illegal-dumping-detection

You can detect illegal dumping sites by applying the Bare Soil Index (BSI) to high-resolution optical imagery to identify and prioritize suspected waste areas. The Skill automates this process and outputs BSI maps, suspect sites, and reports for enforcement.

The Bare Soil Index (BSI) is a remote sensing metric that highlights exposed soil and construction waste from optical imagery. It isolates bare soil spectral signatures to differentiate suspected illegal dumping sites from vegetated or urban backgrounds.

Yes, geospatial analysis of high-resolution imagery using BSI generates a prioritized list of suspected illegal dumping sites. The output includes priority levels to help urban planning and law enforcement target environmental monitoring efforts effectively.

Yes, rasterio and geopandas are required dependencies to process geospatial imagery and area of interest files for BSI calculation. The workflow uses numpy and scipy to compute the index and output suspect site geometries.

The best way to automate illegal dumping detection is running a BSI workflow on high-resolution optical imagery with an optional area of interest. This process outputs BSI maps and prioritized suspect site reports for environmental monitoring without manual inspection.

BSI detects bare soil and construction waste but may misclassify natural bare terrain or lawful construction sites as illegal dumping. High-resolution optical imagery is required, and results should be verified before enforcement action.