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Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Kim, Yeonuk;  Johnson, Mark S.;  Knox, Sara H.;  Black, T. Andrew;  Dalmagro, Higo J.;  Kang, Minseok;  Kim, Joon;  Baldocchi, Dennis
收藏  |  浏览/下载:16/0  |  提交时间:2019/11/27
artificial neural network  comparison of gap-filling techniques  eddy covariance  machine learning  marginal distribution sampling  methane flux  random forest  support vector machine  
Isotopic constraint on the twentieth-century increase in tropospheric ozone 期刊论文
NATURE, 2019, 570 (7760) : 224-+
作者:  Yeung, Laurence Y.;  Murray, Lee. T.;  Martinerie, Patricia;  Witrant, Emmanuel;  Hu, Huanting;  Banerjee, Asmita;  Orsi, Anais;  Chappellaz, Jerome
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Slowdown of the Walker circulation at solar cycle maximum 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (15) : 7186-7191
作者:  Misios, Stergios;  Gray, Lesley J.;  Knudsen, Mads F.;  Karoff, Christoffer;  Schmidt, Hauke;  Haigh, Joanna D.
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
11-y solar cycle  Walker circulation  GHG forcing  climate model  
Marine ice sheet instability amplifies and skews uncertainty in projections of future sea-level rise 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (30) : 14887-14892
作者:  Robel, Alexander A.;  Seroussi, Helene;  Roe, Gerard H.
收藏  |  浏览/下载:18/0  |  提交时间:2019/11/27
ice sheet  climate variability  sea level  uncertainty  
Influences of light and humidity on carbonyl sulfide-based estimates of photosynthesis 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (7) : 2470-2475
作者:  Kooijmans, Linda M. J.;  Sun, Wu;  Aalto, Juho;  Erkkila, Kukka-Maaria;  Maseyk, Kadmiel;  Seibt, Ulrike;  Vesala, Timo;  Mammarella, Ivan;  Chen, Huilin
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
carbonyl sulfide  photosynthesis  stomatal conductance  carbon cycle