Articles | Volume 21, issue 2
https://doi.org/10.5194/bg-21-335-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/bg-21-335-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| Highlight paper
| 
19 Jan 2024
Research article | Highlight paper |
| 19 Jan 2024
| 19 Jan 2024
High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra
Anna-Maria Virkkala
CORRESPONDING AUTHOR
Woodwell Climate Research Center, Falmouth, 149 Woods Hole Road, MA 02540-1644, USA
Department of Geosciences and Geography, University of Helsinki, Gustaf Hällströmin katu 2, 00014 Helsinki, Finland
Pekka Niittynen
Department of Biological and Environmental Science, University of Jyväskylä, P.O. Box 35, 40014 Jyväskylä, Finland
Julia Kemppinen
Geography Research Unit, University of Oulu, P.O. Box 8000, 90014 Oulu, Finland
Maija E. Marushchak
Department of Environmental and Biological Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
Carolina Voigt
Department of Environmental and Biological Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
Geert Hensgens
Department of Earth and Climate, Vrije Universiteit Amsterdam, De Boelelaan 1085, 1081 HV, Amsterdam, the Netherlands
Johanna Kerttula
Department of Environmental and Biological Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
Konsta Happonen
Youth Research Society, Kumpulantie 3 A, 00520 Helsinki, Finland
Vilna Tyystjärvi
Finnish Meteorological Institute, Climate System Research Unit, Erik Palménin aukio 1, 00560 Helsinki, Finland
Christina Biasi
Department of Environmental and Biological Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
Department of Ecology, University of Innsbruck, Sternwartstraße 15, 6020 Innsbruck, Austria
Jenni Hultman
Natural Resources Institute Finland, Latokartanonkaari 9, 00790 Helsinki, Finland
Department of Microbiology, University of Helsinki, Viikinkaari 9, 00014 Helsinki, Finland
Janne Rinne
Natural Resources Institute Finland, Latokartanonkaari 9, 00790 Helsinki, Finland
Miska Luoto
Department of Geosciences and Geography, University of Helsinki, Gustaf Hällströmin katu 2, 00014 Helsinki, Finland
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Cited
7 citations as recorded by crossref.
- Discovery of Eremiobacterota with nifH homologues in tundra soil I. Pessi et al. 10.1111/1758-2229.13277
- Microclimate, an important part of ecology and biogeography J. Kemppinen et al. 10.1111/geb.13834
- Variation in Soil CO2 Fluxes across Land Cover Mosaic in Typical Tundra of the Taimyr Peninsula, Siberia A. Panov et al. 10.3390/atmos15060698
- Cold‐Season Methane Fluxes Simulated by GCP‐CH4 Models A. Ito et al. 10.1029/2023GL103037
- High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra A. Virkkala et al. 10.5194/bg-21-335-2024
- Remote sensing of biogeophysical variables at the Cape Bounty Arctic Watershed Observatory, Melville Island, Nunavut, Canada P. Treitz et al. 10.1139/as-2023-0043
- Recent Advances and Challenges in Monitoring and Modeling Non-Growing Season Carbon Dioxide Fluxes from the Arctic Boreal Zone K. Arndt et al. 10.1007/s40641-023-00190-4
3 citations as recorded by crossref.
- Discovery of Eremiobacterota with nifH homologues in tundra soil I. Pessi et al. 10.1111/1758-2229.13277
- Microclimate, an important part of ecology and biogeography J. Kemppinen et al. 10.1111/geb.13834
- Variation in Soil CO2 Fluxes across Land Cover Mosaic in Typical Tundra of the Taimyr Peninsula, Siberia A. Panov et al. 10.3390/atmos15060698
4 citations as recorded by crossref.
- Cold‐Season Methane Fluxes Simulated by GCP‐CH4 Models A. Ito et al. 10.1029/2023GL103037
- High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra A. Virkkala et al. 10.5194/bg-21-335-2024
- Remote sensing of biogeophysical variables at the Cape Bounty Arctic Watershed Observatory, Melville Island, Nunavut, Canada P. Treitz et al. 10.1139/as-2023-0043
- Recent Advances and Challenges in Monitoring and Modeling Non-Growing Season Carbon Dioxide Fluxes from the Arctic Boreal Zone K. Arndt et al. 10.1007/s40641-023-00190-4
Latest update: 13 Dec 2024
Co-editor-in-chief
Arctic greenhouse gas fluxes are key for climate feedback but the Arctic greenhouse gas balance is poorly constrained due to a limited understanding of the spatial variation in these fluxes. This study combines extensive chamber-based flux measurements and remote sensing data to develop a machine-learning model to predict greenhouse gas fluxes across a tundra landscape in Finland. The analysis revealed that the system was a net greenhouse gas sink and showed widespread CH4 uptake in upland vegetation types, almost surpassing the high wetland CH4 emissions at the landscape scale.
Arctic greenhouse gas fluxes are key for climate feedback but the Arctic greenhouse gas balance...
Short summary
Arctic greenhouse gas (GHG) fluxes of CO2, CH4, and N2O are important for climate feedbacks. We combined extensive in situ measurements and remote sensing data to develop machine-learning models to predict GHG fluxes at a 2 m resolution across a tundra landscape. The analysis revealed that the system was a net GHG sink and showed widespread CH4 uptake in upland vegetation types, almost surpassing the high wetland CH4 emissions at the landscape scale.
Arctic greenhouse gas (GHG) fluxes of CO2, CH4, and N2O are important for climate feedbacks. We...
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