M3R improves localized rainfall nowcasting by using weather station time series as queries in multimodal attention to selectively extract precipitation patterns from radar imagery.
At LA, M3R dominates with best performance across most metrics (RMSE: 2.87, R²: 0.29, CC: 0.54)
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M3R: Localized Rainfall Nowcasting with Meteorology-Informed MultiModal Attention
M3R improves localized rainfall nowcasting by using weather station time series as queries in multimodal attention to selectively extract precipitation patterns from radar imagery.