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Integrating precipitation zoning with random forest regression for the spatial downscaling of satellite-based precipitation: A case study of the Lancang-Mekong River basin 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (10) : 3947-3961
作者:  Zhang, Jing;  Fan, Hui;  He, Daming;  Chen, Jiwei
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
lancang-mekong river basin  precipitation zoning  random forest regression  REOF analysis  spatial downscaling  
Total Basin Discharge From GRACE and Water Balance Method for the Yarlung Tsangpo River Basin, Southwestern China 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (14) : 7617-7632
作者:  Xie, Jingkai;  Xu, Yue-Ping;  Gao, Chao;  Xuan, Weidong;  Bai, Zhixu
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
total basin discharge  GRACE  water balance  Yarlung Tsangpo  artificial neural network  
Assessment of seven CMIP5 model precipitation extremes over Iran based on a satellite-based climate data set 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (8) : 3505-3522
作者:  Katiraie-Boroujerdy, Pari-Sima;  Asanjan, Ata Akbari;  Chavoshian, Ali;  Hsu, Kuo-lin;  Sorooshian, Soroosh
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/26
climate change  extreme precipitation  hydrology  Iran  natural disaster  remote sensing  
Is equatorial Africa getting wetter or drier? Insights from an evaluation of long-term, satellite-based rainfall estimates for western Uganda 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (7) : 3334-3347
作者:  Diem, Jeremy E.;  Konecky, Bronwen L.;  Salerno, Jonathan;  Hartter, Joel
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/26
double-mass curve  equatorial Africa  inhomogeneity  rainfall  satellite-based estimates  validation  
Assessing precipitation concentration in the Amazon basin from different satellite-based data sets 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (7) : 3171-3187
作者:  Zubieta, Ricardo;  Saavedra, Miguel;  Carlo Espinoza, Jhan;  Ronchail, Josyane;  Sulca, Juan;  Drapeau, Guillaume;  Martin-Vide, Javier
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/26
Amazon basin  Bolivian Amazon  concentration index  daily precipitation  heavy rainfall events  Peruvian Andes  regional atmospheric circulation  satellite rainfall products  
Spatial assessment of the performance of multiple high-resolution satellite-based precipitation data sets over the Middle East 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (5) : 2522-2543
作者:  El Kenawy, Ahmed M.;  McCabe, Matthew F.;  Lopez-Moreno, Juan I.;  Hathal, Yossef;  Robaa, S. M.;  Al Budeiri, Ahmed L.;  Jadoon, Khan Zaib;  Abouelmagd, Abdou;  Eddenjal, Ali;  Dominguez-Castro, Fernando;  Trigo, Ricardo M.;  Vicente-Serrano, Sergio M.
收藏  |  浏览/下载:12/0  |  提交时间:2019/11/26
CMORPH  extreme wet events  Middle East  PERSIANN  rainfall  TRMM-3B42  
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
Evaluation of precipitation trends from high-resolution satellite precipitation products over Mainland China 期刊论文
CLIMATE DYNAMICS, 2018, 51: 3311-3331
作者:  Chen, Fengrui;  Gao, Yongqi
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Precipitation trends  TRMM  PERSIANN  Satellite-gauge precipitation data  
Assessing reliability of precipitation data over the Mekong River Basin: A comparison of ground-based, satellite, and reanalysis datasets 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (11) : 4314-4334
作者:  Chen, Aifang;  Chen, Deliang;  Azorin-Molina, Cesar
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Mekong River Basin  precipitation evaluation  rain gauge observations  reanalysis data  satellite data  
Performance of Optimally Merged Multisatellite Precipitation Products Using the Dynamic Bayesian Model Averaging Scheme Over the Tibetan Plateau 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (2) : 814-834
作者:  Ma, Yingzhao;  Hong, Yang;  Chen, Yang;  Yang, Yuan;  Tang, Guoqiang;  Yao, Yunjun;  Long, Di;  Li, Changmin;  Han, Zhongying;  Liu, Ronghua
收藏  |  浏览/下载:10/0  |  提交时间:2019/04/09
dynamic Bayesian model averaging  satellite precipitation  Tibetan Plateau  data merging