Articles | Volume 18, issue 3 
            
                
                    
            
            
            https://doi.org/10.5194/tc-18-1443-2024
                    © 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/tc-18-1443-2024
                    © Author(s) 2024. This work is distributed under 
the Creative Commons Attribution 4.0 License.
                the Creative Commons Attribution 4.0 License.
Review article: Terrestrial dissolved organic carbon in northern permafrost
                                            Limnology/Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, Uppsala 75236, Sweden
                                        
                                    
                                            now at: Department of Earth Sciences, Vrije Universiteit, Amsterdam, the Netherlands
                                        
                                    Dolly N. Kothawala
                                            Limnology/Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, Uppsala 75236, Sweden
                                        
                                    Lars J. Tranvik
                                            Limnology/Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, Uppsala 75236, Sweden
                                        
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                                        Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2025-585, https://doi.org/10.5194/essd-2025-585, 2025
                                    Preprint under review for ESSD 
                                    Short summary
                                    Short summary
                                            
                                                This dataset includes monthly measurements of carbon dioxide and methane exchange between land, water, and the atmosphere from over 1,000 sites in Arctic and boreal regions. It combines measurements from a variety of ecosystems, including wetlands, forests, tundra, lakes, and rivers, gathered by over 260 researchers from 1984–2024. This dataset can be used to improve and reduce uncertainty in carbon budgets in order to strengthen our understanding of climate feedbacks in a warming world.
                                            
                                                This article is included in the Encyclopedia of Geosciences
                                            
                                        Liam Heffernan, Maria A. Cavaco, Maya P. Bhatia, Cristian Estop-Aragonés, Klaus-Holger Knorr, and David Olefeldt
                                    Biogeosciences, 19, 3051–3071, https://doi.org/10.5194/bg-19-3051-2022, https://doi.org/10.5194/bg-19-3051-2022, 2022
                                    Short summary
                                    Short summary
                                            
                                                Permafrost thaw in peatlands leads to waterlogged conditions, a favourable environment for microbes producing methane (CH4) and high CH4 emissions. High CH4 emissions in the initial decades following thaw are due to a vegetation community that produces suitable organic matter to fuel CH4-producing microbes, along with warm and wet conditions. High CH4 emissions after thaw persist for up to 100 years, after which environmental conditions are less favourable for microbes and high CH4 emissions.
                                            
                                                This article is included in the Encyclopedia of Geosciences
                                            
                                        Anna-Maria Virkkala, Isabel Wargowsky, Judith Vogt, McKenzie A. Kuhn, Simran Madaan, Richard O'Keefe, Tiffany Windholz, Kyle A. Arndt, Brendan M. Rogers, Jennifer D. Watts, Kelcy Kent, Mathias Göckede, David Olefeldt, Gerard Rocher-Ros, Edward A. G. Schuur, David Bastviken, Kristoffer Aalstad, Kelly Aho, Joonatan Ala-Könni, Haley Alcock, Inge Althuizen, Christopher D. Arp, Jun Asanuma, Katrin Attermeyer, Mika Aurela, Sivakiruthika Balathandayuthabani, Alan Barr, Maialen Barret, Ochirbat Batkhishig, Christina Biasi, Mats P. Björkman, Andrew Black, Elena Blanc-Betes, Pascal Bodmer, Julia Boike, Abdullah Bolek, Frédéric Bouchard, Ingeborg Bussmann, Lea Cabrol, Eleonora Canfora, Sean Carey, Karel Castro-Morales, Namyi Chae, Andres Christen, Torben R. Christensen, Casper T. Christiansen, Housen Chu, Graham Clark, Francois Clayer, Patrick Crill, Christopher Cunada, Scott J. Davidson, Joshua F. Dean, Sigrid Dengel, Matteo Detto, Catherine Dieleman, Florent Domine, Egor Dyukarev, Colin Edgar, Bo Elberling, Craig A. Emmerton, Eugenie Euskirchen, Grant Falvo, Thomas Friborg, Michelle Garneau, Mariasilvia Giamberini, Mikhail V. Glagolev, Miquel A. Gonzalez-Meler, Gustaf Granath, Jón Guðmundsson, Konsta Happonen, Yoshinobu Harazono, Lorna Harris, Josh Hashemi, Nicholas Hasson, Janna Heerah, Liam Heffernan, Manuel Helbig, Warren Helgason, Michal Heliasz, Greg Henry, Geert Hensgens, Tetsuya Hiyama, Macall Hock, David Holl, Beth Holmes, Jutta Holst, Thomas Holst, Gabriel Hould-Gosselin, Elyn Humphreys, Jacqueline Hung, Jussi Huotari, Hiroki Ikawa, Danil V. Ilyasov, Mamoru Ishikawa, Go Iwahana, Hiroki Iwata, Marcin Antoni Jackowicz-Korczynski, Joachim Jansen, Järvi Järveoja, Vincent E. J. Jassey, Rasmus Jensen, Katharina Jentzsch, Robert G. Jespersen, Carl-Fredrik Johannesson, Chersity P. Jones, Anders Jonsson, Ji Young Jung, Sari Juutinen, Evan Kane, Jan Karlsson, Sergey Karsanaev, Kuno Kasak, Julia Kelly, Kasha Kempton, Marcus Klaus, George W. Kling, Natacha Kljun, Jacqueline Knutson, Hideki Kobayashi, John Kochendorfer, Kukka-Maaria Kohonen, Pasi Kolari, Mika Korkiakoski, Aino Korrensalo, Pirkko Kortelainen, Egle Koster, Kajar Koster, Ayumi Kotani, Praveena Krishnan, Juliya Kurbatova, Lars Kutzbach, Min Jung Kwon, Ethan D. Kyzivat, Jessica Lagroix, Theodore Langhorst, Elena Lapshina, Tuula Larmola, Klaus S. Larsen, Isabelle Laurion, Justin Ledman, Hanna Lee, A. Joshua Leffler, Lance Lesack, Anders Lindroth, David Lipson, Annalea Lohila, Efrén López-Blanco, Vincent L. St. Louis, Erik Lundin, Misha Luoto, Takashi Machimura, Marta Magnani, Avni Malhotra, Marja Maljanen, Ivan Mammarella, Elisa Männistö, Luca Belelli Marchesini, Phil Marsh, Pertti J. Martkainen, Maija E. Marushchak, Mikhail Mastepanov, Alex Mavrovic, Trofim Maximov, Christina Minions, Marco Montemayor, Tomoaki Morishita, Patrick Murphy, Daniel F. Nadeau, Erin Nicholls, Mats B. Nilsson, Anastasia Niyazova, Jenni Nordén, Koffi Dodji Noumonvi, Hannu Nykanen, Walter Oechel, Anne Ojala, Tomohiro Okadera, Sujan Pal, Alexey V. Panov, Tim Papakyriakou, Dario Papale, Sang-Jong Park, Frans-Jan W. Parmentier, Gilberto Pastorello, Mike Peacock, Matthias Peichl, Roman Petrov, Kyra St. Pierre, Norbert Pirk, Jessica Plein, Vilmantas Preskienis, Anatoly Prokushkin, Jukka Pumpanen, Hilary A. Rains, Niklas Rakos, Aleski Räsänen, Helena Rautakoski, Riika Rinnan, Janne Rinne, Adrian Rocha, Nigel Roulet, Alexandre Roy, Anna Rutgersson, Aleksandr F. Sabrekov, Torsten Sachs, Erik Sahlée, Alejandro Salazar, Henrique Oliveira Sawakuchi, Christopher Schulze, Roger Seco, Armando Sepulveda-Jauregui, Svetlana Serikova, Abbey Serrone, Hanna M. Silvennoinen, Sofie Sjogersten, June Skeeter, Jo Snöälv, Sebastian Sobek, Oliver Sonnentag, Emily H. Stanley, Maria Strack, Lena Strom, Patrick Sullivan, Ryan Sullivan, Anna Sytiuk, Torbern Tagesson, Pierre Taillardat, Julie Talbot, Suzanne E. Tank, Mario Tenuta, Irina Terenteva, Frederic Thalasso, Antoine Thiboult, Halldor Thorgeirsson, Fenix Garcia Tigreros, Margaret Torn, Amy Townsend-Small, Claire Treat, Alain Tremblay, Carlo Trotta, Eeva-Stiina Tuittila, Merritt Turetsky, Masahito Ueyama, Muhammad Umair, Aki Vähä, Lona van Delden, Maarten van Hardenbroek, Andrej Varlagin, Ruth K. Varner, Elena Veretennikova, Timo Vesala, Tarmo Virtanen, Carolina Voigt, Jorien E. Vonk, Robert Wagner, Katey Walter Anthony, Qinxue Wang, Masataka Watanabe, Hailey Webb, Jeffrey M. Welker, Andreas Westergaard-Nielsen, Sebastian Westermann, Jeffrey R. White, Christian Wille, Scott N. Williamson, Scott Zolkos, Donatella Zona, and Susan M. Natali
                                        Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2025-585, https://doi.org/10.5194/essd-2025-585, 2025
                                    Preprint under review for ESSD 
                                    Short summary
                                    Short summary
                                            
                                                This dataset includes monthly measurements of carbon dioxide and methane exchange between land, water, and the atmosphere from over 1,000 sites in Arctic and boreal regions. It combines measurements from a variety of ecosystems, including wetlands, forests, tundra, lakes, and rivers, gathered by over 260 researchers from 1984–2024. This dataset can be used to improve and reduce uncertainty in carbon budgets in order to strengthen our understanding of climate feedbacks in a warming world.
                                            
                                                This article is included in the Encyclopedia of Geosciences
                                            
                                        Liam Heffernan, Maria A. Cavaco, Maya P. Bhatia, Cristian Estop-Aragonés, Klaus-Holger Knorr, and David Olefeldt
                                    Biogeosciences, 19, 3051–3071, https://doi.org/10.5194/bg-19-3051-2022, https://doi.org/10.5194/bg-19-3051-2022, 2022
                                    Short summary
                                    Short summary
                                            
                                                Permafrost thaw in peatlands leads to waterlogged conditions, a favourable environment for microbes producing methane (CH4) and high CH4 emissions. High CH4 emissions in the initial decades following thaw are due to a vegetation community that produces suitable organic matter to fuel CH4-producing microbes, along with warm and wet conditions. High CH4 emissions after thaw persist for up to 100 years, after which environmental conditions are less favourable for microbes and high CH4 emissions.
                                            
                                                This article is included in the Encyclopedia of Geosciences
                                            
                                        Cited articles
                        
                        Abbott, B. W., Jones, J. B., Godsey, S. E., Larouche, J. R., and Bowden, W. B.: Patterns and persistence of hydrologic carbon and nutrient export from collapsing upland permafrost, Biogeosciences, 12, 3725–3740, https://doi.org/10.5194/bg-12-3725-2015, 2015. 
                    
                
                        
                        Aitkenhead, J. A. and McDowell, W. H.: Soil C:N ratio as a predictor of annual riverine DOC flux at local and global scales, Global Biogeochem. Cy., 14, 127–138, https://doi.org/10.1029/1999GB900083, 2000. 
                    
                
                        
                        Amon, R. M. W., Rinehart, A. J., Duan, S., Louchouarn, P., Prokushkin, A., Guggenberger, G., Bauch, D., Stedmon, C., Raymond, P. A., Holmes, R. M., McClelland, J. W., Peterson, B. J., Walker, S. A., and Zhulidov, A. V: Dissolved organic matter sources in large Arctic rivers, Geochim. Cosmochim. Ac., 94, 217–237, https://doi.org/10.1016/j.gca.2012.07.015, 2012. 
                    
                
                        
                        Andersen, C. M. and Bro, R.: Variable selection in regression – a tutorial, J. Chemometrics, 24, 728–737, https://doi.org/10.1002/cem.1360, 2010. 
                    
                
                        
                        Andresen, C. G., Lawrence, D. M., Wilson, C. J., McGuire, A. D., Koven, C., Schaefer, K., Jafarov, E., Peng, S., Chen, X., Gouttevin, I., Burke, E., Chadburn, S., Ji, D., Chen, G., Hayes, D., and Zhang, W.: Soil moisture and hydrology projections of the permafrost region – a model intercomparison, The Cryosphere, 14, 445–459, https://doi.org/10.5194/tc-14-445-2020, 2020. 
                    
                
                        
                        Arksey, H. and O'Malley, L.: Scoping studies: Towards a methodological framework, Int. J. Soc. Res. Method., 8, 19–32, https://doi.org/10.1080/1364557032000119616, 2005. 
                    
                
                        
                        Attermeyer, K., Catalán, N., Einarsdottir, K., Freixa, A., Groeneveld, M., Hawkes, J. A., Bergquist, J., and Tranvik, L. J.: Organic Carbon Processing During Transport Through Boreal Inland Waters: Particles as Important Sites, J. Geophys. Res.-Biogeo., 123, 2412–2428, https://doi.org/10.1029/2018JG004500, 2018. 
                    
                
                        
                        Beckebanze, L., Runkle, B. R. K., Walz, J., Wille, C., Holl, D., Helbig, M., Boike, J., Sachs, T., and Kutzbach, L.: Lateral carbon export has low impact on the net ecosystem carbon balance of a polygonal tundra catchment, Biogeosciences, 19, 3863–3876, https://doi.org/10.5194/bg-19-3863-2022, 2022. 
                    
                
                        
                        Beer, J., Lee, K., Whiticar, M., and Blodau, C.: Geochemical controls on anaerobic organic matter decomposition in a northern peatland, Limnol. Oceanogr., 53, 1393–1407, https://doi.org/10.4319/lo.2008.53.4.1393, 2008. 
                    
                
                        
                        Biester, H., Knorr, K.-H., Schellekens, J., Basler, A., and Hermanns, Y.-M.: Comparison of different methods to determine the degree of peat decomposition in peat bogs, Biogeosciences, 11, 2691–2707, https://doi.org/10.5194/bg-11-2691-2014, 2014. 
                    
                
                        
                        Blodau, C.: Carbon cycling in peatlands – A review of processes and controls, Environ. Rev., 10, 111–134, https://doi.org/10.1139/a02-004, 2002. 
                    
                
                        
                        Bolan, N. S., Baskaran, S., and Thiagarajan, S.: Methods of Measurement of Dissolved Organic Carbon of Plant Origin in Soils, Manures, Sludges and Stream Water, in: Analysis of Plant Waste Materials. Modern Methods of Plant Analysis, edited by: Linskens, H. F. and Jackson, J. F., vol. 20, Springer, Berlin, Heidelberg, https://doi.org/10.1007/978-3-662-03887-1_1, 1999. 
                    
                
                        
                        Bristol, E. M., Connolly, C. T., Lorenson, T. D., Richmond, B. M., Ilgen, A. G., Choens, R. C., Bull, D. L., Kanevskiy, M., Iwahana, G., Jones, B. M., and McClelland, J. W.: Geochemistry of Coastal Permafrost and Erosion-Driven Organic Matter Fluxes to the Beaufort Sea Near Drew Point, Alaska, Front. Earth Sci. (Lausanne), 8, https://doi.org/10.3389/feart.2020.598933, 2021. 
                    
                
                        
                        Bröder, L., Hirst, C., Opfergelt, S., Thomas, M., Vonk, J. E., Haghipour, N., Eglinton, T. I., and Fouché, J.: Contrasting Export of Particulate Organic Carbon From Greenlandic Glacial and Nonglacial Streams, Geophys. Res. Lett., 49, e2022GL101210, https://doi.org/10.1029/2022GL101210, 2022. 
                    
                
                        
                        Brown, J., Ferrians Jr., O. J., Heginbottom, J. A., and Melnikov, E. S.: Circum-Arctic map of permafrost and ground ice conditions, USGS Numbered Series, 1, https://doi.org/10.7265/skbg-kf16, 1997. 
                    
                
                        
                        Bruhn, A. D., Stedmon, C. A., Comte, J., Matsuoka, A., Speetjens, N. J., Tanski, G., Vonk, J. E., and Sjöstedt, J.: Terrestrial Dissolved Organic Matter Mobilized From Eroding Permafrost Controls Microbial Community Composition and Growth in Arctic Coastal Zones, Front. Earth Sci. (Lausanne), 9, https://doi.org/10.3389/feart.2021.640580, 2021. 
                    
                
                        
                        Burd, K., Estop-Aragonés, C., Tank, S. E., and Olefeldt, D.: Lability of dissolved organic carbon from boreal peatlands: interactions between permafrost thaw, wildfire, and season, Can. J. Soil Sci., 100, 503–515, https://doi.org/10.1139/cjss-2019-0154, 2020. 
                    
                
                        
                        Camill, P.: Permafrost thaw accelerates in boreal peatlands during late-20th century climate warming, Climatic Change, 68, 135–152, https://doi.org/10.1007/s10584-005-4785-y, 2005. 
                    
                
                        
                        Chen, H., Yang, Z., Chu, R. K., Tolic, N., Liang, L., Graham, D. E., Wullschleger, S. D., and Gu, B.: Molecular Insights into Arctic Soil Organic Matter Degradation under Warming, Environ. Sci. Technol., 52, 4555–4564, https://doi.org/10.1021/acs.est.7b05469, 2018. 
                    
                
                        
                        Chong, I. G. and Jun, C. H.: Performance of some variable selection methods when multicollinearity is present, Chemo. Intel. Lab Sys., 78, 103–112, https://doi.org/10.1016/j.chemolab.2004.12.011, 2005. 
                    
                
                        
                        Dean, J. F., Meisel, O. H., Rosco, M. M., Marchesini, L. B., Garnett, M. H., Lenderink, H., van Logtestijn, R., Borges V, A., Bouillon, S., Lambert, T., Rockmann, T., Maximov, T., Petrov, R., Karsanaev, S., Aerts, R., van Huissteden, J., Vonk, J. E., and Dolman, A. J.: East Siberian Arctic inland waters emit mostly contemporary carbon, Nat. Commun., 11, 1627, https://doi.org/10.1038/s41467-020-15511-6, 2020. 
                    
                
                        
                        Drake, T. W., Wickland, K. P., Spencer, R. G. M., McKnight, D. M., and Striegl, R. G.: Ancient low-molecular-weight organic acids in permafrost fuel rapid carbon dioxide production upon thaw, P. Natl. Acad. Sci. USA, 112, 13946–13951, https://doi.org/10.1073/pnas.1511705112, 2015. 
                    
                
                        
                        Ernakovich, J. G., Lynch, L. M., Brewer, P. E., Calderon, F. J., and Wallenstein, M. D.: Redox and temperature-sensitive changes in microbial communities and soil chemistry dictate greenhouse gas loss from thawed permafrost, Biogeochemistry, 134, 183–200, https://doi.org/10.1007/s10533-017-0354-5, 2017. 
                    
                
                        
                        Estop-Aragonés, C., Olefeldt, D., Abbott, B. W., Chanton, J. P., Czimczik, C. I., Dean, J. F., Egan, J. E., Gandois, L., Garnett, M. H., Hartley, I. P., Hoyt, A., Lupascu, M., Natali, S. M., O'Donnell, J. A., Raymond, P. A., Tanentzap, A. J., Tank, S. E., Schuur, E. A. G., Turetsky, M., Anthony, K. W., Estop-Aragones, C., Olefeldt, D., Abbott, B. W., Chanton, J. P., Czimczik, C. I., Dean, J. F., Egan, J. E., Gandois, L., Garnett, M. H., Hartley, I. P., Hoyt, A., Lupascu, M., Natali, S. M., O'Donnell, J. A., Raymond, P. A., Tanentzap, A. J., Tank, S. E., Schuur, E. A. G., Turetsky, M., and Anthony, K. W.: Assessing the Potential for Mobilization of Old Soil Carbon After Permafrost Thaw: A Synthesis of 14C Measurements From the Northern Permafrost Region, Global Biogeochem. Cy., 34, e2020GB006672, https://doi.org/10.1029/2020GB006672, 2020. 
                    
                
                        
                        Ewing, S. A., Paces, J. B., O'Donnell, J. A., Jorgenson, M. T., Kanevskiy, M. Z., Aiken, G. R., Shur, Y., Harden, J. W., and Striegl, R.: Uranium isotopes and dissolved organic carbon in loess permafrost: Modeling the age of ancient ice, Geochim. Cosmochim. Ac., 152, 143–165, https://doi.org/10.1016/j.gca.2014.11.008, 2015. 
                    
                
                        
                        Fox, J. and Weisberg, S.: An R Companion to Applied Regression, Thousand Oaks CA: Sage, Second Edition, 123–173, https://doi.org/10.1016/j.stomax.2010.07.001, 2011. 
                    
                
                        
                        Fritz, M., Vonk, J. E., and Lantuit, H.: Collapsing Arctic coastlines, 7, 6–7, https://doi.org/10.1038/nclimate3188, 2017. 
                    
                
                        
                        Gentsch, N., Mikutta, R., Shibistova, O., Wild, B., Schnecker, J., Richter, A., Urich, T., Gittel, A., Šantrůčková, H., Bárta, J., Lashchinskiy, N., Mueller, C. W., Fuß, R., and Guggenberger, G.: Properties and bioavailability of particulate and mineral-associated organic matter in Arctic permafrost soils, Lower Kolyma Region, Russia, Eur. J. Soil Sci., 66, 722–734, https://doi.org/10.1111/ejss.12269, 2015. 
                    
                
                        
                        Guggenberger, G. and Zech, W.: Dissolved organic carbon control in acid forest soils of the Fichtelgebirge (Germany) as revealed by distribution patterns and structural composition analyses, Geoderma, 59, 109–129, https://doi.org/10.1016/0016-7061(93)90065-S, 1993. 
                    
                
                        
                        Guggenberger, G., Rodionov, A., Shibistova, O., Grabe, M., Kasansky, O. A., Fuchs, H., Mikheyeva, N., Zrazhevskaya, G., and Flessa, H.: Storage and mobility of black carbon in permafrost soils of the forest tundra ecotone in Northern Siberia, Glob. Change Biol., 14, 1367–1381, https://doi.org/10.1111/j.1365-2486.2008.01568.x, 2008. 
                    
                
                        
                        Guo, Z., Wang, Y., Wan, Z., Zuo, Y., He, L., Li, D., Yuan, F., Wang, N., Liu, J., Song, Y., Song, C., and Xu, X.: Soil dissolved organic carbon in terrestrial ecosystems: Global budget, spatial distribution and controls, Global Ecol. Biogeogr., 29, 2159–2175, https://doi.org/10.1111/geb.13186, 2020. 
                    
                
                        
                        Hamard, S., Robroek, B. J. M., Allard, P. M., Signarbieux, C., Zhou, S., Saesong, T., de Baaker, F., Buttler, A., Chiapusio, G., Wolfender, J. L., Bragazza, L., and Jassey, V. E. J.: Effects of Sphagnum Leachate on Competitive Sphagnum Microbiome Depend on Species and Time, Front Microbiol., 10, https://doi.org/10.3389/fmicb.2019.02042, 2019. 
                    
                
                        
                        Hansen, A. M., Kraus, T. E. C., Pellerin, B. A., Fleck, J. A., Downing, B. D., and Bergamaschi, B. A.: Optical properties of dissolved organic matter (DOM): Effects of biological and photolytic degradation, Limnol. Oceanogr., 61, 1015–1032, https://doi.org/10.1002/lno.10270, 2016. 
                    
                
                        
                        Heffernan, L., Estop-Aragonés, C., Knorr, K.-H., Talbot, J., and Olefeldt, D.: Long-term impacts of permafrost thaw on carbon storage in peatlands: deep losses offset by surficial accumulation, J. Geophys. Res.-Biogeo., 2011, e2019JG005501, https://doi.org/10.1029/2019JG005501, 2020. 
                    
                
                        
                        Heffernan, L., Kothawala, D. N., and Tranvik, L. J.: Terrestrial dissolved organic carbon in northern permafrost from 2000–2022, Dataset version 1, Bolin Centre Database [data set], https://doi.org/10.17043/heffernan-2024-doc-1, 2024. 
                    
                
                        
                        Hirst, C., Mauclet, E., Monhonval, A., Tihon, E., Ledman, J., Schuur, E. A. G., and Opfergelt, S.: Seasonal Changes in Hydrology and Permafrost Degradation Control Mineral Element-Bound DOC Transport From Permafrost Soils to Streams, Global Biogeochem. Cy., 36, e2021GB007105, https://doi.org/10.1029/2021GB007105, 2022. 
                    
                
                        
                        Holmes, R. M., McClelland, J. W., Peterson, B. J., Tank, S. E., Bulygina, E., Eglinton, T. I., Gordeev, V. V, Gurtovaya, T. Y., Raymond, P. A., Repeta, D. J., Staples, R., Striegl, R. G., Zhulidov, A. V, and Zimov, S. A.: Seasonal and Annual Fluxes of Nutrients and Organic Matter from Large Rivers to the Arctic Ocean and Surrounding Seas, Estuar. Coast., 35, 369–382, https://doi.org/10.1007/s12237-011-9386-6, 2012. 
                    
                
                        
                        Hugelius, G., Strauss, J., Zubrzycki, S., Harden, J. W., Schuur, E. A. G., Ping, C.-L., Schirrmeister, L., Grosse, G., Michaelson, G. J., Koven, C. D., O'Donnell, J. A., Elberling, B., Mishra, U., Camill, P., Yu, Z., Palmtag, J., and Kuhry, P.: Estimated stocks of circumpolar permafrost carbon with quantified uncertainty ranges and identified data gaps, Biogeosciences, 11, 6573–6593, https://doi.org/10.5194/bg-11-6573-2014, 2014. 
                    
                
                        
                        Hugelius, G., Loisel, J., Chadburn, S., Jackson, R. B., Jones, M., MacDonald, G., Marushchak, M., Olefeldt, D., Packalen, M., Siewert, M. B., Treat, C., Turetsky, M., Voigt, C., and Yu, Z.: Large stocks of peatland carbon and nitrogen are vulnerable to permafrost thaw, P. Natl. Acad. Sci. USA, 117, 20438–20446, https://doi.org/10.1073/pnas.1916387117, 2020. 
                    
                
                        
                        Hultman, J., Waldrop, M. P., Mackelprang, R., David, M. M., McFarland, J., Blazewicz, S. J., Harden, J., Turetsky, M. R., McGuire, A. D., Shah, M. B., VerBerkmoes, N. C., Lee, L. H., Mavrommatis, K., and Jansson, J. K.: Multi-omics of permafrost, active layer and thermokarst bog soil microbiomes, Nature, 521, 208–212, https://doi.org/10.1038/nature14238, 2015. 
                    
                
                        
                        Jorgenson, M. T., Shur, Y. L., and Pullman, E. R.: Abrupt increase in permafrost degradation in Arctic Alaska, Geophys. Res. Lett., 33, L02503, https://doi.org/10.1029/2005GL024960, 2006. 
                    
                
                        
                        Kalbitz, K., Solinger, S., Park, J.-H. Michalzik, B., and Matzner, E.: Controls on the dynamics of dissolved organic matter in soils: a review, Soil Sci., 165, 277–304, https://doi.org/10.1097/00010694-200004000-00001, 2000. 
                    
                
                        
                        Kane, E. S., Valentine, D. W., Michaelson, G. J., Fox, J. D., and Ping, C.-L.: Controls over pathways of carbon efflux from soils along climate and black spruce productivity gradients in interior Alaska, Soil Biol. Biochem., 38, 1438–1450, https://doi.org/10.1016/j.soilbio.2005.11.004, 2006. 
                    
                
                        
                        Kawahigashi, M., Kaiser, K., Rodionov, A., and Guggenberger, G.: Sorption of dissolved organic matter by mineral soils of the Siberian forest tundra, Glob. Change Biol., 12, 1868–1877, https://doi.org/10.1111/j.1365-2486.2006.01203.x, 2006. 
                    
                
                        
                        Kawahigashi, M., Prokushkin, A., and Sumida, H.: Effect of fire on solute release from organic horizons under larch forest in Central Siberian permafrost terrain, Geoderma, 166, 171–180, https://doi.org/10.1016/j.geoderma.2011.07.027, 2011. 
                    
                
                        
                        Keskitalo, K. H., Bröder, L., Shakil, S., Zolkos, S., Tank, S. E., van Dongen, B. E., Tesi, T., Haghipour, N., Eglinton, T. I., Kokelj, S. V., and Vonk, J. E.: Downstream Evolution of Particulate Organic Matter Composition From Permafrost Thaw Slumps, Front. Earth Sci.. (Lausanne), 9, https://doi.org/10.3389/feart.2021.642675, 2021. 
                    
                
                        
                        Lajeunesse, M. J.: On the meta-analysis of response ratios for studies with correlated and multi-group designs, Ecology, 92, 2049–2055, https://doi.org/10.1890/11-0423.1, 2011. 
                    
                
                        
                        Lajtha, K., Crow, S. E., Yano, Y., Kaushal, S. S., Sulzman, E., Sollins, P., and Spears, J. D. H.: Detrital controls on soil solution N and dissolved organic matter in soils: A field experiment, Biogeochemistry, 76, 261–281, https://doi.org/10.1007/s10533-005-5071-9, 2005. 
                    
                
                        
                        Langeveld, J., Bouwman, A. F., van Hoek, W. J., Vilmin, L., Beusen, A. H. W., Mogollón, J. M., and Middelburg, J. J.: Estimating dissolved carbon concentrations in global soils: a global database and model, SN Appl. Sci., 2, 1626, https://doi.org/10.1007/s42452-020-03290-0, 2020. 
                    
                
                        
                        Lantuit, H., Overduin, P. P., Couture, N., Wetterich, S., Aré, F., Atkinson, D., Brown, J., Cherkashov, G., Drozdov, D. S., Forbes, D. L., Graves-Gaylord, A., Grigoriev, M., Hubberten, H.-W., Jordan, J., Jorgenson, T., Ødegård, R. S., Ogorodov, S., Pollard, W. H., Rachold, V., Sedenko, S., Solomon, S., Steenhuisen, F., Streletskaya, I., and Vasiliev, A. A.: The arctic coastal dynamics database: A new classification scheme and statistics on Arctic permafrost coastlines, Estuar. Coast., 35, 383–400, https://doi.org/10.1007/s12237-010-9362-6, 2012. 
                    
                
                        
                        Lara, M. J., Nitze, I., Grosse, G., Martin, P., and David McGuire, A.: Reduced arctic tundra productivity linked with landform and climate change interactions, Sci. Rep., 8, 2345, https://doi.org/10.1038/s41598-018-20692-8, 2018. 
                    
                
                        
                        Liljedahl, A. K., Boike, J., Daanen, R. P., Fedorov, A. N., Frost, G. V., Grosse, G., Hinzman, L. D., Iijma, Y., Jorgenson, J. C., Matveyeva, N., Necsoiu, M., Raynolds, M. K., Romanovsky, V. E., Schulla, J., Tape, K. D., Walker, D. A., Wilson, C. J., Yabuki, H., and Zona, D.: Pan-Arctic ice-wedge degradation in warming permafrost and its influence on tundra hydrology, Nat. Geosci., 9, 312–318, https://doi.org/10.1038/ngeo2674, 2016. 
                    
                
                        
                        Lim, A. G., Loiko, S. V, Kuzmina, D. M., Krickov, I. V, Shirokova, L. S., Kulizhsky, S. P., Vorobyev, S. N., and Pokrovsky, O. S.: Dispersed ground ice of permafrost peatlands: Potential unaccounted carbon, nutrient and metal sources., Chemosphere, 266, 128953, https://doi.org/10.1016/j.chemosphere.2020.128953, 2021. 
                    
                
                        
                        Limpens, J., Bohlin, E., and Nilsson, M. B.: Phylogenetic or environmental control on the elemental and organo-chemical composition of Sphagnum mosses?, Plant Soil, 417, 69–85, https://doi.org/10.1007/s11104-017-3239-4, 2017. 
                    
                
                        
                        Loiko, S. V, Pokrovsky, O. S., Raudina, T. V, Lim, A., Kolesnichenko, L. G., Shirokova, L. S., Vorobyev, S. N., and Kirpotin, S. N.: Abrupt permafrost collapse enhances organic carbon, CO2, nutrient and metal release into surface waters, Chem. Geol., 471, 153–165, https://doi.org/10.1016/j.chemgeo.2017.10.002, 2017. 
                    
                
                        
                        Ma, Q., Jin, H., Yu, C., and Bense, V. F.: Dissolved organic carbon in permafrost regions: A review, Science China Earth Sciences, 62, 349–364, https://doi.org/10.1007/s11430-018-9309-6, 2019. 
                    
                
                        
                        MacDonald, E. N., Tank, S. E., Kokelj, S. V., Froese, D. G., and Hutchins, R. H. S.: Permafrost-derived dissolved organic matter composition varies across permafrost end-members in the western Canadian Arctic, Environ. Res. Lett., 16, 024036, https://doi.org/10.1088/1748-9326/abd971, 2021. 
                    
                
                        
                        Manies, K. L., Jones, M. C., Waldrop, M. P., Leewis, M. C., Fuller, C., Cornman, R. S., and Hoefke, K.: Influence of Permafrost Type and Site History on Losses of Permafrost Carbon After Thaw, J. Geophys. Res.-Biogeo., 126, e2021JG006396, https://doi.org/10.1029/2021JG006396, 2021. 
                    
                
                        
                        Marschner, B. and Bredow, A.: Temperature effects on release and ecologically relevant properties of dissolved organic carbon in sterilised and biologically active soil samples, Soil Biol. Biochem., 34, 459–466, https://doi.org/10.1016/S0038-0717(01)00203-6, 2002. 
                    
                
                        
                        McGuire, A. D., Lawrence, D. M., Koven, C., Clein, J. S., Burke, E., Chen, G., Jafarov, E., MacDougall, A. H., Marchenko, S., Nicolsky, D., Peng, S., Rinke, A., Ciais, P., Gouttevin, I., Hayes, D. J., Ji, D., Krinner, G., Moore, J. C., Romanovsky, V., Schädel, C., Schaefer, K., Schuur, E. A. G., and Zhuang, Q.: Dependence of the evolution of carbon dynamics in the northern permafrost region on the trajectory of climate change, P. Natl. Acad. Sci. USA, 115, 3882–3887, https://doi.org/10.1073/pnas.1719903115, 2018. 
                    
                
                        
                        Mehmood, T., Liland, K. H., Snipen, L., and Sæbø, S.: A review of variable selection methods in Partial Least Squares Regression, Chemometr. Intell. Lab., 118, 62–69, https://doi.org/10.1016/j.chemolab.2012.07.010, 2012. 
                    
                
                        
                        Mevik, B. H. and Wehrens, R.: The pls package: Principal component and partial least squares regression in R, J. Stat. Softw., 18, 1–23, https://doi.org/10.18637/jss.v018.i02, 2007. 
                    
                
                        
                        Miner, K. R., Turetsky, M. R., Malina, E., Bartsch, A., Tamminen, J., McGuire, A. D., Fix, A., Sweeney, C., Elder, C. D., and Miller, C. E.: Permafrost carbon emissions in a changing Arctic, Nature Reviews Earth & Environment, 3, 55–67, https://doi.org/10.1038/s43017-021-00230-3, 2022. 
                    
                
                        
                        Mohammed, A. A., Guimond, J. A., Bense, V. F., Jamieson, R. C., McKenzie, J. M., and Kurylyk, B. L.: Mobilization of subsurface carbon pools driven by permafrost thaw and reactivation of groundwater flow: a virtual experiment, Environ. Res. Lett., 17, 124036, https://doi.org/10.1088/1748-9326/ACA701, 2022. 
                    
                
                        
                        Monteux, S., Weedon, J. T., Blume-Werry, G., Gavazov, K., Jassey, V. E. J., Johansson, M., Keuper, F., Olid, C., and Dorrepaal, E.: Long-term in situ permafrost thaw effects on bacterial communities and potential aerobic respiration, ISME Journal, 12, 2129–2141, https://doi.org/10.1038/s41396-018-0176-z, 2018. 
                    
                
                        
                        Moore, T. R. and Dalva, M.: Some controls on the release of dissolved organic carbon by plant tissues and soils, Soil Sci., 166, 38–47, https://doi.org/10.1097/00010694-200101000-00007, 2001. 
                    
                
                        
                        Neff, J. C. and Hooper, D. U.: Vegetation and climate controls on potential CO2, DOC and DON production in northern latitude soils, Glob. Change Biol., 8, 872–884, https://doi.org/10.1046/j.1365-2486.2002.00517.x, 2002. 
                    
                
                        
                        Nielsen, C. S., Michelsen, A., Strobel, B. W., Wulff, K., Banyasz, I., and Elberling, B.: Correlations between substrate availability, dissolved CH4, and CH4 emissions in an arctic wetland subject to warming and plant removal, J. Geophys. Res.-Biogeo., 122, 645–660, https://doi.org/10.1002/2016JG003511, 2017. 
                    
                
                        
                        O'Donnell, J. A., Aiken, G. R., Butler, K. D., Guillemette, F., Podgorski, D. C., and Spencer, R. G. M.: DOM composition and transformation in boreal forest soils: The effects of temperature and organic-horizon decomposition state, J. Geophys. Res.-Biogeo., 121, 2727–2744, https://doi.org/10.1002/2016JG003431, 2016. 
                    
                
                        
                        Olefeldt, D. and Roulet, N. T.: Effects of permafrost and hydrology on the composition and transport of dissolved organic carbon in a subarctic peatland complex, J. Geophys. Res.-Biogeo., 117, G01005, https://doi.org/10.1029/2011JG001819, 2012. 
                    
                
                        
                        Olefeldt, D. and Roulet, N. T.: Permafrost conditions in peatlands regulate magnitude, timing, and chemical composition of catchment dissolved organic carbon export, Glob. Change Biol., 20, 3122–3136, https://doi.org/10.1111/gcb.12607, 2014. 
                    
                
                        
                        Olefeldt, D., Roulet, N. T., Bergeron, O., Crill, P., Bäckstrand, K., and Christensen, T. R.: Net carbon accumulation of a high-latitude permafrost palsa mire similar to permafrost-free peatlands, Geophys. Res. Lett., 39, L03501, https://doi.org/10.1029/2011GL050355, 2012. 
                    
                
                        
                        Olefeldt, D., Goswami, S., Grosse, G., Hayes, D., Hugelius, G., Kuhry, P., Mcguire, A. D., Romanovsky, V. E., Sannel, A. B. K., Schuur, E. A. G., and Turetsky, M. R.: Circumpolar distribution and carbon storage of thermokarst landscapes, Nat. Commun., 7, 1–11, https://doi.org/10.1038/ncomms13043, 2016. 
                    
                
                        
                        Olefeldt, D., Heffernan, L., Jones, M. C., Sannel, A. B. K., Treat, C. C., and Turetsky, M. R.: Permafrost Thaw in Northern Peatlands: Rapid Changes in Ecosystem and Landscape Functions, in: Ecosystem Collapse and Climate Change, Springer, 27–67, https://doi.org/10.1007/978-3-030-71330-0_3, 2021. 
                    
                
                        
                        Olson, D. M., Dinerstein, E., Wikramanayake, E. D., Burgess, N. D., Powell, G. V. N., Underwood, E. C., D'amico, J. A., Itoua, I., Strand, H. E., Morrison, J. C., Loucks, C. J., Allnutt, T. F., Ricketts, T. H., Kura, Y., Lamoreux, J. F., Wettengel, W. W., Hedao, P., and Kassem, K. R.: Terrestrial Ecoregions of the World: A New Map of Life on Earth: A new global map of terrestrial ecoregions provides an innovative tool for conserving biodiversity, Bioscience, 51, 933–938, https://doi.org/10.1641/0006-3568(2001)051[0933:TEOTWA]2.0.CO;2, 2001. 
                    
                
                        
                        Olsrud, M. and Christensen, T. R.: Carbon partitioning in a wet and a semiwet subarctic mire ecosystem based on in situ 14C pulse-labelling, Soil Biol. Biochem., 43, 231–239, https://doi.org/10.1016/j.soilbio.2010.09.034, 2011. 
                    
                
                        
                        Parmentier, F.-J. W., Christensen, T. R., Rysgaard, S., Bendtsen, J., Glud, R. N., Else, B., van Huissteden, J., Sachs, T., Vonk, J. E., and Sejr, M. K.: A synthesis of the arctic terrestrial and marine carbon cycles under pressure from a dwindling cryosphere, Ambio, 46, 53–69, https://doi.org/10.1007/s13280-016-0872-8, 2017. 
                    
                
                        
                        Payandi-Rolland, D., Shirokova, L. S., Nakhle, P., Tesfa, M., Abdou, A., Causserand, C., Lartiges, B., Rols, J.-L., Guerin, F., Benezeth, P., and Pokrovsky, O. S.: Aerobic release and biodegradation of dissolved organic matter from frozen peat: Effects of temperature and heterotrophic bacteria, Chem. Geol., 536, 119448, https://doi.org/10.1016/j.chemgeo.2019.119448, 2020. 
                    
                
                        
                        Peacock, M., Futter, M. N., Jutterström, S., Kothawala, D. N., Moldan, F., Stadmark, J., and Evans, C. D.: Three Decades of Changing Nutrient Stoichiometry from Source to Sea on the Swedish West Coast, Ecosystems, 25, 1809–1824, https://doi.org/10.1007/s10021-022-00798-x, 2022. 
                    
                
                        
                        Pries, C. E. H., Schuur, E. A. G., and Crummer, K. G.: Holocene Carbon Stocks and Carbon Accumulation Rates Altered in Soils Undergoing Permafrost Thaw, Ecosystems, 15, 162–173, https://doi.org/10.1007/s10021-011-9500-4, 2012. 
                    
                
                        
                        Prokushkin, A. S., Kajimoto, T., Prokushkin, S. G., McDowell, W. H., Abaimov, A. P., and Matsuura, Y.: Climatic factors influencing fluxes of dissolved organic carbon from the forest floor in a continuous-permafrost Siberian watershed, Can. J. Forest Res., 35, 2130–2140, https://doi.org/10.1139/X05-150, 2005. 
                    
                
                        
                        Prokushkin, A. S., Gavrilenko, I. V., Abaimov, A. P., Prokushkin, S. G., and Samusenko, A. V.: Dissolved organic carbon in upland forested watersheds underlain by continuous permafrost in Central Siberia, Mitig. Adapt. Strateg. Glob. Chang., 11, 223–240, https://doi.org/10.1007/s11027-006-1022-6, 2006. 
                    
                
                        
                        Prokushkin, A. S., Kawahigashi, M., and Tokareva, I. V.: Global Warming and Dissolved Organic Carbon Release from Permafrost Soils, in: Permafrost Soils, Springer, 237–250, https://doi.org/10.1007/978-3-540-69371-0_16, 2008. 
                    
                
                        
                        Pustejovsky, J. E., Chen, M., Grekov, P., and Swan, D. M.: SingleCaseES: A calculator for single-case effect size indices (Version 0.7.2), GitHub [software], https://jepusto.github.io/SingleCaseES/ (last access: 27 March 2024), 2021. 
                    
                
                        
                        Quinton, W. L., Hayashi, M., and Pietroniro, A.: Connectivity and storage functions of channel fens and flat bogs in northern basins, Hydrol. Process., 17, 3665–3684, https://doi.org/10.1002/hyp.1369, 2003. 
                    
                
                        
                        Rantanen, M., Karpechko, A., Lipponen, A., Nordling, K., Hyvärinen, O., Ruosteenoja, K., Vihma, T., and Laaksonen, A.: The Arctic has warmed four times faster than the globe since 1980, Commun. Earth Environ., 3, 168, https://doi.org/10.1038/s43247-022-00498-3, 2021. 
                    
                
                        
                        Raymond, P. A., McClelland, J. W., Holmes, R. M., Zhulidov, A. V., Mull, K., Peterson, B. J., Striegl, R. G., Aiken, G. R., and Gurtovaya, T. Y.: Flux and age of dissolved organic carbon exported to the Arctic Ocean: A carbon isotopic study of the five largest arctic rivers, Global Biogeochem. Cy., 21, GB4011, https://doi.org/10.1029/2007GB002934, 2007. 
                    
                
                        
                        R Core Team: R: A language and environment for statistical computing, Vienna, Austria, 2014, R Foundation for Statistical Computing, https://doi.org/10.1007/978-3-540-74686-7, 2015. 
                    
                
                        
                        Ripley, B., Venables, B., Bates, D. M., Hornik, K., Gebhardt, A., and Firth, D.: Package “MASS” (Version 7.3-51.4), Cran-R Project, http://www.stats.ox.ac.uk/pub/MASS4/ (last access: 12 December 2022), 2019. 
                    
                
                        
                        Schaefer, K., Lantuit, H., Romanovsky, V. E., Schuur, E. A. G., and Witt, R.: The impact of the permafrost carbon feedback on global climate, Environ. Res. Lett., 9, 085003, https://doi.org/10.1088/1748-9326/9/8/085003, 2014. 
                    
                
                        
                        Schuur, E. A. G., Bracho, R., Celis, G., Belshe, E. F., Ebert, C., Ledman, J., Mauritz, M., Pegoraro, E. F., Plaza, C., Rodenhizer, H., Romanovsky, V., Schädel, C., Schirokauer, D., Taylor, M., Vogel, J. G., and Webb, E. E.: Tundra Underlain By Thawing Permafrost Persistently Emits Carbon to the Atmosphere Over 15 Years of Measurements, J. Geophys. Res.-Biogeo., 126, e2020JG006044, https://doi.org/10.1029/2020jg006044, 2021. 
                    
                
                        
                        Schuur, E. A. G., Abbott, B. W., Commane, R., Ernakovich, J., Euskirchen, E., Hugelius, G., Grosse, G., Jones, M., Koven, C., Leshyk, V., Lawrence, D., Loranty, M. M., Mauritz, M., Olefeldt, D., Natali, S., Rodenhizer, H., Salmon, V., Schädel, C., Strauss, J., Treat, C., and Turetsky, M.: Permafrost and climate change: Carbon cycle feed-backs from the warming arctic, Annu. Rev. Environ. Resour., 47, 343–371, https://doi.org/10.1146/annurev-environ-012220-011847, 2022. 
                    
                
                        
                        Schuur, T., McGuire, A. D., Romanovsky, V., Schädel, C., and Mack, M.: Chapter 11: Arctic and Boreal Carbon. Second State of the Carbon Cycle Report, Second State of the Carbon Cycle Report (SOCCR2): A Sustained Assessment Report, 428–468, https://doi.org/10.7930/SOCCR2.2018.Ch11, 2018. 
                    
                
                        
                        Selvam, B. P., Lapierre, J.-F., Guillemette, F., Voigt, C., Lamprecht, R. E., Biasi, C., Christensen, T. R., Martikainen, P. J., and Berggren, M.: Degradation potentials of dissolved organic carbon (DOC) from thawed permafrost peat, Sci. Rep., 7, 45811, https://doi.org/10.1038/srep45811, 2017. 
                    
                
                        
                        Semenchuk, P. R., Elberling, B., Amtorp, C., Winkler, J., Rumpf, S., Michelsen, A., and Cooper, E. J.: Deeper snow alters soil nutrient availability and leaf nutrient status in high Arctic tundra, Biogeochemistry, 124, 81–94, https://doi.org/10.1007/s10533-015-0082-7, 2015. 
                    
                
                        
                        Shakil, S., Tank, S. E., Kokelj, S. V., Vonk, J. E., and Zolkos, S.: Particulate dominance of organic carbon mobilization from thaw slumps on the Peel Plateau, NT: Quantification and implications for stream systems and permafrost carbon release, Environ. Res. Lett., 15, 114019, https://doi.org/10.1088/1748-9326/abac36, 2020. 
                    
                
                        
                        Sobek, S., Tranvik, L. J., Prairie, Y. T., Kortelainen, P., and Cole, J. J.: Patterns and regulation of dissolved organic carbon: An analysis of 7,500 widely distributed lakes, Limnol. Oceanogr., 52, 1208–1219, https://doi.org/10.4319/lo.2007.52.3.1208, 2007. 
                    
                
                        
                        Speetjens, N. J., Tanski, G., Martin, V., Wagner, J., Richter, A., Hugelius, G., Boucher, C., Lodi, R., Knoblauch, C., Koch, B. P., Wünsch, U., Lantuit, H., and Vonk, J. E.: Dissolved organic matter characterization in soils and streams in a small coastal low-Arctic catchment, Biogeosciences, 19, 3073–3097, https://doi.org/10.5194/bg-19-3073-2022, 2022. 
                    
                
                        
                        Stolpmann, L., Coch, C., Morgenstern, A., Boike, J., Fritz, M., Herzschuh, U., Stoof-Leichsenring, K., Dvornikov, Y., Heim, B., Lenz, J., Larsen, A., Walter Anthony, K., Jones, B., Frey, K., and Grosse, G.: First pan-Arctic assessment of dissolved organic carbon in lakes of the permafrost region, Biogeosciences, 18, 3917–3936, https://doi.org/10.5194/bg-18-3917-2021, 2021. 
                    
                
                        
                        Strauss, J., Laboor, S., Schirrmeister, L., Fedorov, A. N., Fortier, D., Froese, D., Fuchs, M., Günther, F., Grigoriev, M., Harden, J., Hugelius, G., Jongejans, L. L., Kanevskiy, M., Kholodov, A., Kunitsky, V., Kraev, G., Lozhkin, A., Rivkina, E., Shur, Y., Siegert, C., Spektor, V., Streletskaya, I., Ulrich, M., Vartanyan, S., Veremeeva, A., Anthony, K. W., Wetterich, S., Zimov, N., and Grosse, G.: Circum-Arctic Map of the Yedoma Permafrost Domain, Front. Earth Sci. (Lausanne), 9, https://doi.org/10.3389/feart.2021.758360, 2021. 
                    
                
                        
                        Stutter, M. I. and Billett, M. F.: Biogeochemical controls on streamwater and soil solution chemistry in a High Arctic environment, Geoderma, 113, 127–146, https://doi.org/10.1016/S0016-7061(02)00335-X, 2003. 
                    
                
                        
                        Tank, S. E., Frey, K. E., Striegl, R. G., Raymond, P. A., Holmes, R. M., McClelland, J. W., and Peterson, B. J.: Landscape-level controls on dissolved carbon flux from diverse catchments of the circumboreal, Global Biogeochem. Cy., 26, GB0E02, https://doi.org/10.1029/2012GB004299, 2012. 
                    
                
                        
                        Tanski, G., Lantuit, H., Ruttor, S., Knoblauch, C., Radosavljevic, B., Strauss, J., Wolter, J., Irrgang, A. M., Ramage, J., and Fritz, M.: Transformation of terrestrial organic matter along thermokarst-affected permafrost coasts in the Arctic, Sci. Total Environ., 581–582, 434–447, https://doi.org/10.1016/j.scitotenv.2016.12.152, 2017. 
                    
                
                        
                        Tanski, G., Wagner, D., Knoblauch, C., Fritz, M., Sachs, T., and Lantuit, H.: Rapid CO2 Release From Eroding Permafrost in Seawater, Geophys. Res. Lett., 46, 11244–11252, https://doi.org/10.1029/2019GL084303, 2019. 
                    
                
                        
                        Tanski, G., Bröder, L., Wagner, D., Knoblauch, C., Lantuit, H., Beer, C., Sachs, T., Fritz, M., Tesi, T., Koch, B. P., Haghipour, N., Eglinton, T. I., Strauss, J., and Vonk, J. E.: Permafrost Carbon and CO2 Pathways Differ at Contrasting Coastal Erosion Sites in the Canadian Arctic, Front. Earth Sci. (Lausanne), 9, https://doi.org/10.3389/feart.2021.630493, 2021. 
                    
                
                        
                        Textor, S. R., Wickland, K. P., Podgorski, D. C., Johnston, S. E., and Spencer, R. G. M.: Dissolved Organic Carbon Turnover in Permafrost-Influenced Watersheds of Interior Alaska: Molecular Insights and the Priming Effect, Front. Earth Sci. (Lausanne), 7, https://doi.org/10.3389/feart.2019.00275, 2019. 
                    
                
                        
                        Tfaily, M. M., Hamdan, R., Corbett, J. E., Chanton, J. P., Glaser, P. H., and Cooper, W. T.: Investigating dissolved organic matter decomposition in northern peatlands using complimentary analytical techniques, Geochim. Cosmochim. Ac., 112, 116–129, https://doi.org/10.1016/j.gca.2013.03.002, 2013. 
                    
                
                        
                        Thurman, E. M.: Organic geochemistry of natural waters, Springer Science & Business Media, 2, 1985. 
                    
                
                        
                        Treat, C. C. and Jones, M. C.: Near-surface permafrost aggradation in Northern Hemisphere peatlands shows regional and global trends during the past 6000 years, Holocene, 28, https://doi.org/10.1177/0959683617752858, 2018. 
                    
                
                        
                        Treat, C. C., Jones, M. C., Camill, P., Gallego-Sala, A., Garneau, M., Harden, J. W., Hugelius, G., Klein, E. S., Kokfelt, U., Kuhry, P., Loisel, J., Mathijssen, P. J. H., O'Donnell, J. A., Oksanen, P. O., Ronkainen, T. M., Sannel, A. B. K., Talbot, J., Tarnocai, C., and Väliranta, M.: Effects of permafrost aggradation on peat properties as determined from a pan-Arctic synthesis of plant macrofossils, J. Geophys. Res.-Biogeo., 121, 78–94, https://doi.org/10.1002/2015JG003061, 2016. 
                    
                
                        
                        Trusiak, A., Treibergs, L. A., Kling, G. W., and Cory, R. M.: The role of iron and reactive oxygen species in the production of CO2 in arctic soil waters, Geochim. Cosmochim. Ac., 224, 80–95, https://doi.org/10.1016/j.gca.2017.12.022, 2018. 
                    
                
                        
                        Turetsky, M. R., Abbott, B. W., Jones, M. C., Anthony, K. W., Olefeldt, D., Schuur, E. A. G., Grosse, G., Kuhry, P., Hugelius, G., Koven, C., Lawrence, D. M., Gibson, C., Sannel, A. B. K., and McGuire, A. D.: Carbon release through abrupt permafrost thaw, Nat. Geosci., 13, 138–143, https://doi.org/10.1038/s41561-019-0526-0, 2020. 
                    
                
                        
                        USDA: Soil Taxonomy: A Basic System of Soil Classification for Making and Interpreting Soil Surveys, 2nd edn., ISBN-10 0160608295, ISBN-13 978-0160608292, 1999. 
                    
                
                        
                        Varner, R. K., Crill, P. M., Frolking, S., McCalley, C. K., Burke, S. A., Chanton, J. P., Holmes, M. E., Saleska, S., and Palace, M. W.: Permafrost thaw driven changes in hydrology and vegetation cover increase trace gas emissions and climate forcing in Stordalen Mire from 1970 to 2014, Philos. T. Roy. Soc. A, 380, https://doi.org/10.1098/rsta.2021.0022, 2022. 
                    
                
                        
                        Vonk, J. E. and Gustafsson, Ö.: Permafrost-carbon complexities, Nat. Geosci., 6, 675–676, https://doi.org/10.1038/ngeo1937, 2013. 
                    
                
                        
                        Vonk, J. E., Mann, P. J., Davydov, S., Davydova, A., Spencer, R. G. M., Schade, J., Sobczak, W. V, Zimov, N., Zimov, S., Bulygina, E., Eglinton, T. I., and Holmes, R. M.: High biolability of ancient permafrost carbon upon thaw, Geophys. Res. Lett., 40, 2689–2693, https://doi.org/10.1002/grl.50348, 2013. 
                    
                
                        
                        Vonk, J. E., Tank, S. E., Mann, P. J., Spencer, R. G. M., Treat, C. C., Striegl, R. G., Abbott, B. W., and Wickland, K. P.: Biodegradability of dissolved organic carbon in permafrost soils and aquatic systems: a meta-analysis, Biogeosciences, 12, 6915–6930, https://doi.org/10.5194/bg-12-6915-2015, 2015. 
                    
                
                        
                        Wang, C., Wang, Z., Kong, Y., Zhang, F., Yang, K., and Zhang, T.: Most of the Northern Hemisphere Permafrost Remains under Climate Change, Sci. Rep., 9, 3295, https://doi.org/10.1038/s41598-019-39942-4, 2019. 
                    
                
                        
                        Weishaar, J. L., Aiken, G. R., Bergamaschi, B. A., Fram, M. S., Fujii, R., and Mopper, K.: Evaluation of specific ultraviolet absorbance as an indicator of the chemical composition and reactivity of dissolved organic carbon, Environ. Sci. Technol., 37, 4702–4708, https://doi.org/10.1021/es030360x, 2003. 
                    
                
                        
                        Weyhenmeyer, G. A., Fröberg, M., Karltun, E., Khalili, M., Kothawala, D., Temnerud, J., and Tranvik, L. J.: Selective decay of terrestrial organic carbon during transport from land to sea, Glob. Change Biol., 18, 349–355, https://doi.org/10.1111/j.1365-2486.2011.02544.x, 2012. 
                    
                
                        
                        Wickland, K. P., Neff, J. C., and Aiken, G. R.: Dissolved organic carbon in Alaskan boreal forest: Sources, chemical characteristics, and biodegradability, Ecosystems, 10, 1323–1340, https://doi.org/10.1007/s10021-007-9101-4, 2007. 
                    
                
                        
                        Wickland, K. P., Waldrop, M. P., Aiken, G. R., Koch, J. C., Jorgenson, Mt., and Striegl, R. G.: Dissolved organic carbon and nitrogen release from boreal Holocene permafrost and seasonally frozen soils of Alaska, Environ. Res. Lett., 13, 065011, https://doi.org/10.1088/1748-9326/aac4ad, 2018.  
                    
                
                        
                        Wild, B., Schnecker, J., Bárta, J., Čapek, P., Guggenberger, G., Hofhansl, F., Kaiser, C., Lashchinsky, N., Mikutta, R., Mooshammer, M., Šantrůčková, H., Shibistova, O., Urich, T., Zimov, S. A., and Richter, A.: Nitrogen dynamics in Turbic Cryosols from Siberia and Greenland, Soil Biol. Biochem., 67, 85–93, https://doi.org/10.1016/j.soilbio.2013.08.004, 2013. 
                    
                
                        
                        Wild, B., Gentsch, N., Capek, P., Diáková, K., Alves, R. J. E., Bárta, J., Gittel, A., Hugelius, G., Knoltsch, A., Kuhry, P., Lashchinskiy, N., Mikutta, R., Palmtag, J., Schleper, C., Schnecker, J., Shibistova, O., Takriti, M., Torsvik, V. L., Urich, T., Watzka, M., Šantrůčková, H., Guggenberger, G., and Richter, A.: Plant-derived compounds stimulate the decomposition of organic matter in arctic permafrost soils, Sci. Rep., 6, 25607, https://doi.org/10.1038/srep25607, 2016. 
                    
                
                        
                        Wild, B., Andersson, A., Broder, L., Vonk, J., Hugelius, G., McClelland, J. W., Song, W., Raymond, P. A., and Gustafsson, O.: Rivers across the Siberian Arctic unearth the patterns of carbon release from thawing permafrost, P. Natl. Acad. Sci. USA, 116, 10280–10285, https://doi.org/10.1073/pnas.1811797116, 2019. 
                    
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Short summary
            The northern permafrost region stores half the world's soil carbon. As the region warms, permafrost thaws and releases dissolved organic carbon, which leads to decomposition of this carbon pool or export into aquatic ecosystems. In this study we developed a new database of 2276 dissolved organic carbon concentrations in eight different ecosystems from 111 studies published over 22 years. This study highlights that coastal areas may play an important role in future high-latitude carbon cycling.
            The northern permafrost region stores half the world's soil carbon. As the region warms,...
            
         
 
                        
                                         
             
             
            