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Gap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlands

Irvin, J; Zhou, SR; McNicol, G; Lu, F; Liu, V; Fluet-Chouinard, E; Ouyang, ZT; Knox, SH; Lucas-Moffat, A; Trotta, C; Papale, D; Vitale, D; Mammarella, I; Alekseychik, P; Aurela, M; Avati, A; Baldocchi, D; Bansal, S; Bohrer, G; Campbell, DI; Chen, JQ; Chu, HS; Dalmagro, HJ; Delwiche, KB; Desai, AR; Euskirchen, E; Feron, S; Goeckede, M; Heimann, M; Helbig, M; Helfter, C; Hemes, KS; Hirano, T; Iwata, H; Jurasinski, G; Kalhori, A; Kondrich, A; Lai, DYF; Lohila, A; Malhotra, A; Merbold, L; Mitra, B; Ng, A; Nilsson, MB; Noormets, A; Peichl, M; Rey-Sanchez, AC; Richardson, AD; Runkle, BRK; Schafer, KVR; Sonnentag, O; Stuart-Haentjens, E; Sturtevant, C; Ueyama, M; Valach, AC; Vargas, R; Vourlitis, GL; Ward, EJ; Wong, GX; Zona, D; Alberto, MCR; Billesbach, DP; Celis, G; Dolman, H; Friborg, T; Fuchs, K; Gogo, S; Gondwe, MJ; Goodrich, JP; Gottschalk, P; Hortnagl, L; Jacotot, A; Koebsch, F; Kasak, K; Maier, R; Morin, TH; Nemitz, E; Oechel, WC; Oikawa, PY; Ono, K; Sachs, T; Sakabe, A; Schuur, EA; Shortt, R; Sullivan, RC; Szutu, DJ; Tuittila, ES; Varlagin, A; Verfaillie, JG; Wille, C; Windham-Myers, L; Poulter, B; Jackson, RB

McNicol, G (corresponding author), Univ Illinois, Dept Earth & Environm Sci, Chicago, IL 60607 USA.

AGRICULTURAL AND FOREST METEOROLOGY, 2021; 308 ():

Abstract

Time series of wetland methane fluxes measured by eddy covariance require gap-filling to estimate daily, seasonal, and annual emissions. Gap-filling m......

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