Ranks burned watersheds by post-fire debris-flow susceptibility from free public data — for fires that never get a formal USGS or state assessment. Auto-acquired 3DEP terrain + dNBR, D8 delineation, burn × slope × area scoring. Validated on Thomas Fire → Montecito. A within-fire relative ranking, never a prediction.
python geospatial gis remote-sensing hydrology dem geopandas rasterio wildfire flow-accumulation burn-severity debris-flow post-fire watershed-delineation hazard-screening pysheds usgs-3dep
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Updated
Jul 20, 2026 - Python