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Weather regimes and analogues downscaling of seasonal precipitation for the 21st century: A case study over Israel 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Hochman, Assaf;  Kunin, Pavel;  Alpert, Pinhas;  Harpaz, Tzvi;  Saaroni, Hadas;  Rostkier-Edelstein, Dorita
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
analogues downscaling  climate change  CMIP5 predictions  Eastern Mediterranean  seasonal precipitation  synoptic classification  weather regimes  
An intercomparison of multiple statistical downscaling methods for daily precipitation and temperature over China: present climate evaluations 期刊论文
CLIMATE DYNAMICS, 2019, 53: 4629-4649
作者:  Yang, Yi;  Tang, Jianping;  Xiong, Zhe;  Wang, Shuyu;  Yuan, Jian
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Statistical downscaling  Intercomparison  China  Extreme  
A new two-stage multivariate quantile mapping method for bias correcting climate model outputs 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3603-3623
作者:  Guo, Qiang;  Chen, Jie;  Zhang, Xunchang;  Shen, Mingxi;  Chen, Hua;  Guo, Shenglian
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Bias correction  Inter-variable correlation  Statistical downscaling  Climate change  Global climate model  
Assessing the degree of hydrologic stress due to climate change 期刊论文
CLIMATIC CHANGE, 2019, 156: 87-104
作者:  Nathan, R. J.;  McMahon, T. A.;  Peel, M. C.;  Horne, A.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Regionalization and parameterization of a hydrologic model significantly affect the cascade of uncertainty in climate-impact projections 期刊论文
CLIMATE DYNAMICS, 2019, 53: 2861-2886
作者:  Vaghefi, Saeid Ashraf;  Iravani, Majid;  Sauchyn, David;  Andreichuk, Yuliya;  Goss, Greg;  Faramarzi, Monireh
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Uncertainty analysis  Uncertainty decomposition  Climate change  Natural climate variability  SWAT  ANOVA-SUFI-2  
A novel approach for modelling pattern and spatial dependence structures between climate variables by combining mixture models with copula models 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Khan, Firdos;  Spoeck, Gunter;  Pilz, Juergen
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
copula model  C-Vine  D-Vine  EM algorithm  mixture models  monsoon  spatial dependence structure  
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  
Effect of empirical correction of sea-surface temperature biases on the CRCM5-simulated climate and projected climate changes over North America 期刊论文
CLIMATE DYNAMICS, 2019, 53: 453-476
作者:  Hernandez-Diaz, Leticia;  Nikiema, Oumarou;  Laprise, Rene;  Winger, Katja;  Dandoy, Samuel
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/27
Regional climate modelling  Dynamical downscaling  SST bias correction  North America  CORDEX  CRCM5  
Improving the North American multi-model ensemble (NMME) precipitation forecasts at local areas using wavelet and machine learning 期刊论文
CLIMATE DYNAMICS, 2019, 53: 601-615
作者:  Xu, Lei;  Chen, Nengcheng;  Zhang, Xiang;  Chen, Zeqiang;  Hu, Chuli;  Wang, Chao
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
NMME  Precipitation forecast  Bias correction  Wavelet  Machine learning  
Statistical downscaling skill under present climate conditions: A synthesis of the VALUE perfect predictor experiment 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (9) : 3692-3703
作者:  Maraun, Douglas;  Widmann, Martin;  Gutierrez, Jose M.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
bias correction  evaluation  regional climate  statistical downscaling  validation