Satellite and open-data fixes Satellite and open-data fixes (you don’t need a supercomputer) You can independently check rainfall, land cover, and construction progress using open datasets and free tools. To apply these ideas in practice, consider testing one of these tools this week: Rainfall and event severity: GPM/IMERG (Global Precipitation Measurement/Integrated Multi-satellite Retrievals for GPM) provides half-hourly, near-real-time precipitation estimates and long-term archives; compare an event to the local climatology (long-term weather averages) to validate whether '100-year' claims hold (NASA GPM; applications guide). Land cover and deforestation: Copernicus Global Land Cover 100 m layers offer annual land-cover classes with published accuracy; pair with national maps to check if 'restored hectares’ show up as canopy over time (areas covered by tree leaves as seen from above; Copernicus GLC). Construction progress and earthworks: Sentinel-2 optical imagery (...
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