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DrAhmedKheir/README.md

Hi there 👋

  • Developing hybrid modeling, RS and machine learning on agroforestry, food security and nutrition
  • Developing agroforestry hybrid modeling (Hi-sAFe_ML)
  • Hybridizing CMs, RS, and ML based cloud computing for yield gap analysis
  • Developing hybrid process-based machine learning agroforestry decision support tool (DST)
  • AI agent and LLM in digital agriculture (text analysis, agricultural reports, farmer interviews)
  • Running spatial hybrid models on HPC cluster
  • Cloud computing using GCP, Azure and Amazon
  • Developping microclimate model and weather forecasting by integrating LSTM-AI Agent approach with proximal sensing (IOT, sensors...)
  • Integrating proximal sensing (IOT, thermal cameras, EC weather stations, soil sensors, ..) with ML, AI Agent, PBM, RS for high quality and finer resolution decisions

Popular repositories Loading

  1. AutoML AutoML Public

    H2O offers a number of model explainability methods that apply to AutoML objects (groups of models), as well as individual models (e.g. leader model). Explanations can be generated automatically wi…

    R 2

  2. LSTM-for-soilMoisture LSTM-for-soilMoisture Public

    Time series soil moisture using LSTM

    Jupyter Notebook 1

  3. DSSAT2APSIM DSSAT2APSIM Public

    R script to convert DSSAT weather format to APSIM format

    R 1 1

  4. DSSAT2STICS DSSAT2STICS Public

    R script to convert DSSAT weather format to STICS format

    R 1 1

  5. apsimNGpy apsimNGpy Public template

    Forked from MAGALA-RICHARD/apsimNGpy

    ApsimNGpy is a Python library designed as an implementation of the APSIM Next Generation crop and environmental simulation model. This library is built upon the Pythonnet API, providing direct comm…

    Python 1

  6. HPC_Hi-sAFe_Slurm_WidesimulationsFinal HPC_Hi-sAFe_Slurm_WidesimulationsFinal Public

    End-to-end HPC workflow for large-scale Hi-sAFe agroforestry simulations using SLURM, R, and advanced visualization pipelines (distance-based analyses, Sankey, Chord, and Circular Dendrogram plots)…

    1