Use satellite imagery to track vegetation and monitor green coverage around the campus. The system can provide insights into seasonal changes, urban heat island effects, or sustainability planning by analyzing vegetation indices (e.g., NDVI).
Use satellite imagery to track vegetation and monitor green coverage around the campus. The system can provide insights into seasonal changes, urban heat island effects, or sustainability planning by analyzing vegetation indices (e.g., NDVI).
## Targets
## Targets
- Retrieve and process satellite imagery of campus area.
- Retrieve and process satellite imagery of campus surrounding & City Center.
- Compute vegetation indices (NDVI, others).
- Compute vegetation indices (NDVI, others).
- Visualize seasonal or yearly changes in green coverage.
- Visualize seasonal or yearly changes in green coverage.
- Provide analytics for urban heat island or sustainability planning.
## Data Needs
## Data Needs
- Sentinel satellite imagery [via Sentinel Hub API or Copernicus Open Access Hub](https://browser.dataspace.copernicus.eu/?zoom=5&lat=50.16282&lng=20.78613&themeId=DEFAULT-THEME&visualizationUrl=U2FsdGVkX19juWrOo3WUO8vStqIztn7%2FmEyLZpb3Slwy5DZjJNl4MRK8sL0v2HjNcPkTCtsmZS47guvpWiBL%2B7cJwTlnqk0%2F9Z7FeBpV1oCYkVJzgfTyn%2FpJ08iwz8P8&datasetId=S2_L2A_CDAS&demSource3D=%22MAPZEN%22&cloudCoverage=30&dateMode=SINGLE).
- Sentinel satellite imagery [via Sentinel Hub API or Copernicus Open Access Hub](https://browser.dataspace.copernicus.eu/?zoom=5&lat=50.16282&lng=20.78613&themeId=DEFAULT-THEME&visualizationUrl=U2FsdGVkX19juWrOo3WUO8vStqIztn7%2FmEyLZpb3Slwy5DZjJNl4MRK8sL0v2HjNcPkTCtsmZS47guvpWiBL%2B7cJwTlnqk0%2F9Z7FeBpV1oCYkVJzgfTyn%2FpJ08iwz8P8&datasetId=S2_L2A_CDAS&demSource3D=%22MAPZEN%22&cloudCoverage=30&dateMode=SINGLE).