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Bayesian LSTM with Stochastic Variational Inference for Estimating Model Uncertainty in Process-based Hydrological Models 期刊论文
Water Resources Research, 2021
作者:  Dayang Li;  Lucy Marshall;  Zhongmin Liang;  Ashish Sharma;  Yan Zhou
收藏  |  浏览/下载：14/0  |  提交时间：2021/09/14
Ecohydrologic Error Models for Improved Bayesian Inference in Remotely Sensed Catchments 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4533-4549
作者:  Tang, Yating;  Marshall, Lucy;  Sharma, Ashish;  Ajami, Hoori;  Nott, David J.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
ecohydrological modeling  Bayesian inference  observational error  uncertainty analysis  
Assessing the Potential Robustness of Conceptual Rainfall-Runoff Models Under a Changing Climate 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 5030-5049
作者:  Guo, Danlu;  Johnson, Fiona;  Marshall, Lucy
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
conceptual rainfall-runoff model  climate impact assessment  potential robustness  variability  uncertainty  runoff prediction