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Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Kang, Yanghui;  Ozdogan, Mutlu;  Zhu, Xiaojin;  Ye, Zhiwei;  Hain, Christopher;  Anderson, Martha
收藏  |  浏览/下载：15/0  |  提交时间：2020/07/02
crop yields  climate impact  machine learning  deep learning  data-driven  
Exploring trends in wet-season precipitation and drought indices in wet, humid and dry regions 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Funk, Chris;  Harrison, Laura;  Alexander, Lisa;  Peterson, Pete;  Behrangi, Ali;  Husak, Greg
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/17
precipitation  precipitation extremes  climate change  drought  evapotranspiration  global warming  satellite precipitation  
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  
Designing sensor networks to resolve spatio-temporal urban temperature variations: fixed, mobile or hybrid? 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (7)
作者:  Yang, Jiachuan;  Bou-Zei, Elie
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
meteorological measurement  urban monitoring network  sensor network optimization  urban heat island  
Measurement-based assessment of health burdens from long-term ozone exposure in the United States, Europe, and China 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (10)
作者:  Seltzer, Karl M.;  Shindell, Drew T.;  Malley, Christopher S.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
ozone exposure  air quality  health burden  premature mortality  
Towards a feasible and representative pan-African research infrastructure network for GHG observations 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (8)
作者:  Lopez-Ballesteros, Ana;  Beck, Johannes;  Bombelli, Antonio;  Grieco, Elisa;  Lorencova, Eliska Krkoska;  Merbold, Lutz;  Brummer, Christian;  Hugo, Wim;  Scholes, Robert;  Vackar, David;  Vermeulen, Alex;  Acosta, Manuel;  Butterbach-Bahl, Klaus;  Helmschrot, Jorg;  Kim, Dong-Gill;  Jones, Michael;  Jorch, Veronika;  Pavelka, Marian;  Skjelvan, Ingunn;  Saunders, Matthew
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
research infrastructures  GHG observations  Africa  climate change  environmental monitoring  adaptation  cooperation