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Self-Organizing Maps for Evaluation of Biogeochemical Processes and Temporal Variations in Water Quality of Subtropical Reservoirs 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10268-10281
作者:  Melo, Darllene S.;  Gontijo, Erik S. J.;  Frascareli, Daniele;  Simonetti, Vanessa C.;  Machado, Leila S.;  Barth, Johannes A. C.;  Moschini-Carlos, Viviane;  Pompeo, Marcelo L.;  Rosa, Andre H.;  Friese, Kurt
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Kohonen neural network  trophic state index (TSI)  limnology  reservoir management  
Historic Flood Reconstruction With the Use of an Artificial Neural Network 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Bomers, A.;  van der Meulen, B.;  Schielen, R. M. J.;  Hulscher, S. J. M. H.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Flood reconstruction  Artificial Neural Network  Confidence interval  Surogatte modelling  
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  
Prediction and Inference of Flow Duration Curves Using Multioutput Neural Networks 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6850-6868
作者:  Worland, Scott. C.;  Steinschneider, Scott;  Asquith, William;  Knight, Rodney;  Wieczorek, Michael
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Velocity Field Estimation on Density-Driven Solute Transport With a Convolutional Neural Network 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7275-7293
作者:  Kreyenberg, Philipp J.;  Bauser, Hannes H.;  Roth, Kurt
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/27
A Spatially Enhanced Data-Driven Multimodel to Improve Groundwater Forecasts in the High Plains Aquifer, USA 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5941-5961
作者:  Amaranto, A.;  Munoz-Arriola, F.;  Solomatine, D. P.;  Corzo, G.
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/27
Measuring River Wetted Width From Remotely Sensed Imagery at the Subpixel Scale With a Deep Convolutional Neural Network 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5631-5649
作者:  Ling, Feng;  Boyd, Doreen;  Ge, Yong;  Foody, Giles M.;  Li, Xiaodong;  Wang, Lihui;  Zhang, Yihang;  Shi, Lingfei;  Shang, Cheng;  Li, Xinyan;  Du, Yun
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Deep Autoregressive Neural Networks for High-Dimensional Inverse Problems in Groundwater Contaminant Source Identification 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3856-3881
作者:  Mo, Shaoxing;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
Improving Snow Water Equivalent Maps With Machine Learning of Snow Survey and Lidar Measurements 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3739-3757
作者:  Broxton, Patrick D.;  van Leeuwen, Willem J. D.;  Biederman, Joel A.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
Snow Density  LiDAR  Snow Survey  Artificial Neural Network  SWE  
Snow Drought Rick and Susceptibility in the Western United States and Southwestern Canada 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 3076-3091
作者:  Dierauer, Jennifer R.;  Allen, Diana M.;  Whitfield, Paul H.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26