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AI for Climate and Sustainability
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== <span style="color: #FFFFFF;">Evaluating</span> == Domain-specific evaluation: (1) **Weather**: ACC (Anomaly Correlation Coefficient) and RMSE on ERA5 reanalysis; compare at 500hPa geopotential height at 5, 7, 10 days β industry standard from WeatherBench2. (2) **Deforestation**: IoU (Intersection over Union) on held-out tiles across different biomes and time periods. (3) **Energy forecasting**: MAPE and pinball loss for probabilistic forecasts at multiple time horizons. (4) **Impact evaluation**: ultimately measured by actual policy outcomes β did better forecasts lead to better adaptation decisions? </div> <div style="background-color: #2F4F4F; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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