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Characterizing soundscapes across diverse ecosystems using a universal acoustic feature set 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (29) : 17049-17055
作者:  Sethi, Sarab S.;  Jones, Nick S.;  Fulcher, Ben D.;  Picinali, Lorenzo;  Clink, Dena Jane;  Klinck, Holger;  Orme, C. David L.;  Wrege, Peter H.;  Ewers, Robert M.
收藏  |  浏览/下载：24/0  |  提交时间：2020/07/09
machine learning  acoustic  soundscape  monitoring  ecology  
Global reconstruction reduces the uncertainty of oceanic nitrous oxide emissions and reveals a vigorous seasonal cycle 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (22) : 11954-11960
作者:  Yang, Simon;  Chang, Bonnie X.;  Warner, Mark J.;  Weber, Thomas S.;  Bourbonnais, Annie M.;  Santoro, Alyson E.;  Kock, Annette;  Sonnerup, Rolf E.;  Bullister, John L.;  Wilson, Samuel T.;  Bianchi, Daniele
收藏  |  浏览/下载：13/0  |  提交时间：2020/05/20
nitrous oxide  air-sea gas exchange  seasonal variability  nitrogen cycle  greenhouse gases  
Deep learning to represent subgrid processes in climate models 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (39) : 9684-9689
作者:  Rasp, Stephan;  Pritchard, Michael S.;  Gentine, Pierre
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
climate modeling  deep learning  subgrid parameterization  convection  
Spatial heterogeneity of climate change as an experiential basis for skepticism 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (1) : 67-71
作者:  Kaufmann, Robert K.;  Mann, Michael L.;  Gopal, Sucharita;  Liederman, Jackie A.;  Howe, Peter D.;  Pretis, Felix;  Tang, Xiaojing;  Gilmore, Michelle
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
climate change  climate skepticism  experiential learning  recency weighting  local climate