Sabarmati development transforms the core, but arid sprawl poses risks.
The River is the Engine. We detected the highest variance in urban density right along the water. This confirms that the Riverfront project isn't just cosmetic—it is the central driver of the city's structural transformation and real estate value.
Expanding into the Desert. These wards show high density but dangerously low vegetation (<0.2). Building 'concrete boxes' in an arid zone without compensatory shading is creating massive solar heat traps.
Cooking the city. The data identifies these specific wards as having the absolute lowest vegetation indices. In May, these areas will be the first to reach dangerous wet-bulb temperatures.
Critical cooling centers. In a dry city, these few green-heavy wards are priceless. They likely represent institutional campuses or old gardens that are doing the heavy lifting for the city's thermal regulation.
Neighborhoods in Flux. These areas are showing mixed diverse signals, indicating they are midway through a transformation—likely from low-rise residential to high-rise mixed use.