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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  
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  
Long-term modelling of wind speeds using six different heuristic artificial intelligence approaches 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (8) : 3543-3557
作者:  Maroufpoor, Saman;  Sanikhani, Hadi;  Kisi, Ozgur;  Deo, Ravinesh C.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
gene expression programming  multivariate adaptive regression spline  neural networks  neuro-fuzzy  prediction  wind speed  
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  
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  
A hierarchical analysis of the impact of methodological decisions on statistical downscaling of daily precipitation and air temperatures 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (6) : 2880-2900
作者:  Pryor, Sara C.;  Schoof, Justin T.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
air temperature  CLIMDEX  daily  ERA-interim  Livneh  model  precipitation  predictors  skill  statistical downscaling  United States of America  
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  
Infilling missing precipitation records using variants of spatial interpolation and data-driven methods: use of optimal weighting parameters and nearest neighbour-based corrections 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (2) : 776-793
作者:  Teegavarapu, Ramesh S. V.;  Aly, Alaa;  Pathak, Chandra S.;  Ahlquist, Jon;  Fuelberg, Henry;  Hood, Jill
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
spatial interpolation  support vector machine  single best estimators  single best classifier  artificial neural networks  linear weight optimization  South Florida  missing precipitation  
Evaluation of satellite rainfall climatology using CMORPH, PERSIANN-CDR, PERSIANN, TRMM, MSWEP over Iran 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 (14)
作者:  Alijanian, Mohammadali;  Rakhshandehroo, Gholam Reza;  Mishra, Ashok K.;  Dehghani, Maryam
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
satellite rainfall estimation  CMORPH  PERSIANN  PERSIANN-CDR  TRMM  MSWEP  categorical statistics  
Evaluation of a new satellite-based precipitation data set for climate studies in the Xiang River basin, southern China 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 (13)
作者:  Zhu, Qian;  Hsu, Kuo-lin;  Xu, Yue-Ping;  Yang, Tiantian
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
PERSIANN-CDR  CMIP5 model  extreme events  hydroclimate studies