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CASIA OpenIR
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Classifying Clear Air Echoes via Static and Motion Streams Network 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:  Qu, Yuxun;  Zhang, Chenyang;  Yang, Xuebing;  Wu, Yajing;  Zhang, Wensheng;  Zhang, Guoping
Adobe PDF(2306Kb)  |  收藏  |  浏览/下载：258/42  |  提交时间：2022/01/27
Radar  Radar imaging  Atmospheric modeling  Training  Streaming media  Image segmentation  Image sequences  Classification of nonprecipitation echoes  clear air echoes  feature fusion  radar image segmentation  
Inductive Spatiotemporal Graph Convolutional Networks for Short-term Quantitative Precipitation Forecasting 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 0, 期号: 0, 页码: 0
作者:  Yajing, Wu;  Xuebing, Yang;  Yongqiang, Tang;  Chenyang, Zhang;  Guoping, Zhang;  Wensheng, Zhang
Adobe PDF(10052Kb)  |  收藏  |  浏览/下载：261/64  |  提交时间：2022/04/06
Quantitative precipitation forecasting  graph convolutional networks (GCN)  spatiotemporal model  radar-rain gauge data merging  
Graph Convolutional Regression Networks for Quantitative Precipitation Estimation 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 卷号: 18, 期号: 7, 页码: 1124-1128
作者:  Yajing Wu;  Yongqiang Tang;  Xuebing Yang;  Wensheng Zhang;  Guoping Zhang
Adobe PDF(6549Kb)  |  收藏  |  浏览/下载：183/38  |  提交时间：2021/06/17
graph convolutional networks  precipitation estimation  
Learning to Generate Radar Image Sequences Using Two-Stage Generative Adversarial Networks 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 卷号: 17, 期号: 3, 页码: 401-405
作者:  Zhang, Chenyang;  Yang, Xuebing;  Tang, Yongqiang;  Zhang, Wensheng
Adobe PDF(2861Kb)  |  收藏  |  浏览/下载：256/45  |  提交时间：2020/06/02
Deep learning  extreme precipitation  generative adversarial networks (GANs)  radar image sequences  
Label distribution learning with climate probability for ensemble forecasting 期刊论文
INTELLIGENT DATA ANALYSIS, 2020, 卷号: 24, 期号: 1, 页码: 69-82
作者:  Yang, Xuebing;  Wu, Yajing;  Zhang, Wensheng;  Tang, Wei
收藏  |  浏览/下载：218/0  |  提交时间：2020/04/07
Ensemble forecasting  label distribution learning  post-processing  domain knowledge  
Mixture probabilistic model for precipitation ensemble forecasting 期刊论文
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2019, 卷号: 145, 期号: 725, 页码: 19
作者:  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Kuang, Qiuming
Adobe PDF(4238Kb)  |  收藏  |  浏览/下载：250/28  |  提交时间：2019/12/16
ensemble forecast  post-processing  precipitation  probabilistic forecast  
气象大数据超短临精准降水机器学习与典型应用 期刊论文
农业大数据学报, 2019, 卷号: 1, 期号: 1, 页码: 78-87
作者:  张晨阳;  杨雪冰;  张文生
Adobe PDF(5316Kb)  |  收藏  |  浏览/下载：193/42  |  提交时间：2021/06/23
气象大数据  定量降水估计  随机森林  机器学习  天气雷达  
Radar and Rain Gauge Merging-Based Precipitation Estimation via Geographical-Temporal Attention Continuous Conditional Random Field 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 9, 页码: 5558-5571
作者:  Tang, Yongqiang;  Yang, Xuebing;  Zhang, Wensheng;  Zhang, Guoping
浏览  |  Adobe PDF(3564Kb)  |  收藏  |  浏览/下载：426/118  |  提交时间：2018/10/10
Continuous Conditional Random Field (Ccrf)  Merging Method  Precipitation Estimation  Spatiotemporal Correlation  
AMDO: An Over-Sampling Technique for Multi-Class Imbalanced Problems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 9, 页码: 1672-1685
作者:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
浏览  |  Adobe PDF(627Kb)  |  收藏  |  浏览/下载：430/116  |  提交时间：2018/04/03
Multi-class Imbalanced Problems  Over-sampling  Mdo  Mixed-type Data  
A terrain-based weighted random forests method for radar quantitative precipitation estimation 期刊论文
METEOROLOGICAL APPLICATIONS, 2017, 卷号: 24, 期号: 3, 页码: 404-414
作者:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
Adobe PDF(2643Kb)  |  收藏  |  浏览/下载：340/102  |  提交时间：2018/04/03
Radar Qpe  Vpr  Rainfall Estimation  Random Forests