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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  
Revisiting Pan Evaporation Trends in Australia a Decade on 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (20) : 11164-11172
作者:  Stephens, Clare M.;  McVicar, Tim R.;  Johnson, Fiona M.;  Marshall, Lucy A.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
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：4/0  |  提交时间：2019/04/09
conceptual rainfall-runoff model  climate impact assessment  potential robustness  variability  uncertainty  runoff prediction  
Projected warming portends seasonal shifts of stream temperatures in the Crown of the Continent Ecosystem, USA and Canada 期刊论文
CLIMATIC CHANGE, 2017, 144 (4)
作者:  Jones, Leslie A.;  Muhlfeld, Clint C.;  Marshall, Lucy A.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09