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定量降水机器学习模型与方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  吴雅婧
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机器学习  定量降水估计  定量降水预报  深度图神经网络  时空图卷 积网络  
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
Authors:  Yajing Wu;  Yongqiang Tang;  Xuebing Yang;  Wensheng Zhang;  Guoping Zhang
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graph convolutional networks  precipitation estimation  
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
Authors:  Yang, Xuebing;  Wu, Yajing;  Zhang, Wensheng;  Tang, Wei
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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
Authors:  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Kuang, Qiuming
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ensemble forecast  post-processing  precipitation  probabilistic forecast