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Identifying dominant environmental predictors of freshwater wetland methane fluxes across diurnal to seasonal time scales 期刊论文
Global Change Biology, 2021
作者:  Sara H. Knox;  Sheel Bansal;  Gavin McNicol;  Karina Schafer;  Cove Sturtevant;  Masahito Ueyama;  Alex C. Valach;  Dennis Baldocchi;  Kyle Delwiche;  Ankur R. Desai;  Eugenie Euskirchen;  Jinxun Liu;  Annalea Lohila;  Avni Malhotra;  Lulie Melling;  William Riley;  Benjamin R. K. Runkle;  Jessica Turner;  Rodrigo Vargas;  Qing Zhu;  Tuula Alto;  Etienne Fluet-Chouinard;  Mathias Goeckede;  Joe R. Melton;  Oliver Sonnentag;  Timo Vesala;  Eric Ward;  Zhen Zhang;  Sarah Feron;  Zutao Ouyang;  Pavel Alekseychik;  Mika Aurela;  Gil Bohrer;  David I. Campbell;  Jiquan Chen;  Housen Chu;  Higo J. Dalmagro;  Jordan P. Goodrich;  Pia Gottschalk;  Takashi Hirano;  Hiroki Iwata;  Gerald Jurasinski;  Minseok Kang;  Franziska Koebsch;  Ivan Mammarella;  Mats B. Nilsson;  Keisuke Ono;  Matthias Peichl;  Olli Peltola;  Youngryel Ryu;  Torsten Sachs;  Ayaka Sakabe;  Jed P. Sparks;  Eeva-Stiina Tuittila;  George L. Vourlitis;  Guan X. Wong;  Lisamarie Windham-Myers;  Benjamin Poulter;  Robert B. Jackson
收藏  |  浏览/下载：22/0  |  提交时间：2021/06/07
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  
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