Water & Soil Indices

BSI

Bare Soil Index. A spectral index designed to identify and map bare soil areas by combining blue, red, near-infrared, and shortwave infrared bands. Useful for erosion monitoring, land degradation assessment, and agricultural management.

Overview

The Bare Soil Index (BSI) identifies exposed soil surfaces using four spectral bands: blue, red, NIR, and SWIR. It distinguishes bare ground from vegetation and water for erosion monitoring, land degradation assessment, and agricultural fallow detection.

How It Works

BSI = ((SWIR + Red) − (NIR + Blue)) / ((SWIR + Red) + (NIR + Blue)). On Sentinel-2: ((B11 + B4) − (B8 + B2)) / ((B11 + B4) + (B8 + B2)). Exposed soil produces high values because it reflects strongly in SWIR and Red. Vegetation produces low or negative values.

Key Facts

  • Uses four spectral bands: Blue, Red, NIR, and SWIR.
  • Often combined with NDVI for thorough land cover analysis.
  • Multiple BSI formulations exist — specify which formula when reporting results.
  • Sentinel-2 bands: B2, B4, B8, and B11.

Applications

Erosion Monitoring

Mapping areas of exposed soil vulnerable to wind and water erosion.

Land Degradation Assessment

Tracking loss of vegetation cover in dryland ecosystems.

Agricultural Fallow Detection

Identifying unplanted fields between growing seasons.

Limitations & Considerations

Can confuse built-up surfaces with bare soil. Dark organic soils produce weaker signals. Wet soils have depressed SWIR reflectance. Threshold values require regional calibration.

History & Background

The four-band BSI formula gained adoption through land cover classification workflows with Landsat and Sentinel-2 data. A Modified BSI was later developed for tropical agricultural regions.

Analyze BSI data with LYRASENSE

Use our agentic notebook environment to work with satellite data and compute indices like BSI — no setup required.