Digital Twin · Scenario Planner
Physics-based what-if simulation · Ward 32 (Assi Ghat)
3D Digital Twin · Ward 32
Live render driven by scenario sliders
Hot buildings Cool roofs Trees Water
Budget → Impact Planner
Physics-informed cost model≈ ₹20.00 lakh · tree unit cost ₹1,200
You requested
1,666 trees
Model recommends
1,666 trees
Actual budget needed
₹19.99L
Cooling delivered
−19.99°C
Physics-informed verdict: 1,666 trees in Ward 32 should cut risk by ~180% (LST −19.99°C) within 18 months. Preview below shows the post-implementation digital twin.
Post-implementation preview
Projected LST 24.8°C
Projected LST · 7-day window
44.3°C-0.52°C vs baseline
Heat-risk reduction
−4%
XAI explanation: Tree canopy contributes the most cooling via evapotranspiration (0.21°C), followed by water bodies (0.18°C) and cool roofs (0.13°C reflectivity gain).
Tree canopy
15% Cool roof coverage
20% Water bodies
5% Recommended action
Marginal impact. Increase tree cover above 25% to reach meaningful cooling.