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Seasonal variability of forest sensitivity to heat and drought stresses: A synthesis based on carbon fluxes from North American forest ecosystems 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Xu, Bing;  Arain, M. Altaf;  Black, T. Andrew;  Law, Beverly E.;  Pastorello, Gilberto Z.;  Chu, Housen
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
climatic stresses  drought  eddy covariance technique  FLUXNET2015  forest carbon cycle  heat wave  net ecosystem productivity  
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