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Journal article

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

By Pastorello, Gilberto1; Trotta, Carlo52; Canfora, Eleonora52; Chu, Housen1; Christianson, Danielle1; Cheah, You Wei1; Poindexter, Cristina63; Chen, Jiquan74; Elbashandy, Abdelrahman1; Humphrey, Marty85; Isaac, Peter96; Polidori, Diego52,107; Reichstein, Marcus118; Ribeca, Alessio107; van Ingen, Catharine1; Vuichard, Nicolas129; Zhang, Leiming2; Amiro, Brian13; Ammann, Christof24; Arain, M. Altaf35; Ardö, Jonas46; Arkebauer, Timothy47; Arndt, Stefan K.48; Arriga, Nicola49; Aubinet, Marc50; Aurela, Mika51; Baldocchi, Dennis53; Barr, Alan54; Beamesderfer, Eric35; Marchesini, Luca Belelli55; Bergeron, Onil56; Beringer, Jason57; Bernhofer, Christian58; Berveiller, Daniel59; Billesbach, Dave47; Black, Thomas Andrew60; Blanken, Peter D.61; Bohrer, Gil62; Boike, Julia64; Bolstad, Paul V.65; Bonal, Damien66; Bonnefond, Jean Marc67; Bowling, David R.68; Bracho, Rosvel69; Brodeur, Jason35; Brümmer, Christian70; Buchmann, Nina71; Burban, Benoit72; Burns, Sean P.61; Buysse, Pauline73; Cale, Peter75; Cavagna, Mauro55; Cellier, Pierre73; Chen, Shiping76; Chini, Isaac55; Christensen, Torben R.77; Cleverly, James78; Collalti, Alessio52,79; Consalvo, Claudia52; Cook, Bruce D.80; Cook, David81; Coursolle, Carole82; Cremonese, Edoardo83; Curtis, Peter S.62; D'Andrea, Ettore79; da Rocha, Humberto84; Dai, Xiaoqin2; Davis, Kenneth J.86; De Cinti, Bruno79; de Grandcourt, Agnes87; De Ligne, Anne50; De Oliveira, Raimundo C.88; Delpierre, Nicolas59; Desai, Ankur R.89; Di Bella, Carlos Marcelo90; di Tommasi, Paul79; Dolman, Han91; Domingo, Francisco92; Dong, Gang93; Dore, Sabina94; Duce, Pierpaolo79; Dufrêne, Eric59; Dunn, Allison95; Dušek, Jiří97; Eamus, Derek78; Eichelmann, Uwe58; ElKhidir, Hatim Abdalla M.98; Eugster, Werner71; Ewenz, Cacilia M.99; Ewers, Brent100; Famulari, Daniela79; Fares, Silvano79; Feigenwinter, Iris71; Feitz, Andrew101; Fensholt, Rasmus102; Filippa, Gianluca83; Fischer, Marc1; Frank, John103; Galvagno, Marta83; Gharun, Mana71; Gianelle, Damiano55; Gielen, Bert49; Gioli, Beniamino79; Gitelson, Anatoly47; Goded, Ignacio104; Goeckede, Mathias118; Goldstein, Allen H.53; Gough, Christopher M.105; Goulden, Michael L.106; Graf, Alexander108; Griebel, Anne48; Gruening, Carsten104; Grünwald, Thomas58; Hammerle, Albin109; Han, Shijie110; Han, Xingguo76; Hansen, Birger Ulf102; Hanson, Chad111; Hatakka, Juha51; He, Yongtao2; Hehn, Markus58; Heinesch, Bernard50; Hinko-Najera, Nina48; Hörtnagl, Lukas71; Hutley, Lindsay112; Ibrom, Andreas113,114; Ikawa, Hiroki115; Jackowicz-Korczynski, Marcin77; Janouš, Dalibor97; Jans, Wilma116; Jassal, Rachhpal60; Jiang, Shicheng117; Kato, Tomomichi119; Khomik, Myroslava35; Klatt, Janina120; Knohl, Alexander121; Knox, Sara60; Kobayashi, Hideki122; Koerber, Georgia123; Kolle, Olaf118; Kosugi, Yoshiko124; Kotani, Ayumi125; Kowalski, Andrew126; Kruijt, Bart116; Kurbatova, Julia127; Kutsch, Werner L.128; Kwon, Hyojung111; Launiainen, Samuli130; Laurila, Tuomas51; Law, Bev111; Leuning, Ray; Li, Yingnian131; Liddell, Michael132; Limousin, Jean Marc133; Lion, Marryanna134; Liska, Adam J.47; Lohila, Annalea51,135; López-Ballesteros, Ana136; López-Blanco, Efrén77; Loubet, Benjamin73; Loustau, Denis67; Lucas-Moffat, Antje70,137; Lüers, Johannes138; Ma, Siyan53; Macfarlane, Craig139; Magliulo, Vincenzo79; Maier, Regine71; Mammarella, Ivan135; Manca, Giovanni104; Marcolla, Barbara55; Margolis, Hank A.82; Marras, Serena3,107; Massman, William103; Mastepanov, Mikhail77; Matamala, Roser81; Matthes, Jaclyn Hatala4; Mazzenga, Francesco79; McCaughey, Harry5; McHugh, Ian48; McMillan, Andrew M.S.6; Merbold, Lutz7; Meyer, Wayne123; Meyers, Tilden8; Miller, Scott D.9; Minerbi, Stefano10; Moderow, Uta58; Monson, Russell K.11; Montagnani, Leonardo12; Moore, Caitlin E.14; Moors, Eddy91; Moreaux, Virginie15; Moureaux, Christine50; Munger, J. William16; Nakai, Taro17; Neirynck, Johan18; Nesic, Zoran60; Nicolini, Giacomo52,107; Noormets, Asko19; Northwood, Matthew112; Nosetto, Marcelo20; Nouvellon, Yann133; Novick, Kimberly21; Oechel, Walter22; Olesen, Jørgen Eivind77; Ourcival, Jean Marc133; Papuga, Shirley A.23; Parmentier, Frans Jan46; Paul-Limoges, Eugenie25; Pavelka, Marian97; Peichl, Matthias26; Pendall, Elise27; Phillips, Richard P.21; Pilegaard, Kim113,114; Pirk, Norbert46,139; Posse, Gabriela28; Powell, Thomas1; Prasse, Heiko58; Prober, Suzanne M.139; Rambal, Serge133; Rannik, Üllar135; Raz-Yaseef, Naama1; Rebmann, Corinna29; Reed, David74; de Dios, Victor Resco27; Restrepo-Coupe, Natalia11; Reverter, Borja R.30; Roland, Marilyn49; Sabbatini, Simone52; Sachs, Torsten31; Saleska, Scott R.11; Sánchez-Cañete, Enrique P.126; Sanchez-Mejia, Zulia M.32; Schmid, Hans Peter120; Schmidt, Marius108; Schneider, Karl33; Schrader, Frederik70; Schroder, Ivan101; Scott, Russell L.103; Sedlák, Pavel97; Serrano-Ortíz, Penélope126; Shao, Changliang34; Shi, Peili2; Shironya, Ivan127; Siebicke, Lukas121; Šigut, Ladislav97; Silberstein, Richard36,57; Sirca, Costantino3; Spano, Donatella3; Steinbrecher, Rainer120; Stevens, Robert M.37; Sturtevant, Cove38; Suyker, Andy47; Tagesson, Torbern102; Takanashi, Satoru39; Tang, Yanhong40; Tapper, Nigel41; Thom, Jonathan89; Tomassucci, Michele52; Tuovinen, Juha Pekka51; Urbanski, Shawn103; Valentini, Riccardo52; van der Molen, Michiel116; van Gorsel, Eva42; van Huissteden, Ko91; Varlagin, Andrej127; Verfaillie, Joseph53; Vesala, Timo135; Vincke, Caroline76; Vitale, Domenico52; Vygodskaya, Natalia127; Walker, Jeffrey P.41; Walter-Shea, Elizabeth47; Wang, Huimin2; Weber, Robin53; Westermann, Sebastian28; Wille, Christian31; Wofsy, Steven16; Wohlfahrt, Georg109; Wolf, Sebastian71; Woodgate, William139; Li, Yuelin76; Zampedri, Roberto55; Zhang, Junhui76; Zhou, Guoyi43; Zona, Donatella44,45; Agarwal, Deb1; Biraud, Sebastien1; Torn, Margaret1; Papale, Dario52 ...and 279 more

From

Lawrence Berkeley National Laboratory1

CAS - Institute of Geographical Sciences and Natural Resources Research2

University of Sassari3

Wellesley College4

Queen's University Kingston5

Environmental Analytics NZ Ltd.6

International Livestock Research Institute7

National Oceanic and Atmospheric Administration8

SUNY Albany9

Forestry Department of South Tyrol10

University of Arizona11

Free University of Bozen-Bolzano12

University of Manitoba13

University of Illinois at Urbana-Champaign14

Université Grenoble Alpes15

Harvard University16

University of Alaska Fairbanks17

Belgian National Fund for Scientific Research18

Texas A&M University19

Universidad Nacional de San Luis20

Indiana University Bloomington21

University of Exeter22

Wayne State University23

Agroscope24

University of Zurich25

Swedish University of Agricultural Sciences26

Western Sydney University27

Instituto Nacional de Tecnología Agropecuaria28

Helmholtz Centre for Environmental Research29

Universidade Federal da Paraíba30

Helmholtz Centre Potsdam - German Research Centre for Geosciences31

Instituto Tecnológico de Sonora32

University of Cologne33

Chinese Academy of Agricultural Sciences34

McMaster University35

Edith Cowan University36

Sentek Pty Ltd37

National Ecological Observatory Network38

Forestry and Forest Products Research Institute39

Peking University40

Monash University41

Australian National University42

Nanjing University of Information Science & Technology43

San Diego State University44

University of Sheffield45

Lund University46

University of Nebraska-Lincoln47

University of Melbourne48

University of Antwerp49

University of Liege50

Finnish Meteorological Institute51

Tuscia University52

University of California at Berkeley53

University of Saskatchewan54

Istituto Agrario San Michele all'Adige55

Government of Quebec56

University of Western Australia57

Technische Universität Dresden58

Université Paris-Saclay59

University of British Columbia60

University of Colorado Boulder61

Ohio State University62

California State University Sacramento63

Alfred Wegener Institute - Helmholtz Centre for Polar and Marine Research64

University of Minnesota Twin Cities65

Université de Lorraine66

Université de Bordeaux67

University of Utah68

University of Florida69

Johann Heinrich von Thunen Institute70

Swiss Federal Institute of Technology Zurich71

INRAE - UMR EcoFoG72

AgroParisTech73

Michigan State University74

Australian Landscape Trust75

Chinese Academy of Sciences76

Aarhus University77

University of Technology Sydney78

National Research Council of Italy79

NASA Goddard Space Flight Center80

United States Department of Energy81

Université Laval82

Environmental Protection Agency of Aosta Valley83

Universidade de São Paulo84

University of Virginia85

Pennsylvania State University86

Centre de coopération internationale en recherche agronomique pour le développement87

Empresa Brasileira de Pesquisa Agropecuária88

University of Wisconsin-Madison89

Universidad de Buenos Aires90

Vrije Universiteit Amsterdam91

CSIC92

Shanxi University93

HydroFocus Inc.94

Worcester State University95

TERN Ecosystrem Research Infrastructure96

Czech Academy of Sciences97

Agricultural Research Corporation98

Airborne Research Australia99

University of Wyoming100

Geoscience Australia101

University of Copenhagen102

United States Department of Agriculture103

European Commission Joint Research Centre Institute104

Virginia Commonwealth University105

University of California at Irvine106

Euro-Mediterranean Center on Climate Change107

Jülich Research Centre108

University of Innsbruck109

Henan University110

Oregon State University111

Charles Darwin University112

Department of Environmental Engineering, Technical University of Denmark113

Air, Land & Water Resources, Department of Environmental Engineering, Technical University of Denmark114

National Agriculture and Food Research Organization115

Wageningen University & Research116

Northeast Normal University117

Max Planck Institute for Biogeochemistry118

Hokkaido University119

Karlsruhe Institute of Technology120

University of Göttingen121

Japan Agency for Marine-Earth Science and Technology122

University of Adelaide123

Kyoto University124

Nagoya University125

University of Granada126

Russian Academy of Sciences127

Integrated Carbon Observation System128

Laboratoire des Sciences de Climat et de l’Environnement129

Luke Natural Resources Institute Finland130

CAS - Northwest Institute of Plateau Biology131

James Cook University Queensland132

Université de Montpellier133

Forest Research Institute Malaysia134

University of Helsinki135

Trinity College Dublin136

Deutscher Wetterdienst137

University of Bayreuth138

CSIRO139

...and 129 more

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.

Language: English
Publisher: Nature Publishing Group UK
Year: 2020
Pages: 225
ISSN: 20524463
Types: Journal article
DOI: 10.1038/s41597-020-0534-3
ORCIDs: 0000-0002-9387-3702 , 0000-0001-6377-0262 , 0000-0002-8131-4938 , 0000-0002-8663-7701 , 0000-0003-0761-9458 , 0000-0002-9969-0050 , 0000-0002-0783-5444 , 0000-0002-1433-5173 , 0000-0002-9318-0973 , 0000-0001-7086-9375 , 0000-0002-4046-7225 , 0000-0002-7513-7349 , 0000-0001-8408-4675 , 0000-0002-4619-8361 , 0000-0003-1061-3073 , 0000-0001-7461-6420 , 0000-0002-7405-2220 , 0000-0002-9209-9540 , 0000-0002-5875-2112 , 0000-0001-9602-8603 , 0000-0002-3864-4042 , 0000-0001-7118-8360 , 0000-0001-6621-5010 , 0000-0003-0826-2980 , 0000-0002-6258-1838 , 0000-0002-7664-7797 , 0000-0002-4917-148X , 0000-0002-2731-7150 , 0000-0002-4980-8487 , 0000-0003-3645-7590 , 0000-0003-4289-5095 , 0000-0002-6708-8532 , 0000-0002-5884-210X , 0000-0002-3809-4626 , 0000-0002-2735-1746 , 0000-0003-0906-9402 , 0000-0002-5226-6041 , 0000-0003-0099-0457 , 0000-0002-7145-7281 , 0000-0003-2956-5251 , 0000-0002-5011-2903 , 0000-0003-1960-6718 , 0000-0003-2765-8040 , 0000-0001-6067-0741 , 0000-0003-1466-8653 , 0000-0002-2388-9282 , 0000-0002-8041-9535 , 0000-0003-3067-4527 , 0000-0002-4554-6045 , 0000-0001-7956-2361 , 0000-0001-6543-0333 , 0000-0001-7697-5793 , 0000-0001-7631-2623 , 0000-0003-2833-8401 , 0000-0003-4014-4896 , 0000-0002-9379-3948 , 0000-0003-4870-7622 , 0000-0002-4476-8279 , 0000-0003-2263-0073 , 0000-0003-1963-5906 , 0000-0003-1253-7414 , 0000-0002-5569-0761 , 0000-0001-5533-9886 , Ibrom, Andreas , 0000-0002-4984-8067 , 0000-0002-6727-5215 , 0000-0003-3757-3243 , 0000-0002-7615-8870 , 0000-0003-2255-5835 , 0000-0002-3609-477X , 0000-0002-7373-7519 , 0000-0003-0350-0775 , 0000-0002-6186-1731 , 0000-0003-4452-7376 , 0000-0003-1656-7514 , 0000-0002-1605-1203 , 0000-0001-8182-7752 , 0000-0003-3541-672X , 0000-0003-0609-360X , 0000-0002-3796-8408 , 0000-0003-3990-400X , 0000-0001-5505-6552 , 0000-0003-3158-4136 , 0000-0002-8516-3356 , 0000-0002-5543-0302 , 0000-0001-8999-8062 , 0000-0003-4652-3360 , 0000-0003-4974-170X , 0000-0003-3477-9385 , 0000-0002-9016-5559 , 0000-0002-6620-2735 , 0000-0002-5467-2211 , 0000-0003-2957-9071 , 0000-0003-0993-4419 , 0000-0003-2309-2887 , 0000-0002-1042-8452 , 0000-0002-6107-0614 , 0000-0001-5728-513X , 0000-0003-2221-2111 , 0000-0003-1920-3847 , 0000-0002-3504-026X , 0000-0002-6639-1273 , 0000-0002-7226-0640 , 0000-0003-2952-7706 , 0000-0002-0365-7353 , 0000-0002-7339-3410 , 0000-0002-9940-5846 , 0000-0002-1651-8969 , 0000-0002-1345-4138 , 0000-0001-6624-9536 , 0000-0002-3516-7164 , 0000-0001-5869-8382 , 0000-0002-8892-1423 , 0000-0002-5721-1656 , 0000-0003-3921-1772 , 0000-0002-5770-3896 , 0000-0002-9959-4771 , 0000-0003-0482-6726 , 0000-0001-8444-3885 , 0000-0001-5292-7092 , 0000-0002-4381-2151 , 0000-0002-5668-3467 , 0000-0003-1139-5522 , 0000-0002-1852-1758 , 0000-0003-4766-9118 , 0000-0003-1951-4100 , 0000-0002-9704-782X , 0000-0002-0341-3228 , 0000-0001-9466-5385 , 0000-0002-3207-9978 , 0000-0001-7857-036X , 0000-0002-6756-5634 , 0000-0003-4992-2420 , 0000-0001-7730-2793 , 0000-0002-2549-5236 , 0000-0002-7009-8942 , 0000-0002-4817-2712 , 0000-0001-9235-3257 , 0000-0003-0930-6527 , 0000-0003-3080-6702 , 0000-0001-7717-6993 , 0000-0002-5298-4828 , 0000-0002-5667-7411 , 0000-0002-0003-4839 , 0000-0001-7697-933X , 0000-0001-5170-8648 , 0000-0002-6574-5703 , 0000-0002-5440-6925 , 0000-0002-3133-2089 and Pilegaard, Kim

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