City Insights for a Better Tomorrow
All 40 sectors, classified by dominant land use — a data-driven estimate from GEE land-cover data and nearby Google Places amenity density, not an official designation. Select any sector to open its 3D building map or nearby-amenities page.
Showing 40 of 40 sectors
24% built-up land, primarily residential
18% built-up land, primarily residential
46% cropland, only 14% built-up
8% built-up land, primarily residential
58% cropland, only 14% built-up
66% cropland, only 11% built-up
75% cropland, only 11% built-up
59% cropland, only 11% built-up
64% cropland, only 1% built-up
66% cropland, only 16% built-up
57% cropland, only 22% built-up
33% built-up land, primarily residential
28% built-up land, primarily residential
72% cropland, only 4% built-up
60% cropland, only 16% built-up
53% cropland, only 13% built-up
50% built-up land, primarily residential
27% built-up land, primarily residential
42% built-up land, primarily residential
29% built-up land, primarily residential
28% built-up land, primarily residential
71% cropland, only 17% built-up
28% built-up land, primarily residential
17% built-up land, primarily residential
37% built-up land, primarily residential
59% built-up land, primarily residential
68% built-up land, primarily residential
53% built-up land, primarily residential
71% built-up land, primarily residential
61% built-up land, primarily residential
55% cropland, only 22% built-up
28% built-up land, primarily residential
34% built-up land, primarily residential
36% built-up land, primarily residential
69% cropland, only 3% built-up
71% cropland, only 15% built-up
77% cropland, only 3% built-up
73% cropland, only 4% built-up
22 of 43 nearby places are schools or colleges
74% cropland, only 15% built-up
Each sector's type is a data-driven estimate, not an official land-use designation. It is based on: (1) Dynamic World / ESA land-cover shares from the stored GEE infrastructure records (built-up %, cropland %, tree cover %), used as the primary signal for Residential, Agricultural/Undeveloped, or Green/Park zones; and (2) the share of nearby Google Places amenities (government offices, shops/banks/restaurants, schools/colleges) that are clearly dominant, used to flag Government, Commercial, or Educational hubs. Sectors without a strong signal default to Residential & Mixed-Use.