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Multi-modal spatio-temporal meteorological forecasting with deep neural network 期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 页码: 14
Authors:  Xinbang Zhang;  Qizhao Jin;  Tingzhao Yu;  Shiming Xiang;  Qiuming Kuang;  Véronique Prinet;  Chunhong Pan
Adobe PDF(3735Kb)  |  Favorite  |  View/Download：47/3  |  Submit date：2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
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
Adobe PDF(4238Kb)  |  Favorite  |  View/Download：138/1  |  Submit date：2019/12/16
ensemble forecast  post-processing  precipitation  probabilistic forecast  
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
Authors:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
View  |  Adobe PDF(627Kb)  |  Favorite  |  View/Download：339/90  |  Submit date：2018/04/03
Multi-class Imbalanced Problems  Over-sampling  Mdo  Mixed-type Data  
基于随机森林的降雨估计模型与算法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  匡秋明
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随机森林  降雨估计  多源数据融合  时空模型  不平衡数据  
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
Authors:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
View  |  Adobe PDF(2643Kb)  |  Favorite  |  View/Download：249/70  |  Submit date：2018/04/03
Radar Qpe  Vpr  Rainfall Estimation  Random Forests  
An Effective High Resolution Rainfall Estimation Based on Spatiotemporal Modeling 会议论文
, Seoul,Korea, May 22-24,2017
Authors:  Qiuming Kuang;  Xuebing Yang;  Wensheng Zhang;  Guoping Zhang;  Naixue Xiong
View  |  Adobe PDF(160Kb)  |  Favorite  |  View/Download：349/133  |  Submit date：2017/06/03
Rainfall Estimation System  Spatiotemporal Model  Radar Reflectivity  High Resolution  
Spatiotemporal Modeling and Implementation for Radar-Based Rainfall Estimation 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 卷号: 13, 期号: 11, 页码: 1601-1605
Authors:  Kuang, Qiuming;  Yang, Xuebing;  Zhang, Wensheng;  Zhang, Guoping
View  |  Adobe PDF(18082Kb)  |  Favorite  |  View/Download：265/70  |  Submit date：2017/02/14
Radar Reflectivity  Rain Processes  Rainfall Estimation  Spatiotemporal Model