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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  
Seasonal prediction of high-resolution temperature at 2-m height over Mongolia during boreal winter using both coupled general circulation model and artificial neural network 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (14) : 5418-5429
作者:  Bayasgalan, Gerelchuluun;  Ahn, Joong-Bae
收藏  |  浏览/下载：16/0  |  提交时间：2019/04/09
artificial neural network  coupled general circulation model  Mongolian temperature  seasonal prediction  
On the classification of different flavours of Indian Ocean Dipole events 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (13) : 4924-4937
作者:  Verdon-Kidd, Danielle C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
climate variability  DMI  ENSO  Indian Ocean Dipole  IOD  tropical Indian Ocean  
Estimated spatiotemporal variability of total, direct and diffuse solar radiation across China during 1958-2016 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (12) : 4395-4404
作者:  Feng, Yao;  Li, Yuetian
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
BP network  China  empirical model  radiation  spatiotemporal variability  
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  
Long-term erythemal ultraviolet radiation in Novi Sad (Serbia) reconstructed by neural network modelling 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (8) : 3264-3272
作者:  Malinovic-Milicevic, Slavica;  Vyklyuk, Yaroslav;  Radovanovic, Milan M.;  Petrovic, Marko D.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
clearness index  erythemal UV radiation  global solar radiation  neural network model  reconstruction  
Intra-seasonal rainfall variability in the Amazon basin related to large-scale circulation patterns: a focus on western Amazon-Andes transition region 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (5) : 2386-2399
作者:  Paccini, Laura;  Carlo Espinoza, Jhan;  Ronchail, Josyane;  Segura, Hans
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Intra-seasonal variability  western Amazon  Andes  winds circulation  circulation patterns