Pipeline Dashboard
✔ Model Trained R² ≥ 0.99 ⚠ 1 Critical
CRITICAL ALERT: TAS anomaly exceeds +3.2°C threshold over Central NA-CORDEX grid (cells C7–D9). Immediate review required.
Live KPI Monitor
🎯
Val/Test R²
0.994
Holdout: 0.991
↑ +0.003 vs v4
📉
Best RMSE
0.029
std: 0.0003
↓ −0.004 vs v4
📏
Spatial RMSE
1.487
Block CV mean
↑ +0.03 vs v4
🗂️
Training Pts
2.4M
NA-CORDEX + CMIP6
↑ +400K vs v4
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Inference Speed
38ms
per grid cell
↓ −12ms vs v4
🌡️
TAS Anomaly
+1.8°C
vs 1950 baseline
⚠ Above threshold
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Dashboard
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Forecast
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Impact
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Alerts
TAS Anomaly Time Series (1980–2100)
+4°C +2°C 0°C 1980 2000 2020 2040 2070 2100 NOW Historical SSP5 Projected
4-Fold CV Performance (RMSE)
Ensemble Component Weights
NA-CORDEX Regional Map
Click any grid cell to view detailed statistics
👆 Click a grid cell to view regional statistics
SSP Scenario Projections
Horizon: 2100
Resolution: 25km
CI Band: 90%
Multi-Scenario Projection Chart
Climate Milestone Table
YearScenarioTAS AnomalySea Level RisePrecip ChangeRisk Level
Sector Vulnerability Assessment
Policy Adaptation Timeline
CNN-LSTM Architecture
Model Block Diagram
Loss Convergence
Feature Importance
Full 5-Fold CV Metrics
FoldR²RMSEMAESpatial RMSEStatus
Live Downscaling Inference
Inference Parameters
Latitude: 45.0°N
Longitude: -95.0°W
Scenario: SSP3
Resolution: 25km
TAS Output Grid
Cold → Hot
Alert Feed