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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  
Biogeographic variation in temperature sensitivity of decomposition in forest soils 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Li, Jinquan;  Nie, Ming;  Pendall, Elise;  Reich, Peter B.;  Pei, Junmin;  Noh, Nam Jin;  Zhu, Ting;  Li, Bo;  Fang, Changming
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
carbon cycle  carbon cycle modelling  carbon decomposition  climate change  forest  Q(10)  spatial heterogeneity  temperature sensitivity  
Global vegetation biomass production efficiency constrained by models and observations 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  He, Yue;  Peng, Shushi;  Liu, Yongwen;  Li, Xiangyi;  Wang, Kai;  Ciais, Philippe;  Arain, M. Altaf;  Fang, Yuanyuan;  Fisher, Joshua B.;  Goll, Daniel;  Hayes, Daniel;  Huntzinger, Deborah N.;  Ito, Akihiko;  Jain, Atul K.;  Janssens, Ivan A.;  Mao, Jiafu;  Matteo, Campioli;  Michalak, Anna M.;  Peng, Changhui;  Penuelas, Josep;  Poulter, Benjamin;  Qin, Dahe;  Ricciuto, Daniel M.;  Schaefer, Kevin;  Schwalm, Christopher R.;  Shi, Xiaoying;  Tian, Hanqin;  Vicca, Sara;  Wei, Yaxing;  Zeng, Ning;  Zhu, Qiuan
收藏  |  浏览/下载:14/0  |  提交时间:2019/11/27
biomass production  BPE  carbon sink  emergent constraint  terrestrial biosphere model  
Tree stem bases are sources of CH4 and N2O in a tropical forest on upland soil during the dry to wet season transition 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (1) : 361-372
作者:  Welch, Bertie;  Gauci, Vincent;  Sayer, Emma J.
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
leaf litter  methane  nitrous oxide  soil  trace greenhouse gases  tree stem emissions  upland tropical forest  
Effect of urbanization on soil methane and nitrous oxide fluxes in subtropical Australia 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (12) : 5695-5707
作者:  van Delden, Lona;  Rowlings, David W.;  Scheer, Clemens;  De Rosa, Daniele;  Grace, Peter R.
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
CH4  Eucalypt forest  grassland  Greenhouse gases  landuse change  N2O  turf grass  Urbanization  
Temporal response of soil organic carbon after grassland-related land-use change 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (10) : 4731-4746
作者:  Li, Wei;  Ciais, Philippe;  Guenet, Bertrand;  Peng, Shushi;  Chang, Jinfeng;  Chaplot, Vincent;  Khudyaev, Sergey;  Peregon, Anna;  Piao, Shilong;  Wang, Yilong;  Yue, Chao
收藏  |  浏览/下载:12/0  |  提交时间:2019/04/09
land-use and land-cover change  NPP  soil carbon response curve  soil organic carbon  temporal change  
Hydraulic redistribution affects modeled carbon cycling via soil microbial activity and suppressed fire 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (8) : 3472-3485
作者:  Fu, Congsheng;  Wang, Guiling;  Bible, Kenneth;  Goulden, Michael L.;  Saleska, Scott R.;  Scott, Russell L.;  Cardon, Zoe G.
收藏  |  浏览/下载:10/0  |  提交时间:2019/04/09
decomposition  heterotrophic respiration  hydraulic descent  hydraulic lift  hydraulic redistribution  NEE  nutrient limitation  
Global effects of plant litter alterations on soil CO2 to the atmosphere 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (8) : 3462-3471
作者:  Chen, Xinli;  Chen, Han Y. H.
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09
aridity index  double litter  experimental duration  litter removal  priming effect  Q(10)  root removal  soil respiration  
Negative emissions from stopping deforestation and forest degradation, globally 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (1) : 350-359
作者:  Houghton, Richard A.;  Nassikas, Alexander A.
收藏  |  浏览/下载:9/0  |  提交时间:2019/04/09
carbon sinks  forests  land management  land use  negative emissions  
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