95 citations · 156 across the 3 of their papers we have counts for
3 papers
cs.CV2020★ 2 cited
A Multi-task Two-stream Spatiotemporal Convolutional Neural Network for Convective Storm Nowcasting
W. Zhang, H. Liu, P. Li +1
The goal of convective storm nowcasting is local prediction of severe and imminent convective storms. Here, we consider the convective storm nowcasting problem from the perspective…
physics.geo-ph2019★ 95 cited
Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data
Lei Han, Juanzhen Sun, Wei Zhang
Convective storms are one of the severe weather hazards found during the warm season. Doppler weather radar is the only operational instrument that can frequently sample the detail…
physics.ao-ph2016★ 59 cited
A Machine Learning Nowcasting Method based on Real-time Reanalysis Data
Lei Han, Juanzhen Sun, Wei Zhang +3
Despite marked progress over the past several decades, convective storm nowcasting remains a challenge because most nowcasting systems are based on linear extrapolation of radar re…