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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  
Artificial Intelligence: applying ‚Deep Reinforcement Learning‘ for sustainable development 新闻
来源平台:Potsdam Institute for Climate Impact Research. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:4/0  |  提交时间:2020/03/26
2019 LIFT Intelligent Water Systems Challenge Winners Demonstrate Power of Technology 新闻
来源平台:Water Environment Federation. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:11/0  |  提交时间:2020/01/16
Is tech a new frontier for sustainability? 新闻
来源平台:Eco-Business Research. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:2/0  |  提交时间:2020/06/16
We Predicted Where Violent Conflicts Will Occur in 2020. Water Is Often a Factor 新闻
来源平台:World Resources Institute. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:7/0  |  提交时间:2020/01/19
Data Assimilation and Online Parameter Optimization in Groundwater Modeling Using Nested Particle Filters 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Ramgraber, M.;  Albert, C.;  Schirmer, M.
收藏  |  浏览/下载:4/0  |  提交时间:2020/02/16
particle filter  data assimilation  parameter optimization  hyperparameters  Bayesian  groundwater  
Application of Machine Learning to Model Wetland Inundation Patterns Across a Large Semiarid Floodplain 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Karimi, Sara Shaeri;  Saintilan, Neil;  Wen, Li;  Valavi, Roozbeh
收藏  |  浏览/下载:5/0  |  提交时间:2020/02/16
machine learning  downsampling  sensitivity-specificity sum maximizer  inundation regime  wetland  environmental water  
EP Attends HP Sustainable Impact Summit: An Inside Look at How It’s Done 新闻
来源平台:Environmental Protection. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:4/0  |  提交时间:2020/01/16
Soil swelling potential across Colorado: A digital soil mapping assessment 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 190
作者:  Stell, Emma;  Guevara, Mario;  Vargas, Rodrigo
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Machine learning  Shrink-swell  Expansive clays  Linear extensibility  
In Quest of Calibration Density and Consistency in Hydrologic Modeling: Distributed Parameter Calibration against Streamflow Characteristics 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (9) : 7784-7803
作者:  Yang, Yuan;  Pan, Ming;  Beck, Hylke E.;  Fisher, Colby K.;  Beighley, R. Edward;  Kao, Shih-Chieh;  Hong, Yang;  Wood, Eric F.
收藏  |  浏览/下载:10/0  |  提交时间:2019/11/27