AI Prediction

Project ward-level land surface temperature under business-as-usual urban growth, derived from physics-informed LSTM + GHSL projections.

Scenario: BAU (RCP 4.5)

Current vs Projected LST

5 highest-risk wards in Pune

Shivajinagar

47.9°C+3.1°C

vs current 44.8°C

Hadapsar

46.8°C+3.2°C

vs current 43.6°C

Kothrud

45.0°C+2.9°C

vs current 42.1°C