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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  
Radiative forcing of methane fluxes offsets net carbon dioxide uptake for a tropical flooded forest 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (6) : 1967-1981
作者:  Dalmagro, Higo J.;  Zanella de Arruda, Paulo H.;  Vourlitis, George L.;  Lathuilliere, Michael J.;  Nogueira, Jose de S.;  Couto, Eduardo G.;  Johnson, Mark S.
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/26
CH4 and CO2 fluxes  Eddy-covariance  global change  greenhouse gas balance  hyperseasonal savanna  net ecosystem carbon balance  tropical wetlands  
Ambient changes exceed treatment effects on plant species abundance in global change experiments 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (12) : 5668-5679
作者:  Langley, J. Adam;  Chapman, Samantha K.;  La Pierre, Kimberly J.;  Avolio, Meghan;  Bowman, William D.;  Johnson, David S.;  Isbell, Forest;  Wilcox, Kevin R.;  Foster, Bryan L.;  Hovenden, Mark J.;  Knapp, Alan K.;  Koerner, Sally E.;  Lortie, Christopher J.;  Megonigal, James P.;  Newton, Paul C. D.;  Reich, Peter B.;  Smith, Melinda D.;  Suttle, Kenwyn B.;  Tilman, David
收藏  |  浏览/下载：13/0  |  提交时间：2019/04/09
elevated CO2  nitrogen  phosphorus  plant community  warming  water  
Global synthesis of the temperature sensitivity of leaf litter breakdown in streams and rivers 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (8)
作者:  Shah, Jennifer J. Follstad;  Kominoski, John S.;  Ardon, Marcelo;  Dodds, Walter K.;  Gessner, Mark O.;  Griffiths, Natalie A.;  Hawkins, Charles P.;  Johnson, Sherri L.;  Lecerf, Antoine;  Leroy, Carri J.;  Manning, David W. P.;  Rosemond, Amy D.;  Sinsabaugh, Robert L.;  Swan, Christopher M.;  Webster, Jackson R.;  Zeglin, Lydia H.
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09
activation energy  breakdown  carbon cycling  climate change  detritivore  leaf chemistry  metabolic theory  microbe  organic matter  temperature sensitivity