Details
Title
Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing
Author
Xie, Mingjuan 1
; Ma, Xiaofei 2
; Wang, Yuangang 3
; Li, Chaofan 4
; Shi, Haiyang 5
; Yuan, Xiuliang 2 ; Hellwich, Olaf 6 ; Chen, Chunbo 2 ; Zhang, Wenqiang 1
; Zhang, Chen 3
; Ling, Qing 3
; Gao, Ruixiang 3
; Zhang, Yu 1
; Ochege, Friday Uchenna 7
; Frankl, Amaury 8
; De Maeyer, Philippe 1 ; Buchmann, Nina 9
; Feigenwinter, Iris 9 ; Olesen, Jørgen E. 10
; Juszczak, Radoslaw 11 ; Jacotot, Adrien 12
; Korrensalo, Aino 13 ; Pitacco, Andrea 14
; Varlagin, Andrej 15
; Shekhar, Ankit 9
; Lohila, Annalea 16
; Carrara, Arnaud 17
; Brut, Aurore 18 ; Kruijt, Bart 19
; Loubet, Benjamin 20 ; Heinesch, Bernard 21 ; Chojnicki, Bogdan 11 ; Helfter, Carole 22
; Vincke, Caroline 23 ; Shao, Changliang 24 ; Bernhofer, Christian 25
; Brümmer, Christian 26
; Wille, Christian 27
; Tuittila, Eeva-Stiina 28
; Nemitz, Eiko 22 ; Meggio, Franco 14
; Dong, Gang 29 ; Lanigan, Gary 30 ; Niedrist, Georg 31
; Wohlfahrt, Georg 32
; Zhou, Guoyi 33 ; Goded, Ignacio 34
; Gruenwald, Thomas 25
; Olejnik, Janusz 35
; Jansen, Joachim 36
; Neirynck, Johan 37
; Tuovinen, Juha-Pekka 38
; Zhang, Junhui 39 ; Klumpp, Katja 40
; Pilegaard, Kim 41 ; Šigut, Ladislav 42
; Klemedtsson, Leif 43
; Tezza, Luca 14
; Hörtnagl, Lukas 9
; Urbaniak, Marek 35
; Roland, Marilyn 44
; Schmidt, Marius 45
; Sutton, Mark A. 22 ; Hehn, Markus 25 ; Saunders, Matthew 46
; Mauder, Matthias 25 ; Aurela, Mika 38
; Korkiakoski, Mika 38
; Du, Mingyuan 47
; Vendrame, Nadia 48
; Kowalska, Natalia 42
; Leahy, Paul G. 49
; Alekseychik, Pavel 50 ; Shi, Peili 51
; Weslien, Per 43
; Chen, Shiping 52 ; Fares, Silvano 53
; Friborg, Thomas 54
; Tallec, Tiphaine 18 ; Kato, Tomomichi 55
; Sachs, Torsten 27
; Maximov, Trofim 56 ; di Cella, Umberto Morra 57 ; Moderow, Uta 25
; Li, Yingnian 58
; He, Yongtao 51 ; Kosugi, Yoshiko 59 ; Luo, Geping 60
1 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309); Ghent University, Department of Geography, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798); University of Chinese Academy of Sciences, College of Resources and Environment, Beijing, China (GRID:grid.410726.6) (ISNI:0000 0004 1797 8419); Sino-Belgian Joint Laboratory for Geo-Information, Urumqi, China (GRID:grid.458469.2) (ISNI:0000 0001 0038 6319); Sino-Belgian Joint Laboratory for Geo-Information, Ghent, Belgium (GRID:grid.458469.2)
2 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309)
3 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309); University of Chinese Academy of Sciences, College of Resources and Environment, Beijing, China (GRID:grid.410726.6) (ISNI:0000 0004 1797 8419)
4 Nanjing University of Information Science and Technology, School of Geographical Sciences, Nanjing, China (GRID:grid.260478.f) (ISNI:0000 0000 9249 2313)
5 Hohai University, School of Earth Sciences and Engineering, Nanjing, China (GRID:grid.257065.3) (ISNI:0000 0004 1760 3465)
6 Technische Universität Berlin, Department of Computer Vision & Remote Sensing, Berlin, Germany (GRID:grid.6734.6) (ISNI:0000 0001 2292 8254)
7 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309); University of Port Harcourt, PMB 5323 Choba, East-West, Department of Geography and Environmental Management, Port Harcourt, Nigeria (GRID:grid.412737.4) (ISNI:0000 0001 2186 7189)
8 Ghent University, Department of Geography, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798)
9 Institute of Agricultural Sciences, ETH Zürich, Department of Environmental Systems Science, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780)
10 Aarhus University, Department of Agroecology, Tjele, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722)
11 Poznan University of Life Sciences, Laboratory of Bioclimatology, Department of Ecology and Environmental Protection, Faculty of Environmental and Mechanical Engineering, Poznan, Poland (GRID:grid.410688.3) (ISNI:0000 0001 2157 4669)
12 Sol, Agro et hydrosystèmes, Spatialisation (SAS), UMR 1069, INRAE, Institut Agro, Rennes, France (GRID:grid.462545.4) (ISNI:0000 0004 0404 9565)
13 University of Eastern Finland, Joensuu campus, Department of Environmental and Biological Sciences, Joensuu, Finland (GRID:grid.9668.1) (ISNI:0000 0001 0726 2490); Natural Resources Institute Finland, Joensuu, Finland (GRID:grid.22642.30) (ISNI:0000 0004 4668 6757)
14 University of Padova - DAFNAE, Padova, Italy (GRID:grid.5608.b) (ISNI:0000 0004 1757 3470)
15 A.N Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, 119071, Moscow, Russia (GRID:grid.437665.5) (ISNI:0000 0001 1088 7934)
16 Climate System Research, Finnish Meteorological Institute, Helsinki, Finland (GRID:grid.8657.c) (ISNI:0000 0001 2253 8678); University of Helsinki, Institute for Atmospheric and Earth System Research (INAR)/Physics, Faculty of Science, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071)
17 Fundación CEAM, Parque Tecnológico, Paterna, Spain (GRID:grid.7737.4)
18 CESBIO, Université de Toulouse, CNES/CNRS/INRAE/IRD/UPS, Toulouse, France (GRID:grid.508721.9) (ISNI:0000 0001 2353 1689)
19 Wageningen Univertsity, Water Systems and Global change group, Wageningen, Netherlands (GRID:grid.4818.5) (ISNI:0000 0001 0791 5666)
20 Université Paris-Saclay, ECOSYS, INRAE, AgroParisTech, Palaiseau, France (GRID:grid.460789.4) (ISNI:0000 0004 4910 6535)
21 University of Liège – Gembloux Agro-Bio Tech, Terra Teaching and Research Center, Gembloux, Belgium (GRID:grid.410510.1) (ISNI:0000 0001 2297 9043)
22 UK Centre for Ecology & Hydrology (UKCEH), Bush Estate, Penicuik, UK (GRID:grid.494924.6)
23 Université Catholique de Louvain, Earth and Life Institute, Louvain-la-Neuve, Belgium (GRID:grid.7942.8) (ISNI:0000 0001 2294 713X)
24 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)
25 TUD Dresden University of Technology, Institute of Hydrology and Meteorology, Tharandt, Germany (GRID:grid.4488.0) (ISNI:0000 0001 2111 7257)
26 Thünen Institute of Climate-Smart Agriculture, Braunschweig, Germany (GRID:grid.11081.39) (ISNI:0000 0004 0550 8217)
27 GFZ German Research Centre for Geosciences, Telegrafenberg, Potsdam, Germany (GRID:grid.23731.34) (ISNI:0000 0000 9195 2461)
28 School of Forest Sciences, University of Eastern Finland, Joensuu, Finland (GRID:grid.9668.1) (ISNI:0000 0001 0726 2490)
29 Shanxi University, School of Life Science, Taiyuan, China (GRID:grid.163032.5) (ISNI:0000 0004 1760 2008)
30 Teagasc, Johnstown Castle, Wexford, Ireland (GRID:grid.6435.4) (ISNI:0000 0001 1512 9569)
31 Eurac research, Institute for Alpine Environment, Bolzano, Italy (GRID:grid.418908.c) (ISNI:0000 0001 1089 6435)
32 Institut für Ökologie, Universität Innsbruck, Innsbruck, Austria (GRID:grid.5771.4) (ISNI:0000 0001 2151 8122)
33 Nanjing University of Information Science & Technology, Institute of Ecology and School of Applied Meteorology, Nanjing, China (GRID:grid.260478.f) (ISNI:0000 0000 9249 2313)
34 European Commission, Joint Research Centre (JRC), Ispra, Italy (GRID:grid.434554.7) (ISNI:0000 0004 1758 4137)
35 Poznan University of Life Sciences, Laboratory of Meteorology, Department of Construction and Geoengineering, Faculty of Environmental and Mechanical Engineering, Poznan, Poland (GRID:grid.410688.3) (ISNI:0000 0001 2157 4669)
36 Uppsala University, Department of Ecology and Genetics/Limnology, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457)
37 Research Institute for Nature and Forest, Geraardsbergen, Belgium (GRID:grid.435417.0)
38 Climate System Research, Finnish Meteorological Institute, Helsinki, Finland (GRID:grid.8657.c) (ISNI:0000 0001 2253 8678)
39 Qufu Normal University, School of life sciences, Qufu, China (GRID:grid.412638.a) (ISNI:0000 0001 0227 8151)
40 University of Clermont Auvergne, Grassland Ecosystem Research, INRAE, VetAgro-Sup, Clermont Ferrand, France (GRID:grid.494717.8) (ISNI:0000000115480420)
41 Technical University of Denmark (DTU), Kgs, Department of Environmental Engineering, Lyngby, Denmark (GRID:grid.5170.3) (ISNI:0000 0001 2181 8870)
42 Global Change Research Institute CAS, Department of Matter and Energy Fluxes, Brno, Czech Republic (GRID:grid.426587.a)
43 Gothenburg University, Departement of Earth Sciences, Gothenburg, Sweden (GRID:grid.8761.8) (ISNI:0000 0000 9919 9582)
44 University of Antwerp, Department of Biology, Wilrijk, Belgium (GRID:grid.5284.b) (ISNI:0000 0001 0790 3681)
45 Agrosphere Institute IBG-3, Forschungszentrum Jülich, Jülich, Germany (GRID:grid.8385.6) (ISNI:0000 0001 2297 375X)
46 Trinity College Dublin, School of Natural Sciences, Botany Discipline, Dublin, Ireland (GRID:grid.8217.c) (ISNI:0000 0004 1936 9705)
47 National Agriculture and Food Research Organization, Tsukuba, Japan (GRID:grid.416835.d) (ISNI:0000 0001 2222 0432)
48 University of Trento, Center Agriculture Food Environment, Trento, Italy (GRID:grid.11696.39) (ISNI:0000 0004 1937 0351)
49 University College Cork, College Road, School of Engineering & Architecture, Cork, Republic of Ireland (GRID:grid.7872.a) (ISNI:0000 0001 2331 8773)
50 Bioeconomy and environment, Natural Resources Institute Finland, Helsinki, Finland (GRID:grid.22642.30) (ISNI:0000 0004 4668 6757)
51 Chinese Academy of Sciences, Lhasa Station, Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Beijing, China (GRID:grid.9227.e) (ISNI:0000000119573309)
52 Chinese Academy of Sciences, State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Beijing, China (GRID:grid.9227.e) (ISNI:0000000119573309)
53 Institute for Agriculture and Forestry Systems in the Mediterranean, Portici, National Research Council of Italy, Naples, Italy (GRID:grid.9227.e) (ISNI:0000 0004 1781 6209)
54 University of Copenhagen, Department of Geosciences and Natural Resource Management, Copenhagen K, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X)
55 Hokkaido University, Research Faculty of Agriculture, Sapporo, Japan (GRID:grid.39158.36) (ISNI:0000 0001 2173 7691)
56 Siberian Branch of the Russian Academy of Sciences, Institute for Biological Problems of Cryolithozone, Yakutsk, Russia (GRID:grid.415877.8) (ISNI:0000 0001 2254 1834)
57 Climate Change Dept., Environmental Protection Agency of Aosta Valley, Saint-Christophe, Italy (GRID:grid.415877.8)
58 Chinese Academy of Sciences, Northwest Institute of Plateau Biology, Qinghai, China (GRID:grid.9227.e) (ISNI:0000000119573309)
59 Kyoto University, Laboratory of Forest Hydrology, Graduate School of Agriculture, Kyoto, Japan (GRID:grid.258799.8) (ISNI:0000 0004 0372 2033)
60 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309); University of Chinese Academy of Sciences, College of Resources and Environment, Beijing, China (GRID:grid.410726.6) (ISNI:0000 0004 1797 8419); Sino-Belgian Joint Laboratory for Geo-Information, Urumqi, China (GRID:grid.458469.2) (ISNI:0000 0001 0038 6319); Chinese Academy of Sciences, The National Key Laboratory of Ecological Security and Sustainable Development in Arid Region (proposed), Urumqi, China (GRID:grid.9227.e) (ISNI:0000 0001 1957 3309)
; Ma, Xiaofei 2
; Wang, Yuangang 3
; Li, Chaofan 4
; Shi, Haiyang 5
; Yuan, Xiuliang 2 ; Hellwich, Olaf 6 ; Chen, Chunbo 2 ; Zhang, Wenqiang 1
; Zhang, Chen 3
; Ling, Qing 3
; Gao, Ruixiang 3
; Zhang, Yu 1
; Ochege, Friday Uchenna 7
; Frankl, Amaury 8
; De Maeyer, Philippe 1 ; Buchmann, Nina 9
; Feigenwinter, Iris 9 ; Olesen, Jørgen E. 10
; Juszczak, Radoslaw 11 ; Jacotot, Adrien 12
; Korrensalo, Aino 13 ; Pitacco, Andrea 14
; Varlagin, Andrej 15
; Shekhar, Ankit 9
; Lohila, Annalea 16
; Carrara, Arnaud 17
; Brut, Aurore 18 ; Kruijt, Bart 19
; Loubet, Benjamin 20 ; Heinesch, Bernard 21 ; Chojnicki, Bogdan 11 ; Helfter, Carole 22
; Vincke, Caroline 23 ; Shao, Changliang 24 ; Bernhofer, Christian 25
; Brümmer, Christian 26
; Wille, Christian 27
; Tuittila, Eeva-Stiina 28
; Nemitz, Eiko 22 ; Meggio, Franco 14
; Dong, Gang 29 ; Lanigan, Gary 30 ; Niedrist, Georg 31
; Wohlfahrt, Georg 32
; Zhou, Guoyi 33 ; Goded, Ignacio 34
; Gruenwald, Thomas 25
; Olejnik, Janusz 35
; Jansen, Joachim 36
; Neirynck, Johan 37
; Tuovinen, Juha-Pekka 38
; Zhang, Junhui 39 ; Klumpp, Katja 40
; Pilegaard, Kim 41 ; Šigut, Ladislav 42
; Klemedtsson, Leif 43
; Tezza, Luca 14
; Hörtnagl, Lukas 9
; Urbaniak, Marek 35
; Roland, Marilyn 44
; Schmidt, Marius 45
; Sutton, Mark A. 22 ; Hehn, Markus 25 ; Saunders, Matthew 46
; Mauder, Matthias 25 ; Aurela, Mika 38
; Korkiakoski, Mika 38
; Du, Mingyuan 47
; Vendrame, Nadia 48
; Kowalska, Natalia 42
; Leahy, Paul G. 49
; Alekseychik, Pavel 50 ; Shi, Peili 51
; Weslien, Per 43
; Chen, Shiping 52 ; Fares, Silvano 53
; Friborg, Thomas 54
; Tallec, Tiphaine 18 ; Kato, Tomomichi 55
; Sachs, Torsten 27
; Maximov, Trofim 56 ; di Cella, Umberto Morra 57 ; Moderow, Uta 25
; Li, Yingnian 58
; He, Yongtao 51 ; Kosugi, Yoshiko 59 ; Luo, Geping 60
1 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309); Ghent University, Department of Geography, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798); University of Chinese Academy of Sciences, College of Resources and Environment, Beijing, China (GRID:grid.410726.6) (ISNI:0000 0004 1797 8419); Sino-Belgian Joint Laboratory for Geo-Information, Urumqi, China (GRID:grid.458469.2) (ISNI:0000 0001 0038 6319); Sino-Belgian Joint Laboratory for Geo-Information, Ghent, Belgium (GRID:grid.458469.2)
2 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309)
3 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309); University of Chinese Academy of Sciences, College of Resources and Environment, Beijing, China (GRID:grid.410726.6) (ISNI:0000 0004 1797 8419)
4 Nanjing University of Information Science and Technology, School of Geographical Sciences, Nanjing, China (GRID:grid.260478.f) (ISNI:0000 0000 9249 2313)
5 Hohai University, School of Earth Sciences and Engineering, Nanjing, China (GRID:grid.257065.3) (ISNI:0000 0004 1760 3465)
6 Technische Universität Berlin, Department of Computer Vision & Remote Sensing, Berlin, Germany (GRID:grid.6734.6) (ISNI:0000 0001 2292 8254)
7 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309); University of Port Harcourt, PMB 5323 Choba, East-West, Department of Geography and Environmental Management, Port Harcourt, Nigeria (GRID:grid.412737.4) (ISNI:0000 0001 2186 7189)
8 Ghent University, Department of Geography, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798)
9 Institute of Agricultural Sciences, ETH Zürich, Department of Environmental Systems Science, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780)
10 Aarhus University, Department of Agroecology, Tjele, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722)
11 Poznan University of Life Sciences, Laboratory of Bioclimatology, Department of Ecology and Environmental Protection, Faculty of Environmental and Mechanical Engineering, Poznan, Poland (GRID:grid.410688.3) (ISNI:0000 0001 2157 4669)
12 Sol, Agro et hydrosystèmes, Spatialisation (SAS), UMR 1069, INRAE, Institut Agro, Rennes, France (GRID:grid.462545.4) (ISNI:0000 0004 0404 9565)
13 University of Eastern Finland, Joensuu campus, Department of Environmental and Biological Sciences, Joensuu, Finland (GRID:grid.9668.1) (ISNI:0000 0001 0726 2490); Natural Resources Institute Finland, Joensuu, Finland (GRID:grid.22642.30) (ISNI:0000 0004 4668 6757)
14 University of Padova - DAFNAE, Padova, Italy (GRID:grid.5608.b) (ISNI:0000 0004 1757 3470)
15 A.N Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, 119071, Moscow, Russia (GRID:grid.437665.5) (ISNI:0000 0001 1088 7934)
16 Climate System Research, Finnish Meteorological Institute, Helsinki, Finland (GRID:grid.8657.c) (ISNI:0000 0001 2253 8678); University of Helsinki, Institute for Atmospheric and Earth System Research (INAR)/Physics, Faculty of Science, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071)
17 Fundación CEAM, Parque Tecnológico, Paterna, Spain (GRID:grid.7737.4)
18 CESBIO, Université de Toulouse, CNES/CNRS/INRAE/IRD/UPS, Toulouse, France (GRID:grid.508721.9) (ISNI:0000 0001 2353 1689)
19 Wageningen Univertsity, Water Systems and Global change group, Wageningen, Netherlands (GRID:grid.4818.5) (ISNI:0000 0001 0791 5666)
20 Université Paris-Saclay, ECOSYS, INRAE, AgroParisTech, Palaiseau, France (GRID:grid.460789.4) (ISNI:0000 0004 4910 6535)
21 University of Liège – Gembloux Agro-Bio Tech, Terra Teaching and Research Center, Gembloux, Belgium (GRID:grid.410510.1) (ISNI:0000 0001 2297 9043)
22 UK Centre for Ecology & Hydrology (UKCEH), Bush Estate, Penicuik, UK (GRID:grid.494924.6)
23 Université Catholique de Louvain, Earth and Life Institute, Louvain-la-Neuve, Belgium (GRID:grid.7942.8) (ISNI:0000 0001 2294 713X)
24 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)
25 TUD Dresden University of Technology, Institute of Hydrology and Meteorology, Tharandt, Germany (GRID:grid.4488.0) (ISNI:0000 0001 2111 7257)
26 Thünen Institute of Climate-Smart Agriculture, Braunschweig, Germany (GRID:grid.11081.39) (ISNI:0000 0004 0550 8217)
27 GFZ German Research Centre for Geosciences, Telegrafenberg, Potsdam, Germany (GRID:grid.23731.34) (ISNI:0000 0000 9195 2461)
28 School of Forest Sciences, University of Eastern Finland, Joensuu, Finland (GRID:grid.9668.1) (ISNI:0000 0001 0726 2490)
29 Shanxi University, School of Life Science, Taiyuan, China (GRID:grid.163032.5) (ISNI:0000 0004 1760 2008)
30 Teagasc, Johnstown Castle, Wexford, Ireland (GRID:grid.6435.4) (ISNI:0000 0001 1512 9569)
31 Eurac research, Institute for Alpine Environment, Bolzano, Italy (GRID:grid.418908.c) (ISNI:0000 0001 1089 6435)
32 Institut für Ökologie, Universität Innsbruck, Innsbruck, Austria (GRID:grid.5771.4) (ISNI:0000 0001 2151 8122)
33 Nanjing University of Information Science & Technology, Institute of Ecology and School of Applied Meteorology, Nanjing, China (GRID:grid.260478.f) (ISNI:0000 0000 9249 2313)
34 European Commission, Joint Research Centre (JRC), Ispra, Italy (GRID:grid.434554.7) (ISNI:0000 0004 1758 4137)
35 Poznan University of Life Sciences, Laboratory of Meteorology, Department of Construction and Geoengineering, Faculty of Environmental and Mechanical Engineering, Poznan, Poland (GRID:grid.410688.3) (ISNI:0000 0001 2157 4669)
36 Uppsala University, Department of Ecology and Genetics/Limnology, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457)
37 Research Institute for Nature and Forest, Geraardsbergen, Belgium (GRID:grid.435417.0)
38 Climate System Research, Finnish Meteorological Institute, Helsinki, Finland (GRID:grid.8657.c) (ISNI:0000 0001 2253 8678)
39 Qufu Normal University, School of life sciences, Qufu, China (GRID:grid.412638.a) (ISNI:0000 0001 0227 8151)
40 University of Clermont Auvergne, Grassland Ecosystem Research, INRAE, VetAgro-Sup, Clermont Ferrand, France (GRID:grid.494717.8) (ISNI:0000000115480420)
41 Technical University of Denmark (DTU), Kgs, Department of Environmental Engineering, Lyngby, Denmark (GRID:grid.5170.3) (ISNI:0000 0001 2181 8870)
42 Global Change Research Institute CAS, Department of Matter and Energy Fluxes, Brno, Czech Republic (GRID:grid.426587.a)
43 Gothenburg University, Departement of Earth Sciences, Gothenburg, Sweden (GRID:grid.8761.8) (ISNI:0000 0000 9919 9582)
44 University of Antwerp, Department of Biology, Wilrijk, Belgium (GRID:grid.5284.b) (ISNI:0000 0001 0790 3681)
45 Agrosphere Institute IBG-3, Forschungszentrum Jülich, Jülich, Germany (GRID:grid.8385.6) (ISNI:0000 0001 2297 375X)
46 Trinity College Dublin, School of Natural Sciences, Botany Discipline, Dublin, Ireland (GRID:grid.8217.c) (ISNI:0000 0004 1936 9705)
47 National Agriculture and Food Research Organization, Tsukuba, Japan (GRID:grid.416835.d) (ISNI:0000 0001 2222 0432)
48 University of Trento, Center Agriculture Food Environment, Trento, Italy (GRID:grid.11696.39) (ISNI:0000 0004 1937 0351)
49 University College Cork, College Road, School of Engineering & Architecture, Cork, Republic of Ireland (GRID:grid.7872.a) (ISNI:0000 0001 2331 8773)
50 Bioeconomy and environment, Natural Resources Institute Finland, Helsinki, Finland (GRID:grid.22642.30) (ISNI:0000 0004 4668 6757)
51 Chinese Academy of Sciences, Lhasa Station, Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Beijing, China (GRID:grid.9227.e) (ISNI:0000000119573309)
52 Chinese Academy of Sciences, State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Beijing, China (GRID:grid.9227.e) (ISNI:0000000119573309)
53 Institute for Agriculture and Forestry Systems in the Mediterranean, Portici, National Research Council of Italy, Naples, Italy (GRID:grid.9227.e) (ISNI:0000 0004 1781 6209)
54 University of Copenhagen, Department of Geosciences and Natural Resource Management, Copenhagen K, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X)
55 Hokkaido University, Research Faculty of Agriculture, Sapporo, Japan (GRID:grid.39158.36) (ISNI:0000 0001 2173 7691)
56 Siberian Branch of the Russian Academy of Sciences, Institute for Biological Problems of Cryolithozone, Yakutsk, Russia (GRID:grid.415877.8) (ISNI:0000 0001 2254 1834)
57 Climate Change Dept., Environmental Protection Agency of Aosta Valley, Saint-Christophe, Italy (GRID:grid.415877.8)
58 Chinese Academy of Sciences, Northwest Institute of Plateau Biology, Qinghai, China (GRID:grid.9227.e) (ISNI:0000000119573309)
59 Kyoto University, Laboratory of Forest Hydrology, Graduate School of Agriculture, Kyoto, Japan (GRID:grid.258799.8) (ISNI:0000 0004 0372 2033)
60 Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Urumqi, China (GRID:grid.9227.e) (ISNI:0000000119573309); University of Chinese Academy of Sciences, College of Resources and Environment, Beijing, China (GRID:grid.410726.6) (ISNI:0000 0004 1797 8419); Sino-Belgian Joint Laboratory for Geo-Information, Urumqi, China (GRID:grid.458469.2) (ISNI:0000 0001 0038 6319); Chinese Academy of Sciences, The National Key Laboratory of Ecological Security and Sustainable Development in Arid Region (proposed), Urumqi, China (GRID:grid.9227.e) (ISNI:0000 0001 1957 3309)
Pages
587
Publication year
2023
Publication date
2023
e-ISSN
20524463
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2861997537
Copyright
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