Lei Han

38 papers C 16Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
TorViNet: A spatiotemporal deep learning network for tornado detection in user-captured social media videos.
Expert Syst. Appl.
Hongjin Chen, Kanghui Zhou, Zhonghua Zheng, Lei Han, Yongguang Zheng
2025 J jnl
Enhanced Multimodal-Fusion Network for Radar Quantitative Precipitation Estimation Incorporating Relative Humidity Data.
IEEE Trans. Geosci. Remote. Sens.
Weijia Cui, Jianwei Si, Lejian Zhang, Lei Han, Yubao Chen
2025 J jnl
Enhancing Weather Radar Reflectivity Emulation From Geostationary Satellite Data Using Dynamic Residual Convolutional Network.
IEEE Trans. Geosci. Remote. Sens.
Jianwei Si, Haonan Chen, Lei Han
2024 J jnl
A Novel CNN-Based Radar Reflectivity Retrieval Network Using Geostationary Satellite Observations.
IEEE Geosci. Remote. Sens. Lett.
Jianwei Si, Xingwang Li, Haonan Chen, Lei Han
2024 J jnl
StarNet: A Deep Learning Model for Enhancing Polarimetric Radar Quantitative Precipitation Estimation.
IEEE Trans. Geosci. Remote. Sens.
Wenyuan Li, Haonan Chen, Lei Han, Wen-Chau Lee
2023 C conf
Deep Learning for Polarimetric Radar Quantitative Precipitation Estimation: Model Interpretation and Explainability.
IGARSS
Wenyuan Li, Haonan Chen, Lei Han
2023 C conf
MSF: One Lightweight Deep Learning Nowcasting Method with Attention Mechanism using Dual-Polarization Radar Observations.
IGARSS
Kexin Zhu, Haonan Chen, Lei Han
2023 J jnl
Multitask Learning for Precipitation Estimation Using Satellite Observations From the GOES-R Series.
IEEE Geosci. Remote. Sens. Lett.
Wensheng Yang, Haonan Chen, Lei Han, Yurong Ge
2023 C conf
Physical Analysis of the Impact of Polarization Parameters on Deep-learning Networks for Nowcasting.
IGARSS
Kexin Zhu, Haonan Chen, Lei Han
2023 J jnl
Pixel-CRN: A New Machine Learning Approach for Convective Storm Nowcasting.
IEEE Trans. Geosci. Remote. Sens.
Wei Zhang, Haonan Chen, Lei Han, Rui Zhang, Yurong Ge
2023 J jnl
Polarimetric Radar Quantitative Precipitation Estimation Using Deep Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Wenyuan Li, Haonan Chen, Lei Han
2022 C conf
A Frequency-Matching Method for Bias Correction of Deep Learning Nowcasts.
IGARSS
Ming Zhang, Yanhui Yin, Haonan Chen, Lei Han
2022 C conf
A Machine Learning Approach for Convective Initiation Detection Using Multi-source Data.
IGARSS
Xuan Liu, Haonan Chen, Lei Han, Yurong Ge
2022 J jnl
Advancing Radar Nowcasting Through Deep Transfer Learning.
IEEE Trans. Geosci. Remote. Sens.
Lei Han, Yangyang Zhao, Haonan Chen, V. Chandrasekar
2022 C conf
Application of Segmental-Correction Machine Learning Methods in Radar Quantitative Precipitation Estimation Correction by Rain Gauge.
IGARSS
Yu Wang, Lejian Zhang, Yubao Chen, Lei Han, Yurong Ge, Yizhuo Sha
2022 J jnl
Convective Precipitation Nowcasting Using U-Net Model.
IEEE Trans. Geosci. Remote. Sens.
Lei Han, He Liang, Haonan Chen, Wei Zhang, Yurong Ge
2022 C conf
MCT U-net: A Deep Learning Nowcasting Method Using Dual-polarization Radar Observations.
IGARSS
Kexin Zhu, Haonan Chen, Lei Han
2022 C conf
The Interpretation of Deep Learning for Convective Storm Nowcasting.
IGARSS
Wenyuan Li, Haonan Chen, Lei Han, Jianliang Xu
2022 J jnl
Toward the Predictability of a Radar-Based Nowcasting System for Different Precipitation Systems.
IEEE Geosci. Remote. Sens. Lett.
Lei Han, Jianchang Zhang, Haonan Chen, Wei Zhang, Shun Yao
2022 C conf
Using Multi-Source data to Remove Non-Precipitation Echoes in Weather Radar Data.
IGARSS
Xuehong Guo, Lejian Zhang, Yubao Chen, Lei Han, Yurong Ge, Yizhuo Sha
2021 C conf
A Multi-Channel 3D Convolutional-Recurrent Neural Network for Convective Storm Nowcasting.
IGARSS
Wei Zhang, Rui Zhang, Haonan Chen, Guangxin He, Yurong Ge, Lei Han
2021 C conf
A deep learning system for precipitation estimation using measurements from the Advanced Baseline Imager (ABI) on the GOES-R series.
IGARSS
Yang Liu, Haonan Chen, Lei Han, Jieying He
2021 C conf
Bias correction of satellite retrievals of orographic precipitation.
IGARSS
Luyao Sun, Haonan Chen, Lei Han
2021 C conf
Convective precipitation nowcasting using U-Net Model.
IGARSS
He Liang, Haonan Chen, Wei Zhang, Yurong Ge, Lei Han
2021 J jnl
Cross Validation of GOES-16 and NOAA Multi-Radar Multi-Sensor (MRMS) QPE over the Continental United States.
Remote. Sens.
Luyao Sun, Haonan Chen, Zhe Li, Lei Han
2021 J jnl
Reconstruction of the Radar Reflectivity of Convective Storms Based on Deep Learning and Himawari-8 Observations.
Remote. Sens.
Mingshan Duan, Jiangjiang Xia, Zhongwei Yan, Lei Han, Lejian Zhang, Hanmeng Xia, Shuang Yu
2021 C conf
Short-term prediction of precipitation associated with landfalling hurricanes through deep learning.
IGARSS
Shun Yao, Haonan Chen, Lei Han
2020 — conf
A Multi-task Two-stream Spatiotemporal Convolutional Neural Network for Convective Storm Nowcasting.
IEEE BigData
Wei Zhang, Hongling Liu, Pengfei Li, Lei Han
2020 J jnl
A Multi-task Two-stream Spatiotemporal Convolutional Neural Network for Convective Storm Nowcasting.
CoRR
Wei Zhang, Hongling Liu, Pengfei Li, Lei Han
2020 C conf
An investigation of a probabilistic nowcast system for dual-polarization radar applications.
IGARSS
Jianchang Zhang, Haonan Chen, Lei Han
2020 J jnl
Convolutional Neural Network for Convective Storm Nowcasting Using 3-D Doppler Weather Radar Data.
IEEE Trans. Geosci. Remote. Sens.
Lei Han, Juanzhen Sun, Wei Zhang
2020 C conf
Cross validation of GOES-R and NOAA multi-radar multi-sensor (MRMS) QPE over the continental United States.
IGARSS
Luyao Sun, Haonan Chen, Lei Han, V. Chandrasekar, Jieying He, Yang Liu
2020 J jnl
Quantification of Precipitation Using Polarimetric Radar Measurements during Several Typhoon Events in Southern China.
Remote. Sens.
Qiulei Xia, Wenjuan Zhang, Haonan Chen, Wen-Chau Lee, Lei Han, Yu Ma, Xiantong Liu
2019 — conf
A Three-Dimensional Convolutional-Recurrent Network for Convective Storm Nowcasting.
ICBK
Wei Zhang, Wei Li, Lei Han
2019 J jnl
A Three-dimensional Convolutional-Recurrent Network for Convective Storm Nowcasting.
CoRR
Wei Zhang, Wei Li, Lei Han
2019 — conf
Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting.
IEEE BigData
Wei Zhang, Lei Han, Juanzhen Sun, Hanyang Guo, Jie Dai
2017 J jnl
Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting.
CoRR
Wei Zhang, Lei Han, Juanzhen Sun, Hanyang Guo, Jie Dai
2016 J jnl
A Machine Learning Nowcasting Method based on Real-time Reanalysis Data.
CoRR
Lei Han, Juanzhen Sun, Wei Zhang, Yuanyuan Xiu, Hailei Feng, Yinjing Lin