URBANMIND — Urban Planning Scenario Analysis PlatformAustralia's first open-source urban planning platform combining GIS, urban design, remote sensing, and artificial intelligence.16 Analysis Models

Fiscal Impact — Council rates, developer contributions, Infrastructure Victoria benchmarks

Housing Balance — Affordability, diversity, tenure mix (ABS Census 2021)

Transport Impact — Austroads trip generation, mode split, VKT analysis

Green Infrastructure — Stormwater, WSUD, tree canopy, carbon sequestration

Embodied Carbon — EN 15978 lifecycle assessment

Biodiversity — City Biodiversity Index, ALA species data

Urban Heat — U-Net deep learning + SOLWEIG physics hybrid

Location Efficiency — Walk Score, Transit Score, 20-minute neighbourhood

Development Feasibility — NPV, IRR, sensitivity analysis

Land Use Mix — Shannon entropy, jobs-housing balance

Seven D Model — 7-dimension sustainability

Redevelopment Timing — Building age, value gap analysis

20-Minute Neighbourhood — Plan Melbourne composite checker

Cost-Benefit Analysis — Unified CBA with Australian benchmarks

Social Equity Index — SEIFA disadvantage overlay

36+ Live Data SourcesABS Census 2021, VicMap, PTV GTFS, Microsoft Building Footprints, Heritage Victoria, Atlas of Living Australia, Overture Maps, and more.TechnologyReact, TypeScript, FastAPI, PostgreSQL/PostGIS, MapLibre GL, deck.gl, PyTorch, Docker.Live at urbanmind.terrascout.appOpen source: github.com/Maz2580/UrbanMind