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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  
Uncertainty in United States coastal wetland greenhouse gas inventorying 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (11)
作者:  Holmquist, James R.;  Windham-Myers, Lisamarie;  Bernal, Blanca;  Byrd, Kristin B.;  Crooks, Steve;  Gonneea, Meagan Eagle;  Herold, Nate;  Knox, Sara H.;  Kroeger, Kevin D.;  McCombs, John;  Megonigal, J. Patrick;  Lu, Meng;  Morris, James T.;  Sutton-Grier, Ariana E.;  Troxler, Tiffany G.;  Weller, Donald E.
收藏  |  浏览/下载：16/0  |  提交时间：2019/04/09
coastal wetland  carbon cycle  tidal wetland  saltmarsh  mangrove  tidal freshwater forest  greenhouse gas inventory  
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