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Machine learning and artificial intelligence to aid climate change research and preparedness 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (12)
作者:  Huntingford, Chris;  Jeffers, Elizabeth S.;  Bonsall, Michael B.;  Christensen, Hannah M.;  Lees, Thomas;  Yang, Hui
收藏  |  浏览/下载：15/0  |  提交时间：2020/02/17
climate change  global warming  extreme weather  drought  artificial intelligence  machine learning  climate simulations  
High-resolution mapping of aboveground biomass for forest carbon monitoring system in the Tri-State region of Maryland, Pennsylvania and Delaware, USA 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (9)
作者:  Huang, Wenli;  39;Neil-Dunne, Jarlath
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
forest aboveground biomass  carbon monitoring system  lidar  forest inventory analysis  Maryland  Delaware  Pennsylvania  
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  
Modeling spatial climate change landuse adaptation with multi-objective genetic algorithms to improve resilience for rice yield and species richness and to mitigate disaster risk 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (2)
作者:  Yoon, Eun Joo;  Thorne, James H.;  Park, Chan;  Lee, Dong Kun;  Kim, Kwang Soo;  Yoon, Heeyeun;  Seo, Changwan;  Lim, Chul-Hee;  Kim, Haeryung;  Song, Young-Il
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
scenario planning  landslides  economic value  landuse conversion  trade-offs  South Korea  
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  
Integrating snow science and wildlife ecology in Arctic-boreal North America 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (1)
作者:  Boelman, Natalie T.;  Liston, Glen E.;  Gurarie, Eliezer;  Meddens, Arjan J. H.;  Mahoney, Peter J.;  Kirchner, Peter B.;  Bohrer, Gil;  Brinkman, Todd J.;  Cosgrove, Chris L.;  Eitel, Jan U. H.;  Hebblewhite, Mark;  Kimball, John S.;  LaPoint, Scott;  Nolin, Anne W.;  Pedersen, Stine Hojlund;  Prugh, Laura R.;  Reinking, Adele K.;  Vierling, Lee A.
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/26
ABoVE  Arctic boreal vulnerability experiment  caribou  Dall sheep  polar bear  remote sensing  snow