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Stable machine-learning parameterization of subgrid processes for climate modeling at a range of resolutions 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Yuval, Janni;  39;Gorman, Paul A.
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/06
Between Ostrom and Nordhaus: The research landscape of sustainability economics 期刊论文
ECOLOGICAL ECONOMICS, 2020, 172
作者:  Drupp, Moritz A.;  Baumgaertner, Stefan;  Meyer, Moritz;  Quaas, Martin F.;  von Wehrden, Henrik
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
Sustainability  Economics  Human-nature relationship  Uncertainty  Future  Justice  Literature  Bibliographic analysis  Vocabulary  
Integrating data mining and transmission theory in the ecology of infectious diseases 期刊论文
ECOLOGY LETTERS, 2020, 23 (8) : 1178-1188
作者:  Han, Barbara A.;  39;Regan, Suzanne M.
收藏  |  浏览/下载：8/0  |  提交时间：2020/05/25
Boosted regression  disease dynamics  disease macroecology  pathogen transmission  random forest  statistical learning  zoonosis  zoonotic spillover  
Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Schmidt, Lennart;  Hesse, Falk;  Attinger, Sabine;  Kumar, Rohini
收藏  |  浏览/下载：7/0  |  提交时间：2020/05/13
machine learning  inference  floods  
The Impact of Dams on Design Floods in the Conterminous US 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Zhao, Gang;  Bates, Paul;  Neal, Jeffrey
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
Machine Learning Predicts Reach-Scale Channel Types From Coarse-Scale Geospatial Data in a Large River Basin 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Guillon, Herve;  Byrne, Colin F.;  Lane, Belize A.;  Solis, Samuel Sandoval;  Pasternack, Gregory B.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Snow Depth Patterns in a High Mountain Andean Catchment from Satellite Optical Tristereoscopic Remote Sensing 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Shaw, Thomas E.;  Gascoin, Simon;  Mendoza, Pablo A.;  Pellicciotti, Francesca;  McPhee, James
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Snow depth  Pleiades  Chile  Mountain  LiDAR  
Quantifying Climate and Catchment Control on Hydrological Drought in the Continental United States 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Konapala, Goutam;  Mishra, Ashok
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Multiorder Hydrologic Position in the Conterminous United States: A Set of Metrics in Support of Groundwater Mapping at Regional and National Scales 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11188-11207
作者:  Belitz, Kenneth;  Moore, Richard B.;  Arnold, Terri L.;  Sharpe, Jennifer B.;  Starn, J. J.
收藏  |  浏览/下载：11/0  |  提交时间：2020/02/16
hydrology  groundwater  machine learning  mapping  GIS  
Insights Into Preferential Flow Snowpack Runoff Using Random Forest 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10727-10746
作者:  Avanzi, Francesco;  Johnson, Ryan Curtis;  Oroza, Carlos A.;  Hirashima, Hiroyuki;  Maurer, Tessa;  Yamaguchi, Satoru
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
preferential flow  snow  Random Forest  lysimeters  SNOWPACK