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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  
Keeping TABS on the Texas Gulf Coast 新闻
来源平台:Environmental Monitor. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:8/0  |  提交时间:2020/01/16
Can Arctic ‘ice management’ combat climate change? 新闻
来源平台:Alfred Wegener Institute. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:5/0  |  提交时间:2020/01/16
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
Atmospheric River Storms Create $1 Billion-a-Year Flood Damage 新闻
来源平台:Scripps Institution of Oceanography. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:7/0  |  提交时间:2020/01/16
River Management On a Changing Planet 新闻
来源平台:Environmental Monitor. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:10/0  |  提交时间:2020/01/16
Interannual variation of terrestrial carbon cycle: Issues and perspectives 期刊论文
GLOBAL CHANGE BIOLOGY, 2020, 26 (1) : 300-318
作者:  Piao, Shilong;  Wang, Xuhui;  Wang, Kai;  Li, Xiangyi;  Bastos, Ana;  Canadell, Josep G.;  Ciais, Philippe;  Friedlingstein, Pierre;  Sitch, Stephen
收藏  |  浏览/下载:19/0  |  提交时间:2020/02/17
carbon cycle  carbon-climate system  interaction of climatic factors  interannual variability  moisture  semiarid  temperature  terrestrial ecosystems  
What Triggers Streamflow for Intermittent Rivers and Ephemeral Streams in Low-Gradient Catchments in Mediterranean Climates 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Gutierrez-Jurado, Karina Y.;  Partington, Daniel;  Batelaan, Okke;  Cook, Peter;  Shanafield, Margaret
收藏  |  浏览/下载:8/0  |  提交时间:2020/02/16
Intermittent Rivers and Ephemeral Streams  Streamflow generation  Integrated surface-subsurface modeling  Hydrological processes  
Climate Science in Review: A Look Back on 2019 新闻
来源平台:Scripps Institution of Oceanography. 发布日期:2019
作者:  admin
收藏  |  浏览/下载:7/0  |  提交时间:2020/01/16
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