Event Explorer

India / Telangana / Hyderabad · Case studies

Event Explorer

Delhi · June 2026

Delhi Heatwave

Sustained subsidence held maximum temperatures above 45 °C for four consecutive days.

High

Event timeline

How the system responded as the event developed.

  1. T-48h

    Ridge builds

    GFS temperature fields lead the signal; weight rises to 29%.

  2. T-24h

    Low disagreement

    Sources converge within 1.4 °C — confidence 91%.

  3. T-12h

    Bias correction

    AI proxy trims a persistent +0.8 °C urban bias.

  4. T-0

    Observation

    Safdarjung records 46.1 °C against a 45.6 °C forecast.

Map replay

Forecast footprint for this event. Click a state to inspect neighbouring regions.

Forecast replay

Slide through the forecast cycles toward verification.

Forecast at T-0

48.5 °C

Observed

45.1 °C

Uncertainty

47.2–49.9 °C

Confidence

91%

T-48hT-24hT-12hT-6hT-0

Weights at T-0

BharatFS17%
NCUM22%
GFS29%
GEFS18%
AI Forecast Proxy14%

Model disagreement

Source forecasts against the blend for this event.

Adaptive weight change

Before the event vs during the event.

  • BharatFS20%17%
  • NCUM20%22%
  • GFS20%29%
  • GEFS20%18%
  • AI Forecast Proxy20%14%

Outcome

Validation against the observation network.

Simple average0.3
Best single model (GEFS)0.29
BharatCast adaptive blend0.27

Adaptive blend reduced RMSE by 11.3% relative to the simple-average baseline.

Heatwave · 48h lead · Delhi

Event context

Variable

Temperature

Regime

Heatwave

Disagreement

19

Severity

High

Prototype scenario built on deterministic demonstration data, not a verified historical record.