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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 budgets of wetland ecosystems in China 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (6) : 2061-2076
作者:  Xiao, Derong;  Deng, Lei;  Kim, Dong-Gill;  Huang, Chunbo;  Tian, Kun
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/26
carbon emission  carbon sequestration  carbon stock  carbon uptake  climate  wetland  
A radiative forcing analysis of tropical peatlands before and after their conversion to agricultural plantations 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (11) : 5518-5533
作者:  Dommain, Rene;  Frolking, Steve;  Jeltsch-Thoemmes, Aurich;  Joos, Fortunat;  Couwenberg, John;  Glaser, Paul H.
收藏  |  浏览/下载:16/0  |  提交时间:2019/04/09
Acacia plantation  CO2 emissions  drainage-based land use  global warming potential  oil palm plantation  radiative forcing  tropical peatland  
Ecosystem-scale methane flux in tropical peat swamp forest in Indonesia 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (11) : 5123-5136
作者:  Sakabe, Ayaka;  Itoh, Masayuki;  Hirano, Takashi;  Kusin, Kitso
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
anaerobic soil incubation  annual budget  CH4 flux  eddy covariance  groundwater level  seasonal variation  substrate availability  tropical peat swamp forest  
Toward understanding the contribution of waterbodies to the methane emissions of a permafrost landscape on a regional scaleA case study from the Mackenzie Delta, Canada 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (9) : 3976-3989
作者:  Kohnert, Katrin;  Juhls, Bennet;  Muster, Sina;  Antonova, Sofia;  Serafimovich, Andrei;  Metzger, Stefan;  Hartmann, Joerg;  Sachs, Torsten
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
airborne eddy-covariance  Arctic  CH4  lakes  ponds  remote sensing  Sentinel-1  TerraSAR-X  
Greenhouse gas fluxes over managed grasslands in Central Europe 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (5) : 1843-1872
作者:  Hoertnagl, Lukas;  Barthel, Matti;  Buchmann, Nina;  Eugster, Werner;  Butterbach-Bahl, Klaus;  Diaz-Pines, Eugenio;  Zeeman, Matthias;  Klumpp, Katja;  Kiese, Ralf;  Bahn, Michael;  Hammerle, Albin;  Lu, Haiyan;  Ladreiter-Knauss, Thomas;  Burri, Susanne;  Merbold, Lutz
收藏  |  浏览/下载:10/0  |  提交时间:2019/04/09
carbon dioxide  chamber  eddy covariance  emission factor  fertilizer  grazing  livestock  management  methane  nitrous oxide  
How much do direct livestock emissions actually contribute to global warming? 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (4) : 1749-1761
作者:  Reisinger, Andy;  Clark, Harry
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09
1.5 degrees C warming  attribution  climate change metrics  global warming potential  livestock  non-CO2 mitigation  Paris Agreement  
Interannual variation in methane emissions from tropical wetlands triggered by repeated El Nino Southern Oscillation 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (11)
作者:  Zhu, Qiuan;  Peng, Changhui;  Ciais, Philippe;  Jiang, Hong;  Liu, Jinxun;  Bousquet, Philippe;  Li, Shiqin;  Chang, Jie;  Fang, Xiuqin;  Zhou, Xiaolu;  Chen, Huai;  Liu, Shirong;  Lin, Guanghui;  Gong, Peng;  Wang, Meng;  Wang, Han;  Xiang, Wenhua;  Chen, Jing
收藏  |  浏览/下载:10/0  |  提交时间:2019/04/09
atmospheric methane  El Nino-Southern Oscillation  methane emission  tropical wetlands  
Warming of subarctic tundra increases emissions of all three important greenhouse gases - carbon dioxide, methane, and nitrous oxide 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (8)
作者:  Voigt, Carolina;  Lamprecht, Richard E. .;  Marushchak, Maija E.;  Lind, Saara E.;  Novakovskiy, Alexander;  Aurela, Mika;  Martikainen, Pertti J.;  Biasi, Christina
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
Arctic  climate change  DOC leaching  nitrogen cycle  OTC  peat plateau  permafrost  temperature manipulation  
Effects of seasonality, transport pathway, and spatial structure on greenhouse gas fluxes in a restored wetland 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (7)
作者:  McNicol, Gavin;  Sturtevant, Cove S.;  Knox, Sara H.;  Dronova, Iryna;  Baldocchi, Dennis D.;  Silver, Whendee L.
收藏  |  浏览/下载:11/0  |  提交时间:2019/04/09
carbon dioxide  gas flux  greenhouse gas  methane  nitrous oxide  redox  restoration  seasonality  wetland