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Machine learning based estimation of land productivity in the contiguous US using biophysical predictors 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Yang, Pan;  Zhao, Qiankun;  Cai, Ximing
收藏  |  浏览/下载：11/0  |  提交时间：2020/08/18
land productivity  marginal land  land use  machine learning  
Leveraging machine learning for predicting flash flood damage in the Southeast US 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (2)
作者:  Alipour, Atieh;  Ahmadalipour, Ali;  Abbaszadeh, Peyman;  Moradkhani, Hamid
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
flash flood  risk  flood damage  machine learning  
Perceptions of emerging biotechnologies 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Azodi, Christina B.;  Dietz, Thomas
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/17
biotechnology  public opinion  values  machine learning  
Soil swelling potential across Colorado: A digital soil mapping assessment 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 190
作者:  Stell, Emma;  Guevara, Mario;  Vargas, Rodrigo
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Machine learning  Shrink-swell  Expansive clays  Linear extensibility  
Integration in the European electricity market: A machine learning-based convergence analysis for the Central Western Europe region 期刊论文
ENERGY POLICY, 2019, 132: 549-566
作者:  Saez, Yago;  Mochon, Asuncion;  Corona, Luis;  Isasi, Pedro
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/27
European electricity market  CWE region  Flow-based market coupling  Random forest  Machine learning  Decision trees  
Human dependence on natural resources in rapidly urbanising South African regions 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (4)
作者:  Balbi, Stefano;  39;Farrell, Patrick
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/26
provisioning ecosystem services  sustainable development  urban transition  machine learning  openly accessible data  informality  
Water Resources Assessment of China's Transboundary River Basins Using a Machine Learning Approach 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 632-655
作者:  Yan, Jiabao;  Jia, Shaofeng;  Lv, Aifeng;  Zhu, Wenbin
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09
water resources  runoff coefficient  machine learning  transboundary river  China  
Measuring human perceptions of a large-scale urban region using machine learning 期刊论文
LANDSCAPE AND URBAN PLANNING, 2018, 180: 148-160
作者:  Zhang, Fan;  Zhou, Bolei;  Liu, Liu;  Liu, Yu;  Fung, Helene H.;  Lin, Hui;  Ratti, Carlo
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
Urban perception  Place semantics  Street-level imagery  Deep learning  Built environment  
Response to Comment on "Predicting reaction performance in C-N cross-coupling using machine learning" 期刊论文
SCIENCE, 2018, 362 (6416)
作者:  Estrada, Jesus G.;  Ahneman, Derek T.;  Sheridan, Robert P.;  Dreher, Spencer D.;  Doyle, Abigail G.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Discriminant effects of consumer electronics use-phase attributes on household energy prediction 期刊论文
ENERGY POLICY, 2018, 118: 346-355
作者:  Mashhadi, Ardeshir Raihanian;  Behdad, Sara
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
Residential electricity consumption  Consumer behavior  User-product interactions  Machine learning