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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：12/0  |  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：8/0  |  提交时间：2020/07/02
flash flood  risk  flood damage  machine learning  
Monitoring hydropower reliability in Malawi with satellite data and machine learning 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (1)
作者:  Falchetta, Giacomo;  Kasamba, Chisomo;  Parkinson, Simon C.
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
hydroelectricity  vulnerability  extreme hydroclimatic events  energy-climate-water nexus  random forests  remote sensing  
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：8/0  |  提交时间：2020/02/17
biotechnology  public opinion  values  machine learning  
Satellite-detected gain in built-up area as a leading economic indicator 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Ying, Qing;  Hansen, Matthew C.;  Sun, Laixiang;  Wang, Lei;  Steininger, Marc
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/17
leading economic indicator  built-up area  anthropogenic bare ground gain  global and regional scale  the great recession  spatio-temporal dynamics  landsat  
How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (7)
作者:  Sun, Alexander Y.;  Scanlon, Bridget R.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
machine learning  deep learning  predictive analytics  artificial intelligence  environmental management  big Data  remote sensing  
Spatially contextualized analysis of energy use for commuting in India 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (4)
作者:  Ahmad, Sohail;  Creutzig, Felix
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
India  regression tree  GHG emissions  transport sector  mitigation  machine learning  
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  
Machine learning to analyze the social-ecological impacts of natural resource policy: insights from community forest management in the Indian Himalaya 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (2)
作者:  Rana, Pushpendra;  Miller, Daniel C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
forest policy  community forest management  forest livelihoods  deforestation  machine learning  impact evaluation