High-resolution remote sensing and machine-learning-based upscaling of methane fluxes: a case study in the Western Canadian tundra
Kseniia Ivanova, Anna-Maria Virkkala, Victor Brovkin, Tobias Stacke, Barbara Widhalm, Annett Bartsch, Carolina Voigt, Oliver Sonnentag, Mathias Göckede
A practical metric for estimating the current climate forcing of natural mires
Environmental Research Letters· 2025DOI Janne Rinne, Juha-Pekka Tuovinen, Annalea Lohila
ARGO: ARctic greenhouse Gas Observation metadata version 1
Earth System Science Data· 2025DOI Judith Vogt, Martijn M. T. A. Pallandt, Luana S. Basso, Abdullah Bolek, Kseniia Ivanova, Mark Schlutow, Gerardo Celis, McKenzie Kuhn, Marguerite Mauritz, Edward A. G. Schuur, Kyle Arndt, Anna-Maria Virkkala, Isabel Wargowsky, Mathias Göckede
Assessing the role of kelp for small‐scale fisheries by combining fishers' knowledge of spawning locations with modelled kelp distribution
People and Nature· 2025DOI Zina Kebir, Vera Helene Hausner, Francisco Javier Ancin Murguzur, Vetle Lunde Ommundsen, Ann Eileen Lennert
Demands and possibilities for field-scale estimation of agricultural greenhouse gas balances
Taru Palosuo, Jaakko Heikkinen, Emmi Hilasvuori, Liisa Kulmala, Samuli Launiainen, Anniina Lehtilä, Ilkka Leinonen, Maarit Liimatainen, Miia Salminen, Narasinha Shurpali, Tarja Silfver, Helena Soinne, Julius Vira, Jari Liski
Impacts of air fraction increase on Arctic sea ice density, freeboard, and thickness estimation during the melt season
E. Salganik; O. Crabeck; O. Crabeck; N. Fuchs; N. Hutter; N. Hutter; P. Anhaus; P. Anhaus; J. C. Landy
Multi-scale soil moisture data and process-based modeling reveal the importance of lateral groundwater flow in a subarctic catchment
Hydrology and Earth System Sciences· 2025DOI Jari-Pekka Nousu, Kersti Leppä, Hannu Marttila, Pertti Ala-aho, Giulia Mazzotti, Terhikki Manninen, Mika Korkiakoski, Mika Aurela, Annalea Lohila, Samuli Launiainen
Priority research directions for wildfire science: views from a historically fire-prone and an emerging fire-prone country
Philosophical Transactions of the Royal Society B: Biological Sciences· 2025DOI Kerryn Little; Rayanne Vitali; Claire M. Belcher; Nicholas Kettridge; Adam F.A. Pellegrini; Adriana E.S. Ford; Alistair M.S. Smith; Andy Elliott; Apostolos Voulgarakis; Cathelijne R. Stoof; Crystal A. Kolden; Dylan W. Schwilk; Eric B. Kennedy; Fiona E. Newman Thacker; Gail R. Millin-Chalabi; Gareth D. Clay; James I. Morison; Jessica L. McCarty; Katy Ivison; Kevin Tansey; Kimberley J. Simpson; Matthew W. Jones; Michelle C. Mack; Peter Z. Fulé; Rob Gazzard; Sandy P. Harrison; Stacey New; Susan E. Page; Tilly E. Hall; Tim Brown; W. Matt Jolly; Stefan Doerr
Temporal dynamics and environmental controls of carbon dioxide and methane fluxes measured by the eddy covariance method over a boreal river
A. Vähä; T. Vesala; T. Vesala; S. Guseva; A. Lindroth; A. Lorke; S. MacIntyre; S. MacIntyre; I. Mammarella
The net ecosystem carbon balance (NECB) at catchment scales in the Arctic
Frontiers in Environmental Science· 2025DOI Efrén López-Blanco, Maria Väisänen, Elodie Salmon, Cheristy P. Jones, Niels M. Schmid,Hannu Marttila, Annalea Lohila, Sari Juutinen, Johan Scheller, Torben R. Christensen
Towards an enhanced metric for detecting vertical flow decoupling in eddy covariance flux observations
Agricultural and Forest Meteorology· 2025DOI Olli Peltola; Toprak Aslan; Mika Aurela; Annalea Lohila; Ivan Mammarella; Dario Papale; Christoph K. Thomas; Timo Vesala; Tuomas Laurila
Wildfires offset the increasing but spatially heterogeneous Arctic–boreal CO2 uptake
Nature Climate Change· 2025DOI Anna-Maria Virkkala, Brendan M. Rogers, Jennifer D. Watts, Kyle A. Arndt, Stefano Potter, Isabel Wargowsky, Edward A. G. Schuur, Craig R. See, Marguerite Mauritz, Julia Boike, M. Syndonia Bret-Harte, Eleanor J. Burke, Arden Burrell, Namyi Chae, Abhishek Chatterjee, Frederic Chevallier, Torben R. Christensen, Roisin Commane, Han Dolman, Colin W. Edgar, Bo Elberling, Craig A. Emmerton, Eugenie S. Euskirchen, Liang Feng, Mathias Göckede, Achim Grelle, Manuel Helbig, David Holl, Järvi Järveoja, Sergey V. Karsanaev, Hideki Kobayashi, Lars Kutzbach, Junjie Liu, Ingrid T. Luijkx, Efrén López-Blanco, Kyle Lunneberg, Ivan Mammarella, Maija E. Marushchak, Mikhail Mastepanov, Yojiro Matsuura, Trofim C. Maximov, Lutz Merbold, Gesa Meyer, Mats B. Nilsson, Yosuke Niwa, Walter Oechel, Paul I. Palmer, Sang-Jong Park, Frans-Jan W. Parmentier, Matthias Peichl, Wouter Peters, Roman Petrov, William Quinton, Christian Rödenbeck, Torsten Sachs, Christopher Schulze, Oliver Sonnentag, Vincent L. St. Louis, Eeva-Stiina Tuittila, Masahito Ueyama, Andrej Varlagin, Donatella Zona, Susan M. Natali
Accuracy of Ocean CO2 Uptake Estimates at a Risk by a Reduction in the Data Collection
Geophysical Research Letters· 2024DOI Yuanxu Dong; Dorothee C. E. Bakker; Peter Landschützer
Amount of carbon fixed, transit time and fate of harvested wood products define the climate change mitigation potential of boreal forest management—A model analysis
Ecological Modelling· 2024DOI Holger Metzler, Samuli Launiainen, Giulia Vico
Atmospheric O<sub>2</sub> and CO<sub>2</sub> measurements at a single height provide weak constraint on surface carbon exchange
Kim Faassen; Ingrid Luijkx; Jordi Vilà-Guerau de Arellano; Raquel González-Armas; Bert Heusinkveld; Ivan Mammarella; Wouter Peters
Decadal increases in carbon uptake offset by respiratory losses across northern permafrost ecosystems
Nature Climate Change· 2024DOI Craig R. See; Anna-Maria Virkkala; Susan M. Natali; Brendan M. Rogers; Marguerite Mauritz; Christina Biasi; Stef Bokhorst; Julia Boike; M. Syndonia Bret-Harte; Gerardo Celis; Namyi Chae; Torben R. Christensen; Sara June Murner; Sigrid Dengel; Han Dolman; Colin W. Edgar; Bo Elberling; Craig A. Emmerton; Eugénie S. Euskirchen; Mathias Göckede; Achim Grelle; Liam Heffernan; Manuel Helbig; David Holl; Elyn Humphreys; Hiroki Iwata; Järvi Järveoja; Hideki Kobayashi; John Kochendorfer; Pasi Kolari; Ayumi Kotani; Lars Kutzbach; Min Jung Kwon; Emma R. Lathrop; Efrén López-Blanco; Ivan Mammarella; Maija E. Marushchak; Mikhail Mastepanov; Yojiro Matsuura; Lutz Merbold; Gesa Meyer; Christina Minions; Mats B. Nilsson; Julia Nojeim; Steven F. Oberbauer; David Olefeldt; Sang-Jong Park; Frans-Jan W. Parmentier; Matthias Peichl; Darcy Peter; Roman Petrov; Rafael Poyatos; Anatoly S. Prokushkin; William Quinton; Heidi Rodenhizer; Torsten Sachs; Kathleen Savage; Christopher Schulze; Sofie Sjögersten; Oliver Sonnentag; Vincent L. St. Louis; Margaret S. Torn; Eeva-Stiina Tuittila; Masahito Ueyama; Andrej Varlagin; Carolina Voigt; Jennifer D. Watts; Donatella Zona; Viacheslav I. Zyryanov; Edward A. G. Schuur
Eddy covariance fluxes of CO<sub>2</sub>, CH<sub>4</sub> and N<sub>2</sub>O on a drained peatland forest after clearcutting
Olli-Pekka Tikkasalo; Olli Peltola; Pavel Alekseychik; Juha Heikkinen; Samuli Launiainen; Aleksi Lehtonen; Qian Li; Eduardo Martínez-García; Mikko Peltoniemi; Petri Salovaara; Ville Tuominen; Raisa Mäkipää
Environmental Research Letters
Environmental Research Letters· 2024DOI Shannon L Speir; Jennifer L Tank; Ada Pastor; Marc F Muller; Mikhail Mastepanov; Tenna Riis
Exploring the potential of forest snow modeling at the tree and snowpack layer scale
Giulia Mazzotti, Jari-Pekka Nousu, Vincent Vionnet, Tobias Jonas, Rafife Nheili, Matthieu Lafaysse
Gas Transfer Across Air‐Water Interfaces in Inland Waters: From Micro‐Eddies to Super‐Statistics
Water Resources Research· 2024DOI Gabriel Katul, Andrew Bragg, Ivan Mammarella, Heping Liu, Qi Li, Elie Bou‐Zeid
Glaciation of liquid clouds, snowfall, and reduced cloud cover at industrial aerosol hot spots
Velle Toll; Jorma Rahu; Hannes Keernik; Heido Trofimov; Tanel Voormansik; Peter Manshausen; Emma Hung; Daniel Michelson; Matthew W. Christensen; Piia Post; Heikki Junninen; Benjamin J. Murray; Ulrike Lohmann; Duncan Watson-Parris; Philip Stier; Norman Donaldson; Trude Storelvmo; Markku Kulmala; Nicolas Bellouin
Global Biogeochemical Cycles
Global Biogeochemical Cycles· 2024DOI Justine Ramage; McKenzie Kuhn; Anna‐Maria Virkkala; Carolina Voigt; Maija E. Marushchak; Ana Bastos; Christina Biasi; Josep G. Canadell; Philippe Ciais; Efrèn López‐Blanco; Susan M. Natali; David Olefeldt; Stefano Potter; Benjamin Poulter; Brendan M. Rogers; Edward A. G. Schuur; Claire Treat; Merritt R. Turetsky; Jennifer Watts; Gustaf Hugelius
High-resolution harvester data for estimating rolling resistance and forest trafficability
European Journal of Forest Research· 2024DOI Aura Salmivaara; Eero Holmström; Sampo Kulju; Jari Ala-Ilomäki; Petra Virjonen; Paavo Nevalainen; Jukka Heikkonen; Samuli Launiainen
High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra
A.-M. Virkkala; A.-M. Virkkala; P. Niittynen; J. Kemppinen; M. E. Marushchak; C. Voigt; G. Hensgens; J. Kerttula; K. Happonen; V. Tyystjärvi; C. Biasi; C. Biasi; J. Hultman; J. Hultman; J. Rinne; M. Luoto
Highlighting the role of biota in feedback loops from tundra ecosystems to the atmosphere
Frontiers in Environmental Science· 2024DOI Niels M. Schmidt; Isabel C. Barrio; Jeppe A. Kristensen; Jeppe A. Kristensen; Efrén López-Blanco; Efrén López-Blanco; Floris M. van Beest
Increase in gross primary production of boreal forests balanced out by increase in ecosystem respiration
Remote Sensing of Environment· 2024DOI Jouni Pulliainen, Mika Aurela, Tuula Aalto, Kristin Böttcher, Juval Cohen, Chris Derksen, Martin Heimann, Manuel Helbig, Pasi Kolari, Anna Kontu, Alisa Krasnova, Samuli Launiainen, Juha Lemmetyinen, Hannakaisa Lindqvist, Anders Lindroth, Annalea Lohila, Kari Luojus, Ivan Mammarella, Tiina Markkanen, Elma Nevala, Steffen Noe, Matthias Peichl, Jukka Pumpanen, Kimmo Rautiainen, Miia Salminen, Oliver Sonnentag, Matias Takala, Tea Thum, Timo Vesala, Patrik Vestin
Journal of Climate
Journal of Climate· 2024DOI Guido Vettoretti; Roman Nuterman; Markus Jochum
Modeling snowpack dynamics and surface energy budget in boreal and subarctic peatlands and forests
J.-P. Nousu; J.-P. Nousu; J.-P. Nousu; M. Lafaysse; G. Mazzotti; P. Ala-aho; H. Marttila; B. Cluzet; M. Aurela; A. Lohila; A. Lohila; P. Kolari; A. Boone; M. Fructus; S. Launiainen
Nitrous oxide dynamics in the Kara Sea, Arctic Ocean
Frontiers in Marine Science· 2024DOI Sofia Muller; Sofia Muller; Sofia Muller; François Fripiat; Samuel L. Jaccard; Leandro Ponsoni; Jens A. Hölemann; Alfredo Martínez-García; Bruno Delille
Optimising CH<sub>4</sub> simulations from the LPJ-GUESS model v4.1 using an adaptive Markov chain Monte Carlo algorithm
Geoscientific Model Development· 2024DOI Jalisha T. Kallingal; Johan Lindström; Paul A. Miller; Janne Rinne; Maarit Raivonen; Marko Scholze
Permafrost Region Greenhouse Gas Budgets Suggest a Weak CO<sub>2</sub> Sink and CH<sub>4</sub> and N<sub>2</sub>O Sources, But Magnitudes Differ Between Top‐Down and Bottom‐Up Methods
Global Biogeochemical Cycles· 2024DOI G. Hugelius; J. Ramage; E. Burke; A. Chatterjee; T. L. Smallman; T. Aalto; A. Bastos; C. Biasi; J. G. Canadell; N. Chandra; F. Chevallier; P. Ciais; J. Chang; L. Feng; M. W. Jones; T. Kleinen; M. Kuhn; R. Lauerwald; J. Liu; E. López‐Blanco; I. T. Luijkx; M. E. Marushchak; S. M. Natali; Y. Niwa; D. Olefeldt; P. I. Palmer; P. K. Patra; W. Peters; S. Potter; B. Poulter; B. M. Rogers; W. J. Riley; M. Saunois; E. A. G. Schuur; R. L. Thompson; C. Treat; A. Tsuruta; M. R. Turetsky; A.‐M. Virkkala; C. Voigt; J. Watts; Q. Zhu; B. Zheng
Resolving heterogeneity in CO2 uptake potential in the Greenland coastal ocean
Journal of Geophysical Research: Biogeosciences· 2024DOI Henson, Henry C.; Sejr, Mikael K.; Meire, Lorenz; Sørensen, Lise Lotte; Winding, Mie Hylstofte Sichlau; Holding, Johnna M
The net GHG balance and budget of the permafrost region (2000-2020) from ecosystem flux upscaling
Global Biogeochemical Cycles· 2024DOI Justine Ramage; McKenzie Kuhn; Anna‐Maria Virkkala; Carolina Voigt; Maija E. Marushchak; Ana Bastos; Christina Biasi; Josep G. Canadell; Philippe Ciais; Efrèn López‐Blanco; Susan M. Natali; David Olefeldt; Stefano Potter; Benjamin Poulter; Brendan M. Rogers; Edward A. G. Schuur; Claire Treat; Merritt R. Turetsky; Jennifer Watts; Gustaf Hugelius
Thinning turned boreal forest to a temporary carbon source - short term effects of partial harvest on carbon dioxide and water vapor fluxes
Agricultural and Forest Meteorology· 2024DOI Toprak Aslan, Samuli Launiainen, Pasi Kolari, Olli Peltola, Juho Aalto, Jaana Bäck, Timo Vesala, Ivan Mammarella
Towards an increasingly biased view on Arctic change
Nature Climate Change· 2024DOI Efrén López-Blanco; Elmer Topp-Jørgensen; Torben R. Christensen; Morten Rasch; Henrik Skov; Marie F. Arndal; M. Syndonia Bret-Harte; Terry V. Callaghan; Niels M. Schmidt
Tree planting is no climate solution at northern high latitudes
Nature Geoscience· 2024DOI Kristensen, J; Barbero-Palacios, L; Barrio, IC; Jacobsen, IBD; Kerby, JT; López-Blanco, E; Malhi, Y; Le Moullec, M; Mueller, CW; Post, E; Raundrup, K; Macias-Fauria, M
X-BASE: the first terrestrial carbon and water flux products from an extended data-driven scaling framework, FLUXCOM-X
J. A. Nelson; S. Walther; F. Gans; B. Kraft; U. Weber; K. Novick; N. Buchmann; M. Migliavacca; G. Wohlfahrt; L. Šigut; A. Ibrom; D. Papale; D. Papale; M. Göckede; G. Duveiller; A. Knohl; A. Knohl; L. Hörtnagl; R. L. Scott; W. Zhang; Z. M. Hamdi; M. Reichstein; M. Reichstein; S. Aranda-Barranco; S. Aranda-Barranco; J. Ardö; M. Op de Beeck; M. Op de Beeck; D. Billesbach; D. Billesbach; D. Bowling; R. Bracho; C. Brümmer; G. Camps-Valls; S. Chen; J. R. Cleverly; A. Desai; G. Dong; T. S. El-Madany; E. S. Euskirchen; I. Feigenwinter; M. Galvagno; G. A. Gerosa; B. Gielen; I. Goded; S. Goslee; C. M. Gough; B. Heinesch; K. Ichii; M. A. Jackowicz-Korczynski; M. A. Jackowicz-Korczynski; A. Klosterhalfen; S. Knox; S. Knox; H. Kobayashi; K.-M. Kohonen; M. Korkiakoski; I. Mammarella; M. Gharun; R. Marzuoli; R. Matamala; R. Matamala; R. Matamala; S. Metzger; S. Metzger; L. Montagnani; G. Nicolini; G. Nicolini; T. O'Halloran; T. O'Halloran; J.-M. Ourcival; M. Peichl; E. Pendall; B. Ruiz Reverter; M. Roland; S. Sabbatini; S. Sabbatini; T. Sachs; M. Schmidt; C. R. Schwalm; A. Shekhar; R. Silberstein; M. L. Silveira; D. Spano; D. Spano; T. Tagesson; T. Tagesson; G. Tramontana; C. Trotta; F. Turco; T. Vesala; T. Vesala; C. Vincke; D. Vitale; E. R. Vivoni; E. R. Vivoni; Y. Wang; W. Woodgate; W. Woodgate; E. A. Yepez; J. Zhang; J. Zhang; D. Zona; M. Jung
Environmental Research Letters
Environmental Research Letters· 2023DOI Malgorzata Golub; Nikaan Koupaei-Abyazani; Timo Vesala; Ivan Mammarella; Anne Ojala; Gil Bohrer; Gesa A Weyhenmeyer; Peter D Blanken; Werner Eugster; Franziska Koebsch; Jiquan Chen; Kevin Czajkowski; Chandrashekhar Deshmukh; Frederic Guérin; Jouni Heiskanen; Elyn Humphreys; Anders Jonsson; Jan Karlsson; George Kling; Xuhui Lee; Heping Liu; Annalea Lohila; Erik Lundin; Tim Morin; Eva Podgrajsek; Maria Provenzale; Anna Rutgersson; Torsten Sachs; Erik Sahlée; Dominique Serça; Changliang Shao; Christopher Spence; Ian B Strachan; Wei Xiao; Ankur R Desai
A description of the first open-source community release of MISTRA-v9.0: a 0D/1D atmospheric boundary layer chemistry model
Geoscientific Model Development· 2022DOI J. Bock; J. Bock; J. Kaiser; M. Thomas; M. Thomas; A. Bott; R. von Glasow
Spatial and temporal variation in d13C values of methane emitted from a hemiboreal mire: methanogenesis, methanotrophy, and hysteresis
Janne Rinne, Patryk Łakomiec, Patrik Vestin, Joel D. White, Per Weslien, Julia Kelly, Natascha Kljun, Lena Ström, Leif Klemedtsson