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.

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: https://doi.org/10.6084/m9.figshare.12295910

Details

Title
The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
Author
Pastorello Gilberto 1   VIAFID ORCID Logo  ; Trotta, Carlo 2   VIAFID ORCID Logo  ; Canfora Eleonora 3 ; Chu Housen 4   VIAFID ORCID Logo  ; Christianson, Danielle 1   VIAFID ORCID Logo  ; You-Wei, Cheah 1 ; Poindexter, Cristina 5 ; Chen, Jiquan 6   VIAFID ORCID Logo  ; Abdelrahman, Elbashandy 1 ; Humphrey, Marty 7 ; Isaac, Peter 8 ; Polidori Diego 3 ; Reichstein, Markus 9 ; Ribeca Alessio 3 ; van Ingen Catharine 1 ; Vuichard Nicolas 10 ; Zhang Leiming 11 ; Amiro, Brian 12   VIAFID ORCID Logo  ; Ammann Christof 13   VIAFID ORCID Logo  ; Altaf, Arain M 14   VIAFID ORCID Logo  ; Ardö Jonas 15   VIAFID ORCID Logo  ; Arkebauer, Timothy 16 ; Arndt, Stefan K 17   VIAFID ORCID Logo  ; Arriga Nicola 18 ; Aubinet Marc 19 ; Aurela Mika 20   VIAFID ORCID Logo  ; Baldocchi, Dennis 21 ; Barr, Alan 22 ; Beamesderfer Eric 14   VIAFID ORCID Logo  ; Marchesini Luca Belelli 23   VIAFID ORCID Logo  ; Bergeron Onil 24 ; Beringer, Jason 25   VIAFID ORCID Logo  ; Bernhofer, Christian 26   VIAFID ORCID Logo  ; Berveiller, Daniel 27   VIAFID ORCID Logo  ; Billesbach Dave 28 ; Black, Thomas Andrew 29 ; Blanken, Peter D 30   VIAFID ORCID Logo  ; Bohrer, Gil 31   VIAFID ORCID Logo  ; Boike, Julia 32   VIAFID ORCID Logo  ; Bolstad, Paul V 33 ; Bonal Damien 34   VIAFID ORCID Logo  ; Bonnefond Jean-Marc 35 ; Bowling, David R 36   VIAFID ORCID Logo  ; Bracho Rosvel 37 ; Brodeur, Jason 38   VIAFID ORCID Logo  ; Brümmer, Christian 39   VIAFID ORCID Logo  ; Buchmann, Nina 40   VIAFID ORCID Logo  ; Burban Benoit 41 ; Burns, Sean P 42   VIAFID ORCID Logo  ; Buysse, Pauline 43   VIAFID ORCID Logo  ; Cale, Peter 44 ; Cavagna Mauro 45 ; Cellier Pierre 46 ; Chen, Shiping 47 ; Chini, Isaac 45 ; Christensen, Torben R 48   VIAFID ORCID Logo  ; Cleverly, James 49   VIAFID ORCID Logo  ; Collalti Alessio 50   VIAFID ORCID Logo  ; Consalvo, Claudia 51 ; Cook, Bruce D 52 ; Cook, David 53   VIAFID ORCID Logo  ; Coursolle Carole 54   VIAFID ORCID Logo  ; Cremonese Edoardo 55   VIAFID ORCID Logo  ; Curtis, Peter S 56 ; D’Andrea Ettore 57   VIAFID ORCID Logo  ; da Rocha Humberto 58   VIAFID ORCID Logo  ; Dai Xiaoqin 11 ; Davis, Kenneth J 59 ; Cinti, Bruno De 60 ; Grandcourt, Agnes de 61 ; Ligne, Anne De 19 ; De Oliveira Raimundo C 62   VIAFID ORCID Logo  ; Delpierre Nicolas 27   VIAFID ORCID Logo  ; Desai, Ankur R 63   VIAFID ORCID Logo  ; Di Bella Carlos Marcelo 64 ; Tommasi, Paul di 65 ; Dolman Han 66   VIAFID ORCID Logo  ; Domingo, Francisco 67   VIAFID ORCID Logo  ; Dong, Gang 68 ; Dore Sabina 69   VIAFID ORCID Logo  ; Duce Pierpaolo 70   VIAFID ORCID Logo  ; Dufrêne Eric 27 ; Dunn, Allison 71   VIAFID ORCID Logo  ; Dušek Jiří 72 ; Eamus Derek 73   VIAFID ORCID Logo  ; Eichelmann Uwe 26 ; ElKhidir Hatim Abdalla M 74 ; Eugster, Werner 40   VIAFID ORCID Logo  ; Ewenz, Cacilia M 75   VIAFID ORCID Logo  ; Ewers, Brent 76 ; Famulari Daniela 77   VIAFID ORCID Logo  ; Fares Silvano 78 ; Feigenwinter Iris 40 ; Feitz, Andrew 79   VIAFID ORCID Logo  ; Fensholt Rasmus 80   VIAFID ORCID Logo  ; Filippa Gianluca 81   VIAFID ORCID Logo  ; Fischer, Marc 82   VIAFID ORCID Logo  ; Frank, John 83   VIAFID ORCID Logo  ; Galvagno Marta 84 ; Gharun Mana 40 ; Gianelle Damiano 45   VIAFID ORCID Logo  ; Gielen, Bert 85 ; Gioli Beniamino 86   VIAFID ORCID Logo  ; Gitelson Anatoly 87 ; Goded Ignacio 88 ; Goeckede Mathias 9   VIAFID ORCID Logo  ; Goldstein, Allen H 21   VIAFID ORCID Logo  ; Gough, Christopher M 89 ; Goulden, Michael L 90   VIAFID ORCID Logo  ; Graf, Alexander 91   VIAFID ORCID Logo  ; Griebel, Anne 17   VIAFID ORCID Logo  ; Gruening Carsten 88 ; Grünwald, Thomas 26   VIAFID ORCID Logo  ; Hammerle Albin 92   VIAFID ORCID Logo  ; Han, Shijie 93 ; Han, Xingguo 47 ; Hansen, Birger Ulf 80 ; Hanson, Chad 94 ; Hatakka Juha 20 ; He Yongtao 95 ; Hehn, Markus 26 ; Heinesch Bernard 19 ; Hinko-Najera Nina 96   VIAFID ORCID Logo  ; Hörtnagl Lukas 40   VIAFID ORCID Logo  ; Hutley Lindsay 97   VIAFID ORCID Logo  ; Ibrom, Andreas 98   VIAFID ORCID Logo  ; Ikawa Hiroki 99   VIAFID ORCID Logo  ; Jackowicz-Korczynski Marcin 100 ; Janouš Dalibor 101 ; Jans Wilma 102 ; Jassal Rachhpal 29   VIAFID ORCID Logo  ; Jiang Shicheng 103 ; Kato Tomomichi 104   VIAFID ORCID Logo  ; Khomik Myroslava 105 ; Klatt Janina 106 ; Knohl, Alexander 107   VIAFID ORCID Logo  ; Knox, Sara 108   VIAFID ORCID Logo  ; Kobayashi Hideki 109 ; Koerber, Georgia 110   VIAFID ORCID Logo  ; Kolle Olaf 9   VIAFID ORCID Logo  ; Kosugi Yoshiko 111 ; Kotani Ayumi 112   VIAFID ORCID Logo  ; Kowalski, Andrew 113 ; Kruijt Bart 114   VIAFID ORCID Logo  ; Kurbatova, Julia 115   VIAFID ORCID Logo  ; Kutsch, Werner L 116   VIAFID ORCID Logo  ; Kwon Hyojung 94 ; Launiainen Samuli 117 ; Laurila Tuomas 20 ; Law, Bev 94   VIAFID ORCID Logo  ; Leuning Ray; Li, Yingnian 118 ; Liddell, Michael 119 ; Limousin Jean-Marc 120 ; Lion Marryanna 121   VIAFID ORCID Logo  ; Liska, Adam J 28 ; Lohila Annalea 122   VIAFID ORCID Logo  ; López-Ballesteros, Ana 123   VIAFID ORCID Logo  ; López-Blanco Efrén 48   VIAFID ORCID Logo  ; Loubet, Benjamin 124 ; Loustau, Denis 35   VIAFID ORCID Logo  ; Lucas-Moffat, Antje 125 ; Lüers Johannes 126 ; Ma Siyan 21 ; Macfarlane, Craig 127 ; Magliulo Vincenzo 128   VIAFID ORCID Logo  ; Maier Regine 40   VIAFID ORCID Logo  ; Mammarella, Ivan 129   VIAFID ORCID Logo  ; Manca Giovanni 88 ; Marcolla, Barbara 45 ; Margolis, Hank A 130 ; Marras Serena 131 ; Massman, William 83 ; Mastepanov Mikhail 132   VIAFID ORCID Logo  ; Matamala Roser 53 ; Matthes, Jaclyn Hatala 133   VIAFID ORCID Logo  ; Mazzenga Francesco 134 ; McCaughey, Harry 135 ; McHugh, Ian 17 ; McMillan, Andrew M, S 136   VIAFID ORCID Logo  ; Merbold Lutz 137   VIAFID ORCID Logo  ; Meyer, Wayne 110   VIAFID ORCID Logo  ; Meyers Tilden 138 ; Miller, Scott D 139   VIAFID ORCID Logo  ; Minerbi Stefano 140   VIAFID ORCID Logo  ; Moderow Uta 26   VIAFID ORCID Logo  ; Monson, Russell K 141 ; Montagnani Leonardo 142   VIAFID ORCID Logo  ; Moore, Caitlin E 143   VIAFID ORCID Logo  ; Moors Eddy 144   VIAFID ORCID Logo  ; Moreaux Virginie 145 ; Moureaux, Christine 19 ; William, Munger J 146   VIAFID ORCID Logo  ; Nakai Taro 147   VIAFID ORCID Logo  ; Neirynck Johan 148 ; Nesic Zoran 29   VIAFID ORCID Logo  ; Nicolini Giacomo 3 ; Noormets Asko 149   VIAFID ORCID Logo  ; Northwood, Matthew 150 ; Nosetto Marcelo 151 ; Nouvellon Yann 152   VIAFID ORCID Logo  ; Novick, Kimberly 153 ; Oechel Walter 154   VIAFID ORCID Logo  ; Olesen, Jørgen Eivind 155   VIAFID ORCID Logo  ; Jean-Marc, Ourcival 120 ; Papuga, Shirley A 156   VIAFID ORCID Logo  ; Frans-Jan, Parmentier 157   VIAFID ORCID Logo  ; Paul-Limoges Eugenie 158   VIAFID ORCID Logo  ; Pavelka, Marian 159   VIAFID ORCID Logo  ; Peichl Matthias 160   VIAFID ORCID Logo  ; Pendall Elise 161   VIAFID ORCID Logo  ; Phillips, Richard P 162   VIAFID ORCID Logo  ; Pilegaard, Kim 98 ; Pirk Norbert 163 ; Posse Gabriela 164   VIAFID ORCID Logo  ; Powell, Thomas 4   VIAFID ORCID Logo  ; Prasse Heiko 26 ; Prober, Suzanne M 165 ; Rambal Serge 120   VIAFID ORCID Logo  ; Üllar, Rannik 129 ; Raz-Yaseef Naama 4 ; Rebmann Corinna 166 ; Reed, David 167   VIAFID ORCID Logo  ; Dios Victor Resco de 168   VIAFID ORCID Logo  ; Restrepo-Coupe, Natalia 141   VIAFID ORCID Logo  ; Reverter Borja R 169 ; Roland, Marilyn 85   VIAFID ORCID Logo  ; Sabbatini, Simone 2 ; Sachs, Torsten 170   VIAFID ORCID Logo  ; Saleska, Scott R 141 ; Sánchez-Cañete, Enrique P 171   VIAFID ORCID Logo  ; Sanchez-Mejia, Zulia M 172   VIAFID ORCID Logo  ; Schmid, Hans Peter 106 ; Schmidt, Marius 91   VIAFID ORCID Logo  ; Schneider, Karl 173   VIAFID ORCID Logo  ; Schrader Frederik 174   VIAFID ORCID Logo  ; Schroder, Ivan 175   VIAFID ORCID Logo  ; Scott, Russell L 176 ; Sedlák Pavel 177   VIAFID ORCID Logo  ; Serrano-Ortíz Penélope 178 ; Shao Changliang 179 ; Shi Peili 11 ; Shironya Ivan 115   VIAFID ORCID Logo  ; Siebicke Lukas 180 ; Šigut Ladislav 181   VIAFID ORCID Logo  ; Silberstein, Richard 182   VIAFID ORCID Logo  ; Sirca Costantino 131 ; Spano Donatella 131 ; Steinbrecher Rainer 106 ; Stevens, Robert M 183 ; Sturtevant Cove 184   VIAFID ORCID Logo  ; Suyker Andy 87 ; Torbern, Tagesson 185 ; Takanashi Satoru 186   VIAFID ORCID Logo  ; Tang, Yanhong 187 ; Tapper, Nigel 188   VIAFID ORCID Logo  ; Thom, Jonathan 189 ; Tomassucci Michele 190 ; Tuovinen Juha-Pekka 20   VIAFID ORCID Logo  ; Urbanski, Shawn 191 ; Valentini Riccardo 3   VIAFID ORCID Logo  ; van der Molen Michiel 192   VIAFID ORCID Logo  ; Eva, van Gorsel 193 ; Ko, van Huissteden 66   VIAFID ORCID Logo  ; Varlagin Andrej 115   VIAFID ORCID Logo  ; Verfaillie, Joseph 21   VIAFID ORCID Logo  ; Vesala Timo 129 ; Vincke Caroline 194 ; Vitale Domenico 3 ; Vygodskaya Natalia 115 ; Walker, Jeffrey P 195   VIAFID ORCID Logo  ; Walter-Shea, Elizabeth 87   VIAFID ORCID Logo  ; Wang, Huimin 11 ; Weber, Robin 21 ; Westermann, Sebastian 164 ; Wille, Christian 170   VIAFID ORCID Logo  ; Wofsy, Steven 146 ; Wohlfahrt Georg 92   VIAFID ORCID Logo  ; Wolf, Sebastian 40   VIAFID ORCID Logo  ; Woodgate, William 196   VIAFID ORCID Logo  ; Li, Yuelin 197 ; Zampedri Roberto 45 ; Zhang, Junhui 198 ; Zhou Guoyi 199   VIAFID ORCID Logo  ; Zona Donatella 200   VIAFID ORCID Logo  ; Agarwal, Deb 1 ; Biraud Sebastien 4   VIAFID ORCID Logo  ; Torn, Margaret 4 ; Papale Dario 3   VIAFID ORCID Logo 

 Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, USA (GRID:grid.184769.5) (ISNI:0000 0001 2231 4551) 
 DIBAF, University of Tuscia, Viterbo, Italy (GRID:grid.12597.38) (ISNI:0000 0001 2298 9743) 
 DIBAF, University of Tuscia, Viterbo, Italy (GRID:grid.12597.38) (ISNI:0000 0001 2298 9743); Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, Italy (GRID:grid.423878.2) (ISNI:0000 0004 1761 0884) 
 Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, USA (GRID:grid.184769.5) (ISNI:0000 0001 2231 4551) 
 California State University, Department of Civil Engineering, Sacramento, USA (GRID:grid.253564.3) (ISNI:0000 0001 2169 6543) 
 Environment, and Spatial Sciences, Michigan State University, Department of Geography, East Lansing, USA (GRID:grid.17088.36) (ISNI:0000 0001 2150 1785) 
 University of Virginia, Department of Computer Science, Charlottesville, USA (GRID:grid.27755.32) (ISNI:0000 0000 9136 933X) 
 TERN Ecosystem Processes, Menzies Creek, Australia (GRID:grid.27755.32) 
 Max Planck Institute for Biogeochemistry, Jena, Germany (GRID:grid.419500.9) (ISNI:0000 0004 0491 7318) 
10  Laboratoire des Sciences du Climat et de l’Environnement (LSCE), CEA CNRS, UVSQ UPSACLAY, Gif sur Yvette, France (GRID:grid.457340.1) (ISNI:0000 0001 0584 9722) 
11  Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China (GRID:grid.424975.9) (ISNI:0000 0000 8615 8685) 
12  University of Manitoba, Department of Soil Science, Winnipeg, Canada (GRID:grid.21613.37) (ISNI:0000 0004 1936 9609) 
13  Agroscope Research Institute, Department of Agroecology and Environment, Zürich, Switzerland (GRID:grid.21613.37) 
14  School of Geography and Earth Sciences, McMaster University, Hamilton, Canada (GRID:grid.25073.33) (ISNI:0000 0004 1936 8227) 
15  Lund University, Department of Physical Geography and Ecosystem Science, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361) 
16  University of Nebraska-Lincoln, Department of Agronomy and Horticulture, Lincoln, USA (GRID:grid.24434.35) (ISNI:0000 0004 1937 0060) 
17  School of Ecosystem and Forest Sciences, The University of Melbourne, Richmond, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X) 
18  Research Group PLECO, University of Antwerp, Department of Biology, Antwerp, Belgium (GRID:grid.5284.b) (ISNI:0000 0001 0790 3681); Joint Research Centre, European Commission, Ispra, Italy (GRID:grid.434554.7) (ISNI:0000 0004 1758 4137) 
19  TERRA Teaching and Research Center, University of Liege, Gembloux, Belgium (GRID:grid.4861.b) (ISNI:0000 0001 0805 7253) 
20  Finnish Meteorological Institute, Helsinki, Finland (GRID:grid.8657.c) (ISNI:0000 0001 2253 8678) 
21  ESPM, University of California Berkeley, Berkeley, USA (GRID:grid.47840.3f) (ISNI:0000 0001 2181 7878) 
22  Global Institute for Water Security, University of Saskatchewan, Saskatoon, Canada (GRID:grid.25152.31) (ISNI:0000 0001 2154 235X); Climate Research Division, Environment and Climate Change Canada, Saskatoon, Canada (GRID:grid.410334.1) (ISNI:0000 0001 2184 7612) 
23  Research and Innovation Centre, Fondazione Edmund Mach, Department of Sustainable Agro-ecosystems and Bioresources, San Michele All’adige, Italy (GRID:grid.424414.3) (ISNI:0000 0004 1755 6224); RUDN University, Department of Landscape Design and Sustainable Ecosystems, Agrarian-Technological Institute, Moscow, Russia (GRID:grid.77642.30) (ISNI:0000 0004 0645 517X) 
24  Direction du marché du carbone, Ministère du Développement durable de l’Environnement et de la Lutte contre les changements climatiques, Québec, Canada (GRID:grid.77642.30) 
25  School of Agriculture and Environment, University of Western Australia, Crawley, Australia (GRID:grid.1012.2) (ISNI:0000 0004 1936 7910) 
26  Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, Germany (GRID:grid.4488.0) (ISNI:0000 0001 2111 7257) 
27  Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Orsay, France (GRID:grid.463962.c) 
28  Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, USA (GRID:grid.24434.35) (ISNI:0000 0004 1937 0060) 
29  Faculty of Land and Food Systems, University of British Columbia, Vancouver, Canada (GRID:grid.17091.3e) (ISNI:0000 0001 2288 9830) 
30  University of Colorado, Department of Geography, Boulder, USA (GRID:grid.266190.a) (ISNI:0000000096214564) 
31  Environmental & Geodetic Engineering, Ohio State University, Department of Civil, Columbus, USA (GRID:grid.261331.4) (ISNI:0000 0001 2285 7943) 
32  Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam, Germany (GRID:grid.10894.34) (ISNI:0000 0001 1033 7684); Humboldt-Universität zu Berlin, Geography Department, Berlin, Germany (GRID:grid.7468.d) (ISNI:0000 0001 2248 7639) 
33  Forest Resources, University of Minnesota, St Paul, USA (GRID:grid.17635.36) (ISNI:0000000419368657) 
34  Université de Lorraine, AgroParisTech, INRAE, UMR Silva, Nancy, France (GRID:grid.29172.3f) (ISNI:0000 0001 2194 6418) 
35  ISPA, Bordeaux Sciences Agro, INRAE, Villenave d’Ornon, France (GRID:grid.507621.7) 
36  School of Biological Sciences, University of Utah, Salt Lake City, USA (GRID:grid.223827.e) (ISNI:0000 0001 2193 0096) 
37  School of Forest Resources and Conservation, University of Florida, Gainesville, USA (GRID:grid.15276.37) (ISNI:0000 0004 1936 8091) 
38  McMaster University Library, McMaster University, Hamilton, Canada (GRID:grid.25073.33) (ISNI:0000 0004 1936 8227) 
39  Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, Germany (GRID:grid.25073.33) 
40  ETH Zurich, Department of Environmental Systems Science, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780) 
41  INRAE UMR ECOFOG, Kourou, French Guiana (GRID:grid.5801.c) 
42  University of Colorado, Department of Geography, Boulder, USA (GRID:grid.266190.a) (ISNI:0000000096214564); Mesoscale and Microscale Meteorology Laboratory, National Center for Atmospheric Research, Boulder, USA (GRID:grid.57828.30) (ISNI:0000 0004 0637 9680) 
43  Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, France (GRID:grid.57828.30) 
44  Australian Landscape Trust, Renmark, Australia (GRID:grid.57828.30) 
45  Research and Innovation Centre, Fondazione Edmund Mach, Department of Sustainable Agro-ecosystems and Bioresources, San Michele All’adige, Italy (GRID:grid.424414.3) (ISNI:0000 0004 1755 6224) 
46  Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, France (GRID:grid.424414.3) 
47  State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China (GRID:grid.435133.3) (ISNI:0000 0004 0596 3367) 
48  Arctic Research Center, Aarhus University, Department of Bioscience, Roskilde, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722) 
49  School of Life Sciences, University of Technology Sydney, Sydney, Australia (GRID:grid.117476.2) (ISNI:0000 0004 1936 7611); Terrestrial Ecosystem Research Network TERN, University of Technology, Sydney, Australia (GRID:grid.117476.2) (ISNI:0000 0004 1936 7611) 
50  DIBAF, University of Tuscia, Viterbo, Italy (GRID:grid.12597.38) (ISNI:0000 0001 2298 9743); Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, Italy (GRID:grid.12597.38) 
51  DIBAF, University of Tuscia, Viterbo, Italy (GRID:grid.12597.38) (ISNI:0000 0001 2298 9743); Research Institute on Terrestrial Ecosystems, National Research Council of Italy, Porano, Italy (GRID:grid.5326.2) (ISNI:0000 0001 1940 4177) 
52  Biospheric Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, USA (GRID:grid.133275.1) (ISNI:0000 0004 0637 6666) 
53  Environmental Science Division, Argonne National Laboratory, Lemont, USA (GRID:grid.187073.a) (ISNI:0000 0001 1939 4845) 
54  Canadian Forest Service, Natural Resources Canada, Québec, Canada (GRID:grid.146611.5) (ISNI:0000 0001 0775 5922); Centre d’étude de la forêt, Faculté de foresterie, de géographie et de géomatique, Université Laval, Québec, Canada (GRID:grid.23856.3a) (ISNI:0000 0004 1936 8390) 
55  Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, Italy (GRID:grid.23856.3a) 
56  Ecology, and Organismal Biology, Ohio State University, Department of Evolution, Columbus, USA (GRID:grid.261331.4) (ISNI:0000 0001 2285 7943) 
57  Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, Italy (GRID:grid.261331.4) 
58  Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Universidade de São Paulo, São Paulo, Brazil (GRID:grid.11899.38) (ISNI:0000 0004 1937 0722) 
59  The Pennsylvania State University, Department of Meteorology and Atmospheric Science, University Park, USA (GRID:grid.29857.31) (ISNI:0000 0001 2097 4281) 
60  Institute of Research on Terrestrial Ecosystems, National Research Council of Italy, Montelibretti, Italy (GRID:grid.5326.2) (ISNI:0000 0001 1940 4177) 
61  UMR Eco&Sols, CIRAD, Montpellier, France (GRID:grid.503166.7) 
62  Pedology, Embrapa Amazonia Oriental, Belém, Brazil (GRID:grid.460200.0) (ISNI:0000 0004 0541 873X) 
63  Atmospheric and Oceanic Sciences, University of Wisconsin-Madison, Madison, USA (GRID:grid.14003.36) (ISNI:0000 0001 2167 3675) 
64  Departamento de Métodos Cuantitativos y Sistemas de Información, Facultad de Agronomía, UBA, Buenos Aires, Argentina (GRID:grid.7345.5) (ISNI:0000 0001 0056 1981) 
65  Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, Italy (GRID:grid.7345.5) 
66  Vrije Universiteit Amsterdam, Department of Earth Sciences, Amsterdam, The Netherlands (GRID:grid.12380.38) (ISNI:0000 0004 1754 9227) 
67  Experimental Station of Arid Zones, CSIC, Desertification and Geoecology Department, Almería, Spain (GRID:grid.4711.3) (ISNI:0000 0001 2183 4846) 
68  School of Life Science, Shanxi University, Taiyuan, China (GRID:grid.163032.5) (ISNI:0000 0004 1760 2008) 
69  HydroFocus, Davis, USA (GRID:grid.163032.5) 
70  Institute of BioEconomy, National Research Council of Italy, Sassari, Italy (GRID:grid.163032.5) 
71  Worcester State University, Department of Earth, Environment, and Physics, Worcester, USA (GRID:grid.268324.9) 
72  Global Change Research Institute of the Czech Academy of Sciences, Department of Matter and Energy Fluxes, Brno, Czech Republic (GRID:grid.268324.9) 
73  School of Life Sciences, University of Technology Sydney, Sydney, Australia (GRID:grid.117476.2) (ISNI:0000 0004 1936 7611) 
74  ElObeid Research Station, Agricultural Research Corporation, ElObeid, Sudan (GRID:grid.463093.b) 
75  Airborne Research Australia, TERN Ecosystem Processes Central Node, Parafield, Australia (GRID:grid.5801.c) 
76  Program in Ecology, University of Wyoming, Department of Botany, Laramie, USA (GRID:grid.135963.b) (ISNI:0000 0001 2109 0381) 
77  Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, Italy (GRID:grid.135963.b) 
78  Institute of BioEconomy, National Research Council of Italy, Rome, Italy (GRID:grid.5326.2) (ISNI:0000 0001 1940 4177); Research Centre for Forestry and Wood, Council for Agricultural Research and Economics, Rome, Italy (GRID:grid.423616.4) (ISNI:0000 0001 2293 6756) 
79  Geoscience Australia, Canberra, Australia (GRID:grid.452453.1) (ISNI:0000 0004 0606 1752) 
80  University of Copenhagen, Department of Geosciences and Natural Resource Management, Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X) 
81  Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, Italy (GRID:grid.5254.6) 
82  Energy Analysis & Environmental Impacts Division, Lawrence Berkeley National Laboratory, Berkeley, USA (GRID:grid.184769.5) (ISNI:0000 0001 2231 4551) 
83  USDA Forest Service, Rocky Mountain Research Station, Fort Collins, USA (GRID:grid.497401.f) (ISNI:0000 0001 2286 5230) 
84  Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, Italy (GRID:grid.497401.f) 
85  Research Group PLECO, University of Antwerp, Department of Biology, Antwerp, Belgium (GRID:grid.5284.b) (ISNI:0000 0001 0790 3681) 
86  Institute of BioEconomy, National Research Council of Italy, Firenze, Italy (GRID:grid.5326.2) (ISNI:0000 0001 1940 4177) 
87  University of Nebraska-Lincoln, School of Natural Resources, Lincoln, USA (GRID:grid.24434.35) (ISNI:0000 0004 1937 0060) 
88  Joint Research Centre, European Commission, Ispra, Italy (GRID:grid.434554.7) (ISNI:0000 0004 1758 4137) 
89  Virginia Commonwealth University, Department of Biology, Richmond, USA (GRID:grid.224260.0) (ISNI:0000 0004 0458 8737) 
90  University of California, Department of Earth System Science, Irvine, USA (GRID:grid.266093.8) (ISNI:0000 0001 0668 7243) 
91  Agrosphere (IBG3), Forschungszentrum Jülich, Jülich, Germany (GRID:grid.8385.6) (ISNI:0000 0001 2297 375X) 
92  University of Innsbruck, Department of Ecology, Innsbruck, Austria (GRID:grid.5771.4) (ISNI:0000 0001 2151 8122) 
93  International Joint Research Laboratory for Global Change Ecology, School of Life Sciences, Henan University, Kaifeng, China (GRID:grid.256922.8) (ISNI:0000 0000 9139 560X); Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China (GRID:grid.458475.f) (ISNI:0000 0004 1799 2309) 
94  Oregon State University, Department of Forest Ecosystems and Society, Corvallis, USA (GRID:grid.4391.f) (ISNI:0000 0001 2112 1969) 
95  Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China (GRID:grid.424975.9) (ISNI:0000 0000 8615 8685); College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China (GRID:grid.410726.6) (ISNI:0000 0004 1797 8419) 
96  School of Ecosystem and Forest Sciences, The University of Melbourne, Creswick, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X) 
97  Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, Australia (GRID:grid.1043.6) (ISNI:0000 0001 2157 559X) 
98  Technical University of Denmark (DTU), Department of Environmental Engineering, Kongens Lyngby, Denmark (GRID:grid.5170.3) (ISNI:0000 0001 2181 8870) 
99  Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization, Tsukuba, Japan (GRID:grid.416835.d) (ISNI:0000 0001 2222 0432) 
100  Lund University, Department of Physical Geography and Ecosystem Science, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361); Arctic Research Center, Aarhus University, Department of Bioscience, Roskilde, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722) 
101  Global Change Research Institute of the Czech Academy of Sciences, Department of Matter and Energy Fluxes, Brno, Czech Republic (GRID:grid.7048.b) 
102  Wageningen Environmental Research, Wageningen University and Research, Wageningen, The Netherlands (GRID:grid.4818.5) (ISNI:0000 0001 0791 5666) 
103  Key Laboratory of Vegetation Ecology, Ministry of Education, Northeast Normal University, Changchun, China (GRID:grid.27446.33) (ISNI:0000 0004 1789 9163) 
104  Research Faculty of Agriculture, Hokkaido University, Sapporo, Japan (GRID:grid.39158.36) (ISNI:0000 0001 2173 7691); GI-Core, Hokkaido University, Sapporo, Japan (GRID:grid.39158.36) (ISNI:0000 0001 2173 7691) 
105  School of Geography and Earth Sciences, McMaster University, Hamilton, Canada (GRID:grid.25073.33) (ISNI:0000 0004 1936 8227); Geography and Environmental Management, Waterloo, Canada (GRID:grid.25073.33) 
106  Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, Germany (GRID:grid.7892.4) (ISNI:0000 0001 0075 5874) 
107  Bioclimatology, University of Goettingen, Goettingen, Germany (GRID:grid.7450.6) (ISNI:0000 0001 2364 4210); Centre of Biodiversity and Sustainable Land Use (CBL), University of Goettingen, Goettingen, Germany (GRID:grid.7450.6) (ISNI:0000 0001 2364 4210) 
108  The University of British Columbia, Department of Geography, Vancouver, Canada (GRID:grid.17091.3e) (ISNI:0000 0001 2288 9830) 
109  Research Institute for Global Change, Institute of Arctic Climate and Environment Research, Japan Agency for Marine-Earth Science and Technology, Yokoama, Japan (GRID:grid.410588.0) (ISNI:0000 0001 2191 0132) 
110  Biological Sciences, University of Adelaide, Adelaide, Australia (GRID:grid.1010.0) (ISNI:0000 0004 1936 7304) 
111  Graduate School of Agriculture, Kyoto University, Kyoto, Japan (GRID:grid.258799.8) (ISNI:0000 0004 0372 2033) 
112  Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X) 
113  University of Granada, Department of Applied Physics, Granada, Spain (GRID:grid.4489.1) (ISNI:0000000121678994) 
114  Water systems and Global Change group, Wageningen University, Wageningen, The Netherlands (GRID:grid.4818.5) (ISNI:0000 0001 0791 5666) 
115  A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, Russia (GRID:grid.4886.2) (ISNI:0000 0001 2192 9124) 
116  Head Office, Integrated Carbon Observation System (ICOS ERIC), Helsinki, Finland (GRID:grid.484295.6) 
117  Natural Resources Institute Finland, Helsinki, Finland (GRID:grid.22642.30) (ISNI:0000 0004 4668 6757) 
118  Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China (GRID:grid.9227.e) (ISNI:0000000119573309) 
119  Centre for Tropical Environmental Sustainability Studies, James Cook University, Cairns, Australia (GRID:grid.1011.1) (ISNI:0000 0004 0474 1797) 
120  CEFE, CNRS, Univ Montpellier, Montpellier, France (GRID:grid.433534.6) (ISNI:0000 0001 2169 1275) 
121  Forestry and Environment Division, Forest Research Institute Malaysia (FRIM), Kepong, Malaysia (GRID:grid.434305.5) (ISNI:0000 0001 2231 3604) 
122  Finnish Meteorological Institute, Helsinki, Finland (GRID:grid.8657.c) (ISNI:0000 0001 2253 8678); Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071) 
123  School of Natural Sciences, Trinity College Dublin, Department of Botany, Dublin, Ireland (GRID:grid.8217.c) (ISNI:0000 0004 1936 9705) 
124  Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, France (GRID:grid.7048.b) 
125  Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, Germany (GRID:grid.507621.7); German Meteorological Service (DWD), Centre for Agrometeorological Research, Braunschweig, Germany (GRID:grid.38275.3b) (ISNI:0000 0001 2321 7956) 
126  Micrometeorology, University of Bayreuth, Bayreuth, Germany (GRID:grid.7384.8) (ISNI:0000 0004 0467 6972); Bayreuth Center of Ecology and Environmental Research, Bayreuth, Germany (GRID:grid.7384.8) 
127  CSIRO Land and Water, Floreat, Australia (GRID:grid.47840.3f) 
128  Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, Italy (GRID:grid.47840.3f) 
129  Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071) 
130  Centre d’étude de la forêt, Faculté de foresterie, de géographie et de géomatique, Université Laval, Québec, Canada (GRID:grid.23856.3a) (ISNI:0000 0004 1936 8390) 
131  Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, Italy (GRID:grid.423878.2) (ISNI:0000 0004 1761 0884); University of Sassari, Department of Agriculture, Sassari, Italy (GRID:grid.11450.31) (ISNI:0000 0001 2097 9138) 
132  Arctic Research Center, Aarhus University, Department of Bioscience, Roskilde, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); Oulanka research station, University of Oulu, Kuusamo, Finland (GRID:grid.10858.34) (ISNI:0000 0001 0941 4873) 
133  Dept. Biological Sciences, Wellesley College, Wellesley, USA (GRID:grid.268091.4) (ISNI:0000 0004 1936 9561) 
134  Research Institute on Terrestrial Ecosystems, National Research Council of Italy, Monterotondo Scalo, Italy (GRID:grid.5326.2) (ISNI:0000 0001 1940 4177) 
135  Queen’s University, Department of Geography and Planning, Kingston, Canada (GRID:grid.410356.5) (ISNI:0000 0004 1936 8331) 
136  Environmental Analytics NZ, Ltd. Raumati South, Paraparaumu, New Zealand (GRID:grid.1008.9) 
137  Mazingira Centre, International Livestock Research Institute (ILRI), Nairobi, Kenya (GRID:grid.419369.0) 
138  NOAA/OAR/Air Resources Laboratory, 325 Broadway, Boulder, USA (GRID:grid.1010.0) 
139  Atmospheric Sciences Research Center, State University of New York at Albany, Albany, USA (GRID:grid.265850.c) (ISNI:0000 0001 2151 7947) 
140  Forest Department of South Tyrol, Bolzano, Italy (GRID:grid.265850.c) 
141  University of Arizona, Department of Ecology and Evolutionary Biology, Tucson, USA (GRID:grid.134563.6) (ISNI:0000 0001 2168 186X) 
142  Forest Department of South Tyrol, Bolzano, Italy (GRID:grid.134563.6); Faculty of Science and Technology, Free University of Bolzano, Bolzano, Italy (GRID:grid.34988.3e) (ISNI:0000 0001 1482 2038) 
143  University of Illinois at Urbana-Champaign, Department of Plant Biology, Urbana, USA (GRID:grid.35403.31) (ISNI:0000 0004 1936 9991) 
144  IHE Delft, Delft, The Netherlands (GRID:grid.420326.1) (ISNI:0000 0004 0624 5658); Faculty of Science, VU Amsterdam, Amsterdam, The Netherlands (GRID:grid.12380.38) (ISNI:0000 0004 1754 9227) 
145  ISPA, Bordeaux Sciences Agro, INRAE, Villenave d’Ornon, France (GRID:grid.507621.7); University Grenoble Alpes, IRD, CNRS, IGE, Grenoble, France (GRID:grid.4444.0) (ISNI:0000 0001 2112 9282) 
146  School of Engineering and Applied Sciences, Harvard University, Cambridge, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Harvard University, Department of Earth and Planetary Sciences, Cambridge, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
147  School of Forestry and Resource Conservation, National Taiwan University, Taipei, Taiwan (GRID:grid.19188.39) (ISNI:0000 0004 0546 0241); International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, USA (GRID:grid.70738.3b) (ISNI:0000 0004 1936 981X) 
148  Environment and Climate, Research Institute for Nature and Forest, Geraardsbergen, Belgium (GRID:grid.435417.0) 
149  Texas A&M University, Department of Ecosystem Science and Management, College Station, USA (GRID:grid.264756.4) (ISNI:0000 0004 4687 2082) 
150  Research Institute for the Environment and Livelihoods, Charles Darwin University, Casuarina, Australia (GRID:grid.1043.6) (ISNI:0000 0001 2157 559X) 
151  Grupo de Estudios Ambientales, Instituto de Matemática Aplicada San Luis (UNSL & CONICET), San Luis, Argentina (GRID:grid.412115.2) (ISNI:0000 0001 2309 1978); Facultad de Ciencias Agropecuarias (UNER), Oro Verde, Argentina (GRID:grid.412115.2) 
152  UMR Eco&Sols, CIRAD, Montpellier, France (GRID:grid.503166.7); Eco&Sols, Univ Montpellier-CIRAD-INRA-IRD-Montpellier SupAgro, Montpellier, France (GRID:grid.503166.7) 
153  O’Neill School of Public and Environmental Affairs, Indiana University Bloomington, Bloomington, USA (GRID:grid.411377.7) (ISNI:0000 0001 0790 959X) 
154  Global Change Research Group, Dept. Biology, San Diego State University, San Diego, USA (GRID:grid.263081.e) (ISNI:0000 0001 0790 1491); College of Life and Environmental Sciences, University of Exeter, Department of Geography, Exeter, United Kingdom (GRID:grid.8391.3) (ISNI:0000 0004 1936 8024) 
155  Aarhus University, Department of Agroecology, Tjele, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); iCLIMATE, Aarhus University, Tjele, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722) 
156  Wayne State University, Department of Geology, Detroit, USA (GRID:grid.254444.7) (ISNI:0000 0001 1456 7807) 
157  Lund University, Department of Physical Geography and Ecosystem Science, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361); University of Oslo, Department of Geosciences, Oslo, Norway (GRID:grid.5510.1) (ISNI:0000 0004 1936 8921) 
158  University of Zurich, Department of Geography, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650) 
159  Global Change Research Institute of the Czech Academy of Sciences, Department of Matter and Energy Fluxes, Brno, Czech Republic (GRID:grid.7400.3) 
160  Swedish University of Agricultural Sciences, Department of Forest Ecology and Management, Umeå, Sweden (GRID:grid.6341.0) (ISNI:0000 0000 8578 2742) 
161  Hawkesbury Institute for the Environment, Western Sydney University, Penrith, Australia (GRID:grid.1029.a) (ISNI:0000 0000 9939 5719) 
162  Indiana University Bloomington, Department of Biology, Bloomington, USA (GRID:grid.411377.7) (ISNI:0000 0001 0790 959X) 
163  Lund University, Department of Physical Geography and Ecosystem Science, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361); CSIRO Land and Water, Wembley, Australia (GRID:grid.4514.4) 
164  Instituto de Clima y Agua, Instituto Nacional de Tecnologia Agropecuaria (INTA), Buenos Aires, Argentina (GRID:grid.419231.c) (ISNI:0000 0001 2167 7174) 
165  CSIRO Land and Water, Wembley, Australia (GRID:grid.4488.0) 
166  Helmholtz Centre for Environmental Research UFZ, Department Computational Hydrosystems, Leipzig, Germany (GRID:grid.7492.8) (ISNI:0000 0004 0492 3830) 
167  Michigan State University, Center for Global Change & Earth Observations, East Lansing, USA (GRID:grid.17088.36) (ISNI:0000 0001 2150 1785) 
168  Hawkesbury Institute for the Environment, Western Sydney University, Penrith, Australia (GRID:grid.1029.a) (ISNI:0000 0000 9939 5719); Southwest University of Science and Technology, School of Life Science and Engineering, Mianyang, China (GRID:grid.440649.b) (ISNI:0000 0004 1808 3334) 
169  Universidade Federal da Paraiba, Departamento de Química e Física, Areia, Brazil (GRID:grid.411216.1) (ISNI:0000 0004 0397 5145) 
170  Remote Sensing and Geoinformatics, GFZ German Research Centre for Geosciences, Potsdam, Germany (GRID:grid.23731.34) (ISNI:0000 0000 9195 2461) 
171  University of Granada, Department of Applied Physics, Granada, Spain (GRID:grid.4489.1) (ISNI:0000000121678994); Andalusian Institute for Earth System Research (CEAMA-IISTA), Granada, Spain (GRID:grid.4489.1) 
172  Ciencias del Agua y Medioambiente, Instituto Tecnológico de Sonora, Ciudad Obregón, Mexico (GRID:grid.466844.c) (ISNI:0000 0000 9963 8346) 
173  Geographical Institute, University of Cologne, Cologne, Germany (GRID:grid.6190.e) (ISNI:0000 0000 8580 3777) 
174  Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, Germany (GRID:grid.6190.e) 
175  Innovation and Science, Geoscience Australia, Department of Industry, Canberra, Australia (GRID:grid.452453.1) (ISNI:0000 0004 0606 1752) 
176  Southwest Watershed Research Center, USDA-ARS, Tucson, USA (GRID:grid.507310.0) 
177  Global Change Research Institute of the Czech Academy of Sciences, Department of Matter and Energy Fluxes, Brno, Czech Republic (GRID:grid.507310.0); Institute of Atmospheric Physics of the Czech Academy of Sciences, Prague, Czech Republic (GRID:grid.448082.2) 
178  Andalusian Institute for Earth System Research (CEAMA-IISTA), Granada, Spain (GRID:grid.448082.2); University of Granada, Department of Ecology, Granada, Spain (GRID:grid.4489.1) (ISNI:0000000121678994) 
179  Chinese Academy of Agricultural Sciences, National Hulunber Grassland Ecosystem Observation and Research Station & Institute of Agricultural Resources and Regional Planning, Beijing, China (GRID:grid.410727.7) (ISNI:0000 0001 0526 1937) 
180  Bioclimatology, University of Goettingen, Goettingen, Germany (GRID:grid.7450.6) (ISNI:0000 0001 2364 4210) 
181  Global Change Research Institute of the Czech Academy of Sciences, Department of Matter and Energy Fluxes, Brno, Czech Republic (GRID:grid.7450.6) 
182  School of Agriculture and Environment, University of Western Australia, Crawley, Australia (GRID:grid.1012.2) (ISNI:0000 0004 1936 7910); School of Science, Edith Cowan University, Joondalup, Australia (GRID:grid.1038.a) (ISNI:0000 0004 0389 4302) 
183  Sentek Pty Ltd, Stepney, Australia (GRID:grid.7892.4) 
184  National Ecological Observatory Network Program, Boulder, USA (GRID:grid.422235.0) (ISNI:0000 0004 6483 1479) 
185  Lund University, Department of Physical Geography and Ecosystem Science, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361); University of Copenhagen, Department of Geosciences and Natural Resource Management, Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X) 
186  Kansai Research Center, Forestry and Forest Products Research Institute, Kyoto, Japan (GRID:grid.417935.d) (ISNI:0000 0000 9150 188X) 
187  Peking University, College of Urban and Environmental Sciences, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319) 
188  School of Earth, Atmosphere and Environment, Monash University, Clayton, Australia (GRID:grid.1002.3) (ISNI:0000 0004 1936 7857) 
189  University of Wisconsin-Madison, Space Science and Engineering Center, Madison, USA (GRID:grid.14003.36) (ISNI:0000 0001 2167 3675) 
190  DIBAF, University of Tuscia, Viterbo, Italy (GRID:grid.12597.38) (ISNI:0000 0001 2298 9743); Terrasystem srl, Viterbo, Italy (GRID:grid.12597.38) 
191  USDA Forest Service, Rocky Mountain Research Station, Missoula, USA (GRID:grid.472551.0) (ISNI:0000 0004 0404 3120) 
192  Wageningen University, Meteorology and Air Quality group, Wageningen, The Netherlands (GRID:grid.4818.5) (ISNI:0000 0001 0791 5666) 
193  Fenner School of Environment and Society, Australian National University Canberra, Canberra, Australia (GRID:grid.1001.0) (ISNI:0000 0001 2180 7477) 
194  Earth and Life Institute, Université Catholique de Louvain, Louvain, Belgium (GRID:grid.7942.8) (ISNI:0000 0001 2294 713X) 
195  Monash University, Department of Civil Engineering, Clayton, Australia (GRID:grid.1002.3) (ISNI:0000 0004 1936 7857) 
196  CSIRO Land and Water, Canberra, Australia (GRID:grid.469914.7) (ISNI:0000 0004 0385 5215); The University of Queensland, School of Earth and Environmental Sciences, St Lucia, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537) 
197  South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China (GRID:grid.458495.1) (ISNI:0000 0001 1014 7864) 
198  Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China (GRID:grid.458475.f) (ISNI:0000 0004 1799 2309) 
199  Nanjing University of Information Science & Technology, College of Applied Meteorology, Nanjing, China (GRID:grid.260478.f) 
200  Global Change Research Group, Dept. Biology, San Diego State University, San Diego, USA (GRID:grid.263081.e) (ISNI:0000 0001 0790 1491); University of Sheffield, Department of Animal and Plant Sciences, Sheffield, United Kingdom (GRID:grid.11835.3e) (ISNI:0000 0004 1936 9262) 
Publication year
2020
Publication date
2020
Publisher
Nature Publishing Group
e-ISSN
20524463
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2489906517
Copyright
© This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply 2020. corrected publication 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.