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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  
Carbon flux from decomposing wood and its dependency on temperature, wood N-2 fixation rate, moisture and fungal composition in a Norway spruce forest 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (5) : 1852-1867
作者:  Rinne-Garmston, Katja T.;  Peltoniemi, Krista;  Chen, Janet;  Peltoniemi, Mikko;  Fritze, Hannu;  Makipaa, Raisa
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/26
activation energy  boreal forest  carbon flux  coarse woody debris  N-2 fixation  nifH  respiration rate  wood-inhabiting fungi  
Earth's radiative imbalance from the Last Glacial Maximum to the present 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (30) : 14881-14886
作者:  Baggenstos, Daniel;  Haberli, Marcel;  Schmitt, Jochen;  Shackleton, Sarah A.;  Birner, Benjamin;  Severinghaus, Jeffrey P.;  Kellerhals, Thomas;  Fischer, Hubertus
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
paleoclimate  deglaciation  noble gases  energy budget  ice cores  
Global reconstruction of historical ocean heat storage and transport 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (4) : 1126-1131
作者:  Zanna, Laure;  Khatiwala, Samar;  Gregory, Jonathan M.;  Ison, Jonathan;  Heimbach, Patrick
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
ocean heat content  Earth'  s energy imbalance  sea-level rise  climate change  ocean processes