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Satellite Gravimetry Improves Seasonal Streamflow Forecast Initialization in Africa 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Getirana, Augusto;  Jung, Hahn Chul;  Arsenault, Kristi;  Shukla, Shraddhanand;  Kumar, Sujay;  Peters-Lidard, Christa;  Maigari, Issoufou;  Mamane, Bako
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
seasonal forecast  GRACE  data assimilation  terrestrial water storage  streawmflow  West Africa  
A Rainfall-Runoff Model With LSTM-Based Sequence-to-Sequence Learning 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Xiang, Zhongrun;  Yan, Jun;  Demir, Ibrahim
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
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  
Process-Guided Deep Learning Predictions of Lake Water Temperature 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Read, Jordan S.;  Jia, Xiaowei;  Willard, Jared;  Appling, Alison P.;  Zwart, Jacob A.;  Oliver, Samantha K.;  Karpatne, Anuj;  Hansen, Gretchen J. A.;  Hanson, Paul C.;  Watkins, William;  Steinbach, Michael;  Kumar, Vipin
收藏  |  浏览/下载：19/0  |  提交时间：2020/02/16
deep learning  lake modelling  temperature prediction  process-guided deep learning  theory-guided data science  data science  
Experimental Testing Scale Considerations for the Investigation of Bare-Soil Evaporation Dynamics in the Presence of Sustained Above-Ground Airflow 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8963-8982
作者:  Trautz, Andrew C.;  Illangasekare, Tissa H.;  Howington, Stacy
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
bare-soil evaporation  soil-atmosphere feedbacks  experimental scale considerations  intermediate-scale experimentation  wind tunnel  
Exploring Drivers of Regional Water-Quality Change Using Differential Spatially Referenced Regression-A Pilot Study in the Chesapeake Bay Watershed 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (10) : 8120-8145
作者:  Chanat, Jeffrey G.;  Yang, Guoxiang
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
Unsurprising Surprises: The Frequency of Record-breaking and Overthreshold Hydrological Extremes Under Spatial and Temporal Dependence 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6460-6487
作者:  Serinaldi, Francesco;  Kilsby, Chris G.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
record-breaking values  overthreshold values  Poisson binomial and beta-binomial distributions  spatiotemporal binary processes  precipitation and temperature extremes in the United States  Mauna Loa temperature records  
Fractional Models Simulating Non-Fickian Behavior in Four-Stage Single-Well Push-Pull Tests 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (11)
作者:  Chen, Kewei;  Zhan, Hongbin;  Yang, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
fractional model  non-Fickian  single-well push-pull  
Confounding factors in determining causal soil moisture-precipitation feedback 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (7)
作者:  Tuttle, Samuel E.;  Salvucci, Guido D.
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
Incorporating institutions and collective action into a sociohydrological model of flood resilience 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (2)
作者:  Yu, David J.;  Sangwan, Nikhil;  Sung, Kyungmin;  Chen, Xi;  Merwade, Venkatesh
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09