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Statistical Postprocessing of Water Level Forecasts Using Bayesian Model Averaging With Doubly Truncated Normal Components 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3997-4013
作者:  Baran, Sandor;  Hemri, Stephan;  El Ayari, Mehrez
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
Bayesian model averaging  Box-Cox transformation  ensemble model output statistics  ensemble postprocessing  probabilistic forecasting  truncated normal distribution  
Deep Convolutional Encoder-Decoder Networks for Uncertainty Quantification of Dynamic Multiphase Flow in Heterogeneous Media 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 703-728
作者:  Mo, Shaoxing;  Zhu, Yinhao;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
multiphase flow  geological carbon storage  uncertainty quantification  deep neural networks  high dimensionality  response discontinuity  
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  
Comparing Hydrological Postprocessors Including Ensemble Predictions Into Full Predictive Probability Distribution of Streamflow 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 9860-9882
作者:  Biondi, D.;  Todini, E.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Analog-Based Postprocessing of Navigation-Related Hydrological Ensemble Forecasts 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (11)
作者:  Hemri, S.;  Klein, B.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09