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Substantial convection and precipitation enhancements by ultrafine aerosol particles.Science, 359(6374):411–418, 2018

Jiwen Fan, Daniel Rosenfeld, Yuwei Zhang, Scott E Giangrande, Zhanqing Li, Luiz AT Machado, Scot T Martin, Yan Yang, Jian Wang, Paulo Artaxo, et al · 2018

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Seeing Inside the Storm: Improving Nowcasting by Integrating Meteorological Drivers

physics.ao-ph · 2026-05-22 · unverdicted · novelty 5.0

MeteoLogist improves nowcasting by processing radar data through physics-tailored encoders, temporal-phase alignment, and cross-field spatial aggregation to capture asynchronous and fragmented meteorological drivers, yielding +9.7% CSI40 gain and 37.67% gain in storm-developing stage on 3D-NEXRAD da

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  • Seeing Inside the Storm: Improving Nowcasting by Integrating Meteorological Drivers physics.ao-ph · 2026-05-22 · unverdicted · none · ref 8

    MeteoLogist improves nowcasting by processing radar data through physics-tailored encoders, temporal-phase alignment, and cross-field spatial aggregation to capture asynchronous and fragmented meteorological drivers, yielding +9.7% CSI40 gain and 37.67% gain in storm-developing stage on 3D-NEXRAD da