HeatMapX
Skip to ward list

Interactive Heat Map · Varanasi

Real-world ward-level heat overlay · 15 wards (pilot subset)

Selected ward Assi Ghat, risk 82 out of 100, LST 45.5 degrees Celsius.
Loading satellite map...
Risk Score
LowHigh
Ward 32
Assi Ghat
High Risk
Risk
82/100
LST
45.5°C
Humidity
47%
Canopy
9%
Equity
42/100
Population
24,500
Explainable AI · Why this risk?
  • Asphalt & built density39%
    Dark impervious surfaces store solar radiation and re-emit it at night.
    Wikipedia
  • Low surface albedo19%
    Dark roofs reflect <20% of sunlight vs >65% for cool roofs.
    Wikipedia
  • Low tree canopy18%
    Evapotranspiration cools surface air; <15% canopy strongly amplifies heat.
    Wikipedia
  • Heat-equity gap9%
    Low-income wards have less AC, fewer green spaces, higher vulnerability.
    Wikipedia
Attribution computed via physics-informed SHAP layer · grounded with Wikipedia & Google Maps Platform data.
All wards · risk (↑/↓ to navigate)
Assi GhatW3282
LankaW3370
BhelupurW3471
CanttW2867
SigraW4563
DashashwamedhW1274
SarnathW749
BhojubeerW1859
ChetganjW5170
ManduadihW6061
RamnagarW7165
Mughalsarai RdW8275
PandeypurW955
MaldahiyaW2265
NagwaW3967