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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：7/0  |  提交时间：2020/05/13
multivariate bias correction methods  hydrological modeling  intervariable correlation  climate regimes  North America  
Characterizing and avoiding physical inconsistency generated by the application of univariate quantile mapping on daily minimum and maximum temperatures over Hudson Bay 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Agbazo, Medard Noukpo;  Grenier, Patrick
收藏  |  浏览/下载：15/0  |  提交时间：2020/02/17
climate simulations  bias adjustment  univariate quantile mapping  physical inconsistency  
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  
A Resampling Approach for Correcting Systematic Spatiotemporal Biases for Multiple Variables in a Changing Climate 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 754-770
作者:  Mehrotra, R.;  Sharma, A.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
three-dimensional bias correction  spatiotemporal biases  resampling  aggregated time scales  quantile mapping  climate model  
Update to the Global Climate Data package: analysis of empirical bias correction methods in the context of producing very high resolution climate projections 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (2) : 825-840
作者:  Mosier, Thomas M.;  Hill, David F.;  Sharp, Kendra V.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
bias correction  delta change method  change factors  precipitation  temperature  monthly time-series  gridded climate  climate models  
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：3/0  |  提交时间：2019/04/09
Quantile mapping  Multivariate  Bias correction  Post-processing  Model output statistics  Climate model  Fire weather  Precipitation