Soil Burn Severity

Soil burn severity classification uses dNBR thresholds to assign UNBURNED, LOW, MODERATE, or HIGH categories to sectors, generating acreage breakdowns and priority sector identification for post-fire response.

BAER recommendations are generated by combining dNBR severity classifications with slope-derived erosion risk calculations, outputting structured priority sectors and watershed protection guidance with a transparent reasoning chain.

Yes, batch processing for multiple fire incidents is supported. You provide fire IDs and optional sector data, and the analysis returns totals, severity breakdowns, priority sectors, and reasoning chains for each fire queried.

Erosion risk is calculated from slope data within each classified sector. This computation directly informs BAER recommendations by identifying areas where watershed and infrastructure protection actions are most critical.

No, providing custom sector data is optional. The skill loads built-in fixture data by default for immediate testing, but you can supply your own sector data to assess specific fire incidents using the same dNBR thresholds.

Limitations include reliance on accurate slope data for erosion risk computation and the need for actual sector data to replace built-in fixtures, ensuring dNBR threshold classifications reflect real-world fire incident conditions.