AI RESEARCH
FuXi-Nowcast: Environment-conditioned deep learning for severe convection nowcasting
arXiv CS.LG
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ArXi:2512.08974v2 Announce Type: replace-cross Severe convection produces localized hazards that often require warnings before radar echoes fully reveal storm development. Convective initiation and the maintenance of intense convection remain challenging for radar-only nowcasting because pre-convective signals may be absent from recent radar observations and strong echoes often decay rapidly in forecasts.