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Downscaling rainfall using deep learning long short-term memory and feedforward neural network 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (10) : 4170-4188
作者:  Duong Tran Anh;  Van, Song P.;  Dang, Thanh D.;  Hoang, Long P.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
extreme indices  FNN  LSTM  rainfall downscaling  Vietnamese Mekong Delta  
Regression-based regionalization for bias correction of temperature and precipitation 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (7) : 3298-3312
作者:  Moghim, Sanaz;  Bras, Rafael L.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
artificial neural network  bias correction  CCSM  regionalization  South America  training  
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：11/0  |  提交时间：2019/11/26
CMORPH  extreme wet events  Middle East  PERSIANN  rainfall  TRMM-3B42  
Climatological representation of mesoscale convective systems in a dynamically downscaled climate simulation 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (2) : 1144-1153
作者:  Haberlie, Alex M.;  Ashley, Walker S.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
climate modeling  mesoscale convective systems  convolutional neural network