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ecological-risk

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gstinoco / mGFD_EcoRisk_Simulator

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Advanced framework combining 2D contaminant transport simulation (advection–diffusion) with machine learning to classify ecological risk (Low/Medium/High) and generate dashboards, GIFs, and reports.

python yaml machine-learning scikit-learn data-visualization scientific-computing classification water-quality matplotlib numerical-methods feature-engineering finite-difference-method environmental-science contaminant-transport numerical-simulation environmental-modeling advection-diffusion river-modeling ecological-risk
  • Updated Mar 17, 2026
  • Python

Eden-Eldith / uk-edm-water-analysis

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A Python pipeline that correlates UK sewage overflow (EDM) data with water quality measurements (2020–2024), using geospatial matching, pollutant severity scoring, and composite risk analytics to identify high-risk pollution sites and potential marine mortality events.

water-quality geospatial-analysis environmental-data pollution-detection sewage-overflow uk-environment-agency edm-data ecological-risk
  • Updated Aug 5, 2025
  • Python

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