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fire-modeling

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Suvamp / wildfire-perimeter-prediction

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Machine learning pipeline predicting 2021 Dixie Fire spread at 30m resolution using satellite NDVI, terrain data, and a spatially cross-validated Random Forest.

python random-forest machine scikit-learn gis cross-validation raster landsat remote-sensing spatial-analysis satellite-imagery geopandas rasterio ndvi wildfire geospatial-analysis spatial-data-science fire-modeling climate-tech wildfire-prediction
  • Updated Jul 17, 2026
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