My final year Bachelor’s university main project to predict future red squirrel populations in Scotland using Spatial-Temporal Modelling. Identifies and removes duplicate observations using both exact spatial matching and proximity-based detection that accounts for coordinate uncertainty.
machine-learning mongodb prediction data-visualization open-data spatial-analysis ecology biodiversity uncertainty-quantification data-cleaning citizen-science wildlife scotland environmental-modelling random-forest-regressor wildlife-conservation streamlit red-squirrels red-squirrel-population-prediction scottish-wildlife
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Updated
Oct 31, 2025 - Jupyter Notebook