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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  
Tracer-Aided Modeling in the Low-Relief, Wet-Dry Tropics Suggests Water Ages and DOC Export Are Driven by Seasonal Wetlands and Deep Groundwater 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Birkel, Christian;  Duvert, Clement;  Correa, Alicia;  Munksgaard, Niels C.;  Maher, Damien T.;  Hutley, Lindsay B.
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
wet-dry tropics  tracer-aided models  water age  DOC  savanna woodland  wetland  
Disturbance Extraction for Burst Detection in Water Distribution Networks Using Pressure Measurements 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Xu, Weirong;  Zhou, Xiao;  Xin, Kunlun;  Boxall, Joby;  Yan, Hexiang;  Tao, Tao
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/13
Burst detection  Data-driven method  Disturbance extraction  Isolation forest  Water distribution network  Water loss  
Machine Learning Predicts Reach-Scale Channel Types From Coarse-Scale Geospatial Data in a Large River Basin 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Guillon, Herve;  Byrne, Colin F.;  Lane, Belize A.;  Solis, Samuel Sandoval;  Pasternack, Gregory B.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Quantifying the Spatial Variability of a Snowstorm Using Differential Airborne Lidar 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Brandt, W. Tyler;  Bormann, Kat J.;  Cannon, Forest;  Deems, Jeffrey S.;  Painter, Thomas H.;  Steinhoff, Daniel F.;  Dozier, Jeff
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Resolving Small-Scale Forest Snow Patterns Using an Energy Balance Snow Model With a One-Layer Canopy 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Mazzotti, Giulia;  Essery, Richard;  Moeser, C. David;  Jonas, Tobias
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
Multiorder Hydrologic Position in the Conterminous United States: A Set of Metrics in Support of Groundwater Mapping at Regional and National Scales 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11188-11207
作者:  Belitz, Kenneth;  Moore, Richard B.;  Arnold, Terri L.;  Sharpe, Jennifer B.;  Starn, J. J.
收藏  |  浏览/下载：11/0  |  提交时间：2020/02/16
hydrology  groundwater  machine learning  mapping  GIS  
Rainfall-Runoff Modeling Using Crowdsourced Water Level Data 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10856-10871
作者:  Weeser, B.;  Jacobs, S.;  Kraft, P.;  Rufno, M. C.;  Breuer, L.
收藏  |  浏览/下载：12/0  |  提交时间：2020/02/16
citizen science  crowdsource  water level  discharge  water balance  rainfall-runoff modeling  
Modeling the Snow Depth Variability With a High-Resolution Lidar Data Set and Nonlinear Terrain Dependency 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Skaugen, T.;  Melvold, K.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Snow depth distribution  Laser scan of snow depth  snow depth distribution model  
Drivers of Low Instream Large Wood Retention and Imprints of Wood Mobility in Mountain Nonperennial Streams of a Mediterranean Semiarid Environment 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Galia, T.;  Horacek, M.;  Macurova, T.;  Skarpich, V
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
large wood  riparian vegetation  semiarid  nonperennial stream