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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  
The Environmental Impact of Green Consumption and Sufficiency Lifestyles Scenarios in Europe: Connecting Local Sustainability Visions to Global Consequences 期刊论文
ECOLOGICAL ECONOMICS, 2019, 164
作者:  Vita, Gibran;  Lundstrom, Johan R.;  Hertwich, Edgar G.;  Quist, Jaco;  Ivanova, Diana;  Stadler, Konstantin;  Wood, Richard
收藏  |  浏览/下载:11/0  |  提交时间:2019/11/27
Sustainable lifestyles  Backcasting  Participatory modelling  Environmentally-Extended Multiregional Input-Output (EE-MRIO)  Environmental footprints  Sufficiency  Green consumption  Quality of life  
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  
Contrasting Evaporative Responses of Ecosystems to Heatwaves Traced to the Opposing Roles of Vapor Pressure Deficit and Surface Resistance 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4550-4563
作者:  Wang, Peng;  Li, Dan;  Liao, Weilin;  Rigden, Angela;  Wang, Wen
收藏  |  浏览/下载:11/0  |  提交时间:2019/11/26
evaporative fraction  heatwaves  ecosystem  vapor pressure deficit  surface resistance