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Spatial, temporal, and multivariate bias in regional climate model simulations 期刊论文
Geophysical Research Letters, 2021
作者:  Youngil Kim;  Jason P. Evans;  Ashish Sharma;  Eytan Rocheta
收藏  |  浏览/下载：9/0  |  提交时间：2021/06/15
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  
Climate change impacts on Canadian yields of spring wheat, canola and maize for global warming levels of 1.5 degrees C, 2.0 degrees C, 2.5 degrees C and 3.0 degrees C 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (7)
作者:  Qian, Budong;  Zhang, Xuebin;  Smith, Ward;  Grant, Brian;  Jing, Qi;  Cannon, Alex J.;  Neilsen, Denise;  McConkey, Brian;  Li, Guilong;  Bonsal, Barrie;  Wan, Hui;  Xue, Li;  Zhao, Jun
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
agriculture  Canada  climate change  climate targets  crop yields  crop models  
Methodological application of quantile mapping to generate precipitation data over Northwest Himalaya 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (7) : 3160-3170
作者:  Devi, Usha;  Shekhar, Manorama S.;  Singh, Gyan P.;  Rao, Nalamasu N.;  Bhatt, Uma S.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
Himalaya  precipitation  quantile mapping  sparse data density  
Projected Changes in United States Regional Extreme Heat Days Derived From Bivariate Quantile Mapping of CMIP5 Simulations 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (10) : 5214-5232
作者:  Schoof, J. T.;  Pryor, S. C.;  Ford, T. W.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
climate extremes  extreme heat  downscaling  climate modeling  CMIP5  
Multi-site multivariate downscaling of global climate model outputs: an integrated framework combining quantile mapping, stochastic weather generator and Empirical Copula approaches 期刊论文
CLIMATE DYNAMICS, 2019, 52: 5775-5799
作者:  Li, Xin;  Babovic, Vladan
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
Multi-site multivariate downscaling  Global climate models  Quantile mapping  Stochastic weather generator  Empirical Copula  
Correcting systematic biases across multiple atmospheric variables in the frequency domain 期刊论文
CLIMATE DYNAMICS, 2019, 52: 1283-1298
作者:  Ha Nguyen;  Mehrotra, Rajeshwar;  Sharma, Ashish
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Bias correction  Downscaling  Multivariate bias correction  Frequency bias correction  Multivariate frequency bias correction  
Conditional stochastic simulation model for spatial downscaling for assessing the effects of climate change on hydro-meteorological variables 期刊论文
CLIMATIC CHANGE, 2018, 150: 163-180
作者:  Lee, Taesam;  Ouarda, Taha B. M. J.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Multivariate quantile mapping bias correction: an N-dimensional probability density function transform for climate model simulations of multiple variables 期刊论文
CLIMATE DYNAMICS, 2018, 50: 31-49
作者:  Cannon, Alex J.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Quantile mapping  Multivariate  Bias correction  Post-processing  Model output statistics  Climate model  Fire weather  Precipitation