Remote Sensing

Satellite Imagery Analysis Techniques

December 15, 2023

Advanced methods for analyzing and extracting insights from satellite imagery data.

Satellite imagery unlocks monitoring at scale: land cover, crop stress, construction progress, and more.

Techniques

  • Vegetation indices (NDVI and variants)
  • Supervised classification for LULC
  • Change detection over time

Operationalizing imagery

  • Standardize preprocessing (cloud masking, normalization)
  • Version datasets and outputs
  • Automate repeatable runs and reporting

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