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gis-remote-sensing-guide
GIS analysis and remote sensing workflows for geospatial research applications
skills/domains/geoscience/gis-remote-sensing-guide/SKILL.md
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# GIS and Remote Sensing Guide
A comprehensive skill for conducting geospatial analysis and remote sensing research. Covers data acquisition from satellite platforms, spatial analysis with open-source tools, and publication-quality map production.
## Satellite Data Sources
### Key Earth Observation Platforms
| Platform | Provider | Spatial Res. | Revisit | Free? | Use Case |
|----------|----------|-------------|---------|-------|----------|
| Landsat 8/9 | USGS/NASA | 30m (MS), 15m (pan) | 16 days | Yes | Land cover, NDVI time series |
| Sentinel-2 | ESA/Copernicus | 10m | 5 days | Yes | Agriculture, urban mapping |
| MODIS | NASA | 250m-1km | 1-2 days | Yes | Large-scale vegetation, fire |
| Sentinel-1 | ESA | 5-20m | 6 days | Yes | SAR, flood mapping, deformation |