Spatial Work
Maps & GIS
Interactive spatial visualizations and GIS analysis from urban planning research.
Project Maps
Chhaya Interactive App
Global (6 Mega-cities) — A 'Smart Google Maps for Walking' (adopted from the DETOUR project) that optimizes for human comfort and safety by calculating routes based on high-resolution microclimates, building shadows, wind tunnels, and personalized user personas.
Live siteTools & Methods
Technical Spatial Skills
GIS Software
- QGIS
- ArcGIS Pro
- GRASS GIS
- gvSIG
Remote Sensing
- Google Earth Engine
- ERDAS Imagine
- EnMAP-Box
- SNAP
Programming
- Python (GeoPandas, Shapely)
- R (sf, tmap)
- JavaScript (Leaflet, MapLibre)
Spatial Analysis
- Network analysis
- Raster analysis
- Spatial statistics
- Change detection
Data Sources
- Sentinel-2
- Landsat 8/9
- SRTM DEM
- OpenStreetMap
- Census of India
Web Mapping
- MapLibre GL JS
- Leaflet
- GeoServer
- PostGIS / PostgreSQL