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

dc.contributor.authorIrvin, Jeremyen_US
dc.contributor.authorZhou, Sharonen_US
dc.contributor.authorMcNicol, Gavinen_US
dc.contributor.authorLu, Freden_US
dc.contributor.authorLiu, Vincenten_US
dc.contributor.authorFluet-Chouinard, Etienneen_US
dc.contributor.authorOuyang, Zutaoen_US
dc.contributor.authorKnox, Sara Helenen_US
dc.contributor.authorLucas-Moffat, Antjeen_US
dc.contributor.authorTrotta, Carloen_US
dc.contributor.authorPapale, Darioen_US
dc.contributor.authorVitale, Domenicoen_US
dc.contributor.authorMammarella, Ivanen_US
dc.contributor.authorAlekseychik, Pavelen_US
dc.contributor.authorAurela, Mikaen_US
dc.contributor.authorAvati, Ananden_US
dc.contributor.authorBaldocchi, Dennisen_US
dc.contributor.authorBansal, Sheelen_US
dc.contributor.authorBohrer, Gilen_US
dc.contributor.authorCampbell, David I.en_US
dc.contributor.authorJiquan Chenen_US
dc.contributor.authorChu, Housenen_US
dc.contributor.authorDalmagro, Higo J.en_US
dc.contributor.authorDelwiche, Kyle B.en_US
dc.contributor.authorDesai, Ankur R.en_US
dc.contributor.authorEuskirchen, Eugénieen_US
dc.contributor.authorFeron, Sarahen_US
dc.contributor.authorGoeckede, Mathiasen_US
dc.contributor.authorHeimann, Martinen_US
dc.contributor.authorHelbig, Manuelen_US
dc.contributor.authorHelfter, Caroleen_US
dc.contributor.authorHemes, Kyle S.en_US
dc.contributor.authorHirano, Takashien_US
dc.contributor.authorIwata, Hirokien_US
dc.contributor.authorJurasinski, Geralden_US
dc.contributor.authorKalhori, Aramen_US
dc.contributor.authorKondrich, Andrewen_US
dc.contributor.authorLai, Derrick Y.F.en_US
dc.contributor.authorLohila, Annaleaen_US
dc.contributor.authorMalhotra, Avnien_US
dc.contributor.authorMerbold, Lutzen_US
dc.contributor.authorMitra, Bhaskaren_US
dc.contributor.authorNg, Andrewen_US
dc.contributor.authorNilsson, Mats B.en_US
dc.contributor.authorNoormets, Askoen_US
dc.contributor.authorPeichl, Matthiasen_US
dc.contributor.authorRey-Sanchez, A. Camiloen_US
dc.contributor.authorRichardson, Andrew D.en_US
dc.contributor.authorRunkle, Benjamin R.K.en_US
dc.contributor.authorSchäfer, Karina V.R.en_US
dc.contributor.authorSonnentag, Oliveren_US
dc.contributor.authorStuart-Haëntjens, Ellenen_US
dc.contributor.authorSturtevant, Coveen_US
dc.contributor.authorUeyama, Masahitoen_US
dc.contributor.authorValach, Alex C.en_US
dc.contributor.authorVargas, Rodrigoen_US
dc.contributor.authorVourlitis, George L.en_US
dc.contributor.authorWard, Eric J.en_US
dc.contributor.authorWong, Guan Xhuanen_US
dc.contributor.authorZona, Donatellaen_US
dc.contributor.authorAlberto, Ma.Carmelita R.en_US
dc.contributor.authorBillesbach, David P.en_US
dc.contributor.authorCelis, Gerardoen_US
dc.contributor.authorDolman, Hanen_US
dc.contributor.authorFriborg, Thomasen_US
dc.contributor.authorFuchs, Kathrinen_US
dc.contributor.authorGogo, Sébastienen_US
dc.contributor.authorGondwe, Mangaliso J.en_US
dc.contributor.authorGoodrich, Jordan P.en_US
dc.contributor.authorGottschalk, Piaen_US
dc.contributor.authorHörtnagl, Lukasen_US
dc.contributor.authorJacotot, Adrienen_US
dc.contributor.authorKoebsch, Franziskaen_US
dc.contributor.authorKasak, Kunoen_US
dc.contributor.authorMaier, Regineen_US
dc.contributor.authorMorin, Timothy H.en_US
dc.contributor.authorNemitz, Eikoen_US
dc.contributor.authorOechel, Walter C.en_US
dc.contributor.authorOikawa, Patricia Y.en_US
dc.contributor.authorOno, Keisukeen_US
dc.contributor.authorSachs, Torstenen_US
dc.contributor.authorSakabe, Ayakaen_US
dc.contributor.authorSchuur, Edward A.G.en_US
dc.contributor.authorShortt, Roberten_US
dc.contributor.authorSullivan, Ryan C.en_US
dc.contributor.authorSzutu, Daphne J.en_US
dc.contributor.authorTuittila, Eeva-Stiinaen_US
dc.contributor.authorVarlagin, Andrejen_US
dc.contributor.authorVerfaillie, Joseph G.en_US
dc.contributor.authorWille, Christianen_US
dc.contributor.authorWindham-Myers, Lisamarieen_US
dc.contributor.authorPoulter, Benjaminen_US
dc.contributor.authorJackson, Robert B.en_US
dc.date.accessioned2023-03-10T14:38:11Zen_US
dc.date.available2023-03-10T14:38:11Zen_US
dc.identifier.urihttps://hdl.handle.net/10568/129533en_US
dc.titleGap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlandsen_US
dcterms.accessRightsLimited Accessen_US
dcterms.bibliographicCitationIrvin, Jeremy; Zhou, Sharon; McNicol, Gavin; Lu, Fred; Liu, Vincent; Fluet-Chouinard, Etienne; Ouyang, Zutao; Knox, Sara Helen; Lucas-Moffat, Antje; Trotta, Carlo; Papale, Dario; Vitale, Domenico; Mammarella, Ivan; Alekseychik, Pavel; Aurela, Mika; Avati, Anand; Baldocchi, Dennis; Bansal, Sheel; Bohrer, Gil; Campbell, David I.; Chen, Jiquan; Chu, Housen; Dalmagro, Higo J.; Delwiche, Kyle B.; Desai, Ankur R.; Euskirchen, Eugénie; Feron, Sarah; Goeckede, Mathias; Heimann, Martin; Helbig, Manuel; Helfter, Carole; Hemes, Kyle S.; Hirano, Takashi; Iwata, Hiroki; Jurasinski, Gerald; Kalhori, Aram; Kondrich, Andrew; Lai, Derrick Y.F.; Lohila, Annalea; Malhotra, Avni; Merbold, Lutz; Mitra, Bhaskar; Ng, Andrew; Nilsson, Mats B.; Noormets, Asko; Peichl, Matthias; Rey-Sanchez, A. Camilo; Richardson, Andrew D.; Runkle, Benjamin R.K.; Schäfer, Karina V.R.; Sonnentag, Oliver; Stuart-Haëntjens, Ellen; Sturtevant, Cove; Ueyama, Masahito; Valach, Alex C.; Vargas, Rodrigo; Vourlitis, George L.; Ward, Eric J.; Wong, Guan Xhuan; Zona, Donatella; Alberto, Ma.Carmelita R.; Billesbach, David P.; Celis, Gerardo; Dolman, Han; Friborg, Thomas; Fuchs, Kathrin; Gogo, Sébastien; Gondwe, Mangaliso J.; Goodrich, Jordan P.; Gottschalk, Pia; Hörtnagl, Lukas; Jacotot, Adrien; Koebsch, Franziska; Kasak, Kuno; Maier, Regine; Morin, Timothy H.; Nemitz, Eiko; Oechel, Walter C.; Oikawa, Patricia Y.; Ono, Keisuke; Sachs, Torsten; Sakabe, Ayaka; Schuur, Edward A.G.; Shortt, Robert; Sullivan, Ryan C.; Szutu, Daphne J.; Tuittila, Eeva-Stiina; Varlagin, Andrej; Verfaillie, Joseph G.; Wille, Christian; Windham-Myers, Lisamarie; Poulter, Benjamin; Jackson, Robert B. 2021. Gap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlands. Agricultural and Forest Meteorology 308-309: 108528en_US
dcterms.extent108528en_US
dcterms.issued2021-10en_US
dcterms.licenseCopyrighted; all rights reserveden_US
dcterms.publisherElsevier BVen_US
dcterms.subjectwetlandsen_US
dcterms.subjectlearningen_US
dcterms.subjectmethaneen_US
dcterms.subjectmachine learningen_US
dcterms.subjectmodelen_US
dcterms.subjectmachineen_US
dcterms.typeJournal Articleen_US
cg.subject.ilriGHG EMISSIONSen_US
cg.contributor.affiliationArgonne National Laboratoryen_US
cg.contributor.affiliationCalifornia State Universityen_US
cg.contributor.affiliationChinese University of Hong Kongen_US
cg.contributor.affiliationETH Zurichen_US
cg.contributor.affiliationEuro-Mediterranean Center for Climate Changeen_US
cg.contributor.affiliationFinnish Meteorological Instituteen_US
cg.contributor.affiliationGerman Meteorological Serviceen_US
cg.contributor.affiliationGoddard Space Flight Centeren_US
cg.contributor.affiliationHelmholtz Centre Potsdamen_US
cg.contributor.affiliationHokkaido Universityen_US
cg.contributor.affiliationInternational Livestock Research Instituteen_US
cg.contributor.affiliationKarlsruhe Institute of Technologyen_US
cg.contributor.affiliationKyoto Universityen_US
cg.contributor.affiliationLawrence Berkeley National Laboratoryen_US
cg.contributor.affiliationMax Planck Institute for Biogeochemistryen_US
cg.contributor.affiliationMichigan State Universityen_US
cg.contributor.affiliationNational Agriculture and Food Research Organizationen_US
cg.contributor.affiliationNational Ecological Observatory Networken_US
cg.contributor.affiliationNatural Resources Institute Finlanden_US
cg.contributor.affiliationNorthern Arizona Universityen_US
cg.contributor.affiliationRutgers, The State University of New Jerseyen_US
cg.contributor.affiliationSan Diego State Universityen_US
cg.contributor.affiliationShinshu Universityen_US
cg.contributor.affiliationStanford Universityen_US
cg.contributor.affiliationSwedish University of Agricultural Sciencesen_US
cg.contributor.affiliationTexas A&M Universityen_US
cg.contributor.affiliationTuscia Universityen_US
cg.contributor.affiliationUnited States Geological Surveyen_US
cg.contributor.affiliationUniversidade de Cuiabáen_US
cg.contributor.affiliationUniversity of Alaskaen_US
cg.contributor.affiliationUniversity of Arkansasen_US
cg.contributor.affiliationUniversity of Botswanaen_US
cg.contributor.affiliationUniversity of British Columbiaen_US
cg.contributor.affiliationUniversity of Californiaen_US
cg.contributor.affiliationUniversity of Copenhagenen_US
cg.contributor.affiliationUniversity of Delawareen_US
cg.contributor.affiliationUniversity of Floridaen_US
cg.contributor.affiliationUniversity of Helsinkien_US
cg.contributor.affiliationUniversity of Illinoisen_US
cg.contributor.affiliationUniversity of Montrealen_US
cg.contributor.affiliationUniversity of Nebraskaen_US
cg.contributor.affiliationUniversity of Orléansen_US
cg.contributor.affiliationUniversity of Rostocken_US
cg.contributor.affiliationUniversity of Santiago Chileen_US
cg.contributor.affiliationUniversity of Tartuen_US
cg.contributor.affiliationUniversity of Waikatoen_US
cg.contributor.affiliationUniversity of Wisconsinen_US
cg.contributor.affiliationVrije Universiteit Amsterdamen_US
cg.identifier.doihttps://doi.org/10.1016/j.agrformet.2021.108528en_US
cg.creator.identifierLutz Merbold: 0000-0003-4974-170Xen_US
cg.contributor.donorDirectorate for Biological Sciencesen_US
cg.contributor.donorDirectorate for Engineeringen_US
cg.contributor.donorDirectorate for Geosciencesen_US
cg.contributor.donorNatural Environment Research Councilen_US
cg.contributor.donorSwiss National Science Foundationen_US
cg.contributor.donorUnited States Department of Energyen_US
cg.journalAgricultural and Forest Meteorologyen_US
cg.issn0168-1923en_US
cg.volume308-309en_US


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