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Gap-filling Eddy Covariance Methane Fluxes: Comparison of Machine Learning Model Predictions and Uncertainties at FLUXNET-CH4 Wetlands

Jeremy Irvin,Sharon Zhou,Gavin McNicol,Fred Lu,Vincent Liu,Etienne Fluet-Chouinard,Zutao Ouyang,Sara Helen Knox,Antje Lucas-Moffat,Carlo Trotta,Dario Papale,Domenico Vitale,Ivan Mammarella,Pavel Alekseychik,Mika Aurela,Anand Avati,Dennis Baldocchi,Sheel Bansal,Gil Bohrer,David Campbell,Jiquan Chen,Housen Chu,Higo J. Dalmagro,Kyle B. Delwiche,Ankur R. Desai,Eugenie Euskirchen,Sarah Feron,Mathias Goeckede,Martin Heimann,Manuel Helbig,Carole Helfter,Kyle S. Hemes,Takashi Hirano,Hiroki Iwata,Gerald Jurasinski,Aram Kalhori,Andrew Kondrich,Derrick Y. F. Lai,Annalea Lohila,Avni Malhotra,Lutz Merbold,Bhaskar Mitra,Andrew Ng,Mats B. Nilsson,Asko Noormets,Matthias Peichl,A. Camilo Rey-Sanchez,Andrew D. Richardson,Benjamin R. K. Runkle,Karina V. R. Schafer,Oliver Sonnentag,Ellen Stuart-Haentjens,Cove Sturtevant,Masahito Ueyama,Alex C. Valach,Rodrigo Vargas,George L. Vourlitis,Eric J. Ward,Guan Xhuan Wong,Donatella Zona,Ma Carmelita R. Alberto,David P. Billesbach,Gerardo Celis,Han Dolman,Thomas Friborg,Kathrin Fuchs,Sebastien Gogo,Mangaliso J. Gondwe,Jordan P. Goodrich,Pia Gottschalk,Lukas Hortnagl,Adrien Jacotot,Franziska Koebsch,Kuno Kasak,Regine Maier,Timothy H. Morin,Eiko Nemitz,Walter C. Oechel,Patricia Y. Oikawa,Keisuke Ono,Torsten Sachs,Ayaka Sakabe,Edward A. Schuur,Robert Shortt,Ryan C. Sullivan,Daphne J. Szutu,Eeva-Stiina Tuittila,Andrej Varlagin, Joeseph G. Verfaillie,Christian Wille,Lisamarie Windham-Myers,Benjamin Poulter,Robert B. Jackson

Agricultural and forest meteorology（2021）

Cited 63|Views64
Key words
Machine learning,time series,imputation,gap-filling,methane,flux,wetlands
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