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Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11344-11354
作者:  Kratzert, Frederik;  Klotz, Daniel;  Herrnegger, Mathew;  Sampson, Alden K.;  Hochreiter, Sepp;  Nearing, Grey S.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
prediction in ungauged basins  machine learning  CAMELS  LSTM  
Insights Into Preferential Flow Snowpack Runoff Using Random Forest 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10727-10746
作者:  Avanzi, Francesco;  Johnson, Ryan Curtis;  Oroza, Carlos A.;  Hirashima, Hiroyuki;  Maurer, Tessa;  Yamaguchi, Satoru
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
preferential flow  snow  Random Forest  lysimeters  SNOWPACK  
Future Risks of Tsunami-Induced Seawater Intrusion Into Unconfined Coastal Aquifers: Insights From Numerical Simulations at Niijima Island, Japan 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10082-10104
作者:  Liu, Jiaqi;  Tokunaga, Tomochika
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/16
tsunami  seawater intrusion  numerical modeling  Niijima Island  
Scalar Simulation and Parameterization of Water Table Dynamics in Tropical Peatlands 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Cobb, Alexander R.;  Harvey, Charles F.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
tropical peatlands  peatland hydrology  rainfall-runoff models  hillslope hydrology  water table fluctuations  hydraulic transmissivity  
Proneness of European Catchments to Multiyear Streamflow Droughts 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Brunner, Manuela I.;  Tallaksen, Lena M.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
stochastic simulation  phase randomization  threshold  water management  water stores  climate change  
Using Physically Based Synthetic Peak Flows to Assess Local and Regional Flood Frequency Analysis Methods 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Perez, Gabriel;  Mantilla, Ricardo;  Krajewski, Witold F.;  Wright, Daniel B.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
peak flow quantiles  at-site flood frequency analysis  regional flood frequency analysis  Monte Carlo simulation  epistemic error  sampling error  
Reward-Based Participant Management for Crowdsourcing Rainfall Monitoring: An Agent-Based Model Simulation 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Yang, Pan;  Ng, Tze Ling;  Cai, Ximing
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
crowdsourcing  rainfall monitoring  agent-based model  reward allocation  participant management  
Gradient-Based Inverse Estimation for a Rainfall-Runoff Model 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6625-6639
作者:  Krapu, Christopher;  Borsuk, Mark;  Kumar, Mukesh
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
A Cellular Automata Fast Flood Evaluation (CA-ffe) Model 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4936-4953
作者:  Jamali, Behzad;  Bach, Peter M.;  Cunningham, Luke;  Deletic, Ana
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/26
urban pluvial flooding  rapid flood inundation models  Cellular Automata (CA)  HEC-RAS  TUFLOW