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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  
Understanding Terrestrial Water Storage Declining Trends in the Yellow River Basin 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (23) : 12963-12984
作者:  Jing, Wenlong;  Yao, Ling;  Zhao, Xiaodan;  Zhang, Pengyan;  Liu, Yangxiaoyue;  Xia, Xiaolin;  Song, Jia;  Yang, Ji;  Li, Yong;  Zhou, Chenghu
收藏  |  浏览/下载：11/0  |  提交时间：2020/02/17
Understanding Terrestrial Water Storage Declining Trends in the Yellow River Basin 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019
作者:  Jing, Wenlong;  Yao, Ling;  Zhao, Xiaodan;  Zhang, Pengyan;  Liu, Yangxiaoyue;  Xia, Xiaolin;  Song, Jia;  Yang, Ji;  Li, Yong;  Zhou, Chenghu
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17
The Yellow River Basin  terrestrial water storage  GRACE satellites  land surface model  hydrology model  
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  
A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Jiang, Hao;  Hu, Hao;  Zhong, Renhai;  Xu, Jinfan;  Xu, Jialu;  Huang, Jingfeng;  Wang, Shaowen;  Ying, Yibin;  Lin, Tao
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
climate change impact  corn yield  deep learning  geospatial discovery  phenology  
The extent to which an unforeseen biotic disturbance can challenge timber expectations 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 453
作者:  Woods, Alex J.;  Watts, Martin
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/17
Managed forest productivity  Biotic disturbance agents  Forest pathogens  Uncertainty  Interior spruce  Tomentosus root disease  
Carbon-diversity hotspots and their owners in Brazilian southeastern Savanna, Atlantic Forest and Semi-Arid Woodland domains 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 452
作者:  de Oliveira Silveira, Eduarda Martiniano;  Nunes Santos Terra, Marcela de Castro;  ter Steege, Hans;  Maeda, Eduardo Eiji;  Acerbi Junior, Fausto Weimar;  Soares Scolforo, Jose Roberto
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/27
Co-beneficial conservation  Aboveground carbon  Tree species diversity  Remote sensing  Climate  Terrain-data  
Using fine scale resolution vegetation data from LiDAR and ground-based sampling to predict Pacific marten resting habitat at multiple spatial scales 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 452
作者:  Tweedy, Patrick J.;  Moriarty, Katie M.;  Bailey, John D.;  Epps, Clinton W.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Pacific marten  Martes caurina  LiDAR  Multi-scale  Habitat modeling  California  
Data-Driven Modeling of the Distribution of Diazotrophs in the Global Ocean 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (21) : 12258-12269
作者:  Tang, Weiyi;  Cassar, Nicolas
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/17
diazotrophs  marine nitrogen fixation  meta-analysis  machine learning  
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