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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  
Negative feedback processes following drainage slow down permafrost degradation 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (10) : 3254-3266
作者:  Goeckede, Mathias;  Kwon, Min Jung;  Kittler, Fanny;  Heimann, Martin;  Zimov, Nikita;  Zimov, Sergey
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Arctic climate change  drainage disturbance  energy redistribution  long-term effects  permafrost carbon  
Observed and modelled historical trends in the water-use efficiency of plants and ecosystems 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (7) : 2242-2257
作者:  Lavergne, Alienor;  Graven, Heather;  De Kauwe, Martin G.;  Keenan, Trevor F.;  Medlyn, Belinda E.;  Prentice, Iain Colin
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/27
carbon isotopic discrimination  eddy-covariance flux  spatial scales  stomatal conductance  trends in water-use efficiency  vegetation modelling  
Soil aggregates as biogeochemical reactors: Not a way forward in the research on soil-atmosphere exchange of greenhouse gases 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (7) : 2205-2208
作者:  Kravchenko, Alexandra;  Otten, Wilfred;  Garnier, Patricia;  Pot, Valerie;  Baveye, Philippe C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
Changes in timing of seasonal peak photosynthetic activity in northern ecosystems 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (7) : 2382-2395
作者:  Park, Taejin;  Chen, Chi;  Macias-Fauria, Marc;  Tommervik, Hans;  Choi, Sungho;  Winkler, Alexander;  Bhatt, Uma S.;  Walker, Donald A.;  Piao, Shilong;  Brovkin, Victor;  Nemani, Ramakrishna R.;  Myneni, Ranga B.
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/27
carbon cycle  climate change  climate constraint  earth system model  eddy covariance  gross primary productivity  law of minimum  photosynthetic seasonality  remote sensing  
Phytoplankton decline in the eastern North Pacific transition zone associated with atmospheric blocking 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (10) : 3485-3493
作者:  Le, Chengfeng;  Wu, Shuyu;  Hu, Chuanmin;  Beck, Marcus W.;  Yang, Xuchao
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
atmospheric blocking  Ekman transport  global change  jet stream  North Pacific transition zone  phytoplankton  
Global environmental changes impact soil hydraulic functions through biophysical feedbacks 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (6) : 1895-1904
作者:  Robinson, David A.;  Hopmans, Jan W.;  Filipovic, Vilim;  van der Ploeg, Martine;  Lebron, Inma;  Jones, Scott B.;  Reinsch, Sabine;  Jarvis, Nick;  Tuller, Markus
收藏  |  浏览/下载：18/0  |  提交时间：2019/11/26
biophysical feedbacks  environmental change  hydraulic  infiltration  soil physics  soil water content  state shift  water repellency  
Aquatic carbon fluxes dampen the overall variation of net ecosystem productivity in the Amazon basin: An analysis of the interannual variability in the boundless carbon cycle 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (6) : 2094-2111
作者:  Hastie, Adam;  Lauerwald, Ronny;  Ciais, Philippe;  Regnier, Pierre
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/26
Amazon  boundless carbon cycle  carbon  CO2 evasion  ENSO  floodplains  interannual variation  NEP