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Constraining the Assimilation of SWOT Observations With Hydraulic Geometry Relations 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Andreadis, K. M.;  Brinkerhoff, C. B.;  Gleason, C. J.
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Schmidt, Lennart;  Hesse, Falk;  Attinger, Sabine;  Kumar, Rohini
收藏  |  浏览/下载：7/0  |  提交时间：2020/05/13
machine learning  inference  floods  
An Example of Augmenting Regional Sensitivity Analysis Using Machine Learning Software 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Spear, Robert C.;  Cheng, Qu;  Wu, Sean L.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Modeling the Fate of Pharmaceuticals in a Fourth-Order River Under Competing Assumptions of Transient Storage 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Liu, Y.;  Zarfl, C.;  Basu, N. B.;  Cirpka, O. A.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Equifinality and Flux Mapping: A New Approach to Model Evaluation and Process Representation Under Uncertainty 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Khatami, Sina;  Peel, Murray C.;  Peterson, Tim J.;  Western, Andrew W.
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/16
equifinality  open complex systems  hydrological systems  uncertainty  scientific modeling and model evaluation  modeling philosophy  
A Curve-Fitting Method for Estimating Bathymetry From Water Surface Height and Width 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 4288-4303
作者:  Schaperow, Jacob R.;  Li, Dongyue;  Margulis, Steven A.;  Lettenmaier, Dennis P.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
river bathymetry  remote sensing  priors  parameter estimation  SWOT  hydrodynamic modeling  
Exploring Tracer Information and Model Framework Trade-Offs to Improve Estimation of Stream Transient Strorage Processes 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 3481-3501
作者:  Kelleher, Christa;  Ward, Adam;  Knapp, J. L. A.;  Blaen, P. J.;  Kurz, M. J.;  Drummond, J. D.;  Zarnetske, J. P.;  Hannah, D. M.;  Mendoza-Lera, C.;  Schmadel, N. M.;  Datry, T.;  Lewandowski, J.;  Milner, A. M.;  Krause, S.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
Simulation Model for Collaborative Decision Making on Sediment Source Reduction in an Intensively Managed Watershed 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1544-1564
作者:  Cho, Se Jong;  Wilcock, Peter R.;  Belmont, Patrick;  Gran, Karen B.;  Hobbs, Benjamin F.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
watershed simulation model  reduced-complexity modeling  nonpoint source sediment management  collaborative modeling  
Value of a Limited Number of Discharge Observations for Improving Regionalization: A Large-Sample Study Across the United States 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 363-377
作者:  Pool, S.;  Viviroli, D.;  Seibert, J.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
ungauged basin  regionalization  spatial proximity  attribute similarity  value of data  
A Transdisciplinary Review of Deep Learning Research and Its Relevance for Water Resources Scientists 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8558-8593
作者:  Shen, Chaopeng
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
deep learning  artificial intelligence  AI neuroscience  data mining  transformative