TECHNICAL CAPABILITY FOCUS

Satellite Remote Sensing & Monitoring

Processing multi-spectral satellite imagery to track regional land cover, urban expansion, vegetation health, and environmental change over time.

Satellite Remote Sensing & Monitoring
Precision Rating: Classification Confidence >92%Verified SOB Standard

Technical Overview & Standard Operating Procedure

Satellite remote sensing provides macro-level environmental observations across large time horizons. By leveraging multi-spectral bands from Sentinel-2, Landsat, and commercial satellites, we calculate vegetation indices, surface moisture, and land surface temperatures.

Execution Methodology & Equipment Calibration

Using cloud processing engines like Google Earth Engine API, we run supervised machine learning classifiers to track land cover transformations over decades.

Key Application Scenarios

Regional deforestation and crop yield forecasting
Urban footprint expansion tracking
Waterbody shrink & wetland conservation audits
Disaster inundation & flood extent mapping

Client Deliverables

  • Land Use / Land Cover (LULC) Raster Maps
  • NDVI / EVI Crop Health Analytics
  • Thermal Island Surface Heat Profiles
  • Time-Series Environmental Change Reports
Accuracy Benchmark
Classification Confidence >92%