AI INCIDENT PREDICTION

ML Risk Model · Powered by PostGIS + Historical NDMA Data · Last run: Today, 03:45 IST

RISK ZONES

crisis_alert

CRITICAL

emergency

HIGH RISK

warning

75%

AVG CONFIDENCE

percent

PREDICTED RISK ZONES

CYCLONECRITICAL2 min ago

Coastal Odisha

Odisha · Pop: 420,000 · Next 6–12 hours

94%

CONFIDENCE

FLOODHIGH8 min ago

Brahmaputra Valley

Assam · Pop: 890,000 · Next 24 hours

87%

CONFIDENCE

FIREHIGH5 min ago

Wayanad Hills

Kerala · Pop: 52,000 · Next 18 hours

79%

CONFIDENCE

LANDSLIDEHIGH14 min ago

Uttarkashi

Uttarakhand · Pop: 95,000 · Next 48 hours

72%

CONFIDENCE

EARTHQUAKEMEDIUM30 min ago

Kutch District

Gujarat · Pop: 310,000 · Next 72 hours

61%

CONFIDENCE

FLOODMEDIUM1 hr ago

Sundarbans Delta

West Bengal · Pop: 760,000 · Next 96 hours

55%

CONFIDENCE

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MODEL INFO

ENGINE: XGBoost v2.1ACC: 89.4%RETRAIN: Daily 02:00 ISTDATASET: 2.1M events