,0, -OH00008,LRH,DeerCr-Outflow.Flow.Inst.1Hour.0.OBS,3484055,3483493,3484527,OHRFC,GID 2, ,0, -TX00004,SWF,SMCT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,3589578,3588682,3589578,WGRFC,MC, ,0,DA gage two flowlines downstream -KS00026,NWDM,CLIN.Flow-Out.Ave.1Day.1Day.Best-NWK,24668460,3730511,24668460,MBRFC,MC, ,0,DA gage seven flowlines downstream -AR01200,SWL,Gillham_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,3745746,3745418,3746224,ABRFC,MC, ,0, -AR01202,SWL,Dierks_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,3745814,3745478,3746252,ABRFC,KMS, ,0,Redundant with Dierks_Saline_R. Dierks_Saline_R is not in the list. SK -AR01201,SWL,DeQueen_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,3745840,3745526,3746272,ABRFC,MC, ,0, -PA01939,LRP,LakeLynn-Outflow.Flow.Inst.1Hour.0.OBS,3773975,3773141,3773977,OHRFC,GID 2, ,0, -CA00173,SPK,SJR CMN-Camanche Res-Mokelumne R.Flow-Res Out.Ave.~1Day.1Day.MANUAL,3953573,3950979,3953573,CNRFC,MC, ,0, -WV09901,LRH,EastLynn-Outflow.Flow.Inst.1Hour.0.OBS,3964916,3964366,3964916,OHRFC,GID 2, ,0,Linked to interior flowline. -OH00028,LRL,CJBrown.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp,3985570,3984810,3985570,OHRFC,GID 2, ,0, -KY03007,LRL,Green.Flow-Outflow.Inst.0.0.lrldlb-comp,4003242,3999688,4003242,OHRFC,GID 2, ,0, -KY03011,LRL,Nolin.Flow-Outflow.Inst.0.0.lrldlb-comp,4005074,4003290,4005074,OHRFC,KMS, ,0, -MN00581,MVP,Highway75_Dam-ServiceSpillway.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4086200,4083202,4085966,NCRFC,MC, ,0, -MN00579,MVP,MarshLake_Dam.Flow.Inst.1Hour.0.Fcst-CEMVP,4086016,4083248,4086000,NCRFC,MC, ,0, -TX00009,SWF,DAWT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,4133217,4132531,4133643,WGRFC,MC, ,0,DA gage one flowline downstream -MT00569,NWDM,CLCA.Flow-Out.Ave.1Day.1Day.Raw-USBR,4165978,4167440,4170578,MBRFC,KMS, ,0, -MT00905,NWDM,LRMT.Flow-Out.Ave.1Day.1Day.Raw-USBR,4169038,4167460,4170626,MBRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 06012500 -PA00008,NAP,WhiteHaven.Flow.Inst.1Hour.0.Rev-DCP,4186403,4185065,4186393,MARFC,MC, ,0,link is co-located with USGS DA gauge 01447800; name: Francis E. Walter Dam -PA00010,NAP,BeltzvilleDS.Flow.Inst.1Hour.0.Rev-DCP,4187341,4186689,4188143,MARFC,KS, ,0,"SK removed """"""""Beltzville.Flow"""""""" because it is computed flow. redundant with Beltzville.Flow-In.Inst.1Hour.0.Computed.link is co-located with USGS DA gauge 01449800" -WV06702,LRH,Summersville-Outflow.Flow.Inst.1Hour.0.OBS,4548090,4547794,4548090,OHRFC,GID 2, ,0, -MN00582,MVP,MissHW_PineRiver.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4622350,4620258,4622350,NCRFC,MC, ,0, -PA00003,NAB,Curwensville.Flow-Reg.Inst.1Hour.0.computed outflow,4675099,4672717,4675099,MARFC,KMS, ,0, -PA00921,NAP,BlueMarshDS.Flow.Inst.1Hour.0.Rev-DCP,4783213,4782813,4783457,MARFC,MC, ,0,Snapped to DA gage flowline. Gage ID 01470960 -MN00585,MVP,MissHW_Leech.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4819627,4817675,4819627,NCRFC,MC, ,0, -OH00017,LRH,PaintCr-Outflow.Flow.Inst.1Hour.0.OBS,5232686,5231436,5233352,OHRFC,GID 2, ,0, -TX00016 ,SWF,ACTT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,5523882,5531274,5531594,WGRFC,MC, ,0, -TX00013,SWF,SOMT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,5570841,5569731,5570785,WGRFC,MC, ,0,DA gage two flowlines downstream -TX08006,SWF,GGLT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,5671667,5670445,5671667,WGRFC,KMS, ,0,DA gage on next downstream flowline -TX00022,SWF,TBRT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,5702763,5702167,5702849,WGRFC,KMS, ,0, -TX00006,SWF,HORT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,5741918,5741244,5742086,WGRFC,MC, ,0, -KS00025,NWDM,WEBR.Flow-Out.Ave.1Day.1Day.Best-NWK,5954109,5943595,5945295,MBRFC,KMS, ,0, -OK10315,SWT,WIST.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,6048164,6043008,6047652,ABRFC,MC, ,0, -CT00506,NAE,CRD.Flow.Ave.15Minutes.6Hours.DCP-rev,6107093,6106841,6107211,NERFC,MC, ,0,DA gage four flowlines downstream -GA00821,SAM,Carters.Flow-Out.Ave.1Hour.1Hour.Raw-SCADA_SAM,6479573,6479321,6479573,SERFC,AM, ,0, -GA00824,SAM,Buford.Flow-Out.Inst.15Minutes.0.Raw-UR,2045337,6495106,2051313,SERFC,MC, ,0,Snapped to DA gage flowline. Gage ID 02334430 -GA03742,SAM,Allatoona.Flow-Out.Inst.15Minutes.0.Raw-UR,6499244,6495140,6505972,SERFC,AM, ,0, -IA00017,MVR,SAYI4.Flow-Out.Inst.30Minutes.0.rev,6597700,6597410,6597700,NCRFC,MC / KMS, ,6597700,Moved to lake outlet (KMS). Correct lake association. DA gage nine flowlines downstream -MN00576,MVP,TraverseWR_Dam.Flow-Out.Inst.15Minutes.0.rev-working,909020730,6639922,6641256,NCRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 05050000 -MN00574,MVP,Orwell_Dam.Flow-Out.Inst.15Minutes.0.rev,909020763,6657709,909020763,NCRFC,MC, ,0,There is a DA gage on the next downstream flowline -WV08902,LRH,Bluestone-Outflow.Flow.Inst.1Hour.0.OBS,6906513,6906421,6906513,OHRFC,GID 2, ,0,Linked to interior flowline. -WV10924,LRH,RDBailey-Outflow.Flow.Inst.1Hour.0.OBS,6935786,6933708,6935752,OHRFC,GID 2, ,0, -KS00013,NWDM,WILN.Flow-Out.Ave.1Day.1Day.Best-NWK,7331754,7330556,7331754,MBRFC,KMS, ,0,There is a DA gage on the next downstream flowline -KS00022,NWDM,KIRN.Flow-Out.Ave.1Day.1Day.Best-NWK,7347909,7344817,7347909,MBRFC,KMS, ,7347909,Moved to lake outlet -MO30201,NWDM,PODT.Flow-Out.Ave.1Day.1Day.Best-NWK,7387495,7387259,7388811,MBRFC,KMS, ,0,There is a DA gage on the next downstream flowline -MO30203,SWL,Clearwater_Dam.Flow-Res Out.Ave.1Hour.1Hour.Regi-Comp,7669162,7666880,7669104,LMRFC,KMS, ,0,This A2W record represents outflow. Another two flowlines up represents tailwater -AR00162,SWL,Dardanelle.Flow.Inst.1Hour.0.CCP-Comp,7790194,7767759,7771859,ABRFC,KMS, ,0,Removed redundant point (LD10 Dardanelle) -AR00157,SWL,Blue_Mtn_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,7803225,7801259,7803225,ABRFC,MC, ,0, -AR00158,SWL,Nimrod_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,7830220,7827790,7830220,ABRFC,MC, ,0, -CA10102,SPK,BLB BLB-Black Butte Lake-Stony Cr.Flow-Res Out.Ave.1Hour.1Hour.Calc-val,12074514,7989989,7992981,CNRFC,SK / KMS, ,12074514,"This represents total lake outflow. Redundant with """"""""BLB BLB-North Diversion-Stony"""""""". KMS" -CA01107,SPK,SAC INV-Indian Valley-NF Cache Cr.Flow-Res Out.Ave.~1Day.1Day.MANUAL,8007863,8005383,8007863,CNRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 11451300 -CA00863,SPK,SAC BUL-Bullards Bar Res-Yuba R.Flow-Res Out.Ave.~1Day.1Day.Calc-cdec,8060745,8060079,8062451,CNRFC,SK, ,0, -CA10303,SPK,WRS WRS-Lake Sanoma-Russian.Flow-Res Out.Ave.1Hour.1Hour.Calc-val,8276453,8271433,8276453,CNRFC,SK, ,8276453,Moved to lake outlet. Good lake assoc. -LA00180,MVK,Wallace Lake.Flow.Inst.1Hour.0.DCP-rev,8342721,8341399,8342801,LMRFC,KMS, ,0, -TX04359,SWT,PATM.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,8348337,8347705,8348979,ABRFC,MC, ,0,DA gage two flowlines downstream -OK22203,SWT,WAUR.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,8358571,8357843,8358571,ABRFC,KMS, ,0, -VA089001,SAW,ROA PLP.Flow-Out.Inst.1Hour.0.DSS,8675539,8674019,8675539,SERFC,AM, ,0, -CA10179,SPK,TRK PRS-Prosser-Prosser Cr.Flow-Res Out.Ave.~1Day.1Day.MANUAL,8933720,8932974,8934488,CNRFC,SK, ,0, -NC00300,SAW,YAD WKS.Flow-Out.Inst.1Hour.0.DSS,9251746,9250140,9251746,SERFC,AM, ,0, -NY01055,NAB,Whitney Point.Flow-Reg.Inst.1Hour.0.computed outflow OLD,9423843,9422503,9424107,MARFC,KMS, ,0, -UT10125,SPK,Lost Creek.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,10090806,10089124,10090806,CBRFC,SK, ,0,There is a DA gage on the next downstream flowline -UT10120,SPK,Echo.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,10093132,10091588,10093132,CBRFC,SK, ,0,There is a DA gage on the next downstream flowline -UT10131,SPK,Rockport.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,10093168,10091800,10093168,CBRFC,SK, ,0,There is a DA gage on the next downstream flowline -KS00010,NWDM,POMA.Flow-Out.Ave.1Day.1Day.Best-NWK,10116002,10114004,940290180,MBRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 06912500 -TN15901,LRN,COHT1-CORDELL_HULL.Flow.Ave.1Hour.1Hour.man-rev,10177405,10175533,10177367,OHRFC,KMS, ,0, -IN03003,LRL,CMHarden.Flow-Outflow.Inst.0.0.lrldlb-comp,10209503,10208007,10210097,OHRFC,GID 2, ,0, -KY00051,LRL,Taylorsville.Flow-Outflow.Inst.0.0.lrldlb-comp,10264636,10263686,10264636,OHRFC,GID 2, ,0, -UT10132,SPK,Pineview.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,10275998,10273702,10275998,CBRFC,SK, ,10275998,Moved to lake outlet. Good lake assoc. -UT10119,SPK,East Canyon.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,10277316,10276260,10277316,CBRFC,SK, ,0,There is a DA gage on the next downstream flowline -FL00435,SAM,JimWoodruff.Flow-Out.Inst.15Minutes.0.Raw-UR,2293124,10361596,2311949,SERFC,MC, ,0,Snapped to DA gage flowline. Gage ID 02358000 -WY01380,NWDM,KEYO.Flow-Out.Ave.1Day.1Day.Raw-USBR,10906553,10904095,10906421,MBRFC,KMS, ,0, -PA00273,LRP,Portersville.Flow.Inst.1Hour.0.OBS,10926383,10925571,10926455,OHRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 03106300 -SD01092,NWDM,BEND.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,11546856,11546100,11546856,MBRFC,KMS, ,11546856,Moved to lake outlet. Correct lake association. -KY03012,LRL,Rough.Flow-Outflow.Inst.0.0.lrldlb-comp,11621250,11620502,11621434,OHRFC,KMS, ,0, -CO01300,NWDM,BONY.Flow-Out.Ave.1Day.1Day.Best-NWK,11699250,11699074,11700174,MBRFC,KMS, ,0, -SC00706,SAS,Keowee.Flow.Ave.1Hour.1Hour.Rev-SHEF_SAS,11749087,11748535,11749981,SERFC,AM, ,0, -SD01094,NWDM,GAPT.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,11761568,11758154,11761566,MBRFC,KMS, ,0,Removed duplicates -UT10136,SPK,Starvation.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,11966427,11965847,11967775,CBRFC,SK, ,0, -CA00035,SPK,SAC ORO-Oroville Dam-Feather R.Flow-Res Out.Ave.~1Day.1Day.MANUAL,2778598,12076080,2778598,CNRFC,KMS, ,0,This is the reservoir outflow. I eliminated the other record. -MT00571,NWDM,GDMT.Flow-Out.Ave.1Day.1Day.Raw-USBR,12395588,12394600,12395588,MBRFC,KMS, ,0, -WY01300,NWDM,BUBI.Flow-Out.Ave.1Day.1Day.Raw-USBR,4425887,12793741,12794325,MBRFC,KMS, ,0, -WY01299,NWDM,BOYN.Flow-Out.Ave.1Day.1Day.Raw-USBR,12870023,12869679,12871081,MBRFC,SK, ,0,"SK removed """"""""BYWY.Flow."""""""" because no outflow data. Redundant lake iwth BYWY.Flow.Inst.1Hour.0.Best-NWDM" -WY01378,NWDM,BULA.Flow-Out.Ave.1Day.1Day.Raw-USBR,12901134,12898716,12901134,MBRFC,KMS, ,0, -TX04358,SWT,KEMP.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,13732942,13732800,13733430,ABRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 07312100 -OK02500,SWT,ALTU.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,13757101,13756271,13757101,ABRFC,MC, ,0,DA gage one flowline downstream -MD00014,NAB,Savage.Flow-Reg.Inst.1Hour.0.computed outflow,14364126,14363834,14364126,MARFC,KMS, ,0,There is a DA gage on the next downstream flowline -CA10113,SPK,SCC SCC-Success Lake-Tule.Flow-Res Out.Inst.1Hour.0.Calc-val,17159700,14930103,14931007,CNRFC,SK, ,0, -AR00150,MVK,Blakely.Flow.Inst.1Day.0.Manual,15234446,15231972,15234506,LMRFC,KMS, ,0, -AR00535,MVK,Remmel Dam.Flow.Inst.15Minutes.0.DCP-rev,15237620,15237526,15237620,LMRFC,KMS, ,0,There is a DA gage on the next downstream flowline -MS01496,MVK,Arkabutla Lake.Flow.Inst.1Hour.0.Total Gate Flow,15256580,15252778,15256386,LMRFC,KMS, ,0,Removed redundant gages -OH00002,LRH,WillsCr-Outflow.Flow.Inst.1Hour.0.OBS,15371872,15370770,15371872,OHRFC,GID 2, ,0, -OH00020,LRH,CharlesMill-Outflow.Flow.Inst.1Hour.0.OBS,15410097,15408897,15411519,OHRFC,GID 2, ,0, -OH00001,LRH,PleasantHill-Outflow.Flow.Inst.1Hour.0.OBS,15411575,15408959,15411575,OHRFC,GID 2, ,0, -OH00018,LRH,TomJenkins-Outflow.Flow.Inst.1Hour.0.OBS,15419085,15417757,15419565,OHRFC,GID 2, ,0, -WY01295,NWDM,PATR.Flow-Out.Ave.1Day.1Day.Raw-USBR,15976270,15975492,15976270,MBRFC,KMS, ,0, -ND00148,NWDM,DIND.Flow-Out.Ave.1Day.1Day.Raw-USBR,940130592,16235047,16237447,MBRFC,MC, ,0, -CA10167,SPK,SJR LBN-Los Banos-Los Banos Cr.Flow-Res Out.Ave.~1Day.1Day.MANUAL,16604219,16603633,16610547,CNRFC,SK, ,948040343, -CO01688,SPK,Lemon.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,17014767,17014523,17015277,CBRFC,KMS, ,0, -CO01695,SPK,Vallecito.Flow-Res Out.Ave.~1Day.1Day.Raw-USBRSLC;MANUAL,17034231,17034145,17034971,CBRFC,MC, ,0, -CA10109,SPK,NHG NHG-New Hogan Lake-Calaveras.Flow-Res Out.Inst.1Hour.0.Calc-val,17067086,17065952,17068300,CNRFC,SK, ,0, -CA00281,SPK,SJR DNP-Don Pedro Res-Tuolumne R.Flow-Res Out.Ave.~1Day.1Day.MANUAL,17080371,17080041,17080371,CNRFC,SK, ,17080371,Moved to lake outlet. Good lake assoc. -NE01518,NWDM,PA11.Flow-Out.Ave.1Hour.6Hours.Best-NWO,17217954,17216840,17217954,MBRFC,KMS, ,17217954,Moved down to lake outlet. Correct lake association. -NE01063,NWDM,SC18.Flow-Out.Ave.~1Day.1Day.Best-NWO,17405437,17404931,17405909,MBRFC,KMS, ,0, -NE01057,NWDM,SC14.Flow-Out.Ave.~1Day.1Day.Best-NWO,17405923,17404975,17405923,MBRFC,KMS, ,0, -IA00012,MVR,CRVI4.Flow-Out.Inst.30Minutes.0.rev,17540805,17539821,17540805,NCRFC,MC, ,0,DA gage is two flowlines downstream -NM00404,SPA,Cochiti.Flow.Inst.~1Hour.0.MRS,17834674,17833136,17834674,WGRFC,MC, ,0,DA gage two flowlines downstream -NM00001,SPA,Abiquiu-Abiquiu DS.Flow.Inst.~1Hour.0.MRS,17848800,17845306,17848996,WGRFC,MC, ,0,DA gage one flowline downstream -CO01671,SPA,Platoro.Flow.Inst.~1Hour.0.ResData,17876153,17875083,17876241,WGRFC,MC, ,0, -MS01494,MVK,Grenada Lake.Flow.Inst.1Hour.0.Total Gate Flow,18019788,18014672,18019788,LMRFC,KMS, ,0, -TN03722,LRN,OHIT1-OLD_HICKORY.Flow.Ave.1Hour.1Hour.man-rev,18415989,18415569,18416017,OHRFC,GID 2, ,0,Duplicate gage removed by SK. Duplicate gages near each other (OHHT1-OLD_HICKORY) -IN03002,LRL,CaglesMill.Flow-Outflow.Inst.0.0.lrldlb-comp,18465682,18465136,18465682,OHRFC,GID 2, ,0, -IN03005,LRL,Salamonie.Flow-Outflow.Inst.0.0.lrldlb-comp,18505918,18505514,18505918,OHRFC,GID 2, ,0, -KS00012,NWDM,TUCR.Flow-Out.Ave.1Day.1Day.Best-NWK,24646277,18880944,2281171,MBRFC,KMS, ,0,There is a DA gage 3 flowlines downstream -KS00019,NWDM,CEBL.Flow-Out.Ave.1Day.1Day.Best-NWK,18951675,18950909,18951675,MBRFC,KMS, ,0, -KS00023,NWDM,LOVL.Flow-Out.Ave.1Day.1Day.Best-NWK,19017185,19016317,19017757,MBRFC,KMS, ,0, -NE01066,NWDM,HACO.Flow-Out.Ave.1Day.1Day.Best-NWK,19043517,19040443,19043517,MBRFC,MC, ,0, -NE01073,NWDM,MECR.Flow-Out.Ave.1Day.1Day.Best-NWK,19063672,19063074,19063672,MBRFC,KMS, ,0, -NE01076,NWDM,REWI.Flow-Out.Ave.1Day.1Day.Best-NWK,19070261,19069455,19070261,MBRFC,KMS, ,19070261,Re-snapped to lake outlet flowline -NE01070,NWDM,ENDS.Flow-Out.Ave.1Day.1Day.Best-NWK,19081483,19080361,19081483,MBRFC,KMS, ,0, -NE01078,NWDM,TREN.Flow-Out.Ave.1Day.1Day.Best-NWK,19093175,19091673,19093175,MBRFC,KMS, ,0, -WV00701,LRH,Sutton-Outflow.Flow.Inst.1Hour.0.OBS,19322231,19322053,19322229,OHRFC,GID 2, ,0, -OH00010,LRH,Tappan-Lake.Flow.Inst.1Hour.0.OBS,19392734,19390686,19392734,OHRFC,GID 2, ,0, -OH00012,LRH,Clendening-Outflow.Flow.Inst.1Hour.0.OBS,19392806,19390726,19392806,OHRFC,GID 2, ,0, -TX00023,SWT,MERE.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,19981020,19980072,19981020,ABRFC,MC, ,19981020,Moved to lake outflow from interior flowline. Correct lake association -NM00006,SPA,Conchas.Flow.Inst.~1Hour.0.MRS,20031197,20052547,20052833,ABRFC,LKR, ,0,"Conchas Lake, Lake outlet link is 20052833" -KS00027,SWT,ELDR.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,20082038,20079044,20082038,ABRFC,MC, ,0, -CA10148,SPK,SAC FOL-Folsom Lake-American R.Flow-Reservoir Outflow.Inst.1Hour.0.CDEC-confidential-raw,15022453,20194524,15025029,CNRFC,SK, ,0, -AZ10308,SPL,Bartlett DS-Verde R.Flow.Inst.15Minutes.0.GOES-rev,20439512,20438850,20440790,CBRFC,MC, ,0, -NV10002,SPL,Mathews Cnyn DS-Mathews Cnyn W.Flow.Inst.15Minutes.0.GOES-rev,20603438,20603248,20603440,CBRFC,SK, ,0, -NV10001,SPL,Pine Cnyn DS-Pine Cnyn W.Flow.Inst.15Minutes.0.GOES-rev,20600566,20603252,20603436,CBRFC,SK, ,0, -NM00130,SPA,Sumner.Flow.Inst.~1Hour.0.ResData,20818460,20818104,20818460,WGRFC,MC, ,0,DA gage one flowline downstream -KS00006,SWT,MARI.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,20919169,20917521,20919169,ABRFC,LKR, ,0,gaged flowline below -KS00002,SWT,ELKC.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,20943898,20943110,20943984,ABRFC,KMS, ,0, -KS00011,SWT,TORO.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,20955434,20953830,20955434,ABRFC,MC, ,0, -OK10309,SWT,KEYS.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,369129,20971700,20973380,ABRFC,MC, ,0, -OK10319,SWT,GSAL.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,21001215,21000069,21001215,ABRFC,MC, ,0, -OK20509,SWT,KAWL.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,21038211,21038107,21038211,ABRFC,KMS, ,21038211,Moved to lake outlet -KS00017,SWT,CHEN.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,21160795,21160241,21161233,ABRFC,MC, ,0,redundant with CHE2.Flow.Inst.1Hour.0.Ccp-Rev -AZ10436,SPL,Coolidge DS-Gila R.Flow.Inst.15Minutes.0.GOES-rev,21274156,21318615,21320525,CBRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 09469500 -AZ10315,SPL,Laguna DS-Colorado R.Flow.Inst.15Minutes.0.GOES-rev,21412675,21411435,21412649,CBRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 09429600 -KS00003,SWT,FALL.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,21517708,21514748,21517708,ABRFC,MC, ,0, -CA00240,SPK,SJR EXC-New Exchequer-Merced R.Flow-Res Out.Ave.~1Day.1Day.MANUAL,21608661,21606665,21608661,CNRFC,SK, ,0,Moved to lake outlet. Good lake assoc. -OK00134,SWT,HUDS.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,21773255,21772239,21773125,ABRFC,LKR, ,0,gaged flowline below -OK21489,SWT,COPA.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,21784744,21783714,21784744,ABRFC,LKR, ,0, -OK10312,SWT,HULA.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,21785290,21784832,21785290,ABRFC,LKR, ,0,Hulah Lake -KS00049,SWT,BIGH.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,21797549,21795481,21797721,ABRFC,KMS, ,0, -ND00147,NWDM,BOHA.Flow-Out.Ave.~1Day.1Day.Best-NWO,21850337,21849419,21850337,MBRFC,KMS, ,0, -SD01141,NWDM,SHHI.Flow-Out.Ave.~1Day.1Day.Best-NWO,16188778,21861936,16188778,MBRFC,MC, ,0, -CA10112,SPK,PNF PNF-Pine Flat Lake-Kings.Flow-Res Out.Inst.1Hour.0.Calc-val,22063199,22050039,22063199,CNRFC,SK / KMS, ,0,Moved to lake outlet. Good lake assoc. -WY01290,NWDM,ALCR.Flow-Out.Ave.1Day.1Day.Raw-USBR,22106341,22103649,22107769,MBRFC,KMS, ,0, -AR00172,SWL,LD06-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,25239921,22845449,25239921,ABRFC,MC, ,25239921,Moved to lake outflow from interior flowline -MT00652,NWDP,LIB.Flow-Out.Ave.1Hour.1Hour.CBT-REV,22878297,22886855,22878297,NWRFC,AM, ,0,DA gage two flowlines downstream -MT00565,NWDP,HGH.Flow-Out.Ave.1Hour.1Hour.CBT-REV,22965002,22971534,22965004,NWRFC,AM, ,0, -ID00222,NWDP,CAB.Flow-Out.Ave.~1Day.1Day.CBT-REV,22975982,22983738,25073152,NWRFC,AM, ,0,DA gage one flowlines downstream -MT00223,NWDP,NOX.Flow-Out.Ave.~1Day.1Day.CBT-REV,22976070,22983840,22976094,NWRFC,AM, ,0, -WA00004,NWDP,CHL.Flow-Out.Ave.1Hour.1Hour.CBT-REV,23073739,23077959,23073871,NWRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 12452500 -WY01385,NWDP,JCK.Flow-Out.Ave.~1Day.1Day.USBR-COMPUTED-REV,23123437,23127757,23123437,NWRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 13011000 -ID00287,NWDP,DWR.Flow-Out.Ave.~6Hours.6Hours.CBT-COMPUTED-REV,23630892,23634782,23630892,NWRFC,AM /LKR, ,0,This is the main outflow record; There are many gages here; LKR - none of the other A2W locations in the area are in this Excel list. There are 2 A2W sites together. -OR00381,NWDP,CREO.Flow.Ave.~1Day.1Day.USBR-RAW,23706308,23707652,23706312,NWRFC,MC, ,0, -OR00098,NWDP,OCH.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23713984,23717064,23713984,NWRFC,AM, ,0, -OR00007,NWDP,FAL.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23752600,23756162,23752600,NWRFC,AM, ,0,DA gage one flowlines downstream -OR00006,NWDP,DEX.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23751844,23756168,23751844,NWRFC,AM, ,0, -OR00009,NWDP,LOP.Flow-Out.Ave.1Hour.1Hour.CBT-REV,23751850,23756172,23751852,NWRFC,AM, ,0, -OR00014,NWDP,HCR.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23751946,23756364,23751946,NWRFC,AM, ,0, -OR00008,NWDP,DOR.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23759588,23761332,23759588,NWRFC,AM, ,0, -OR00005,NWDP,COT.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23759310,23761342,23759312,NWRFC,AM, ,0, -OR00016,NWDP,FRN.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23763141,23769069,23763141,NWRFC,AM, ,0, -OR00013,NWDP,BLU.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23773407,23777375,23773407,NWRFC,KMS, ,23773407,Moved to lake outlet. DA gage on next downstream flowline -OR00015,NWDP,CGR.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23773011,23777431,23773011,NWRFC,AM, ,0,DA gage one flowlines downstream -OR00004,NWDP,DET.Flow-Out.Ave.1Hour.1Hour.CBT-REV,23780525,23783629,23780525,NWRFC,AM, ,0, -OR00010,NWDP,GPR.Flow-Out.Ave.1Hour.1Hour.CBT-REV,23785923,23788951,23785925,NWRFC,AM, ,0, -OR00012,NWDP,FOS.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23785767,23788981,23785769,NWRFC,AM, ,0,DA gage two flowlines downstream -OR10020,NWDP,SCO.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23805106,23807386,23805110,NWRFC,AM, ,0, -WA00302,NWDP,WYN.Flow-Out.Ave.1Hour.1Hour.CENWS-COMPUTED-RAW,23856921,23859017,23856923,NWRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 12035400 -OR00612,NWDP,LOS.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23923436,23927716,23923436,NWRFC,AM, ,0, -OR00624,NWDP,APP.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,23936035,23938563,23936037,NWRFC,AM, ,0, -WA00260,NWDP,KAC.Flow-Out.Ave.~1Day.1Day.USBR-RAW,24126099,24136753,24126101,NWRFC,AM, ,0, -WA00274,NWDP,CLE.Flow-Out.Ave.~1Day.1Day.USBR-RAW,24125829,24136807,24125831,NWRFC,AM, ,0, -OR00578,NWDP,BULO.Flow.Ave.~1Day.1Day.USBR-RAW,24150401,24152927,24150401,NWRFC,AM, ,24150401,Linked to interior flowline. Changed to lake outflow -OR00592,NWDP,THFO.Flow.Inst.15Minutes.0.OWRD-RAW,24208009,24215369,24208611,NWRFC,AM, ,0, -OR00577,NWDP,PHL.Flow-Out.Ave.~1Day.1Day.USBR-RAW,24208367,24215523,24208369,NWRFC,AM, ,0, -WA00169,NWDP,ROS.Flow-Loc.Ave.1Hour.1Hour.SCL-RAW,24255291,24260289,24255291,NWRFC,AM, ,24255291,Linked to interior flowline. Changed to lake outflow -WA00173,NWDP,UBK.Flow-Out.Inst.1Hour.0.PSE-RAW,24255913,24260671,24255915,NWRFC,AM, ,24255915,Linked to inflow flowline to downstream lake. Changed to lake outflow -WA00170,NWDP,DIA.Flow-Out.Ave.~1Day.1Day.CBT-REV,24255201,24260717,24255205,NWRFC,AM, ,0, -WA00172,NWDP,SHA.Flow-Out.Inst.1Hour.0.PSE-RAW,24255877,24260837,25184464,NWRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 12193400 -WA00263,NWDP,BUM.Flow-Out.Ave.~1Day.1Day.USBR-RAW,24423025,24428511,24423025,NWRFC,AM, ,0, -WA00273,NWDP,RIM.Flow-Out.Ave.~1Day.1Day.USBR-RAW,24423307,24428693,24423307,NWRFC,AM, ,0, -OR00579,NWDP,PRV.Flow-Out.Inst.0.0.MIXED-COMPUTED-REV,24515510,24518496,24515510,NWRFC,AM, ,0, -WA00256,NWDP,MOR.Flow-Out-Total.Ave.1Hour.1Hour.SCL-RAW,24537960,24539838,24537962,NWRFC,AM, ,0, -WV00707,LRH,Burnsville-Outflow.Flow.Inst.1Hour.0.OBS,19417491,76669453,19417491,OHRFC,GID 2, ,0, -CA10246,SPK,SJR NWM-New Melones Res-Stanislaus R.Flow-Res Out.Ave.~1Day.1Day.Calc-usbr,349829,120051899,349829,CNRFC,KMS, ,0, -MN00594,MVP,LockDam_02.Flow.Inst.15Minutes.0.comp,1101436,120051919,1101436,NCRFC,MC, ,0,DA gage is three flowlines downstream -TX00005,SWF,GPVT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,1287057,120051934,1287177,WGRFC,MC, ,0,DA gage three flowlines downstream -MT00559,NWDM,HOLM.Flow.Inst.1Hour.0.Best-NWDM,3021998,120051950,3022000,MBRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 06066500 -AR00159,SWL,Norfork_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,7653861,120052259,7653895,LMRFC,KMS, ,0, -AR00164,SWL,LD12_Ozark-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,7754500,120052270,7754492,ABRFC,MC, ,0, -KY03009,LRL,Barren.Flow-Outflow.Inst.0.0.lrldlb-comp,4036902,120052316,4037084,OHRFC,KMS, ,0, -KY05017,LRN,KYDK2-KENTUCKY.Flow.Ave.1Hour.1Hour.tva-raw,10575371,120052349,10575371,LMRFC,KMS, ,0, -ND00332,MVP,LakeDarling.Flow-Out.Inst.15Minutes.0.comp,14049291,120052509,14049291,NCRFC,MC, ,14049291,Moved to lake outlet. Correct lake association. -CA10114,SPK,TRM TRM-Lake Kaweah-Kaweah.Flow-Res Out.Ave.1Hour.1Hour.Calc-val,24758173,120052624,24758173,CNRFC,SK, ,14922787,Moved to lake outlet. Good lake assoc. -TN03701,LRN,JPPT1-J_PERCY_PRIEST.Flow.Ave.1Hour.1Hour.man-rev,18401827,120052688,18401827,OHRFC,GID 2, ,18401827,Redundant gage removed by SK. Redundant gages with JHPHT1-J_PERCY_PRIEST -KY03030,LRH,Grayson-Outflow.Flow.Inst.1Hour.0.OBS,1936384,120052749,1936720,OHRFC,MC, ,0, -AZ10312,SPL,Parker DS-Colorado R.Flow.Inst.15Minutes.0.GOES-rev,9998136,120052758,21439479,CBRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 09427520 -KS00021,NWDM,GLEL.Flow-Out.Ave.1Day.1Day.Best-NWK,3537261,120052972,3537261,MBRFC,KMS, ,3537261,Moved to lake outlet. There is a DA gage 2 flowlines downstream -ND00309,MVP,Baldhill_Dam.Flow-Out.Inst.15Minutes.0.rev,26873869,120052979,14270822,NCRFC,MC, ,0,DA gage is one flowline downstream -TX00008,SWF,LEWT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,1278690,120053021,1278674,WGRFC,MC, ,0,DA gage three flowlines downstream -TX00010,SWF,PCTT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,2569756,120053201,2569848,WGRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 08099500 -TX00017,SWF,WTYT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,5513700,120053204,5513692,WGRFC,MC, ,0,DA gage four flowlines downstream -PREW3,MVP,PREW3.Flow.Inst.15Minutes.0.comp,2651896,120053219,2651896,NCRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 05344490 -IA00016,NWDM,RATN.Flow-Out.Ave.1Day.1Day.Best-NWK,940280012,120053324,940280011,MBRFC,KMS, ,0,There is a DA gage on the next downstream flowline -TX00014,SWF,STIT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,5587560,120053388,5587560,WGRFC,KMS, ,0,There is a DA gage on the next downstream flowline -TX01087,SWF,MSDT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,5781955,120053393,5781955,WGRFC,MC, ,5781955,Moved to lake outlet from interior flowline -PA00005,NAB,Sayers.Flow-Reg.Inst.1Hour.0.computed outflow,8139718,120053440,8139718,MARFC,KMS, ,0,There is a DA gage on the next downstream flowline -VA005001,NAO,Gathright DS.Flow.Inst.0.0.DCP-rev,8521381,120053459,8523459,MARFC,MC, ,0,Snapped to DA gage flowline. Gage ID 02011800 -CA10192,SPK,TRK STP-Stampede-Little Truckee R.Flow-Res Out.Ave.~1Day.1Day.MANUAL,8933230,120053476,8934442,CNRFC,SK, ,0,Moved to lake outlet. Good lake assoc. -ND00146,NWDM,PIST.Flow-Out.Ave.~1Day.1Day.Best-NWO,11505172,120053541,11505172,MBRFC,KMS, ,0, -SD01093,NWDM,FTRA.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,11550820,120053557,11550820,MBRFC,KMS, ,11550820,Moved to lake outlet. Correct lake association. -SC00529,SAS,Jocassee.Flow.Ave.1Hour.1Hour.Rev-SHEF_SAS,11748743,120053566,11749815,SERFC,KMS, ,0, -MO30202,SWL,Table_Rock_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,7625336,120053569,8586112,LMRFC,KMS, ,0, -ND00151,NWDM,JATO.Flow-Out.Ave.~1Day.1Day.Best-NWO,12577680,120053643,12577680,MBRFC,KMS, ,0, -CA10154,SPK,SJR MIL-Friant Dam-San Joaquin R.Flow-Res Out.Ave.~1Day.1Day.Calc-usbr,17116483,120053836,17116483,CNRFC,SK, ,0,There is a DA gage on the 6th downstream flowline -ID00288,NWDP,LUC.Flow-Out.Ave.~1Day.1Day.USBR-RAW,23382135,120053990,23382135,NWRFC,AM, ,0, -ID00283,NWDP,CSCI.Flow.Ave.~1Day.1Day.USBR-COMPUTED-REV,24177101,120054056,24177561,NWRFC,KMS, ,0, -CO02677,NWDM,SMCL.Flow.Inst.1Hour.0.Raw-NWDM-Backup,5241186,127819344,940190123,MBRFC,KMS, ,0, -NH00003,NAE,FFD.Flow.Inst.15Minutes.0.DCP-rev,166174264,166174267,166174264,NERFC,MC, ,166174264,Linked to interior flowline. Changed to lake outflow -TX06194,SWF,ALAT2.Flow-Out.Inst.1Hour.0.Rev-SWF-REGI,166414852,166414857,166414852,WGRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 08093360 -NC01713,SAW,NEU FLP.Flow-Out.Inst.1Hour.0.DSS,166737579,166737717,166737584,SERFC,MC, ,0,Snapped to DA gage flowline. Gage ID 02087183 -NC00173,SAW,CFR BEJ.Flow-Out.Inst.1Hour.0.DSS,26325148,166755060,8898132,SERFC,AM, ,0,"DA Gage on next downstream link. Not marked as inflow or outflow, so questionable" -GA00820,SAM,WestPoint.Flow-Out.Inst.15Minutes.0.Rev-CCP,3298918,166758703,3298566,SERFC,AM, ,0, -AL01432,SAM,WalterFGeorge.Flow-Out.Ave.1Hour.1Hour.Raw-SCADA_SAM,3443790,166758723,3443790,SERFC,AM, ,0,DA gage one flowline downstream -AL01420,SAM,Smith.Flow-Out.Inst.1Hour.0.Raw-APCO,18581863,166759211,18584047,SERFC,AM, ,0, -AL01426,SAM,Holt.Flow-Out.Inst.1Hour.0.Raw-APCO,18232675,166759236,18232675,SERFC,AM, ,0, -MS01491,SAM,Okatibbee-Spillway.Flow-Discharge.Inst.15Minutes.0.Raw-CCP,18193961,166759324,18195393,LMRFC,KMS, ,0, -GA01702,SAS,Hartwell.Flow-Out.Ave.1Hour.1Hour.Raw-SCADA_SAS,11737635,166759840,6270218,SERFC,KMS, ,0, -KY03055,LRL,CaveRun.Flow-Outflow.Inst.0.0.lrldlb-comp,2091969,166830448,2091969,OHRFC,GID 2, ,0, -OH00007,LRH,Dillon-Outflow.Flow.Inst.1Hour.0.OBS,15365719,166899180,15365765,OHRFC,GID 2, ,0, -IN03017,LRL,Brookville.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp,3925161,166899200,3925161,OHRFC,GID 2, ,0, -OH00929,LRL,WHHarsha.Flow-Outflow.Inst.0.0.lrldlb-comp,3936190,166899203,3936190,OHRFC,GID 2, ,0,Linked to interior flowline. -OH00927,LRL,CaesarCreek.Flow-Outflow.Inst.0.0.lrldlb-comp,3935906,166899204,3935906,OHRFC,GID 2, ,3935906, -IN03001,LRL,Monroe.Flow-Outflow.Inst.0.0.lrldlb-comp,18444024,166899251,18447480,OHRFC,GID 2, ,0, -KY03046,LRN,LAPK2-LAUREL.Flow.Ave.1Hour.1Hour.man-rev,10190256,166899298,10191966,OHRFC,GID 2, ,0, -KY03010,LRN,RWNK2-WOLF_CREEK.Flow.Ave.1Hour.1Hour.man-rev,3577500,166899300,3577512,OHRFC,KMS, ,0,Redundant gage removed by SK. Redundant with WLCK2-WOLF_Creek -TN02702,LRN,DLHT1-DALE_HOLLOW.Flow.Ave.1Hour.1Hour.man-rev,10184623,166899333,10184625,OHRFC,GID 2, ,0, -KY03001,LRN,BARK2-BARKLEY.Flow.Ave.1Hour.1Hour.man-rev,11878940,166899385,11878948,LMRFC,KMS, ,0,Redundant with another gage just upstream (BAHK2) -MN00583,MVP,MissHW_Sandy.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,4841534,167120397,4841848,NCRFC,MC, ,0, -IA00013,MVR,PELI4.Flow-Out.Inst.30Minutes.0.rev,4995175,167121028,22249819,NCRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 05488110 -MN00586,MVP,MissHW_Winni.Flow-Out.Inst.~1Day.0.CEMVP-Legacy,22328037,167122141,22328037,NCRFC,KMS, ,0, -MN00169,MVP,ORTM5.Flow.Inst.15Minutes.0.rev,4084418,167122203,4085926,NCRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 05292000 -IL00118,MVS,Lk Shelbyville-Kaskaskia.Flow-Out.Ave.~1Day.1Day.lakerep-rev,13772418,167122256,13772400,NCRFC,MC, ,0,Redundant site removed by SK. Redundant with another point downstream. DA gage is two flowlines downstream -IL00113,MVS,Carlyle Lk-Kaskaskia.Flow-Out.Ave.~1Day.1Day.lakerep-rev,13871378,167122265,13876230,NCRFC,MC, ,0,This is total outflow compared with CWMS timeseries_SK. Redundant site is marked by SK and will be removed. There is a DA gage 2 flowlines downstream. Redundant with some other gages -TN04102,LRN,CETT1-CENTER_HILL.Flow.Ave.1Hour.1Hour.man-rev,18434275,167122309,18434275,OHRFC,GID 2, ,0, -IL00117,MVS,Rend Lk-Big Muddy.Flow-Out.Ave.~1Day.1Day.lakerep-rev,13779254,167156996,13779550,NCRFC,MC, ,0, -MS01495,MVK,Enid Lake.Flow.Inst.1Hour.0.Total Gate Flow,15276792,167166404,15276792,LMRFC,KMS, ,0, -MS01493,MVK,Sardis Lake.Flow.Inst.1Hour.0.Total Gate Flow,15290344,167182317,15290344,LMRFC,KMS, ,0, -MN00573,MVP,RedLake.Flow-Out.Inst.15Minutes.0.rev,7043255,167201419,22194346,NCRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 05074500 -MT00568,NWDM,CAFE.Flow-Out.Ave.1Day.1Day.Raw-USBR,3024978,167204871,3024978,MBRFC,KMS, ,0, -MT00025,NWDM,FTPK.Flow-Out.Ave.~1Day.1Day.Best-MRBWM,12461756,167204901,940040008,MBRFC,KMS, ,0, -MT00576,NWDM,YETL.Flow-Out.Ave.1Day.1Day.Raw-USBR,12801362,167204997,12801364,MBRFC,KMS, ,0,There is a DA gage 2 flowlines downstream -WY01297,NWDM,SEMR.Flow-Out.Ave.1Day.1Day.Raw-USBR,15976386,167245825,15976386,MBRFC,KMS, ,0,Moved to lake outlet -CO00351,NWDM,ATCO.Flow-Out.Ave.1Day.0.Raw-CODWR,5242018,167246015,5242018,MBRFC,KMS, ,0,Poor gage placement. Adjusted to correct location -KS00024,NWDM,NORN.Flow-Out.Ave.1Day.1Day.Best-NWK,8367756,167266511,8367756,MBRFC,KMS, ,8367756,Moved to lake outlet. Correct lake association. -KS00005,NWDM,KANS.Flow-Out.Ave.1Day.1Day.Best-NWK,25068602,167266519,25068602,MBRFC,MC, ,0,DA gage one flowline downstream -MO30200,NWDM,STON.Flow-Out.Ave.1Day.1Day.Best-NWK,7372051,167267899,7373063,MBRFC,KMS, ,0, -KS00004,SWT,JOHN.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,20932440,167297255,20932366,ABRFC,LKR, ,0, -AR00174,SWL,Beaver_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,8589764,167299813,8589608,LMRFC,KMS, ,0, -AR00160,SWL,Bull_Shoals_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,7637444,167299818,7637444,LMRFC,KMS, ,7637444,Moved to lake outlet. Good lake assoc. -AR00173,SWL,GreersFerry_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,11774999,167299819,11774971,LMRFC,KMS, ,0, -OK10310,SWT,OOLO.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,833360,167299904,21799057,ABRFC,KMS, ,0, -OK00135,SWT,PENS.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,7586119,167299912,7586119,ABRFC,LKR, ,0, -OK10314,SWT,FGIB.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,21773859,167299918,21773859,ABRFC,MC, ,0, -OK20502,SWT,TOMS.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,562485,167300241,562485,ABRFC,MC, ,0, -OK10317,SWT,DENI.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,426416,167300255,426416,ABRFC,LKR, ,0,gaged flowline directly downstream; Lake Texoma -OK02501,SWT,ARBU.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,19959986,167300271,19959986,ABRFC,KMS, ,19959986,link is inside WB. FlowlineID 19959986 is the outlet link. Also cant find in A2W. -AR00536,SWL,Millwood_Dam-Tailwater.Flow.Inst.1Hour.0.CCP-Comp,3747834,167300345,3747820,ABRFC,MC, ,0, -LA00181,MVK,Caddo Lake.Flow.Inst.1Hour.0.DCP-rev,1016769,167300381,1016769,LMRFC,KMS, ,0,Moved the gage to lake outflow -GA01701,SAS,Thurmond.Flow-Out.Ave.1Hour.1Hour.Raw-SCADA_SAS,22720897,167484077,6290331,SERFC,AM, ,0, -OH00019,LRH,Mohicanville-Outflow.Flow.Inst.1Hour.0.OBS,167484497,167484552,167484498,OHRFC,GID 2, ,0, -OH00016,LRH,Mohawk-Outflow.Flow.Inst.1Hour.0.OBS,167484595,167484603,167484595,OHRFC,GID 2, ,0,Linked to interior flowline. -OK22194,SWT,MCGE.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,167484717,167484743,167484717,ABRFC,KMS, ,0, -VA117001,SAW,ROA JHK.Flow-Out.Inst.1Hour.0.DSS,8653306,167496465,8653306,SERFC,KMS, ,0, -NE01048,NWDM,LAMC.Flow-Out.Ave.~1Day.1Day.Raw-CNPPID,17462840,167794979,17462840,MBRFC,KMS, ,0,Moved upstream to the lake outflow -KS00008,NWDM,MILD.Flow-Out.Ave.1Day.1Day.Best-NWK,5927298,167800866,5927296,MBRFC,MC, ,0,DA gage five flowlines downstream -OK10308,SWT,EUFA.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,512899,167801019,512899,ABRFC,LKR, ,0,Eufaula Lake -OK10301,SWT,ROBE.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,1543609,167801029,1543627,ABRFC,LKR, ,0, -MO82201,MVS,Mark Twain Lk-Salt.Flow-Out.Ave.~1Day.1Day.lakerep-rev,4867723,937110111,4867727,NCRFC,MC, ,0,DA gage 7 flowlines downstream -OK22200,SWT,SKIA.Flow-Res Out.Ave.1Hour.1Hour.Rev-Regi-Flowgroup,941070051,941070128,941070050,ABRFC,LKR, ,0,Skiatook Lake -PortHuron,LRE,PortHuron.Flow.Inst.0.0.shef-raw,13196034,4800004,13196034,NCRFC,MC, ,0,Snapped to DA gage flowline. Gage ID 04159130 diff --git a/Streamflow_Scripts/usgs_download/analysis/test_CWMS_Sites.py b/Streamflow_Scripts/usgs_download/analysis/test_CWMS_Sites.py deleted file mode 100755 index 83f3561c..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_CWMS_Sites.py +++ /dev/null @@ -1,44 +0,0 @@ -############################################################################### -# File name: make_time_slice_from_usgs_waterml.py -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: The driver to create NetCDF time slice files from USGS # -# real-time observations # -# # -############################################################################### - -import os, sys, time, urllib, getopt -import logging -from string import * -from datetime import datetime, timedelta -from CWMS_Sites import CWMS_Sites -import csv -#import Tracer - -""" - The driver to parse downloaded waterML 2.0 observations and - create time slices and write to NetCDF files - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: Aug. 26, 2015 -""" -def main(argv): - """ - function to get input arguments - """ - sites=CWMS_Sites( "./CWMS_outflow_sites_263_index.csv") - index = sites.getIndex( "SAJ", "S135-Pump.Flow.Inst.1Hour.0.SFWMD-WM") - print("index = " + index) - - -if __name__ == "__main__": - try: - main(sys.argv[1:]) - except Exception as e: - print("Failed to get program options." + str(e)) - - diff --git a/Streamflow_Scripts/usgs_download/analysis/test_ace_observation.py b/Streamflow_Scripts/usgs_download/analysis/test_ace_observation.py deleted file mode 100755 index fb722790..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_ace_observation.py +++ /dev/null @@ -1,47 +0,0 @@ -############################################################################### -# File name: make_time_slice_from_usgs_waterml.py -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: The driver to create NetCDF time slice files from USGS # -# real-time observations # -# # -############################################################################### - -import os, sys, time, urllib, getopt -import logging -from string import * -import xml.etree.ElementTree as etree -from datetime import datetime, timedelta -from ACE_Observation import ACE_Observation -from TimeSlice import TimeSlice -from Observation import Observation, All_Observations -from CWMS_Sites import CWMS_Sites -#import Tracer - -""" - The driver to parse downloaded waterML 2.0 observations and - create time slices and write to NetCDF files - Author: Zhengtao Cui (Zhengtao.Cui@noaa.gov) - Date: Aug. 26, 2015 -""" -def main(argv): - """ - function to get input arguments - """ - sites=CWMS_Sites( "./CWMS_outflow_sites_263_index.csv") - aceflow=ACE_Observation( "./test_data/SWT_AMES.Flow.Inst.1Hour.0.Ccp-Rev.xml", sites) - - irregularaceflow=ACE_Observation( "./test_data/SWF_TX08008-Gated_Total.Flow-Out.Ave.~1Day.1Day.Rev-SWF-REGI.xml", sites) - -if __name__ == "__main__": - try: - main(sys.argv[1:]) - except Exception as e: - print("Failed to get program options." + str(e)) - - diff --git a/Streamflow_Scripts/usgs_download/analysis/test_data/JSON/01122500.json b/Streamflow_Scripts/usgs_download/analysis/test_data/JSON/01122500.json deleted file mode 100755 index 37dd6c1b..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/JSON/01122500.json +++ /dev/null @@ -1,318 +0,0 @@ -{ - "name": "ns1:timeSeriesResponseType", - "declaredType": "org.cuahsi.waterml.TimeSeriesResponseType", - "scope": "javax.xml.bind.JAXBElement$GlobalScope", - "value": { - "queryInfo": { - "queryURL": "http://waterservices.usgs.gov/nwis/iv/sites=01122500&format=json¶meterCd=00060&period=PT6H", - "criteria": { - "locationParam": "[ALL:01122500]", - "variableParam": "[00060]", - "parameter": [] - }, - "note": [ - { - "value": "[ALL:01122500]", - "title": "filter:sites" - }, - { - "value": "[mode=PERIOD, period=PT6H, modifiedSince=null]", - "title": "filter:timeRange" - }, - { - "value": "methodIds=[ALL]", - "title": "filter:methodId" - }, - { - "value": "2024-06-12T22:59:53.807Z", - "title": "requestDT" - }, - { - "value": "7b15cfd0-290f-11ef-b8c9-005056beda50", - "title": "requestId" - }, - { - "value": "Provisional data are subject to revision. Go to http://waterdata.usgs.gov/nwis/help/?provisional for more information.", - "title": "disclaimer" - }, - { - "value": "caas01", - "title": "server" - } - ] - }, - "timeSeries": [ - { - "sourceInfo": { - "siteName": "SHETUCKET RIVER NEAR WILLIMANTIC, CT", - "siteCode": [ - { - "value": "01122500", - "network": "NWIS", - "agencyCode": "USGS" - } - ], - "timeZoneInfo": { - "defaultTimeZone": { - "zoneOffset": "-05:00", - "zoneAbbreviation": "EST" - }, - "daylightSavingsTimeZone": { - "zoneOffset": "-04:00", - "zoneAbbreviation": "EDT" - }, - "siteUsesDaylightSavingsTime": true - }, - "geoLocation": { - "geogLocation": { - "srs": "EPSG:4326", - "latitude": 41.70037644, - "longitude": -72.1820223 - }, - "localSiteXY": [] - }, - "note": [], - "siteType": [], - "siteProperty": [ - { - "value": "ST", - "name": "siteTypeCd" - }, - { - "value": "01100002", - "name": "hucCd" - }, - { - "value": "09", - "name": "stateCd" - }, - { - "value": "09015", - "name": "countyCd" - } - ] - }, - "variable": { - "variableCode": [ - { - "value": "00060", - "network": "NWIS", - "vocabulary": "NWIS:UnitValues", - "variableID": 45807197, - "default": true - } - ], - "variableName": "Streamflow, ft³/s", - "variableDescription": "Discharge, cubic feet per second", - "valueType": "Derived Value", - "unit": { - "unitCode": "ft3/s" - }, - "options": { - "option": [ - { - "name": "Statistic", - "optionCode": "00000" - } - ] - }, - "note": [], - "noDataValue": -999999.0, - "variableProperty": [], - "oid": "45807197" - }, - "values": [ - { - "value": [ - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T13:00:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T13:15:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T13:30:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T13:45:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T14:00:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T14:15:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T14:30:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T14:45:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T15:00:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T15:15:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T15:30:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T15:45:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T16:00:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T16:15:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T16:30:00.000-04:00" - }, - { - "value": "318", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T16:45:00.000-04:00" - }, - { - "value": "322", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T17:00:00.000-04:00" - }, - { - "value": "322", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T17:15:00.000-04:00" - }, - { - "value": "322", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T17:30:00.000-04:00" - }, - { - "value": "322", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T17:45:00.000-04:00" - }, - { - "value": "322", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T18:00:00.000-04:00" - }, - { - "value": "322", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T18:15:00.000-04:00" - }, - { - "value": "322", - "qualifiers": [ - "P" - ], - "dateTime": "2024-06-12T18:30:00.000-04:00" - } - ], - "qualifier": [ - { - "qualifierCode": "P", - "qualifierDescription": "Provisional data subject to revision.", - "qualifierID": 0, - 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100755 index 1e3649ee..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/01122500.xml +++ /dev/null @@ -1 +0,0 @@ -USGS.01122500Timeseries collected at SHETUCKET RIVER NEAR WILLIMANTIC, CT2024-06-12T18:53:25.608-04:002024-06-12T13:00:00-04:002024-06-12T18:30:00-04:002024-06-12T18:30:00-04:000000041.70037644 -72.1820223P2024-06-12T13:00:00-04:003182024-06-12T13:15:00-04:003182024-06-12T13:30:00-04:003182024-06-12T13:45:00-04:003182024-06-12T14:00:00-04:003182024-06-12T14:15:00-04:003182024-06-12T14:30:00-04:003182024-06-12T14:45:00-04:003182024-06-12T15:00:00-04:003182024-06-12T15:15:00-04:003182024-06-12T15:30:00-04:003182024-06-12T15:45:00-04:003182024-06-12T16:00:00-04:003182024-06-12T16:15:00-04:003182024-06-12T16:30:00-04:003182024-06-12T16:45:00-04:003182024-06-12T17:00:00-04:003222024-06-12T17:15:00-04:003222024-06-12T17:30:00-04:003222024-06-12T17:45:00-04:003222024-06-12T18:00:00-04:003222024-06-12T18:15:00-04:003222024-06-12T18:30:00-04:00322 \ No newline at end of file diff --git a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/0208111310.xml b/Streamflow_Scripts/usgs_download/analysis/test_data/XML/0208111310.xml deleted file mode 100755 index 868f7214..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/0208111310.xml +++ /dev/null @@ -1 +0,0 @@ -USGS.0208111310Timeseries collected at CASHIE RIVER AT SR1257 NEAR WINDSOR, NC2024-06-14T14:30:56.186-04:002024-06-14T08:45:00-04:002024-06-14T14:15:00-04:002024-06-14T14:15:00-04:000000036.04777778 -76.9841667P2024-06-14T08:45:00-04:000.642024-06-14T09:00:00-04:000.642024-06-14T09:15:00-04:000.642024-06-14T09:30:00-04:000.642024-06-14T09:45:00-04:000.642024-06-14T10:00:00-04:000.642024-06-14T10:15:00-04:000.642024-06-14T10:30:00-04:000.642024-06-14T10:45:00-04:000.642024-06-14T11:00:00-04:000.642024-06-14T11:15:00-04:000.642024-06-14T11:30:00-04:000.642024-06-14T11:45:00-04:000.642024-06-14T12:00:00-04:000.642024-06-14T12:15:00-04:000.642024-06-14T12:30:00-04:000.642024-06-14T12:45:00-04:000.642024-06-14T13:00:00-04:000.642024-06-14T13:15:00-04:000.642024-06-14T13:30:00-04:000.642024-06-14T13:45:00-04:000.642024-06-14T14:00:00-04:000.642024-06-14T14:15:00-04:000.64 \ No newline at end of file diff --git a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/02186645.xml b/Streamflow_Scripts/usgs_download/analysis/test_data/XML/02186645.xml deleted file mode 100755 index 0cc7a3e4..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/02186645.xml +++ /dev/null @@ -1 +0,0 @@ -USGS.02186645Timeseries collected at CONEROSS CK NR SENECA, SC2024-06-13T15:35:04.744-04:002024-06-13T09:45:00-04:002024-06-13T15:15:00-04:002024-06-13T15:15:00-04:000000034.64926575 -82.9915382P2024-06-13T09:45:00-04:0055.92024-06-13T10:00:00-04:0055.92024-06-13T10:15:00-04:0056.92024-06-13T10:30:00-04:0055.92024-06-13T10:45:00-04:0056.92024-06-13T11:00:00-04:0056.92024-06-13T11:15:00-04:0056.92024-06-13T11:30:00-04:0056.92024-06-13T11:45:00-04:0056.92024-06-13T12:00:00-04:0057.92024-06-13T12:15:00-04:0056.92024-06-13T12:30:00-04:0056.92024-06-13T12:45:00-04:0056.92024-06-13T13:00:00-04:0057.92024-06-13T13:15:00-04:0056.92024-06-13T13:30:00-04:0056.92024-06-13T13:45:00-04:0056.92024-06-13T14:00:00-04:0055.92024-06-13T14:15:00-04:0056.92024-06-13T14:30:00-04:0055.92024-06-13T14:45:00-04:0056.92024-06-13T15:00:00-04:0055.92024-06-13T15:15:00-04:0055.9 \ No newline at end of file diff --git a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/02289060.xml b/Streamflow_Scripts/usgs_download/analysis/test_data/XML/02289060.xml deleted file mode 100755 index f79def82..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/02289060.xml +++ /dev/null @@ -1 +0,0 @@ -USGS.02289060Timeseries collected at TAMIAMI CANAL OUTLETS L-30 TO L-67A NR MIAMI, FL2024-06-12T20:30:11.315-04:002024-06-12T14:45:00-04:002024-06-12T19:45:00-04:002024-06-12T19:45:00-04:000000025.76114167 -80.5617056P2024-06-12T14:45:00-04:00Rat2024-06-12T15:00:00-04:00Rat2024-06-12T15:15:00-04:00Rat2024-06-12T15:30:00-04:00Rat2024-06-12T15:45:00-04:00Rat2024-06-12T16:00:00-04:00Rat2024-06-12T16:15:00-04:00Rat2024-06-12T16:30:00-04:00Rat2024-06-12T16:45:00-04:00Rat2024-06-12T17:00:00-04:00Rat2024-06-12T17:15:00-04:00Rat2024-06-12T17:30:00-04:00Rat2024-06-12T17:45:00-04:00Rat2024-06-12T18:00:00-04:00Rat2024-06-12T18:15:00-04:00Rat2024-06-12T18:30:00-04:00Rat2024-06-12T18:45:00-04:00Rat2024-06-12T19:00:00-04:00Rat2024-06-12T19:15:00-04:00Rat2024-06-12T19:30:00-04:00Rat2024-06-12T19:45:00-04:00Rat \ No newline at end of file diff --git a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/07027005.xml b/Streamflow_Scripts/usgs_download/analysis/test_data/XML/07027005.xml deleted file mode 100755 index 74ac77f9..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/07027005.xml +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/08329918.xml b/Streamflow_Scripts/usgs_download/analysis/test_data/XML/08329918.xml deleted file mode 100755 index 480442f2..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/08329918.xml +++ /dev/null @@ -1 +0,0 @@ -USGS.08329918Timeseries collected at RIO GRANDE AT ALAMEDA BRIDGE AT ALAMEDA, NM2024-06-12T16:55:32.485-04:002024-06-12T09:00:00-06:002024-06-12T14:30:00-06:002024-06-12T14:30:00-06:000000035.1977222 -106.6427778P2024-06-12T09:00:00-06:001470e2024-06-12T09:15:00-06:001470e2024-06-12T09:30:00-06:001450e2024-06-12T09:45:00-06:001450e2024-06-12T10:00:00-06:001470e2024-06-12T10:15:00-06:001470e2024-06-12T10:30:00-06:001470e2024-06-12T10:45:00-06:001470e2024-06-12T11:00:00-06:001470e2024-06-12T11:15:00-06:001470e2024-06-12T11:30:00-06:001450e2024-06-12T11:45:00-06:001450e2024-06-12T12:00:00-06:001450e2024-06-12T12:15:00-06:001470e2024-06-12T12:30:00-06:001450e2024-06-12T12:45:00-06:001470e2024-06-12T13:00:00-06:001470e2024-06-12T13:15:00-06:001470e2024-06-12T13:30:00-06:001450e2024-06-12T13:45:00-06:001450e2024-06-12T14:00:00-06:001430e2024-06-12T14:15:00-06:001450e2024-06-12T14:30:00-06:001430e \ No newline at end of file diff --git a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/09423000.xml b/Streamflow_Scripts/usgs_download/analysis/test_data/XML/09423000.xml deleted file mode 100755 index aca96e52..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/09423000.xml +++ /dev/null @@ -1 +0,0 @@ -USGS.09423000Timeseries collected at COLORADO RIVER BELOW DAVIS DAM, AZ-NV2024-06-12T18:59:51.605-04:002024-06-12T10:00:00-07:002024-06-12T15:30:00-07:002024-06-12T15:30:00-07:000000035.19166556 -114.5721876P2024-06-12T10:00:00-07:00Dis2024-06-12T10:15:00-07:00Dis2024-06-12T10:30:00-07:00Dis2024-06-12T10:45:00-07:00Dis2024-06-12T11:00:00-07:00Dis2024-06-12T11:15:00-07:00Dis2024-06-12T11:30:00-07:00Dis2024-06-12T11:45:00-07:00Dis2024-06-12T12:00:00-07:00Dis2024-06-12T12:15:00-07:00Dis2024-06-12T12:30:00-07:00Dis2024-06-12T12:45:00-07:00Dis2024-06-12T13:00:00-07:00Dis2024-06-12T13:15:00-07:00Dis2024-06-12T13:30:00-07:00Dis2024-06-12T13:45:00-07:00Dis2024-06-12T14:00:00-07:00Dis2024-06-12T14:15:00-07:00Dis2024-06-12T14:30:00-07:00Dis2024-06-12T14:45:00-07:00Dis2024-06-12T15:00:00-07:00Dis2024-06-12T15:15:00-07:00Dis2024-06-12T15:30:00-07:00Dis \ No newline at end of file diff --git a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/16296500.xml b/Streamflow_Scripts/usgs_download/analysis/test_data/XML/16296500.xml deleted file mode 100755 index 99d3fe63..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/XML/16296500.xml +++ /dev/null @@ -1 +0,0 @@ -USGS.16296500Timeseries collected at Kahana Str at alt 30 ft nr Kahana, Oahu, HI2024-06-12T16:58:53.968-04:002024-06-12T05:00:00-10:002024-06-12T10:45:00-10:002024-06-12T10:45:00-10:000000021.5406111 -157.8825556P2024-06-12T05:00:00-10:0021.5e2024-06-12T05:05:00-10:0021.5e2024-06-12T05:10:00-10:0021.5e2024-06-12T05:15:00-10:0021.7e2024-06-12T05:20:00-10:0021.7e2024-06-12T05:25:00-10:0021.9e2024-06-12T05:30:00-10:0021.9e2024-06-12T05:35:00-10:0021.9e2024-06-12T05:40:00-10:0021.9e2024-06-12T05:45:00-10:0022.1e2024-06-12T05:50:00-10:0022.1e2024-06-12T05:55:00-10:0022.1e2024-06-12T06:00:00-10:0022.3e2024-06-12T06:05:00-10:0022.1e2024-06-12T06:10:00-10:0022.3e2024-06-12T06:15:00-10:0022.3e2024-06-12T06:20:00-10:0022.3e2024-06-12T06:25:00-10:0022.3e2024-06-12T06:30:00-10:0022.3e2024-06-12T06:35:00-10:0022.3e2024-06-12T06:40:00-10:0022.3e2024-06-12T06:45:00-10:0022.3e2024-06-12T06:50:00-10:0022.5e2024-06-12T06:55:00-10:0022.3e2024-06-12T07:00:00-10:0022.5e2024-06-12T07:05:00-10:0022.3e2024-06-12T07:10:00-10:0022.3e2024-06-12T07:15:00-10:0022.3e2024-06-12T07:20:00-10:0022.3e2024-06-12T07:25:00-10:0022.3e2024-06-12T07:30:00-10:0022.3e2024-06-12T07:35:00-10:0022.3e2024-06-12T07:40:00-10:0022.3e2024-06-12T07:45:00-10:0022.1e2024-06-12T07:50:00-10:0022.1e2024-06-12T07:55:00-10:0022.1e2024-06-12T08:00:00-10:0022.1e2024-06-12T08:05:00-10:0022.1e2024-06-12T08:10:00-10:0022.1e2024-06-12T08:15:00-10:0022.1e2024-06-12T08:20:00-10:0022.1e2024-06-12T08:25:00-10:0021.9e2024-06-12T08:30:00-10:0021.9e2024-06-12T08:35:00-10:0021.9e2024-06-12T08:40:00-10:0021.9e2024-06-12T08:45:00-10:0021.9e2024-06-12T08:50:00-10:0021.7e2024-06-12T08:55:00-10:0021.7e2024-06-12T09:00:00-10:0021.7e2024-06-12T09:05:00-10:0021.7e2024-06-12T09:10:00-10:0021.7e2024-06-12T09:15:00-10:0021.5e2024-06-12T09:20:00-10:0021.5e2024-06-12T09:25:00-10:0021.5e2024-06-12T09:30:00-10:0021.5e2024-06-12T09:35:00-10:0021.5e2024-06-12T09:40:00-10:0021.5e2024-06-12T09:45:00-10:0021.5e2024-06-12T09:50:00-10:0021.3e2024-06-12T09:55:00-10:0021.3e2024-06-12T10:00:00-10:0021.3e2024-06-12T10:05:00-10:0021.3e2024-06-12T10:10:00-10:0021.3e2024-06-12T10:15:00-10:0021.3e2024-06-12T10:20:00-10:0021.3e2024-06-12T10:25:00-10:0021.3e2024-06-12T10:30:00-10:0021.3e2024-06-12T10:35:00-10:0021.3e2024-06-12T10:40:00-10:0021.3e2024-06-12T10:45:00-10:0021.1e \ No newline at end of file diff --git a/Streamflow_Scripts/usgs_download/analysis/test_data/diffDischargeQuality.sh b/Streamflow_Scripts/usgs_download/analysis/test_data/diffDischargeQuality.sh deleted file mode 100755 index 89008bd1..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/test_data/diffDischargeQuality.sh +++ /dev/null @@ -1,22 +0,0 @@ -#!/usr/bin/env bash - -module load nco -module load cdo -fullO=$1 -splitO=$2 -rm -f diff.txt $fullO.txt $splitO.txt - -#ncdump -b f $fullO > $fullO.txt -#ncdump -b f $splitO > $splitO.txt - -ncdump -v discharge,discharge_quality -p 4 $fullO > $fullO.txt -ncdump -v discharge,discharge_quality -p 4 $splitO > $splitO.txt - -diff $fullO.txt $splitO.txt > diff.txt -filesize=$(stat -c%s diff.txt) -if [[ $filesize -ne 0 ]]; then - echo "Diff found" - more diff.txt -else - echo "Diff not found." -fi diff --git a/Streamflow_Scripts/usgs_download/analysis/time_slice_job_cray.bsub b/Streamflow_Scripts/usgs_download/analysis/time_slice_job_cray.bsub deleted file mode 100755 index ec1659d6..00000000 --- a/Streamflow_Scripts/usgs_download/analysis/time_slice_job_cray.bsub +++ /dev/null @@ -1,30 +0,0 @@ -#!/bin/bash - -############################################################################### -# File name: timeslice_job_cray.bash # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: Submit the USGS time slice job to the WCOSS Cray machines # -# # -############################################################################### - -#BSUB -J time_slice_for_da # Job name -#BSUB -o time_slice_for_da.out # output filename -#BSUB -e time_slice_for_da.err # error filename -#BSUB -L /bin/sh # shell script -#BSUB -q "dev_shared" # queue -#BSUB -W 00:30 # wallclock time - timing require to complete run -#BSUB -P "OHD-T2O" # Project name -#BSUB -R 'span[ptile=10]' -#BSUB -M 2048 where ## is memory in MB - -source $HOME/.bashrc - -find /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices -mtime +5 -exec rm {} \; - -/gpfs/hps/nwc/save/Zhengtao.Cui/chps-wrf-hydro/usgs_download/analysis/make_time_slice_from_usgs_waterml.py -i /gpfs/hps/nwc/noscrub/Zhengtao.Cui/usgs_flow -o /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices > /gpfs/hps/nwc/noscrub/Zhengtao.Cui/time_slices.log diff --git a/Streamflow_Scripts/usgs_download/exnwm_usgs_timeslices.sh b/Streamflow_Scripts/usgs_download/exnwm_usgs_timeslices.sh deleted file mode 100755 index df165aeb..00000000 --- a/Streamflow_Scripts/usgs_download/exnwm_usgs_timeslices.sh +++ /dev/null @@ -1,131 +0,0 @@ -#!/usr/bin/env bash - -############################################################################### -# Program Name: nwm_usgs_timeslices # -# # -# Author(s)/Contact(s): NWC # -# # -# This is regriding USGS time slices creation # -# # -# Input: /lfs/h1/ops/prod/dcom/usgs_streamflow # -# # -# Output: YYYY-MM-DD_HH:mm:00.15min.usgsTimeSlice.ncdf # -# # -# For non-fatal errors output is witten to $DATA/LOGS # -# # -# Origination Feb, 2016 # -# OWP 12/07/2021 Port to WCOSS2 system # -# OWP 06/18/2024 Change Water ML 2.0 to Json data format # -# # -############################################################################### -# --------------------------------------------------------------------------- # -seton='-xa' -setoff='+xa' - -postmsg "$pgmout" "HAS BEGUN on `hostname`" -msg="Starting USGS real time time slices creation at `date`" -postmsg "$pgmout" "$msg" - -source $USHnwm/usgs_download/analysis/nwmcopy.sh - -set $setoff -echo ' ' -echo '********************************' -echo '** NWM USGS TIME SLICES **' -echo '********************************' -echo -e "\nStarting $0 at : `date`\n" -set $seton - -if [ ! -e $COMOUT/usgs_timeslices ]; then - mkdir -p $COMOUT/usgs_timeslices -fi - -################################# -# copy raw data files to local working dir -################################# -if [ ! -e $DATA/rawdatafiles ]; then - mkdir -p $DATA/rawdatafiles -fi - -for file in $DCOM/*.json -do - test -f "$file" || continue - cpfs $file $DATA/rawdatafiles -done -################################# -# copy existing data files -################################# -nwm_copy usgs_timeslices - -postmsg "$pgmout" "Execute $USHnwm/usgs_download/analysis/make_time_slice_from_usgs_waterml.py" -postmsg "$pgmout" "$USHnwm/usgs_download/analysis/make_time_slice_from_usgs_waterml.py depends on:" -postmsg "$pgmout" "$USHnwm/usgs_download/analysis/TimeSlice.py and $USHnwm/usgs_download/analysis/USGS_Observation.py" - -python $USHnwm/usgs_download/analysis/make_time_slice_from_usgs_waterml.py \ - -i $DATA/rawdatafiles -o $DATA >> $pgmout 2>&1 - -#$USHnwm/usgs_download/analysis/make_time_slice_from_usgs_waterml.py \ -# -i $DCOM -o $DATA >> $pgmout 2>&1 - -export err=$? #; err_chk - -if [ "$err" -ne 0 ]; then - errMsg=$(sed -n 's/^.* - __main__ - ERROR - //p' $pgmout) - - if [ ! -z "$errMsg" ]; then - echo -e "\n${jobid} failed because:\n\t${errMsg}\n" >> emailMsg - fi - - cat emailMsg | mail.py -v -s "ERROR: NWM USGS timeslice job Failed" $maillist2 -else - errMsg=$(sed -n 's/^[0-2][0-9]\{3\}-[01][0-9]-[0-3][0-9] [0-9:,]* - __main__ - WARNING - \(Input directory\)/\1/p' $pgmout) - - if [ "$errMsg" == "Input directory ${DATA}/rawdatafiles has no USGS Json files or the files are empty!" ]; then - hour=$(date +"%H"); min=$(date +"%M") - DISABLE_EMAIL=${DISABLE_USGS_EMAIL_ENV:-NO} - # - # Only send the warning message every other hour between minutes 10 to - # 25 - # - if [[ "$DISABLE_EMAIL" == "NO" && $((10#$hour % 2)) == 0 && \ - "$min" -ge 10 && "$min" -lt 25 ]]; then - errMsg="Input directory ${DCOM} has no USGS Json files or the files are empty!" - echo -e "\n${jobid} WARNING:\n\t${errMsg}\n" >> emailMsg - cat emailMsg | mail.py -v -s "WARNING: NWM USGS timeslice job has empty input" $maillist2 - else - postmsg "$pgmout" "WARNING: $errMsg" - fi - else - err_chk - - # - # send output time slice files to /com - # - if [ "$SENDCOM" == "YES" ]; then - nwm_postcopy usgs_timeslices usgsTimeSlice.ncdf - fi - fi -fi - -export err=$?; err_chk - -postmsg "$pgmout" "Finishing USGS real time time slices creation on `date`." - -#----------------------------------- -# Save log file to $COMOUT/logs -#---------------------------------- -if [ ! -e $COMOUT/logs ]; then - mkdir -p $COMOUT/logs -fi - -if [ -e $DATAlogs ]; then - gzip $pgmout - cp -rf ${pgmout}.gz $COMOUT/logs -fi - -export err=$?; err_chk - -set $setoff -echo ' ' -echo -e "\nEnding at : `date`\n" -echo '***********************************' diff --git a/Streamflow_Scripts/usgs_download/stream_flow_download/README.TXT b/Streamflow_Scripts/usgs_download/stream_flow_download/README.TXT deleted file mode 100755 index 52afd306..00000000 --- a/Streamflow_Scripts/usgs_download/stream_flow_download/README.TXT +++ /dev/null @@ -1,25 +0,0 @@ -1) To start the download processes, at the prompt, - -./run_usgs.sh - -or put this script in a cron job. It will clear the log file every day at 5:28. - -Output is saved in the directory pointed to by the $OUTDIR variable. You can change the output directory by redefining the $OUTDIR variable in run_usgs.sh - -The log file is saved to the file defined by the $log variable. You can change the log file by modifying the $log variable in the run_usgs.sh. - -The log file is reset daily at 5:28. To change the time, redefine the $RESETLOGAT variable. - -The empty file, 'fetch_data_last_success', in the output directory is touched at every successful download. It can be used to monitor the program. - -- To kill run_usgs.sh -ps -ef|grep parallel_download_master.py -kill -9 `pgrep -f parallel_download_master.py` - -- Here is the URL to download usgs stream flow data -SITE_NO=05018000 - -#site URL = https://waterservices.usgs.gov/nwis/iv/?sites=05018000&format=waterml,2.0¶meterCd=00060&period=PT6H -site URL = https://waterservices.usgs.gov/nwis/iv/?sites=05018000&format=json¶meterCd=00060&period=PT6H - -2024-04-30 17:29:55.757442 --- Successfully downloaded stream flow data for station: 05018000 diff --git a/Streamflow_Scripts/usgs_download/stream_flow_download/fetch_sites.py b/Streamflow_Scripts/usgs_download/stream_flow_download/fetch_sites.py deleted file mode 100755 index e1a2e34c..00000000 --- a/Streamflow_Scripts/usgs_download/stream_flow_download/fetch_sites.py +++ /dev/null @@ -1,84 +0,0 @@ -#!/usr/bin/env python - -############################################################################### -# Module name: fetch_sites # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: Download real time stream flow data from the USGS server for # -# a given list of stations. # -# # -# 06/11/2024 ChamP Replaced "waterml,2.0" with "json" format in queries to # -# the USGS data service. # -############################################################################### - -import os, sys, time, urllib.request, getopt -from string import * -import datetime -import json - -def fetch_sites( site_nos, odir, failed_sites ): - """ - Download real time stream flow data from the USGS server for - a given list of stations. - - Input: site_nos - list of USGS station numbers - odir - the output directory - failed_sites: list of USGS station numbers that failed to - download - """ - - # - # Loop through each station - # - for site_no in site_nos: - # - # Construct the query URL - # - #URL = ( 'https://staging.waterservices.usgs.gov/nwis/iv/?sites='+ - URL = ( 'https://waterservices.usgs.gov/nwis/iv/?sites='+ - site_no+ - '&format=json¶meterCd=00060&period=PT6H' ) - #'&format=waterml,2.0¶meterCd=00060&period=PT6H' ) - # - # Connect to the server - # - try: - rno = urllib.request.urlopen(URL) - except IOError as e: - print( 'WARNING: site : ', site_no, ' skipped - ') #, e.reason - # - # If failed, remember the station no and continue - # - failed_sites.append( site_no ) - continue - - # - # Write the real time flow data to waterML files - # - jso = open(odir+'/'+site_no+'.json','w') - - try: - json_data = json.loads(rno.read().decode('utf-8')) - json.dump(json_data, jso, indent=2) - - with open( odir + '/fetch_data_last_success', 'a'): - os.utime( odir + '/fetch_data_last_success', None ) - print( datetime.datetime.now(), end = " --- " ) - print( 'Successfully downloaded stream flow data for station: ', site_no) - except IOError as e: - print( datetime.datetime.now(), end = " --- " ) - print( 'WARNING: station : ', site_no, ' skipped - ') #, e.reason - failed_sites.append( site_no ) - continue - - # - # Close the connection and WaterML files - # - rno.close() - jso.close() - return diff --git a/Streamflow_Scripts/usgs_download/stream_flow_download/find_changed_site_for_huc.py b/Streamflow_Scripts/usgs_download/stream_flow_download/find_changed_site_for_huc.py deleted file mode 100755 index 5aaa5ac6..00000000 --- a/Streamflow_Scripts/usgs_download/stream_flow_download/find_changed_site_for_huc.py +++ /dev/null @@ -1,135 +0,0 @@ -#!/usr/bin/env python - -############################################################################### -# Module name: find_changed_site_for_huc # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: 1) Find the stations that have updated data for a given HUC # -# and time interval. # -# 2) Download real time data for the list of stations found. # -# # -############################################################################### - -import os, sys, time, urllib.request, getopt, copy -from string import * -import datetime -import fetch_sites - -# -# - -def find_changed_sites_for_huc( huc, timeSinceLast, odir, site_noL, \ - total_num_of_sites ): - """ - 1) Find the stations that have updated data for a given HUC and - time interval. - 2) Download real time data for the list of stations found. - - Input: huc - the given HUC - timeSinceLast - time in minutes since last download from this HUC - odir - output directory - - Output: site_noL - list of site numbers that have changed data - total_num_of_sites - not used - """ - - # - # Consturct an url for the USGS server - # -# URL = ( 'https://staging.waterdata.usgs.gov/nwis/current?huc2_cd=' + - URL = ( 'https://waterdata.usgs.gov/nwis/current?huc2_cd=' + - str(huc).zfill(2) + - '&result_md=1&result_md_minutes='+ - str( int(round( timeSinceLast ) ) )+ - '&index_pmcode_00060=3&format=rdb' ) - - print( 'HUC URL = ', URL ) - - # - # Connect to the USGS server - # - try: - rno = urllib.request.urlopen(URL) - except IOError as e: - print ( 'Failed connecting to the server. No data was downloaded!' ) - # print ( 'Reason: ', e.reason ) - return - - # - # Download the station list - # - try: - linesL = rno.read().decode('utf-8').split('\n') - except IOError as e: - print( datetime.datetime.now(), end = " --- " ) - print( 'Failed reading the server. No data was downloaded!' ) - # print ( 'Reason: ', e.reason ) - return - - # - # Close the connection - # - rno.close() - # - # Parse the webpage and get the station names. - # - if linesL[0] == 'No sites/data found using ' \ - 'the selection criteria specified ': - print('WARN: ', linesL[ 0 ], ' for huc ', huc ) - site_noL = [] - return - - del linesL[-1] - try: - while 1: - if linesL[0][0] == '#': - del linesL[0] - else: - del linesL[0] - del linesL[0] - break - for line in linesL: - site_noL.append(line.split('\t')[1]) - except LookupError as e: - print( datetime.datetime.now(), end = " --- " ) - print ( 'WARNING: Failed reading the changed sites for HUC ' + str(huc).zfill(2) + "!" ) - print ( 'Reason: ', e.reason ) - return - - - print( datetime.datetime.now(), end = " --- " ) - print( 'Successfully downloaded site numbers of changed sites for HUC ' + str(huc).zfill(2) + "!" ) - print( 'num. of stations changed = ', len(site_noL) ) - - failed_sites = [] - - # - # Start download the real time stream flow data for the - # list of stations that have updated data. - # - fetch_sites.fetch_sites( site_noL, odir, failed_sites ) - # - # Some stations may fail during the downloading, then wait for 10 seconds, - # and try again - # - if len( failed_sites ) > 0: - print ('There are ', len(failed_sites), ' failed sites, try again ......') - #sleep 10 seconds - time.sleep( 10 ) - site_noL = copy.deepcopy( failed_sites ) - - # - # Re-do the downloading - # - fetch_sites.fetch_sites( site_noL, odir, failed_sites ) - - print( datetime.datetime.now(), end = " --- " ) - print ('Done retry ', len(failed_sites), ' of failed sites.') - - - return diff --git a/Streamflow_Scripts/usgs_download/stream_flow_download/parallel_download_master.py b/Streamflow_Scripts/usgs_download/stream_flow_download/parallel_download_master.py deleted file mode 100755 index 7810f018..00000000 --- a/Streamflow_Scripts/usgs_download/stream_flow_download/parallel_download_master.py +++ /dev/null @@ -1,93 +0,0 @@ -#!/usr/bin/env python -############################################################################### -# File name: parallel_download_master.py -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: The master process that connect the USGS real-time flow data # -# server and download real-time data for each HUC using # -# three cocurrent process. # -# # -############################################################################### - -import sys, time, os -import multiprocessing -import find_changed_site_for_huc -import usgs_iv_retrieval - -if __name__ == "__main__": - odir = usgs_iv_retrieval.main(sys.argv[1:]) - -# -# Initialize the list of HUCs and process -# -proc_hucs = dict( [ ('2604', [2, 17, 12, 18, 8, 13, 20 ] ), \ - ('2634', [10, 5, 4, 1, 16, 6, 19 ] ), \ - ('2920', [3, 7, 11, 15, 14, 9, 21 ] ) ] ) - -# -# Start the downloading process -# the total number of stations for the above HUCs is 2604 -# -procs= dict() -for proc, hucs in iter( proc_hucs.items() ): - procs[ proc] = multiprocessing.Process( name= proc,\ - target=usgs_iv_retrieval.download_for_hucs,\ - args=( odir, hucs, proc ) ) - -for p in procs.values(): - print( 'start : ', p.name ) - p.start() - -while True: - - time.sleep( 2*3600 ) - - proc_restarted = [] - for p in procs.values(): - if p.is_alive(): - if os.path.isfile( odir + '/usgs_iv_retrieval_' + p.name ): - t = os.stat( odir + '/usgs_iv_retrieval_' + p.name ) - c = t.st_mtime - if c < time.time() - 180 : - print( 'process: ', p.name, 'stalled!!') - # restart - p.terminate() - pr = multiprocessing.Process( name= p.name,\ - target=usgs_iv_retrieval.download_for_hucs,\ - args=( odir, proc_hucs[ p.name ], p.name ) ) - proc_restarted.append( pr ) - pr.start() - print( 'restarted : ', p.name ) - else: - print( 'process: ', p.name, 'status file doesn\'t exist') - p.terminate() - pr = multiprocessing.Process( name= p.name,\ - target=usgs_iv_retrieval.download_for_hucs,\ - args=( odir, proc_hucs[ p.name ], p.name ) ) - proc_restarted.append( pr ) - pr.start() - print( 'process: ', p.name, 'restarted :' ) - else: - - print( 'process: ', p.name, ' is not alive.') - p.terminate() - pr = multiprocessing.Process( name= p.name,\ - target=usgs_iv_retrieval.download_for_hucs,\ - args=( odir, proc_hucs[ p.name ], p.name ) ) - proc_restarted.append( pr ) - print( 'process: ', p.name, 'restarted :') - pr.start() - - if proc_restarted: - for p in proc_restarted: - procs[ p.name ] = p - -for p in procs.values(): - p.join() - print( '%s.exitcode = %s' % (p.name, p.exitcode) ) - diff --git a/Streamflow_Scripts/usgs_download/stream_flow_download/run_usgs.sh b/Streamflow_Scripts/usgs_download/stream_flow_download/run_usgs.sh deleted file mode 100755 index d9d23eb4..00000000 --- a/Streamflow_Scripts/usgs_download/stream_flow_download/run_usgs.sh +++ /dev/null @@ -1,70 +0,0 @@ -#!/bin/bash - -############################################################################### -# File name: run_usgs.sh # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 12/5/2019 # -# Changed python/2.7.14 to default python module, python/3.6.3 # -# # -# Description: Run the USGS Stream Flow scripts # -# Supported by the NWS Water Predication Center # -# # -# # -############################################################################### - -module unload python -module load python -module list - -#cd /lfs/h1/owp/nwm/noscrub/$LOGNAME/test/packages/nwm.v3.1.0/ush/usgs_download/stream_flow_download - -#log=$DBNROOT/user/usgs_download/parallel_download_master.log -log=/lfs/h1/owp/ptmp/$LOGNAME/usgs/usgs_download.log - -#OUTDIR=$DCOMROOT/${envir}/usgs_streamflow -OUTDIR=/lfs/h1/owp/ptmp/$LOGNAME/usgs - -touchfiles=("$OUTDIR/usgs_iv_retrieval_2604" \ - "$OUTDIR/usgs_iv_retrieval_2634" \ - "$OUTDIR/usgs_iv_retrieval_2920") - -PARALLEL_DOWNLOAD_MASTER=./parallel_download_master.py - -DATE=`/bin/date +%H:%M` - -RESETLOGAT="05:28" - -# Check if process is already running with this package -if pgrep -f parallel_download_master.py > /dev/null 2>&1 -then - echo "Message: parallel_download_master.py package is running" - if [ "$DATE" = "$RESETLOGAT" ] - then - echo "Message: reset USGS parallel_download_master log file" - rm $log - fi - - for f in ${touchfiles[@]} - do - timediff=$((`date +%s` - `stat -c "%Y" $f`)) - if [ $timediff -gt $(( 3600 * 2 )) ] #three hours - then - echo "Message: touch file $f is older than 3 hours" - echo "Message: restart USGS parallel_download_master.py" - kill -9 `pgrep -f parallel_download_master.py` - nohup $PARALLEL_DOWNLOAD_MASTER -o $OUTDIR >> $log 2>&1 & - echo "Message: done restart USGS parallel_download_master.py" - break - fi - - done - -else - echo "Message: parallel_download_master.py package NOT running" - nohup $PARALLEL_DOWNLOAD_MASTER -o $OUTDIR >> $log 2>&1 & -fi -exit diff --git a/Streamflow_Scripts/usgs_download/stream_flow_download/usgs_iv_retrieval.py b/Streamflow_Scripts/usgs_download/stream_flow_download/usgs_iv_retrieval.py deleted file mode 100755 index 1a2e3c9c..00000000 --- a/Streamflow_Scripts/usgs_download/stream_flow_download/usgs_iv_retrieval.py +++ /dev/null @@ -1,188 +0,0 @@ -#!/usr/bin/env python - -############################################################################### -# Module name: usgs_iv_retrieval # -# # -# Author : Zhengtao Cui (Zhengtao.Cui@noaa.gov) # -# # -# Initial version date: # -# # -# Last modification date: 7/12/2017 # -# # -# Description: The main function to download real time stream flow -# # -############################################################################### - -import os, sys, time, urllib, getopt, copy -from string import * -import datetime -import find_changed_site_for_huc - - -def main(argv): - """ - Function to get output directory - - Return: Output directory - """ - outputdir = '' - try: - opts, args = getopt.getopt(argv,"h:o:",["odir="]) - except getopt.GetoptError: - print( 'usgs_iv_retrieval.py -o ' ) - sys.exit(2) - for opt, arg in opts: - if opt == '-h': - print( 'usgs_iv_retrieval.py -o ' ) - sys.exit() - elif opt in ("-o", "--odir"): - outputdir = arg - if not os.path.exists( outputdir ): - os.makedirs( arg ) - - print( 'Output dir is "', outputdir ) - return outputdir - -def cleanup_dir( path, numberofdays ): - """ - Delete files older than number of days in a given directory - Input: path - the given directory - numberofdays - number of days older - """ - if not os.path.isdir(path ): - return - - now = time.time() - cutoff = now - ( numberofdays * 86400 ) - files = os.listdir( path ) - for onefile in files: - if os.path.isfile( path + '/' + onefile ): - t = os.stat( path + '/' + onefile ) - c = t.st_mtime - if c < cutoff : - os.remove( path + '/' + onefile ) - return - -def usgs_iv_retrieval( odir, download_id, hucs ): - """ - The main function to download real time stream flow - - Input: odir - Output directory - download_id - The unique identifier of the download process - hucs - list of HUCs - """ - -# -# For the first loop, get all stations that have data upated in the last 15 minutes. -# In the following loops, use the actual time interval between the loops -# - timeSinceLast = 15 -# -# Time stamp when the process starts -# - URL_start = [ time.time()] * len( hucs ) - - firstloop = True -# -# Got to the infinite loop -# - while True: - - # - # touch a file and update the time stamp to indicate it is alive - # - with open( odir + '/usgs_iv_retrieval_' + download_id, 'a'): - os.utime( odir + '/usgs_iv_retrieval_' + download_id, None ) -# -# remove files older than two days in the output directory -# -# NCO is using a cron job to remove old files. So don't delete old file here -# print 'cleaning up ...' -# cleanup_dir( odir, 2 ) -# - -# Initialize the lists for time tracking -# - counter_start = time.time() - total_sites = 0 - - huc_seq = 0 - -# -# Loop through each HUC -# - for huc in hucs: - site_noL = [] - if not firstloop: - timeSinceLast = ( time.time() - URL_start[ huc_seq ] ) / 60 - # - #If two queries are less than 2 minutes apart, wait - # two minutes before the next query. - # - if timeSinceLast < 2: - time.sleep( 120 ) - timeSinceLast = ( time.time() - URL_start[ huc_seq ] ) / 60 - - URL_start[ huc_seq ] = time.time() - - no_of_sites = [] - # - # Query the USGS server to find the stations that have updated their - # real time data. - # - find_changed_site_for_huc.find_changed_sites_for_huc( huc, timeSinceLast, odir, site_noL, no_of_sites ) - - print( download_id, ': looptime = ', datetime.datetime.now(), ' num. of sites = ', len(site_noL) ) - - # - # Count the total number of sites that have been updated - # - if no_of_sites: - total_sites += no_of_sites[ 0 ] - - # - # If there are any stations that are failed during the query such as - # no responding from the server, wait for 10 seconds and try again. - # - if not site_noL: - print ( download_id + ": wait 10 seconds and try again!" ) - time.sleep( 10 ) - no_of_sites = [] - find_changed_site_for_huc.find_changed_sites_for_huc( huc, timeSinceLast, odir, site_noL, no_of_sites ) - - - # - # The failed sites need to be counted too. - # - if no_of_sites: - total_sites += no_of_sites[ 0 ] - - # - # increment the sequence number - # - huc_seq += 1 - - URL_end = time.time() - # - # print total time spent on this loop - # - print( download_id, ': looptime = ', datetime.datetime.now(), round( ( URL_end - counter_start ) / 60, 2), ' minutes' ) - - # - # not the first loop - # - firstloop = False - -def download_for_hucs( odir, hucs, download_id ): - """ - The wrapper to call usgs_iv_retrieval - - Input: odir - Output directory - download_id - The unique identifier of the download process - hucs - list of HUCs - """ - - # - # call the real time retrieval function - # - usgs_iv_retrieval( odir, download_id, hucs )