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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)
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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)
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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
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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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Submit date:2017/06/07
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
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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
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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
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Submit date:2017/02/14
Radar Reflectivity
Rain Processes
Rainfall Estimation
Spatiotemporal Model