DAL360
Environmental Intelligence Platform
LCMA · Digital Twin Operations · v2.0
DAL360

Environmental Intelligence Platform for Dal Lake

A full-fledged digital twin using XGBoost health prediction, LightGBM risk forecasting, Sentinel-2 satellite intelligence, and computer vision validation — not just a dashboard.

OVERALL LAKE HEALTH
71
Warning
Hazratbal68
Bod Dal75
Nishat-Shalimar68
Nigeen Lake90
Lokut Dal56
Rainawari61
Boulevard85
Gagribal64
XGBoost · Live
8
Lake Sectors Monitored
7
AI Models Active
Weekly
Satellite Coverage
18 min
Avg Response Time
Community Monitor

Citizen Portal

Report pollution with geo-validated photos. Track your reports and earn Eco Points for a healthier Dal Lake.

ML Geo-Validated Photo Upload
Live Hotspot Map
Personal Impact Metrics
Citizen Trust Score
Response Team

Field Operator

Receive AI-optimized assignments. Navigate via boat routes, submit photo proof, and sync with HQ in real time.

A* Route Optimization
Before/After Photo Proof
Real-Time Sync
Performance Tracking
LCMA Admin

Command Centre

Full environmental intelligence: predictive health scores, risk forecasting, simulation lab, and accountability tools.

XGBoost Health Score
7-Day Risk Forecast
Simulation Lab
Culprit Tracking