Statistical upscaling of ecosystem CO 2 fluxes across the terrestrial tundra and boreal domain: Regional patterns and uncertainties

Author:

Virkkala Anna‐Maria12ORCID,Aalto Juha13ORCID,Rogers Brendan M.2ORCID,Tagesson Torbern45ORCID,Treat Claire C.6ORCID,Natali Susan M.2ORCID,Watts Jennifer D.2,Potter Stefano2,Lehtonen Aleksi7ORCID,Mauritz Marguerite8ORCID,Schuur Edward A. G.9ORCID,Kochendorfer John10,Zona Donatella1112,Oechel Walter1113,Kobayashi Hideki14,Humphreys Elyn15,Goeckede Mathias16ORCID,Iwata Hiroki17ORCID,Lafleur Peter M.18ORCID,Euskirchen Eugenie S.19,Bokhorst Stef20ORCID,Marushchak Maija2122ORCID,Martikainen Pertti J.22ORCID,Elberling Bo23ORCID,Voigt Carolina2224ORCID,Biasi Christina22ORCID,Sonnentag Oliver24ORCID,Parmentier Frans‐Jan W.425ORCID,Ueyama Masahito26ORCID,Celis Gerardo27,St.Louis Vincent L.28ORCID,Emmerton Craig A.28ORCID,Peichl Matthias29ORCID,Chi Jinshu29ORCID,Järveoja Järvi29ORCID,Nilsson Mats B.29ORCID,Oberbauer Steven F.30,Torn Margaret S.31,Park Sang‐Jong32ORCID,Dolman Han33,Mammarella Ivan34ORCID,Chae Namyi35,Poyatos Rafael3637ORCID,López‐Blanco Efrén3839ORCID,Christensen Torben Røjle39ORCID,Kwon Min Jung4041ORCID,Sachs Torsten42ORCID,Holl David43ORCID,Luoto Miska1ORCID

Affiliation:

1. Department of Geosciences and Geography Faculty of Science University of Helsinki Helsinki Finland

2. Woodwell Climate Research Center Falmouth MA USA

3. Weather and Climate Change Impact Research Finnish Meteorological Institute Helsinki Finland

4. Department of Physical Geography and Ecosystem Science Lund University Lund Sweden

5. Department of Geosciences and Natural Resource Management Copenhagen University Copenhagen Denmark

6. Alfred Wegener Institute Helmholtz Center for Polar and Marine Research Potsdam Germany

7. Natural Resources Institute Finland Helsinki Finland

8. University of Texas at El Paso El Paso TX USA

9. Center for Ecosystem Science and Society Department of Biological Sciences Northern Arizona University Flagstaff AZ USA

10. Atmosperic Turbulence and Diffusion Division of NOAA's Air Resources Laboratory Oak Ridge TN USA

11. San Diego State University San Diego CA USA

12. University of Sheffield Sheffield UK

13. University of Exeter Exeter UK

14. Research Institute for Global Change Japan Agency for Marine‐Earth Science and Technology Yokoama Japan

15. Carleton University Ottawa ON Canada

16. Dept. Biogeochemical Signals Max Planck Institute for Biogeochemistry Jena Germany

17. Department of Environmental Science Shinshu University Matsumoto Japan

18. School of the Environment Trent University Peterborough ON Canada

19. Institute of Arctic Biology University of Alaska Fairbanks Fairbanks AK USA

20. Vrije Universiteit Amsterdam Amsterdam the Netherlands

21. Department of Biological and Environmental Science University of Jyväskylä Jyväskylä Finland

22. Department of Environmental and Biological Sciences University of Eastern Finland Kuopio Finland

23. Center for Permafrost Department of Geoscience and Natural Resource Management University of Copenhagen Copenhagen Denmark

24. Département de géographie Université de Montréal Montréal QC Canada

25. Centre for Biogeochemistry in the Anthropocene Department of Geosciences University of Oslo Oslo Norway

26. Graduate School of Life and Environmental Sciences Osaka Prefecture University Sakai Japan

27. Agronomy Department University of Florida Gainesville FL USA

28. Department of Biological Sciences University of Alberta Edmonton AB Canada

29. Department of Forest Ecology and Management Swedish University of Agricultural Sciences Umeå Sweden

30. Department of Biological Sciences Florida International University Miami FL USA

31. Berkeley Lab and UC Berkeley Berkeley CA USA

32. Division of Atmospheric Sciences Korea Polar Research Institute Incheon Republic of Korea

33. Department of Earth Sciences Free University Amsterdam Amsterdam the Netherlands

34. Institute for Atmospheric and Earth System Research/Physics Faculty of Science University of Helsinki Helsinki Finland

35. Institute of Life Science and Natural Resources Korea University Seoul Republic of Korea

36. CREAF Catalonia Spain

37. Universitat Autònoma de Barcelona Catalonia Spain

38. Department of Environment and Minerals Greenland Institute of Natural Resources Nuuk Greenland

39. Department of Bioscience Arctic Research Center Aarhus University Roskilde Denmark

40. Laboratoire des Sciences du Climat et de l'Environnement Gif‐sur‐Yvette France

41. Division of Life Sciences Korea Polar Research InstituteIncheon Republic of Korea

42. GFZ German Research Centre for Geosciences Potsdam Germany

43. Center for Earth System Research and Sustainability (CEN) University of Hamburg Hamburg Germany

Funder

European Commission

Helsingin Yliopisto

Jenny ja Antti Wihurin Rahasto

Väisälän Rahasto

Natural Sciences and Engineering Research Council of Canada

Alfred Kordelinin Säätiö

Suomen Kulttuurirahasto

Netherlands Earth System Science Centre

Gordon and Betty Moore Foundation

Skogssällskapet

Biological and Environmental Research

Svenska Forskningsrådet Formas

Vetenskapsrådet

Norges Forskningsråd

Danmarks Grundforskningsfond

Academy of Finland

Canada Research Chairs

U.S. Geological Survey

Publisher

Wiley

Subject

General Environmental Science,Ecology,Environmental Chemistry,Global and Planetary Change

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