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Sep 17, 2025 · Artificial Intelligence

How a CNN‑Transfer Learning Model Boosts Mumbai Monsoon Forecast Accuracy by 400% Using 36 Stations

A collaborative study between IIT Bombay and the University of Maryland creates a hyperlocal monsoon forecast model that downscales GFS data to city‑scale using 36 weather stations, event‑synchronization clustering, and transfer‑learned CNNs, achieving 60‑400% higher accuracy for extreme rainfall predictions several days in advance.