Conducted a ward-level evaluation of urban green spaces in Mumbai, utilizing publicly accessible data including Sentinel-2 multispectral satellite imagery and OpenStreetMap data.
Categories of OSM data used to obtain UGS:
- Leisure
- Natural
- Tourism
- Land use
Ward boundaries sourced from IDFC Institute https://github.com/IDFCInstitute/Cities_data.git