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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  
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  
Ensemble Streamflow Forecasting Using an Energy Balance Snowmelt Model Coupled to a Distributed Hydrologic Model with Assimilation of Snow and Streamflow Observations 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10813-10838
作者:  Gichamo, Tseganeh Z.;  Tarboton, David G.
收藏  |  浏览/下载：12/0  |  提交时间：2020/02/16
ensemble streamflow forecast  Utah Energy Balance (UEB) snowmelt model  Research Distributed Hydrologic Model (RDHM)  data assimilation  ensemble Kalman filter (EnKF)  particle filter (PF)  
Sensing Area-Average Snow Water Equivalent with Cosmic-Ray Neutrons: The Influence of Fractional Snow Cover 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10796-10812
作者:  Schattan, P.;  Koehli, M.;  Schroen, M.;  Baroni, G.;  Oswald, S. E.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
area-average snow monitoring  cosmic-ray neutron sensing  neutron simulations  spatial heterogeneity  fractional snow cover  
A Consistent Approach for Probabilistic Residential Flood Loss Modeling in Europe 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10616-10635
作者:  Luedtke, Stefan;  Schroeter, Kai;  Steinhausen, Max;  Weise, Laura;  Figueiredo, Rui;  Kreibich, Heidi
收藏  |  浏览/下载：4/0  |  提交时间：2020/02/16
Probabilistic  flood loss model  Europe  flood risk  
Multiscale Data Fusion for Surface Soil Moisture Estimation: A Spatial Hierarchical Approach 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10443-10465
作者:  Kathuria, Dhruva;  Mohanty, Binayak P.;  Katzfuss, Matthias
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/16
soil moisture remote sensing  scaling  multi-instrument data fusion  spatial hierarchical model  uncertainty  physical controls  
A generalized HIV vaccine design strategy for priming of broadly neutralizing antibody responses 期刊论文
SCIENCE, 2019, 366 (6470) : 1216-+
作者:  Steichen, Jon M.;  Lin, Ying-Cing;  Havenar-Daughton, Colin;  Pecetta, Simone;  Ozorowski, Gabriel;  Willis, Jordan R.;  Toy, Laura;  Sok, Devin;  Liguori, Alessia;  Kratochvil, Sven;  Torres, Jonathan L.;  Kalyuzhniy, Oleksandr;  Melzi, Eleonora;  Kulp, Daniel W.;  Raemisch, Sebastian;  Hu, Xiaozhen;  Bernard, Steffen M.;  Georgeson, Erik;  Phelps, Nicole;  Adachi, Yumiko;  Kubitz, Michael;  Landais, Elise;  Umotoy, Jeffrey;  Robinson, Amanda;  Briney, Bryan;  Wilson, Ian A.;  Burton, Dennis R.;  Ward, Andrew B.;  Crotty, Shane;  Batista, Facundo D.;  Schief, William R.
收藏  |  浏览/下载：13/0  |  提交时间：2020/02/17
Computational design of a modular protein sense-response system 期刊论文
SCIENCE, 2019, 366 (6468) : 1024-+
作者:  Glasgow, Anum A.;  Huang, Yao-Ming;  Mandell, Daniel J.;  Thompson, Michael;  Ritterson, Ryan;  Loshbaugh, Amanda L.;  Pellegrino, Jenna;  Krivacic, Cody;  Pache, Roland A.;  Barlow, Kyle A.;  Ollikainen, Noah;  Jeon, Deborah;  Kelly, Mark J. S.;  Fraser, James S.;  Kortemme, Tanja
收藏  |  浏览/下载：15/0  |  提交时间：2020/02/17
On the Optimal Spatial Design for Groundwater Level Monitoring Networks 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Ohmer, M.;  Liesch, T.;  Goldscheider, N.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
groundwater level monitoring network  sampling design  low-discrepancy  geostatistics  spatial optimization  
A Regularization Approach to Improve the Sequential Calibration of a Semidistributed Hydrological Model 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  de Lavenne, A.;  Andreassian, V.;  Thirel, G.;  Ramos, M. -H.;  Perrin, C.
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/16
semidistributed model  stepwise calibration  regularization  ungauged basins