Urban Growth Monitor
Urban & Infrastructure Analytics
Open domain overviewSection / Urban Growth Monitor
Draw an AOI and monitor urban growth, demography, and crime informatics
Analyze built-up expansion, population density, night-time lights, demographic structure, and crime categories using open datasets and optional OpenGEOAI inference.
Recommended Algorithms
NDBI and built-up change detection
Night-time lights urban activity proxy
Population density and demographic trend modelling
Crime hotspot and category aggregation
Accessibility and flood-disruption screening
Data APIs & Inputs
GHSL/WorldPop/GPW
VIIRS night-time lights
Dynamic World / landuse
Census tables
Road and hazard layers
Urban Informatics Dashboard
Draw an AOI to calculate urban growth and demography indicators.
Population Changen/a
Built-up Changen/a
Pressure Bandn/a
Moden/a
Crime Rate /100kn/a
Safety Pressuren/a
Dominant Crime Categoryn/a
Latest Crime Incidentsn/a
Crime categories will appear after analysis.
Dataset details will appear after analysis.
Open-source crime feeds and metadata will appear after analysis.