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New insights into error decomposition for precipitation products 期刊论文
Geophysical Research Letters, 2021
作者:  Yuhang Zhang;  Aizhong Ye;  Phu Nguyen;  Bita Analui;  Soroosh Sorooshian;  Kuolin Hsu
收藏  |  浏览/下载：8/0  |  提交时间：2021/08/30
Improving Precipitation Estimation Using Convolutional Neural Network 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 2301-2321
作者:  Pan, Baoxiang;  Hsu, Kuolin;  AghaKouchak, Amir;  Sorooshian, Soroosh
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
deep learning  precipitation  downscaling  
Precipitation Prediction Skill for the West Coast United States: From Short to Extended Range 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (1) : 161-182
作者:  Pan, Baoxiang;  Hsu, Kuolin;  AghaKouchak, Amir;  Sorooshian, Soroosh;  Higgins, Wayne
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
La Nina  Madden-Julian oscillation  Forecast verification  skill  Hindcasts  Probabilistic Quantitative Precipitation Forecasting (PQPF)  Short-range prediction  
Short-Term Precipitation Forecast Based on the PERSIANN System and LSTM Recurrent Neural NetworksN 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (22) : 12543-12563
作者:  Asanjan, Ata Akbari;  Yang, Tiantian;  Hsu, Kuolin;  Sorooshian, Soroosh;  Lin, Junqiang;  Peng, Qidong
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Merging high-resolution satellite-based precipitation fields and point-scale rain gauge measurements-A case study in Chile 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (10)
作者:  Yang, Zhongwen;  Hsu, Kuolin;  Sorooshian, Soroosh;  Xu, Xinyi;  Braithwaite, Dan;  Zhang, Yuan;  Verbist, Koen M. J.
收藏  |  浏览/下载：19/0  |  提交时间：2019/04/09
Bias adjustment of infrared-based rainfall estimation using Passive Microwave satellite rainfall data 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (7)
作者:  Karbalaee, Negar;  Hsu, Kuolin;  Sorooshian, Soroosh;  Braithwaite, Dan
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
precipitation  remote sensing  PERSIANN-CCS  PMW  bias adjustment  PMM