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Impacts of Using State-of-the-Art Multivariate Bias Correction Methods on Hydrological Modeling Over North America 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Guo, Qiang;  Chen, Jie;  Zhang, Xunchang John;  Xu, Chong-Yu;  Chen, Hua
收藏  |  浏览/下载：8/0  |  提交时间：2020/05/13
multivariate bias correction methods  hydrological modeling  intervariable correlation  climate regimes  North America  
Coupling forecast calibration and data-driven downscaling for generating reliable, high-resolution, multivariate seasonal climate forecast ensembles at multiple sites 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Schepen, Andrew;  Everingham, Yvette;  Wang, Quan J.
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/17
bias-correction  forecast verification  multivariate  post-processing  seasonal forecasting  
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  
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  
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  
The Dependence of Hydroclimate Projections in Snow-Dominated Regions of the Western United States on the Choice of Statistically Downscaled Climate Data 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 2279-2300
作者:  Alder, Jay R.;  Hostetler, Steven W.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
hydroclimate  statistical downscaling  bias correction  model projections