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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  
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：10/0  |  提交时间：2020/02/17
climate change impact  corn yield  deep learning  geospatial discovery  phenology  
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  
Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Kim, Yeonuk;  Johnson, Mark S.;  Knox, Sara H.;  Black, T. Andrew;  Dalmagro, Higo J.;  Kang, Minseok;  Kim, Joon;  Baldocchi, Dennis
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/27
artificial neural network  comparison of gap-filling techniques  eddy covariance  machine learning  marginal distribution sampling  methane flux  random forest  support vector machine  
Co-constructing future land-use scenarios for the Grenoble region, France 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 190
作者:  Vannier, Clemence;  Bierry, Adeline;  Longaretti, Pierre-Yves;  Nettier, Baptiste;  Cordonnier, Thomas;  Chauvin, Christophe;  Bertrand, Nathalie;  Quetier, Fabien;  Lasseur, Remy;  Lavorel, Sandra
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/27
Participatory scenario planning  Scenario downscaling  Land use and land cover modelling  Landscape conversion  Mountain regions  
Preferences for forest proximity and recreational amenities revealed by the random bidding model 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 189: 181-188
作者:  Tuffery, Laetitia
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/27
Forest proximity  Recreational amenity  Random bidding model  Heterogeneous preference  
Relationships between vegetation in student environments and academic achievement across the continental U.S 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 189: 212-224
作者:  Hodson, Cody B.;  Sander, Heather A.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
Urban vegetation  Green space  Academic achievement  High school graduation rates  Reading proficiency  Mathematics proficiency  
Beyond the park and city dichotomy: Land use and land cover change in the northern coast of Sao Paulo (Brazil) 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 189: 352-361
作者:  Pierri Daunt, Ana Beatriz;  Freire Silva, Thiago Sanna
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/27
Emulation of the Saint Venant Equations Enables Rapid and Accurate Predictions of Infiltration and Overland Flow Velocity on Spatially Heterogeneous Surfaces 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7108-7129
作者:  Crompton, Octavia;  Sytsma, Anneliese;  Thompson, Sally
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/27