Skilful precipitation nowcasting using deep generative models of radar

SmaAt-UNet: Precipitation nowcasting using a small attention-UNet architecture

(2021) Kevin Trebing et al.   PATTERN RECOGNITION LETTERS

Using a 10-year radar archive for nowcasting precipitation growth and decay - a probabilistic machine learning approach

(2019) Loris Foresti et al.   WEATHER AND FORECASTING

Non-Gaussian Deterministic Assimilation of Radar-derived Precipitation Accumulations

(2019) Mark Buehner et al.   MONTHLY WEATHER REVIEW

Climatology of Size, Shape, and Intensity of Precipitation Features over Great Britain and Ireland

(2017) Jonathan G. Fairman et al.   JOURNAL OF HYDROMETEOROLOGY

Multi-Radar Multi-Sensor (MRMS) Severe Weather and Aviation Products: Initial Operating Capabilities

(2016) Travis M. Smith et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Nowcasting Challenges during the Beijing Olympics: Successes, Failures, and Implications for Future Nowcasting Systems

(2010) James W. Wilson et al.   WEATHER AND FORECASTING

Intercomparison of Spatial Forecast Verification Methods

(2009) Eric Gilleland et al.   WEATHER AND FORECASTING

Toward Improved Convection-Allowing Ensembles: Model Physics Sensitivities and Optimizing Probabilistic Guidance with Small Ensemble Membership

(2009) Craig S. Schwartz et al.   WEATHER AND FORECASTING

Scale-Selective Verification of Rainfall Accumulations from High-Resolution Forecasts of Convective Events

(2008) Nigel M. Roberts et al.   MONTHLY WEATHER REVIEW