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基于深度学习的短临降水预测方法研究 学位论文
, 2024
Authors:  靳淇兆
Adobe PDF(19432Kb)  |  Favorite  |  View/Download:39/2  |  Submit date:2024/06/21
深度学习  短临降水预测  多模态数据挖掘  时空特征建模  长尾学习  
Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
Authors:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(6713Kb)  |  Favorite  |  View/Download:64/3  |  Submit date:2024/03/26
Data mining  Precipitation nowcastin  Transformer  
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 1299-1314
Authors:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(8766Kb)  |  Favorite  |  View/Download:85/8  |  Submit date:2024/02/21
Data mining  multimodal knowledge discovery  precipitation nowcasting  
MFNet: The Spatio-Temporal Network for Meteorological Forecasting With Architecture Search 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Zhang, Xinbang;  Jin, Qizhao;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:220/0  |  Submit date:2022/11/21
Forecasting  Computer architecture  Task analysis  Deep learning  Convolution  Correlation  Wind forecasting  Deep learning  meteorological forecasting (MF)  neural architecture search (NAS)  
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:330/79  |  Submit date:2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
Kernel-Weighted Graph Convolutional Network: A Deep Learning Approach for Traffic Forecasting 会议论文
, Beijing, China, 2018-08
Authors:  Zhang Qi;  Jin Qizhao;  Chang Jianlong;  Xiang Shiming;  Pan Chunhong
Adobe PDF(4041Kb)  |  Favorite  |  View/Download:207/41  |  Submit date:2021/05/31
Learnable Gated Convolutional Neural Network for Semantic Segmentation in Remote-Sensing Images 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 16, 页码: 22
Authors:  Guo, Shichen;  Jin, Qizhao;  Wang, Hongzhen;  Wang, Xuezhi;  Wang, Yangang;  Xiang, Shiming
Favorite  |  View/Download:339/0  |  Submit date:2019/12/16
semantic segmentation  CNN  deep learning  remote sensing  gate function  multiscale feature fusion