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Extreme precipitation events under climate change in the Iberian Peninsula 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Pereira, Susana Cardoso;  Marta-Almeida, Martinho;  Carvalho, Ana C.;  Rocha, Alfredo
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
bias correction  climate change  Iberian Peninsula  precipitation episodes  regional climate modelling  WRF model  
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  
Limitations of univariate linear bias correction in yielding cross-correlation between monthly precipitation and temperature 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (11) : 4479-4496
作者:  Das Bhowmik, R.;  Sankarasubramanian, A.
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
bias correction  bootstrapping  cross-correlation  Fisher z-transformation  precipitation  temperature  univariate  
Impacts of climate change on characteristics of daily-scale rainfall events based on nine selected GCMs under four CMIP5 RCP scenarios in Qu River basin, east China 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Gao, Chao;  Booij, Martijn J.;  Xu, Yue-Ping
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
bias correction  characteristics of rainfall events  climate change  daily rainfall  GCMs  rainfall patterns  RCPs  
Quantifying the range of future glacier mass change projections caused by differences among observed past-climate datasets 期刊论文
CLIMATE DYNAMICS, 2019, 53: 2425-2435
作者:  Watanabe, Megumi;  Yanagawa, Aki;  Watanabe, Satoshi;  Hirabayashi, Yukiko;  Kanae, Shinjiro
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
Propagation of uncertainty  Glacier model  Bias correction  Calibration  Air temperature  Precipitation  
The response of reference evapotranspiration to climate change in Xinjiang, China: Historical changes, driving forces, and future projections 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Dong, Qing;  Wang, Weiguang;  Shao, Quanxi;  Xing, Wanqiu;  Ding, Yimin;  Fu, Jianyu
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
bias correction  contribution assessment  future projections  reference evapotranspiration  
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  
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