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Physics-Constrained Machine Learning of Evapotranspiration 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Zhao, Wen Li;  Gentine, Pierre;  Reichstein, Markus;  Zhang, Yao;  Zhou, Sha;  Wen, Yeqiang;  Lin, Changjie;  Li, Xi;  Qiu, Guo Yu
收藏  |  浏览/下载:16/0  |  提交时间:2020/02/17
machine learning  physics constrained  evapotranspiration  FLUXNET  energy conservation  generalizations  
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:6/0  |  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
Forecast to help shellfish growers weather toxicity 新闻
来源平台:EurekAlert! - Earth Science. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:3/0  |  提交时间:2020/01/16
Detecting Climate Change Effects on Vb Cyclones in a 50-Member Single-Model Ensemble Using Machine Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Mittermeier, M.;  Braun, M.;  Hofstaetter, M.;  Wang, Y.;  Ludwig, R.
收藏  |  浏览/下载:13/0  |  提交时间:2020/02/17
Vb-cyclones  Machine Learning  Artificial Neural Networks (ANN)  Single-Model Large Ensembles  Internal Variability  Floods  
High-def mapping of moisture in the soil 新闻
来源平台:EurekAlert! - Earth Science. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:2/0  |  提交时间:2020/01/16
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
Artificial intelligence may help scientists make spray-on solar cells 新闻
来源平台:EurekAlert! - Earth Science. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:0/0  |  提交时间:2020/01/16
Collaborative Research: The Mechanics of Intermediate Depth Earthquakes: a Multiscale Investigation Combining Seismological Analyses, Laboratory Experiments, and Numerical Modeling 项目
项目编号:1926011; 经费:542348(USD); 起止日期:2019 / dc_date_end
项目负责人:  Craig Foster (Principal Investigator)
收藏  |  浏览/下载:17/0  |  提交时间:2019/11/27
Collaborative Research: The Mechanics of Intermediate Depth Earthquakes: a Multiscale Investigation Combining Seismological Analyses, Laboratory Experiments, and Numerical Modeling 项目
项目编号:1925965; 经费:529866(USD); 起止日期:2019 / dc_date_end
项目负责人:  Zhigang Peng (Principal Investigator)
收藏  |  浏览/下载:17/0  |  提交时间:2019/11/27