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

Gilberto Pastorello; Carlo Trotta; Eleonora Canfora; Housen Chu; Danielle Christianson; You-Wei Cheah; Cristina Poindexter; Jiquan Chen; Abdelrahman Elbashandy; Marty Humphrey; Peter Isaac; Diego Polidori; Alessio Ribeca; Catharine van Ingen; Leiming Zhang; Brian Amiro; Christof Ammann; M. Altaf Arain; Jonas Ardö; Timothy Arkebauer; Stefan K Arndt; Nicola Arriga; Marc Aubinet; Mika Aurela; Dennis Baldocchi; Alan Barr; Eric Beamesderfer; Luca Belelli Marchesini; Onil Bergeron; Jason Beringer; Christian Bernhofer; Daniel Berveiller; Dave Billesbach; Thomas Andrew Black; Peter D Blanken; Gil Bohrer; Julia Boike; Paul V Bolstad; Damien Bonal; Jean-Marc Bonnefond; David R Bowling; Rosvel Bracho; Jason Brodeur; Christian Brümmer; Nina Buchmann; Benoit Burban; Sean P Burns; Pauline Buysse; Peter Cale; Mauro Cavagna; Pierre Cellier; Shiping Chen; Isaac Chini; Torben R Christensen; James Cleverly; Alessio Collalti; Claudia Consalvo; Bruce D Cook; David Cook; Carole Coursolle; Edoardo Cremonese; Peter S Curtis; Ettore D’Andrea; Humberto da Rocha; Xiaoqin Dai; Kenneth J Davis; Bruno De Cinti; Agnes de Grandcourt; Anne De Ligne; Raimundo C De Oliveira; Nicolas Delpierre; Ankur R Desai; Carlos Marcelo Di Bella; Paul di Tommasi; Han Dolman; Francisco Domingo; Gang Dong; Sabina Dore; Pierpaolo Duce; Eric Dufrêne; Allison Dunn; Jiří Dušek; Derek Eamus; Uwe Eichelmann; Hatim Abdalla M ElKhidir; Werner Eugster; Cacilia M Ewenz; Brent Ewers; Daniela Famulari; Silvano Fares; Iris Feigenwinter; Andrew Feitz; Rasmus Fensholt; Gianluca Filippa; Marc Fischer; John Frank; Marta Galvagno; Mana Gharun; Damiano Gianelle; Bert Gielen; Beniamino Gioli; Anatoly Gitelson; Ignacio Goded; Mathias Goeckede; Allen H Goldstein; Christopher M Gough; Michael L Goulden; Alexander Graf; Anne Griebel; Carsten Gruening; Thomas Grünwald; Albin Hammerle; Shijie Han; Xingguo Han; Birger Ulf Hansen; Chad Hanson; Juha Hatakka; Yongtao He; Markus Hehn; Bernard Heinesch; Nina Hinko-Najera; Lukas Hörtnagl; Lindsay Hutley; Andreas Ibrom; Hiroki Ikawa; Marcin Jackowicz-Korczynski; Dalibor Janouš; Wilma Jans; Rachhpal Jassal; Shicheng Jiang; Tomomichi Kato; Myroslava Khomik; Janina Klatt; Alexander Knohl; Sara Knox; Hideki Kobayashi; Georgia Koerber; Olaf Kolle; Yoshiko Kosugi; Ayumi Kotani; Andrew Kowalski; Bart Kruijt; Julia Kurbatova; Werner L Kutsch; Hyojung Kwon; Samuli Launiainen; Tuomas Laurila; Bev Law; Ray Leuning; Yingnian Li; Michael Liddell; Jean-Marc Limousin; Marryanna Lion; Adam J Liska; Annalea Lohila; Ana López-Ballesteros; Efrén López-Blanco; Benjamin Loubet; Denis Loustau; Antje Lucas-Moffat; Johannes Lüers; Siyan Ma; Craig Macfarlane; Vincenzo Magliulo; Regine Maier; Ivan Mammarella; Giovanni Manca; Barbara Marcolla; Hank A Margolis; Serena Marras; William Massman; Mikhail Mastepanov; Roser Matamala; Jaclyn Hatala Matthes; Francesco Mazzenga; Harry McCaughey; Ian McHugh; Andrew M. S McMillan; Lutz Merbold; Wayne Meyer; Tilden Meyers; Scott D Miller; Stefano Minerbi; Uta Moderow; Russell K Monson; Leonardo Montagnani; Caitlin E Moore; Eddy Moors; Virginie Moreaux; Christine Moureaux; J. William Munger; Taro Nakai; Johan Neirynck; Zoran Nesic; Giacomo Nicolini; Asko Noormets; Matthew Northwood; Marcelo Nosetto; Yann Nouvellon; Kimberly Novick; Walter Oechel; Jørgen Eivind Olesen; Jean-Marc Ourcival; Shirley A Papuga; Frans-Jan Parmentier; Eugenie Paul-Limoges; Marian Pavelka; Matthias Peichl; Elise Pendall; Richard P Phillips; Kim Pilegaard; Norbert Pirk; Gabriela Posse; Thomas Powell; Heiko Prasse; Suzanne M Prober; Serge Rambal; Üllar Rannik; Naama Raz-Yaseef; David Reed; Victor Resco de Dios; Natalia Restrepo-Coupe; Borja R Reverter; Marilyn Roland; Simone Sabbatini; Torsten Sachs; Scott R Saleska; Enrique P Sánchez-Cañete; Zulia M Sanchez-Mejia; Hans Peter Schmid; Marius Schmidt; Karl Schneider; Frederik Schrader; Ivan Schroder; Russell L Scott; Pavel Sedlák; Penélope Serrano-Ortíz; Changliang Shao; Peili Shi; Ivan Shironya; Lukas Siebicke; Ladislav Šigut; Richard Silberstein; Costantino Sirca; Donatella Spano; Rainer Steinbrecher; Robert M Stevens; Cove Sturtevant; Andy Suyker; Torbern Tagesson; Satoru Takanashi; Yanhong Tang; Nigel Tapper; Jonathan Thom; Frank Tiedemann; Michele Tomassucci; Juha-Pekka Tuovinen; Shawn Urbanski; Riccardo Valentini; Michiel van der Molen; Eva van Gorsel; Ko van Huissteden; Andrej Varlagin; Joseph Verfaillie; Timo Vesala; Caroline Vincke; Domenico Vitale; Natalia Vygodskaya; Jeffrey P Walker; Elizabeth Walter-Shea; Huimin Wang; Robin Weber; Sebastian Westermann; Christian Wille; Steven Wofsy; Georg Wohlfahrt; Sebastian Wolf; William Woodgate; Yuelin Li; Roberto Zampedri; Junhui Zhang; Guoyi Zhou; Donatella Zona; Deb Agarwal; Sebastien Biraud; Margaret Torn; Dario Papale

doi:10.1038/s41597-020-0534-3

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

Journal article

Open access

Peer reviewed

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

Gilberto Pastorello, Carlo Trotta, Eleonora Canfora, Housen Chu, Danielle Christianson, You-Wei Cheah, Cristina Poindexter, Jiquan Chen, Abdelrahman Elbashandy, Marty Humphrey, …

Scientific data, Vol.7(1), pp.1-27

07/09/2020

DOI: https://doi.org/10.1038/s41597-020-0534-3

Handle:

https://hdl.handle.net/20.500.12741/rep:4770

PMID: 32647314

Abstract

Carbon cycle

Data Descriptor

Environmental sciences

Climate sciences

The FLUXNET2015 dataset provides ecosystem-scale data on CO 2 , 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. Measurement(s) net ecosystem exchange • carbon dioxide • water • energy Technology Type(s) eddy covariance • measurement device Sample Characteristic - Environment terrestrial biome • atmosphere Sample Characteristic - Location Earth (planet) Machine-accessible metadata file describing the reported data: 10.6084/m9.figshare.12295910

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Title: The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
Creators: Gilberto Pastorello - Berkeley, CA 94720 USA
Carlo Trotta - Viterbo, 01100 Italy
Eleonora Canfora - Viterbo, 01100 Italy
Housen Chu - Berkeley, CA 94720 USA
Danielle Christianson - Berkeley, CA 94720 USA
You-Wei Cheah - Berkeley, CA 94720 USA
Cristina Poindexter - Sacramento, CA 95819 USA
Jiquan Chen - East Lansing, MI 48823 USA
Abdelrahman Elbashandy - Berkeley, CA 94720 USA
Marty Humphrey - Charlottesville, VA 22904 USA
Peter Isaac - TERN Ecosystrem Processes, Menzies Creek, VIC3159 Australia
Diego Polidori - Viterbo, 01100 Italy
Alessio Ribeca - Viterbo, 01100 Italy
Catharine van Ingen - Berkeley, CA 94720 USA
Leiming Zhang - Beijing, 100101 China
Brian Amiro - Winnipeg, MB, R3T2N2 Canada
Christof Ammann - Department of Agroecology and Environment, Agroscope Research Institute, Zürich, 8046 Switzerland
M. Altaf Arain - Hamilton, ON, Canada
Jonas Ardö - Lund, 22362 Sweden
Timothy Arkebauer - Lincoln, NE 68583 USA
Stefan K Arndt - Richmond, VIC3121 Australia
Nicola Arriga - Antwerp, 2610 Belgium
Marc Aubinet - Gembloux, B-5030 Belgium
Mika Aurela - Helsinki, 00560 Finland
Dennis Baldocchi - Berkeley, CA 94720 USA
Alan Barr - Saskatoon, SK, S7N3H5 Canada
Eric Beamesderfer - Hamilton, ON, Canada
Luca Belelli Marchesini - San Michele All’adige, 38010 Italy
Onil Bergeron - Direction du marché du carbone, Ministère du Développement durable de l’Environnement et de la Lutte contre les changements climatiques, Québec, QC, G1R5V7 Canada
Jason Beringer - Crawley, 6009 Australia
Christian Bernhofer - Tharandt, 01737 Germany
Daniel Berveiller - Orsay, 91405 France
Dave Billesbach - Lincoln, NE 68583 USA
Thomas Andrew Black - Vancouver, BC, V6T1Z4 Canada
Peter D Blanken - Boulder, CO 80309 USA
Gil Bohrer - Columbus, OH 43210 USA
Julia Boike - Potsdam, 14482 Germany
Paul V Bolstad - St Paul, MN 55108 USA
Damien Bonal - Nancy, 54000 France
Jean-Marc Bonnefond - ISPA, Bordeaux Sciences Agro, INRAE, Villenave d’Ornon, 33140 France
David R Bowling - Salt Lake City, UT 84112 USA
Rosvel Bracho - Gainesville, FL 32611 USA
Jason Brodeur - Hamilton, ON, L8S4L6 Canada
Christian Brümmer - Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, 38116 Germany
Nina Buchmann - Zurich, 8092 Switzerland
Benoit Burban - INRAE UMR ECOFOG, Kourou, 97387 French Guiana
Sean P Burns - Boulder, CO 80309 USA
Pauline Buysse - Thiverval-Grignon, 78850 France
Peter Cale - Australian Landscape Trust, Renmark, SA5341 Australia
Mauro Cavagna - San Michele All’adige, 38010 Italy
Pierre Cellier - Thiverval-Grignon, 78850 France
Shiping Chen - Beijing, 100093 China
Isaac Chini - San Michele All’adige, 38010 Italy
Torben R Christensen - Roskilde, 4000 Denmark
James Cleverly - Sydney, 2007 Australia
Alessio Collalti - Viterbo, 01100 Italy
Claudia Consalvo - Viterbo, 01100 Italy
Bruce D Cook - Greenbelt, MD 20771 USA
David Cook - Lemont, IL 60439 USA
Carole Coursolle - Québec, QC, G1V4C7 Canada
Edoardo Cremonese - Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, 11020 Italy
Peter S Curtis - Columbus, OH 43210 USA
Ettore D’Andrea - Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056 Italy
Humberto da Rocha - São Paulo, SP, 01000-000 Brazil
Xiaoqin Dai - Beijing, 100101 China
Kenneth J Davis - University Park, PA 16802 USA
Bruno De Cinti - Montelibretti, 00010 Italy
Agnes de Grandcourt - Montpellier, 34060 France
Anne De Ligne - Gembloux, B-5030 Belgium
Raimundo C De Oliveira - Belém, PA, 68020640 Brazil
Nicolas Delpierre - Orsay, 91405 France
Ankur R Desai - Madison, WI 53706 USA
Carlos Marcelo Di Bella - Buenos Aires, 1417 Argentina
Paul di Tommasi - Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056 Italy
Han Dolman - Amsterdam, 1081 HV The Netherlands
Francisco Domingo - Almería, 04120 Spain
Gang Dong - Taiyuan, 030006 China
Sabina Dore - HydroFocus, Davis, CA 95618 USA
Pierpaolo Duce - Institute of BioEconomy, National Research Council of Italy, Sassari, 07100 Italy
Eric Dufrêne - Orsay, 91405 France
Allison Dunn - Worcester, MA 01602 USA
Jiří Dušek - Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300 Czech Republic
Derek Eamus - Sydney, 2007 Australia
Uwe Eichelmann - Tharandt, 01737 Germany
Hatim Abdalla M ElKhidir - ElObeid, 51111 Sudan
Werner Eugster - Zurich, 8092 Switzerland
Cacilia M Ewenz - Airborne Research Australia, TERN Ecosystem Processes Central Node, Parafield, 5106 Australia
Brent Ewers - Laramie, WY 82071 USA
Daniela Famulari - Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056 Italy
Silvano Fares - Rome, 00100 Italy
Iris Feigenwinter - Zurich, 8092 Switzerland
Andrew Feitz - Canberra, 2601 Australia
Rasmus Fensholt - Copenhagen, 1350 Denmark
Gianluca Filippa - Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, 11020 Italy
Marc Fischer - Berkeley, CA 94720 USA
John Frank - Fort Collins, CO 80526 USA
Marta Galvagno - Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, 11020 Italy
Mana Gharun - Zurich, 8092 Switzerland
Damiano Gianelle - San Michele All’adige, 38010 Italy
Bert Gielen - Antwerp, 2610 Belgium
Beniamino Gioli - Firenze, 50145 Italy
Anatoly Gitelson - Lincoln, NE 68583 USA
Ignacio Goded - Ispra, 21027 Italy
Mathias Goeckede - Jena, 03641 Germany
Allen H Goldstein - Berkeley, CA 94720 USA
Christopher M Gough - Richmond, VA 23284 USA
Michael L Goulden - Irvine, CA 92697 USA
Alexander Graf - Jülich, 52428 Germany
Anne Griebel - Richmond, VIC3121 Australia
Carsten Gruening - Ispra, 21027 Italy
Thomas Grünwald - Tharandt, 01737 Germany
Albin Hammerle - Department of Ecology, University of Innsbruck, Innsbruck, 6020 Austria
Shijie Han - Kaifeng, 450000 China
Xingguo Han - Beijing, 100093 China
Birger Ulf Hansen - Copenhagen, 1350 Denmark
Chad Hanson - Corvallis, OR 97333 USA
Juha Hatakka - Helsinki, 00560 Finland
Yongtao He - Beijing, 100101 China
Markus Hehn - Tharandt, 01737 Germany
Bernard Heinesch - Gembloux, B-5030 Belgium
Nina Hinko-Najera - Creswick, VIC3363 Australia
Lukas Hörtnagl - Zurich, 8092 Switzerland
Lindsay Hutley - Darwin, 0909 Australia
Andreas Ibrom - Kongens Lyngby, 2800 Denmark
Hiroki Ikawa - Tsukuba, 305-8604 Japan
Marcin Jackowicz-Korczynski - Lund, 22362 Sweden
Dalibor Janouš - Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300 Czech Republic
Wilma Jans - Wageningen, 6708PB The Netherlands
Rachhpal Jassal - Vancouver, BC, V6T1Z4 Canada
Shicheng Jiang - Changchun, 130024 China
Tomomichi Kato - Sapporo, 060-8589 Japan
Myroslava Khomik - Hamilton, ON, Canada
Janina Klatt - Garmisch-Partenkirchen, 82467 Germany
Alexander Knohl - Goettingen, 37077 Germany
Sara Knox - Vancouver, BC, V6T1Z2 Canada
Hideki Kobayashi - Yokoama, 236-0001 Japan
Georgia Koerber - Adelaide, SA5064 Australia
Olaf Kolle - Jena, 03641 Germany
Yoshiko Kosugi - Kyoto, 606-8502 Japan
Ayumi Kotani - Nagoya, 4648601 Japan
Andrew Kowalski - Granada, 18071 Spain
Bart Kruijt - Wageningen, 6500 The Netherlands
Julia Kurbatova - Moscow, 119071 Russia
Werner L Kutsch - Helsinki, 00560 Finland
Hyojung Kwon - Corvallis, OR 97333 USA
Samuli Launiainen - Helsinki, 00790 Finland
Tuomas Laurila - Helsinki, 00560 Finland
Bev Law - Corvallis, OR 97333 USA
Ray Leuning
Yingnian Li - Xining, 810008 China
Michael Liddell - Cairns, 4878 Australia
Jean-Marc Limousin - Montpellier, 34293 France
Marryanna Lion - Kepong, 52109 Malaysia
Adam J Liska - Lincoln, NE 68583 USA
Annalea Lohila - Helsinki, 00560 Finland
Ana López-Ballesteros - Dublin, D02PN40 Ireland
Efrén López-Blanco - Roskilde, 4000 Denmark
Benjamin Loubet - Thiverval-Grignon, 78850 France
Denis Loustau - ISPA, Bordeaux Sciences Agro, INRAE, Villenave d’Ornon, 33140 France
Antje Lucas-Moffat - Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, 38116 Germany
Johannes Lüers - Bayreuth, 95440 Germany
Siyan Ma - Berkeley, CA 94720 USA
Craig Macfarlane - CSIRO Land and Water, Floreat, 6014 Australia
Vincenzo Magliulo - Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056 Italy
Regine Maier - Zurich, 8092 Switzerland
Ivan Mammarella - Helsinki, 00560 Finland
Giovanni Manca - Ispra, 21027 Italy
Barbara Marcolla - San Michele All’adige, 38010 Italy
Hank A Margolis - Québec, QC, G1V0A6 Canada
Serena Marras - Lecce, 73100 Italy
William Massman - Fort Collins, CO 80526 USA
Mikhail Mastepanov - Roskilde, 4000 Denmark
Roser Matamala - Lemont, IL 60439 USA
Jaclyn Hatala Matthes - Wellesley, MA 02481 USA
Francesco Mazzenga - Monterotondo Scalo, 00015 Italy
Harry McCaughey - Kingston, ON, K7L3N6 Canada
Ian McHugh - Richmond, VIC3121 Australia
Andrew M. S McMillan - Environmental Analytics NZ, Ltd. Raumati South, Paraparaumu, 5032 New Zealand
Lutz Merbold - Nairobi, 00100 Kenya
Wayne Meyer - Adelaide, SA5064 Australia
Tilden Meyers - NOAA/OAR/Air Resources Laboratory, 325 Broadway, Boulder, CO 80303 USA
Scott D Miller - Albany, NY, 12203 USA
Stefano Minerbi - Forest Department of South Tyrol, Bolzano, 39100 Italy
Uta Moderow - Tharandt, 01737 Germany
Russell K Monson - Tucson, AZ 85721 USA
Leonardo Montagnani - Forest Department of South Tyrol, Bolzano, 39100 Italy
Caitlin E Moore - Urbana, IL 61801 USA
Eddy Moors - Delft, 2611 The Netherlands
Virginie Moreaux - ISPA, Bordeaux Sciences Agro, INRAE, Villenave d’Ornon, 33140 France
Christine Moureaux - Gembloux, B-5030 Belgium
J. William Munger - Cambridge, MA 02138 USA
Taro Nakai - Taipei, 0617 Taiwan
Johan Neirynck - Geraardsbergen, 9500 Belgium
Zoran Nesic - Vancouver, BC, V6T1Z4 Canada
Giacomo Nicolini - Viterbo, 01100 Italy
Asko Noormets - College Station, TX 77843 USA
Matthew Northwood - Casuarina, 0810 Australia
Marcelo Nosetto - San Luis, D5700HHW Argentina
Yann Nouvellon - Montpellier, 34060 France
Kimberly Novick - Bloomington, IN 47405 USA
Walter Oechel - San Diego, CA 92182 USA
Jørgen Eivind Olesen - Tjele, 8830 Denmark
Jean-Marc Ourcival - Montpellier, 34293 France
Shirley A Papuga - Detroit, MI 48202 USA
Frans-Jan Parmentier - Lund, 22362 Sweden
Eugenie Paul-Limoges - Zurich, 8057 Switzerland
Marian Pavelka - Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300 Czech Republic
Matthias Peichl - Umeå, 90183 Sweden
Elise Pendall - Penrith, 2751 Australia
Richard P Phillips - Bloomington, IN 47401 USA
Kim Pilegaard - Kongens Lyngby, 2800 Denmark
Norbert Pirk - Lund, 22362 Sweden
Gabriela Posse - Buenos Aires, 1686 Argentina
Thomas Powell - Berkeley, CA 94720 USA
Heiko Prasse - Tharandt, 01737 Germany
Suzanne M Prober - CSIRO Land and Water, Wembley, 6913 Australia
Serge Rambal - Montpellier, 34293 France
Üllar Rannik - Helsinki, 00560 Finland
Naama Raz-Yaseef - Berkeley, CA 94720 USA
David Reed - East Lansing, MI 48823 USA
Victor Resco de Dios - Penrith, 2751 Australia
Natalia Restrepo-Coupe - Tucson, AZ 85721 USA
Borja R Reverter - Areia, PB, 58397-000 Brazil
Marilyn Roland - Antwerp, 2610 Belgium
Simone Sabbatini - Viterbo, 01100 Italy
Torsten Sachs - Potsdam, 14473 Germany
Scott R Saleska - Tucson, AZ 85721 USA
Enrique P Sánchez-Cañete - Granada, 18071 Spain
Zulia M Sanchez-Mejia - Ciudad Obregón, 85000 Mexico
Hans Peter Schmid - Garmisch-Partenkirchen, 82467 Germany
Marius Schmidt - Jülich, 52428 Germany
Karl Schneider - Cologne, 50923 Germany
Frederik Schrader - Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, 38116 Germany
Ivan Schroder - Canberra, 2609 Australia
Russell L Scott - Tucson, AZ 85719 USA
Pavel Sedlák - Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300 Czech Republic
Penélope Serrano-Ortíz - Andalusian Institute for Earth System Research (CEAMA-IISTA), Granada, 18006 Spain
Changliang Shao - Beijing, 100081 China
Peili Shi - Beijing, 100101 China
Ivan Shironya - Moscow, 119071 Russia
Lukas Siebicke - Goettingen, 37077 Germany
Ladislav Šigut - Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300 Czech Republic
Richard Silberstein - Crawley, 6009 Australia
Costantino Sirca - Lecce, 73100 Italy
Donatella Spano - Lecce, 73100 Italy
Rainer Steinbrecher - Garmisch-Partenkirchen, 82467 Germany
Robert M Stevens - Sentek Pty Ltd, Stepney, SA5069 Australia
Cove Sturtevant - Boulder, CO 80301 USA
Andy Suyker - Lincoln, NE 68583 USA
Torbern Tagesson - Lund, 22362 Sweden
Satoru Takanashi - Kyoto, 612-0855 Japan
Yanhong Tang - Beijing, 100871 China
Nigel Tapper - Clayton, 3800 Australia
Jonathan Thom - Madison, WI 53706 USA
Frank Tiedemann - Goettingen, 37077 Germany
Michele Tomassucci - Viterbo, 01100 Italy
Juha-Pekka Tuovinen - Helsinki, 00560 Finland
Shawn Urbanski - Missoula, MT 59808 USA
Riccardo Valentini - Viterbo, 01100 Italy
Michiel van der Molen - 6500 Wageningen, The Netherlands
Eva van Gorsel - Canberra, ACT 2600 Australia
Ko van Huissteden - Amsterdam, 1081 HV The Netherlands
Andrej Varlagin - Moscow, 119071 Russia
Joseph Verfaillie - Berkeley, CA 94720 USA
Timo Vesala - Helsinki, 00560 Finland
Caroline Vincke - Guangzhou, 510650 China
Domenico Vitale - Viterbo, 01100 Italy
Natalia Vygodskaya - Moscow, 119071 Russia
Jeffrey P Walker - Clayton, 3800 Australia
Elizabeth Walter-Shea - Lincoln, NE 68583 USA
Huimin Wang - Beijing, 100101 China
Robin Weber - Berkeley, CA 94720 USA
Sebastian Westermann - Buenos Aires, 1686 Argentina
Christian Wille - Potsdam, 14473 Germany
Steven Wofsy - Cambridge, MA 02138 USA
Georg Wohlfahrt - Department of Ecology, University of Innsbruck, Innsbruck, 6020 Austria
Sebastian Wolf - Zurich, 8092 Switzerland
William Woodgate - Canberra, 2601 Australia
Yuelin Li - Guangzhou, 510650 China
Roberto Zampedri - San Michele All’adige, 38010 Italy
Junhui Zhang - Shenyang, 110016 China
Guoyi Zhou - Nanjing, 210044 China
Donatella Zona - San Diego, CA 92182 USA
Deb Agarwal - Berkeley, CA 94720 USA
Sebastien Biraud - Berkeley, CA 94720 USA
Margaret Torn - Berkeley, CA 94720 USA
Dario Papale - Viterbo, 01100 Italy
Academic Unit: Civil Engineering Department
Publisher: Nature Publishing Group UK; London
Publication Details: 07/09/2020
Identifiers: 99257847464701671; https://hdl.handle.net/20.500.12741/rep:4770; https://doi.org/10.1038/s41597-020-0534-3
Language: English