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The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data

Pastorello Gilberto, Trotta Carlo, Canfora Eleonora, Chu Housen, Christianson Danielle S., Cheah You-Wei, Poindexter Cristina, Chen Jing M., Elbashandy Abdelrahman, Humphrey Marty, Isaac Peter, Polidori Diego, Ribeca Alessio, van Ingen Catharine, Zhang Leiming, Amiro Brian, Ammann Christof, Arain M. Altaf, Ardö Junas, Arkebauer Timothy, Arndt Stefan K., Arriga Nicola, Aubinet Marc, Aurela Mika, Baldocchi Daniel, Barr Alan, Beamesderfer Eric, Belelli Marchesini Luca, Bergeron Onil, Beringer Jason, Bernhofer Christian, Berveiller Daniel, Billesbach Dave, Black Thomas Andrew, Blanken Peter D., Bohrer Gil, Boike Julia, Bolstad Paul V., Bonal Damien, Bonnefond Jean-Marc, Bowling David R., Bracho Rosvel, Brodeur Jason, Brümmer Christian, Buchmann Nina, Burban Benoit, Burns Sean P., Buysse Pauline, Cale Peter, Cavagna Mauro, Cellier Pierre, Chen Shiping, Chini Isaac, Christensen Torben R., Cleverly James, Collalti Alessio, Consalvo Claudia, Cook Bruce D., Cook David, Coursolle Carole, Cremonese Eodardo, Curtis Peter S., D'Andrea Ettore, Da Rocha Humberto R., Dai Xiaoqin, Davis Kenneth J., De Cinti Bruno, De Grandcourt Agnès, De Ligne Anne, De Oliveira Raimundo C., Delpierre Nicolas, Desai Ankur R., Di Bella Carlos Marcelo, Di Tommasi Paul, Dolman Han, Domingo Francisco, Dong Gang, Dore Sabina, Duce Pierpaolo, Dufrêne Eric, Dunn Allison, Dusek Jiri, Eamus Derek, Eichelmann Uwe, ElKhidir Hatim Abdalla M., Eugster Werner, Ewenz Cacilia M., Ewers Brent, Famulari Daniela, Fares Silvano, Feigenwinter Iris, Feitz Andrew, Fensholt Rasmus, Filippa Gianluca, Fischer Marc, Frank John, Galvagno Marta, Gharun Mana, Gianelle Damiano, Gielen Bert, Gioli Beniamino, Gitelson Anatoly A., Goded Ignacio, Goeckede Mathias, Goldstein Allen H., Gough Christopher M., Goulden Michaël L., Graf Alexander, Griebel Anne, Gruening Carsten, Grünwald Thomas, Hammerle Albin, Han Shijie, Han Xingguo, Ulf Hansen Birger, Hanson Chad, Hatakka Juha, He Yongtao, Hehn Markus, Heinesch Bernard, Hinko-Najera Nina, Hörtnagl Lukas, Hutley Lindsay, Ibrom Andreas, Ikawa Hiroki, Jackowicz-Korczynski Marcin, Janous Dalibor, Jans Wilma, Jassal Rachhpal, Jiang Shicheng, Kato Tomomichi, Khomik Myroslava, Klatt Janina, Knohl Alexander, Knox Sara, Kobayashi Hideki, Koerber Georgia, Kolle Olaf, Kosugi Yoshiko, Kotani Ayumi, Kowalski Andrew S., Kruijt Bart, Kurbatova Julia, Kutsch Werner L., Kwon Hyojung, Launiainen Samuli, Laurila Tuomas, Law Bev, Leuning Ray, Li Yingniam, Liddell Michael, Limousin Jean-Marc, Lion Marryanna, Liska Adam J., Lohila Annalea, López-Ballesteros Ana, López-Blanco Efrén, Loubet Benjamin, Loustau Denis, Lucas-Moffat Antje, Lüers Johannes, Ma Siyan, Macfarlane Craig, Magliulo Vincenzo, Maier Regine, Mammarella Ivan, Manca Giovanni, Marcolla Barbara, Margolis Hank, Marras Serena, Massman William, Mastepanov Mikhail, Matamala Roser, Hatala Matthes Jaclyn, Mazzenga Francesco, McCaughey Harry, McHugh Ian, McMillan Andrew M. S., Merbold Lutz, Meyer Wayne, Meyers Tilden, Miller Scott, Minerbi Stefano, Moderow Uta, Monson Russell K., Montagnani Leonardo, Moore Caitlin E., Moors Eddy J., Moreaux Virginie, Moureaux Christine, Munger J. William, Nakai Taro, Neirynck Johan, Nesic Zoran, Nicolini Giacomo, Noormets Asko, Northwood Matthew, Nosetto Marcelo, Nouvellon Yann, et al.. 2020. The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data. Scientific Data, 7:225, 27 p.

Journal article ; Data paper ; Article de revue à facteur d'impact Revue en libre accès total
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Url - éditeur : https://rdcu.be/b50Fh

Abstract : The FLUXNET2015 dataset provides ecosystem-scale data on CO2, water, and energy exchange between the biosphere and the atmosphere, and other meteorological and biological measurements, from 212 sites around the globe (over 1500 site-years, up to and including year 2014). These sites, independently managed and operated, voluntarily contributed their data to create global datasets. Data were quality controlled and processed using uniform methods, to improve consistency and intercomparability across sites. The dataset is already being used in a number of applications, including ecophysiology studies, remote sensing studies, and development of ecosystem and Earth system models. FLUXNET2015 includes derived-data products, such as gap-filled time series, ecosystem respiration and photosynthetic uptake estimates, estimation of uncertainties, and metadata about the measurements, presented for the first time in this paper. In addition, 206 of these sites are for the first time distributed under a Creative Commons (CC-BY 4.0) license. This paper details this enhanced dataset and the processing methods, now made available as open-source codes, making the dataset more accessible, transparent, and reproducible.

Mots-clés Agrovoc : Collecte de données, collection [EN], Écosystème, ecosystem approaches [EN], Dioxyde de carbone, Eau, Échange d'énergie, Donnée climatique, Observation météorologique

Mots-clés libres : Eddy covariance, CO2 fluxes, Energy fluxes, Water vapor fluxes, FLUXNET

Classification Agris : P01 - Nature conservation and land resources

Champ stratégique Cirad : CTS 6 (2019-) - Changement climatique

Agence(s) de financement européenne(s) : European Commission

Programme de financement européen : H2020

Auteurs et affiliations

  • Pastorello Gilberto, Lawrence Berkeley National Laboratory (USA) - auteur correspondant
  • Trotta Carlo, Università degli studi della Tuscia (ITA)
  • Canfora Eleonora, Università degli studi della Tuscia (ITA)
  • Chu Housen, Lawrence Berkeley National Laboratory (USA)
  • Christianson Danielle S., Lawrence Berkeley National Laboratory (USA)
  • Cheah You-Wei, Lawrence Berkeley National Laboratory (USA)
  • Poindexter Cristina, UC (USA)
  • Chen Jing M., University of Toronto (CAN)
  • Elbashandy Abdelrahman, Lawrence Berkeley National Laboratory (USA)
  • Humphrey Marty, University of Virginia (USA)
  • Isaac Peter, TERN Ecosystrem Processes (AUS)
  • Polidori Diego, Università degli studi della Tuscia (ITA)
  • Ribeca Alessio, Università degli studi della Tuscia (ITA)
  • van Ingen Catharine, Lawrence Berkeley National Laboratory (USA)
  • Zhang Leiming, Chinese Academy of Sciences (CHN)
  • Amiro Brian, University of Manitoba (CAN)
  • Ammann Christof, Agroscope Research Institute (CHE)
  • Arain M. Altaf, McMaster University (CAN)
  • Ardö Junas, Lund University (SWE)
  • Arkebauer Timothy, University of Nebraska-Lincoln (USA)
  • Arndt Stefan K., University of Melbourne (AUS)
  • Arriga Nicola, University of Antwerp (BEL)
  • Aubinet Marc, Université de Liège (BEL)
  • Aurela Mika, Finnish meteorological institute (FIN)
  • Baldocchi Daniel, UC (USA)
  • Barr Alan, University of Saskatchewan (CAN)
  • Beamesderfer Eric, McMaster University (CAN)
  • Belelli Marchesini Luca, FMACH (ITA)
  • Bergeron Onil, Ministère du Développement durable de l’Environnement et de la Lutte contre les changements climatiques (CAN)
  • Beringer Jason, University of Western Australia (AUS)
  • Bernhofer Christian, Technische Universität Dresden (DEU)
  • Berveiller Daniel, CNRS (FRA)
  • Billesbach Dave, University of Nebraska-Lincoln (USA)
  • Black Thomas Andrew, UNBC (CAN)
  • Blanken Peter D., University of Colorado (USA)
  • Bohrer Gil, Ohio State University (USA)
  • Boike Julia, Alfred Wegener Institute for Polar and Marine Research (DEU)
  • Bolstad Paul V., University of Minnesota (USA)
  • Bonal Damien, Université de Lorraine (FRA)
  • Bonnefond Jean-Marc, INRAE (FRA)
  • Bowling David R., Utah State University (USA)
  • Bracho Rosvel, University of Florida (USA)
  • Brodeur Jason, McMaster University (CAN)
  • Brümmer Christian, Thünen Institute of Climate-Smart Agriculture (DEU)
  • Buchmann Nina, ETH (CHE)
  • Burban Benoit, INRAE (FRA)
  • Burns Sean P., National Center for Atmospheric Research (USA)
  • Buysse Pauline, Université Paris-Saclay (FRA)
  • Cale Peter, Australian Landscape Trust (AUS)
  • Cavagna Mauro, FMACH (ITA)
  • Cellier Pierre, Université Paris-Saclay (FRA)
  • Chen Shiping, Chinese Academy of Sciences (CHN)
  • Chini Isaac, FMACH (ITA)
  • Christensen Torben R., Aarhus University (DNK)
  • Cleverly James, University of Sydney (AUS)
  • Collalti Alessio, Università degli studi della Tuscia (ITA)
  • Consalvo Claudia, Università degli studi della Tuscia (ITA)
  • Cook Bruce D., NASA (USA)
  • Cook David, Argonne National Laboratory (USA)
  • Coursolle Carole, Natural Resources Canada (CAN)
  • Cremonese Eodardo, Environmental Protection Agency of Aosta Valley (ITA)
  • Curtis Peter S., Ohio State University (USA)
  • D'Andrea Ettore, National Research Council (ITA)
  • Da Rocha Humberto R., Universidade de São Paulo (BRA)
  • Dai Xiaoqin, Chinese Academy of Sciences (CHN)
  • Davis Kenneth J., Pennsylvania State University (USA)
  • De Cinti Bruno, National Research Council (ITA)
  • De Grandcourt Agnès
  • De Ligne Anne, Université de Liège (BEL)
  • De Oliveira Raimundo C., EMBRAPA (BRA)
  • Delpierre Nicolas, CNRS (FRA)
  • Desai Ankur R., University of Wisconsin (USA)
  • Di Bella Carlos Marcelo, Facultad de Agronomia (ARG)
  • Di Tommasi Paul, National Research Council (ITA)
  • Dolman Han, Vrije Universiteit (NLD)
  • Domingo Francisco, CSIC (ESP)
  • Dong Gang, Shanxi University (CHN)
  • Dore Sabina, HydroFocus (USA)
  • Duce Pierpaolo, National Research Council (ITA)
  • Dufrêne Eric, CNRS (FRA)
  • Dunn Allison, Worcester State University (USA)
  • Dusek Jiri, Global Change Research Institute (CZE)
  • Eamus Derek, University of Technology Sydney (AUS)
  • Eichelmann Uwe, Technische Universität Dresden (DEU)
  • ElKhidir Hatim Abdalla M., ARC [Agricultural Research Corporation] (SDN)
  • Eugster Werner, ETH (CHE)
  • Ewenz Cacilia M., Airborne Research Australia (AUS)
  • Ewers Brent, University of Wyoming (USA)
  • Famulari Daniela, National Research Council (ITA)
  • Fares Silvano, National Research Council (ITA)
  • Feigenwinter Iris, ETH (CHE)
  • Feitz Andrew, Geoscience Australia (AUS)
  • Fensholt Rasmus, University of Copenhague (DNK)
  • Filippa Gianluca, Environmental Protection Agency of Aosta Valley (ITA)
  • Fischer Marc, Lawrence Berkeley National Laboratory (USA)
  • Frank John, USDA (USA)
  • Galvagno Marta, Environmental Protection Agency of Aosta Valley (ITA)
  • Gharun Mana, ETH (CHE)
  • Gianelle Damiano, FMACH (ITA)
  • Gielen Bert, University of Antwerp (BEL)
  • Gioli Beniamino, CNR (ITA)
  • Gitelson Anatoly A., University of Nebraska (USA)
  • Goded Ignacio, European Commission-Joint Research Centre (ITA)
  • Goeckede Mathias, Max Planck Institut für Biogeochemie (DEU)
  • Goldstein Allen H., UC (USA)
  • Gough Christopher M., Virginia Commonwealth University (USA)
  • Goulden Michaël L., UC (USA)
  • Graf Alexander, Agrosphere (DEU)
  • Griebel Anne, University of Melbourne (AUS)
  • Gruening Carsten, European Commission-Joint Research Centre (ITA)
  • Grünwald Thomas, Technische Universität Dresden (DEU)
  • Hammerle Albin, University of Innsbruck (AUT)
  • Han Shijie, Chinese Academy of Sciences (CHN)
  • Han Xingguo, Chinese Academy of Sciences (CHN)
  • Ulf Hansen Birger, University of Copenhagen (DNK)
  • Hanson Chad, Oregon State University (USA)
  • Hatakka Juha, Finnish meteorological institute (FIN)
  • He Yongtao, Chinese Academy of Sciences (CHN)
  • Hehn Markus, Technische Universität Dresden (DEU)
  • Heinesch Bernard, Université de Liège (BEL)
  • Hinko-Najera Nina, University of Melbourne (AUS)
  • Hörtnagl Lukas, ETH (CHE)
  • Hutley Lindsay, Charles Darwin University (AUS)
  • Ibrom Andreas, Technical University of Denmark (DNK)
  • Ikawa Hiroki, NARO (JPN)
  • Jackowicz-Korczynski Marcin, Lund University (SWE)
  • Janous Dalibor, Czech Academy of Sciences (CZE)
  • Jans Wilma, Wageningen University (NLD)
  • Jassal Rachhpal, University of British Columbia (CAN)
  • Jiang Shicheng, Northeast Normal University (CHN)
  • Kato Tomomichi, Hokkaido University (JPN)
  • Khomik Myroslava, McMaster University (CAN)
  • Klatt Janina, Karlsruhe Institute of Technology (DEU)
  • Knohl Alexander, University of Göttingen (DEU)
  • Knox Sara, University of British Columbia (CAN)
  • Kobayashi Hideki, Japan Agency for Marine-Earth Science and Technology (JPN)
  • Koerber Georgia, University of Adelaide (AUS)
  • Kolle Olaf, Max Planck Institut für Biogeochemie (DEU)
  • Kosugi Yoshiko, Kyoto University (JPN)
  • Kotani Ayumi, Nagoya University (JPN)
  • Kowalski Andrew S., University of Granada (ESP)
  • Kruijt Bart, Wageningen University (NLD)
  • Kurbatova Julia, Russian Academy of Sciences (RUS)
  • Kutsch Werner L., Integrated Carbon Observation System (FIN)
  • Kwon Hyojung, Oregon State University (USA)
  • Launiainen Samuli, Natural Resources Institute Finland (FIN)
  • Laurila Tuomas, Finnish meteorological institute (FIN)
  • Law Bev, Oregon State University (USA)
  • Leuning Ray
  • Li Yingniam, Chinese Academy of Sciences (CHN)
  • Liddell Michael, James Cook University (AUS)
  • Limousin Jean-Marc, CNRS (FRA)
  • Lion Marryanna, FRIM [Forest Research Institute Malaysia] (MYS)
  • Liska Adam J., University of Nebraska-Lincoln (USA)
  • Lohila Annalea, Finnish meteorological institute (FIN)
  • López-Ballesteros Ana, Trinity College Dublin (IRL)
  • López-Blanco Efrén, Aarhus University (DNK)
  • Loubet Benjamin, INRAE (FRA)
  • Loustau Denis, INRAE (FRA)
  • Lucas-Moffat Antje, Thünen Institute of Climate-Smart Agriculture (DEU)
  • Lüers Johannes, University of Bayreuth (DEU)
  • Ma Siyan, UC (USA)
  • Macfarlane Craig, CSIRO (AUS)
  • Magliulo Vincenzo, National Research Council (ITA)
  • Maier Regine, ETH (CHE)
  • Mammarella Ivan, University of Helsinki (FIN)
  • Manca Giovanni, European Commission-Joint Research Centre (ITA)
  • Marcolla Barbara, IASMA (ITA)
  • Margolis Hank, Université de Laval (CAN)
  • Marras Serena, Universita di Sassari (ITA)
  • Massman William, USDA (FRA)
  • Mastepanov Mikhail, Aarhus University (DNK)
  • Matamala Roser, Argonne National Laboratory (USA)
  • Hatala Matthes Jaclyn, Wellesley College (USA)
  • Mazzenga Francesco, National Research Council (ITA)
  • McCaughey Harry, Queen's University (CAN)
  • McHugh Ian, University of Melbourne (AUS)
  • McMillan Andrew M. S., Environmental Analytics (NZL)
  • Merbold Lutz, ILRI (KEN)
  • Meyer Wayne, University of Adelaide (AUS)
  • Meyers Tilden, Air Resources Laboratory (USA)
  • Miller Scott, State University of New York (USA)
  • Minerbi Stefano, Forest Department of South Tyrol (ITA)
  • Moderow Uta, Technische Universität Dresden (DEU)
  • Monson Russell K., University of Arizona (USA)
  • Montagnani Leonardo, Forest Department of South Tyrol (ITA)
  • Moore Caitlin E., University of Illinois (USA)
  • Moors Eddy J., Wageningen University (NLD)
  • Moreaux Virginie, INRAE (FRA)
  • Moureaux Christine, Université de Liège (BEL)
  • Munger J. William, Harvard University (USA)
  • Nakai Taro, National Taiwan University (TWN)
  • Neirynck Johan, INBO (BEL)
  • Nesic Zoran, University of British Columbia (CAN)
  • Nicolini Giacomo, Università degli studi della Tuscia (ITA)
  • Noormets Asko, Texas A & M University (USA)
  • Northwood Matthew, Charles Darwin University (AUS)
  • Nosetto Marcelo, Instituto de Matemática Aplicada San Luis (ARG)
  • Nouvellon Yann, CIRAD-PERSYST-UMR Eco&Sols (THA)
  • et al.

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