This advanced QGIS model automates the full workflow for wildfire impact assessment using Sentinel-2 imagery. Designed for analysts, responders, and researchers, the model integrates key spectral indices and geospatial analysis tools to rapidly detect, classify, and quantify burn severity and its impact on infrastructure.
Automated Calculation of wildfire indices:
NBR, NBR2, MIRBI, BAIS2, NDVI, GEMI, and Moisture Stress Index
Burn Area Classification using threshold-based raster math
Polygonization of burned zones and active fire fronts
Impact Assessment:
Extracts buildings and roads within burned zones and a 1 km fire buffer
Integrates OpenStreetMap data (via Overpass API)
Area Statistics with burned surface summaries
Spreadsheet Export for reporting and decision-making
Pre-processed Sentinel-2 bands: B4 (Red), B8 (NIR), B11 (SWIR1), B12 (SWIR2)
Burned area vector layers
Infrastructure-at-risk layers
Thematic raster outputs for each index
Tabular reports in Excel format
Whether you're mapping recent wildfires or building your own burn severity monitoring toolkit, this model offers a robust, no-code solution for repeatable, scalable analysis — 100% open source.
This advanced QGIS model automates the full workflow for wildfire impact assessment using Sentinel-2 imagery. Designed for analysts, responders, and researchers, the model integrates key spectral indices and geospatial analysis tools to rapidly detect, classify, and quantify burn severity and its impact on infrastructure.
Automated Calculation of wildfire indices:
NBR, NBR2, MIRBI, BAIS2, NDVI, GEMI, and Moisture Stress Index
Burn Area Classification using threshold-based raster math
Polygonization of burned zones and active fire fronts
Impact Assessment:
Extracts buildings and roads within burned zones and a 1 km fire buffer
Integrates OpenStreetMap data (via Overpass API)
Area Statistics with burned surface summaries
Spreadsheet Export for reporting and decision-making
Pre-processed Sentinel-2 bands: B4 (Red), B8 (NIR), B11 (SWIR1), B12 (SWIR2)
Burned area vector layers
Infrastructure-at-risk layers
Thematic raster outputs for each index
Tabular reports in Excel format
Whether you're mapping recent wildfires or building your own burn severity monitoring toolkit, this model offers a robust, no-code solution for repeatable, scalable analysis — 100% open source.
