Articles | Volume 22, issue 1 
            
                
                    
            
            
            https://doi.org/10.5194/bg-22-323-2025
                    © Author(s) 2025. 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-22-323-2025
                    © Author(s) 2025. This work is distributed under 
the Creative Commons Attribution 4.0 License.
                the Creative Commons Attribution 4.0 License.
Air temperature and precipitation constraining the modelled wetland methane emissions in a boreal region in northern Europe
                                            Finnish Meteorological Institute, Helsinki, 00560, Finland
                                        
                                    Aki Tsuruta
                                            Finnish Meteorological Institute, Helsinki, 00560, Finland
                                        
                                    Jarmo Mäkelä
                                            CSC Centre of Scientific Computing, Espoo, Finland
                                        
                                    Jurek Müller
                                            Climate and Environmental Physics, Physics Institute, University of Bern, Bern, Switzerland
                                        
                                    
                                            Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
                                        
                                    Maria Tenkanen
                                            Finnish Meteorological Institute, Helsinki, 00560, Finland
                                        
                                    Eleanor Burke
                                            Met Office Hadley Centre, Exeter, UK
                                        
                                    Sarah Chadburn
                                            University of Exeter, Exeter, UK
                                        
                                    
                                            Finnish Meteorological Institute, Helsinki, 00560, Finland
                                        
                                    Vilma Mannisenaho
                                            Finnish Meteorological Institute, Helsinki, 00560, Finland
                                        
                                    Thomas Kleinen
                                            Max-Planck-Institute for Meteorology, Hamburg, Germany
                                        
                                    Hanna Lee
                                            NORCE Norwegian Research Centre AS, Bjerknes Centre for Climate Research, Bergen, Norway
                                        
                                    
                                            Department of Biology, Norwegian University of Science and Technology, Trondheim, Norway
                                        
                                    Antti Leppänen
                                            CSC Centre of Scientific Computing, Espoo, Finland
                                        
                                    Tiina Markkanen
                                            Finnish Meteorological Institute, Helsinki, 00560, Finland
                                        
                                    Stefano Materia
                                            Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, CSP, Bologna, Italy
                                        
                                    Paul A. Miller
                                            Department of Physical Geography and Ecosystem Science, Faculty of Science, Lund University, Lund, Sweden
                                        
                                    Daniele Peano
                                            Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, CSP, Bologna, Italy
                                        
                                    Olli Peltola
                                            Natural Resources Institute Finland (Luke), Latokartanonkaari 9, Helsinki, 00790, Finland
                                        
                                    Benjamin Poulter
                                            NASA GSFC, Earth Sciences Division, Biospheric Sciences Laboratory, Greenbelt, MD, USA
                                        
                                    Maarit Raivonen
                                            Institute for Atmospheric and Earth System Research (INAR)/Physics, Faculty of Science, University of Helsinki, P.O. Box 68, 00014 Helsinki, Finland
                                        
                                    Marielle Saunois
                                            Laboratoire des Sciences du Climat et de l'Environnement, LSCE-IPSL (CEA-CNRS-UVSQ), Université Paris-Saclay, Paris, France
                                        
                                    David Wårlind
                                            Department of Physical Geography and Ecosystem Science, Faculty of Science, Lund University, Lund, Sweden
                                        
                                    Sönke Zaehle
                                            Max-Planck-Institute for Biogeochemistry, Jena, Germany
                                        
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                            Cited
5 citations as recorded by crossref.
- Environmental drivers constraining the seasonal variability in satellite-observed and modelled methane at northern high latitudes E. Kivimäki et al. 10.5194/bg-22-5193-2025
- Global CH4 fluxes derived from JAXA/GOSAT lower-tropospheric partial column data and the CarbonTracker Europe-CH4 atmospheric inverse model A. Tsuruta et al. 10.5194/acp-25-7829-2025
- Assessing modelled methane emissions over northern wetlands by the JULES-HIMMELI model Y. Gao et al. 10.1016/j.scitotenv.2025.179526
- Assimilating multi-site eddy-covariance data to calibrate the wetland CH4 emission module in a terrestrial ecosystem model J. Kallingal et al. 10.5194/bg-22-4061-2025
- Air temperature and precipitation constraining the modelled wetland methane emissions in a boreal region in northern Europe T. Aalto et al. 10.5194/bg-22-323-2025
4 citations as recorded by crossref.
- Environmental drivers constraining the seasonal variability in satellite-observed and modelled methane at northern high latitudes E. Kivimäki et al. 10.5194/bg-22-5193-2025
- Global CH4 fluxes derived from JAXA/GOSAT lower-tropospheric partial column data and the CarbonTracker Europe-CH4 atmospheric inverse model A. Tsuruta et al. 10.5194/acp-25-7829-2025
- Assessing modelled methane emissions over northern wetlands by the JULES-HIMMELI model Y. Gao et al. 10.1016/j.scitotenv.2025.179526
- Assimilating multi-site eddy-covariance data to calibrate the wetland CH4 emission module in a terrestrial ecosystem model J. Kallingal et al. 10.5194/bg-22-4061-2025
Latest update: 30 Oct 2025
Short summary
                    Wetland methane responses to temperature and precipitation were studied in a boreal wetland-rich region in northern Europe using ecosystem models, atmospheric inversions, and upscaled flux observations. The ecosystem models differed in their responses to temperature and precipitation and in their seasonality. However, multi-model means, inversions, and upscaled fluxes had similar seasonality, and they suggested co-limitation by temperature and precipitation.
                    Wetland methane responses to temperature and precipitation were studied in a boreal wetland-rich...
                    
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