韩雷
发布者：张亚健发布时间：2024-10-30浏览次数：717
- 1.
Multi‐task learning for tornado identification using Doppler radar data，
Geophysical Research Letters，
2024，
理工科顶尖SCI，
通讯作者
- 2.
Improving explainability of deep learning for polarimetric radar rainfall estimation，
Geophysical Research Letters，
2024，
理工科顶尖SCI，
通讯作者
- 3.
StarNet: A Deep Learning Model for Enhancing Polarimetric Radar Quantitative Precipitation Estimation，
IEEE Transactions on Geoscience and Remote Sensing，
2024，
理工科顶尖SCI，
通讯作者
- 4.
A Deep Learning Approach for Forecasting Thunderstorm Gusts in the BeijingTianjinHebei Region，
Adv. Atmos. Sci.，
2024，
理工科权威SCI，
通讯作者
- 5.
Comparative study on the performance of ConvLSTM and ConvGRU in classification problems—taking early warning of short-duration heavy rainfall as an example，
Atmospheric and Oceanic Science Letters，
2024，
SCI，
通讯作者
- 6.
Polarimetric Radar Quantitative Precipitation Estimation Using Deep Convolutional Neural Networks，
IEEE Transactions on Geoscience and Remote Sensing，
2023，
理工科顶尖SCI，
- 7.
Pixel-CRN: A new machine learning approach for convective storm nowcasting，
IEEE Transactions on Geoscience and Remote Sensing，
2023，
理工科顶尖SCI，
- 8.
The roles of surface convergence line and upper-level forcing on convection initiation ahead of a gust front: A case study，
Journal of Geophysical Research: Atmospheres，
2023，
理工科顶尖SCI，
- 9.
Statistical analysis of quasi-linear convective systems over the Beijing-Tianjin-Hebei region during the warm season，
Atmospheric Research，
2023，
理工科顶尖SCI，
- 10.
Toward the Predictability of a Radar-Based Nowcasting System for Different Precipitation Systems，
IEEE Geoscience and Remote Sensing Letters，
2022，
理工科权威SCI，
- 11.
Convective precipitation nowcasting using U-Net model，
IEEE Transactions on Geoscience and Remote Sensing，
2022，
理工科顶尖SCI，
- 12.
Advancing Radar Nowcasting Through Deep Transfer Learning，
IEEE Transactions on Geoscience and Remote Sensing，
2022，
理工科顶尖SCI，
- 13.
Cross validation of GOES-16 and NOAA multi-radar multi-sensor (MRMS) QPE over the continental United States，
Remote Sensing，
2021，
理工科权威SCI，
- 14.
A deep learning method for bias correction of ECMWF 24–240 h forecasts，
Adv. Atmos. Sci.，
2021，
理工科权威SCI，
- 15.
Reconstruction of the Radar Reflectivity of Convective Storms Based on Deep Learning and Himawari-8 Observations，
Remote Sensing，
2021，
理工科权威SCI，
- 16.
A two stage learning technique for precipitation retriｅｖａｌ using ABI and GLM measurements on the GOES R series，
2021 PhotonIcs & Electromagnet ics Research Symposium ( PIERS)，
2021，
EI，
- 17.
Convolutional Neural Network for Convective Storm Nowcasting Using 3-D Doppler Weather Radar Data，
IEEE Transactions on Geoscience and Remote Sensing，
2020，
理工科顶尖SCI，
- 18.
Quantification of Precipitation Using Polarimetric Radar Measurements during Several Typhoon Events in Southern China，
Remote Sensing，
2020，
理工科权威SCI，
- 19.
An investigation of a probabilistic nowcast system for dual-polarization radar applications，
2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)，
2020，
EI，
- 20.
Radar image prediction using generative adversarial networks，
International Conference on Graphics and Image Processing，
2020，
EI，
- 21.
A Multi-task Two-stream Spatiotemporal Convolutional Neural Network for Convective Storm Nowcasting，
2020 IEEE International Conference on Big Data，
2020，
EI，
- 22.
Early Recognition of Convective Initiation Using 3D U-Net with Multi-source Data，
International Conference on Graphics and Image Processing，
2020，
EI，
- 23.
Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting，
2019 IEEE International Conference on Big Data，
2019，
EI，
- 24.
A Three-dimensional Convolutional-Recurrent Network for Convective Storm Nowcasting，
2019 IEEE International Conference on Big Knowledge，
2019，
EI，
- 25.
A tropical cyclone similarity search algorithm based on deep learning method，
Atmos. Res.，
2018，
理工科顶尖SCI，
- 26.
A machine learning nowcasting method based on real-time reanalysis data，
J. Geophys. Res.，
2017，
理工科顶尖SCI，
