Quantifying methane emissions from Arctic shelf seas is one of the most poorly studied issues of global greenhouse gas budget, largely due to the sparse observational network at high latitudes. This paper presents the results of continuous shipborne measurements of near-surface CH4 and CO2 concentrations in Kara and Barents Seas during the 93rd cruise of the scientific research vessel Akademik Mstislav Keldysh (8 November – 7 December 2023). For episodes of high methane mixing ratios (> 2050 ppb), backward trajectories of air masses were calculated, and in situ data were compared with simulations using the regional WRF-Chem model. This approach enabled spatial localization of emission sources and assessment of methane fluxes at water – atmosphere interface. The highest emissions, with median and peak values of 55.5 and 363 μg/(m2 h), respectively, and a near-surface concentration of up to 2118 ppb, were found in southwestern Kara Sea (Baydaratskaya Bay), in good qualitative agreement with floating chamber flux measurements (86.4 and 483 μg/(m2 h)). These values are comparable to or exceed wintertime methane fluxes from tundra and wetland ecosystems in Western Siberia (40–270 μg/(m2 h)), thus pointing out to the potentially significant contribution of shelf emissions to regional atmospheric methane budget. The proposed approach for retrieving fluxes from near-surface concentration data can be applied to regionalization of point measurements and refining flux estimates in other Arctic areas where observational data are limited.
atmospheric composition, shipborne measurements, Arctic, methane emission, backward trajectory, model simulation, numerical assessment
1. Canadell J.G., Monteiro P.M.S., Costa M.H., Cotrim da Cunha L., Cox P.M., Eliseev A.V., Henson S., Ishii M., Jaccard S., Koven C., Lohila A., Patra P.K., Piao S., Rogelj J., Syampungani S., Zaehle S., Zickfeld K. Global carbon and other biogeochemical cycles and feedbacks // Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change / V. Masson-Delmotte, P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, B. Zhou (eds.). Cambridge, United Kingdom; New York, USA: Cambridge University Press, 2021. P. 673–816. DOI: 10.1017/9781009157896.007.
2. Anisimov O. Potential feedback of thawing permafrost to the global climate system through methane emission // Environ. Res. Lett. 2007. N 2. DOI: 10.1088/17489326/2/4/045016.
3. Christensen T.R., Ekberg A., Strom L., Mastepanov M., Panikov N., Mats O., Svensson B.H., Nykanen H., Martikainen P.J., Oskarsson H. Factors controlling large scale variations in methane emissions from wetlands // Geophys. Res. Lett. 2003. V. 30, N 7. DOI: 10.1029/2002GL016848.
4. Christensen T.R., Johansson T.R., Akerman H.J., Mastepanov M., Malmer N., Friborg T., Crill P., Svensson B.H. Thawing subarctic permafrost: Effects on vegetation and methane emissions // Geophys. Res. Lett. 2004. P. L04501. DOI: 10.1029/2003GL018680.
5. Friborg T., Soegaard H., Christensen T.R., Lloyd C.R., Panikov N.S. Siberian wetlands: Where a sink is a source // Geophys. Res. Lett. 2003. V. 30, N 21. P. 2129–2132. DOI: 10.1029/2003GL017797.
6. Walter K.M., Edwards M.E., Grosse G., Zimov S.A., Chapin F.S. Thermokarst lakes as a source of atmospheric CH4 during the last deglaciation // Science. 2007. N 5850. Р. 633–636. DOI: 10.1126/science.1142924.
7. Kallistova A.Yu., Savvichev A.S., Rusanov I.I., Pimenov N.V. Termokarstovye ozera – ekosistemy s intensivnymi mikrobnymi protsessami tsikla metana // Mikrobiologiya. 2019. V. 88, N 6. P. 631–644
8. Romanovskii N.N., Hubberten H.-W., Gavrilov A.V., Tumskoy V.E., Kholodov A.L. Permafrost of the east Siberian Arctic shelf and coastal lowlands // Quat. Sci. Rev. 2004. V. 23. P. 1359–1369. DOI: 10.1016/j.quascirev.2003.12.014.
9. Solov'ev V.A., Ginzburg G.D., Telepnev E.V., Mikhalyuk Yu.N. Kriogeotermiya i gidraty prirodnogo gaza v nedrakh Severnogo Ledovitogo okeana. L.: Sevmorgeologiya, 1987. 150 p.
10. Sergienko V.I., Lobkovskii L.I., Semiletov I.P., Dudarev O.V., Dmitrevskii N.N., Shakhova N.E., Romanovskii N.N., Kosmach D.A., Nikol'skii D.N., Nikiforov S.L., Salomatin A.S., Anan'ev R.A., Roslyakov A.G., Salyuk A.N., Karnaukh V.V., Chernykh D.B., Tumskoi V.E., Yusupov V.I., Kurilenko A.V., Chuvilin E.M., Bukhanov B.A. Degradatsiya podvodnoi merzloty i razrushenie gidratov shel'fa morei Vostochnoi Arktiki kak vozmozhnaya prichina «metanovoi katastrofy»: nekotorye rezul'taty kompleksnykh issledovanii 2011 year // Dokl. RAN. 2012. V. 446, N 3. P. 330–335.
11. Shakhova N.E., Sergienko V.I., Semiletov I.P. Vklad Vostochno-Sibirskogo shel'fa v sovremennyi tsikl metana // Vestn. RAN. 2009. V. 79, N 6. P. 507–518.
12. Winderlich J., Gerbig C., Kolle O., Heimann M. Inferences from CO2 and CH4 concentration profiles at the Zotino Tall Tower Observatory (ZOTTO) on regional summertime ecosystem fluxes // Biogeosciences. 2014. V. 11. P. 2055–2068. DOI: 10.5194/bg-11-2055-2014.
13. Rößger N., Sachs T., Wille C., Boike J., Kutzbach L. Seasonal increase of methane emissions linked to warming in Siberian tundra // Nat. Clim. Chang. 2022. V. 12. P. 1031–1036. DOI: 10.1038/s41558-022-01512-4.
14. Peng S., Lin X., Thompson R.L., Xi Y., Liu G., Hauglustaine D., Lan X., Poulter B., Ramonet M., Saunois M., Yin Y., Zhang Z., Zheng B., Ciais P. Wetland emission and atmospheric sink changes explain methane growth in 2020 // Nature. 2022. V. 612. P. 477–482. DOI: 10.1038/s41586-022-05447-w.
15. Anisimov O., Zimov S. Thawing permafrost and methane emission in Siberia: Synthesis of observations, reanalysis, and predictive modeling // Ambio. 2021. V. 50. P. 2050–2059. DOI: 10.1007/s13280-020-01392-y.
16. Eliseev A.V., Malakhova V.V., Arzhanov M.M., Golubeva E.N., Denisov S.N., Mokhov I.I. Izmenenie granits mnogoletnemerzlogo sloya i zony stabil'nosti gidratov metana na arkticheskom shel'fe Evrazii v 1950–2100 years // Dokl. RAN. 2015. V. 465, N 5. P. 598–603. DOI: 10.7868/S0869565215350170.
17. Anisimov O.A., Kokorev V.A. Sravnitel'nyi analiz nazemnykh, morskikh i sputnikovykh izmerenii metana v nizhnei atmosfere rossiiskoi chasti Arktiki v usloviyakh izmeneniya klimata // Issled. Zemli iz kosmosa. 2015. N 2. P. 1–14.
18. Thornton B.F., Geibel M.C., Crill P.M., Humborg C., Mörth C.-M. Methane fluxes from the sea to the atmosphere across the Siberian shelf seas // Geophys. Res. Lett. 2016. V. 43. P. 5869–5877. DOI: 10.1002/2016GL068977.
19. Shakhova N., Semiletov I., Salyuk A., Yusupov V., Kosmach D., Gustafsson Ö. Extensive methane venting to the atmosphere from sediments of the East Siberian Arctic shelf // Science. 2010. V. 327. P. 1246–1250. DOI: 10.1126/science.1182221.
20. Pankratova N., Skorokhod A., Belikov I., Belousov V., Muravya V., Flint M.V., Elansky N., Rakitin V., Shtabkin Yu., Berezina E. Ship-borne observations of atmospheric CH4 and d13C isotope signature in methane over Arctic Seas in summer and autumn 2021 // Atmosphere. 2022. V. 13, N 3. P. 1–13. DOI: 10.3390/atmos13030458.
21. Weber T., Wiseman N., Kock A. Global ocean methane emissions dominated by shallow coastal waters // Nat. Commun. 2019. V. 10. P. 4584. DOI: 10.1038/s41467-019-12541-7.
22. Workman E., Fisher R.E., France J.L., Linse K., Yang M., Bell T., Dong Y., Jones A.E. Methane emissions from seabed to atmosphere in polar oceans revealed by direct methane flux measurements // J. Geophys. Res.: Atmos. 2024. V. 129. DOI: 10.1029/2023JD040632.
23. Malakhova V.V., Kraineva M.V. Chuvstvitel'nost' modeli emissii metana s akvatorii morei arkticheskogo shel'fa k parametrizatsii protsessa gazoobmena // Optika atmosf. i okeana. 2024. V. 37, N 6. P. 519–524. DOI: 10.15372/AOO20240611; Malakhova V.V., Kraineva M.V. Sensitivity of the model of methane emission from Arctic shelf seas to gas exchange parameterization // Atmos. Ocean. Opt. 2024. V. 37, N 5. P. 698–705.
24. Pankratova N.V., Belikov I.B., Belousov V.A., Skorokhod A.I., Vasil'eva A.V., Kravchishina M.D., Shtabkin Yu.A., Moiseenko K.B. Izmenchivost' kontsentratsii metana v atmosfere Arktiki po dannym sudovykh izmerenii v 2023 year // Изв. РАН. Физ. атмосф. и океана. 2025. V. 61, N 6. P. 117–134.
25. Kravchishina M.D., Klyuvitkin A.A., Novigatskii A.N., Matul' A.G., Ivanov V.V., Pestunov D.A., Shtabkin Yu.A., Baranov B.V., Galkin S.V., Ambrosimov A.K., Kozina N.V., Luk'yanova O.N., Nemirovskaya I.A. 93-i reis NIS «Akademik Mstislav Keldysh»: geosistemy Zapadno-Arkticheskogo shel'fa Evrazii v sezon aktivnogo razvitiya osenne-zimnei konvektsii i polyarnoi nochi // Okeanologiya. 2024. V. 64, N 4. P. 731–734. DOI: 10.31857/S0030157424040173.
26. Skorokhod A.I., Pankratova N.V., Belikov I.B., Tompson R.L., Novigatskii A.N., Golitsyn G.S. Atmosfernyi metan i ego izotopnyi sostav nad moryami rossiiskoi Arktiki po rezul'tatam sudovykh izmerenii letom i osen'yu 2015 year // Dokl. RAN. 2016. V. 470, N 5. P. 1–5. DOI: 10.7868/S0869565216290247.
27. Erkkilä K.-M., Ojala A., Bastviken D., Biermann T., Heiskanen J., Lindroth A., Peltola O., Rantakari M., Vesala T., Mammarella I. Methane and carbon dioxide fluxes over a lake: Comparison between eddy covariance, floating chambers and boundary layer method // Biogeosci. 2017. V. 15, N 2. P. 429–445. DOI: 10.5194/BG-15-429-2018.
28. Pestunov D.A., Shamrin A.M., Shmargunov V.P., Panchenko M.V. Gas-analytic measurement complexes of Baikal atmospheric-limnological observatory // Proc. SPIE. 2015. N 9680. DOI: 10.1117/12.2205538.
29. Pestunov D.A., Domysheva V.M., Shamrin A.M., Sakirko M.V., Panchenko M.V. Potoki ugleroda v protsesse gazoobmena SO2 i SN4 v sisteme «atmosfera – vodnaya sreda» pribrezhnoi zony Baikala // Fundamental'naya i prikladnaya klimatologiya. 2024. V. 10, N 3. P. 399–412. DOI: 10.21513/2410-8758-2024-3-399-412.
30. Beck V., Koch T., Kretschmer R., Marshall J., Ahmadov R., Gerbig C., Pillai D., Heimann M. The WRF Greenhouse GasnModel (WRF-GHG). Technical Report N 25. Jena: Max Planck Institute for Biogeochemistry, 2011. 195 p.
31. Skamarock W.C., Klemp J.B., Dudhia J., Gill D.O., Liu Z., Berner J., Wang W., Powers J.G., Duda M.G., Barker D.M., Huang X.-Y. A Description of the Advanced Research WRF Model Version 4.1. National Center for Atmospheric Research. 2019. DOI: 10.5065/1DFH-6P97.
32. Kumar R., Pfister G., Drews C., Honomichl S., Attilo G.D. The WRF-Model coupled with Chemistry (WRF-Chem) Forecast Output over CONUS. NSF National Center for Atmospheric Research. 2021. DOI: 10.5065/7J5P-MC95.
33. Gettelman A., Mills M.J., Kinnison D.E., Garcia R.R., Smith A.K., Marsh D.R., Tilmes S., Vitt F.M., Bardeen C.G., McInerny J., Liu H.-L., Solomon S.C., Polvani L.M., Emmons L.K., Lamarque J.-F., Richter J.H., Glanville A.S., Bacmeister J.T., Phillips A.S., Randel W.J. The whole atmosphere community climate model version 6 (WACCM6) // J. Geophys. Res.: Atmos. 2019. V. 124. P. 12380–12403. DOI: 10.1029/2019JD030943.
34. Crippa M., Guizzardi D., Pagani F., Banja M., Muntean M., Schaaf E., Monforti-Ferrario F., Becker W., Quadrelli R., Risquez Martin A., Taghavi-Moharamli P., Köykkä J., Grassi G., Rossi S., Brandao de Melo J., Oom D., Branco A., San-Miguel J., Manca G., Pisoni E., Vignati E., Pekar F. GHG emissions of all world countries. Luxembourg: Publications Office of the European Union, 2024. DOI: 10.2760/4002897, JRC138862.
35. Bloom A.A., Bowman K.W., Lee M., Turner A.J., Schroeder R., Worden J.R., Weidner R., McDonald K.C., Jacob D.J. A global wetland methane emissions and uncertainty dataset for atmospheric chemical transport models (WetCHARTs version 1.0) // Geosci. Model Development. 2017. V. 10. P. 2141–2156. DOI: 10.5194/gmd-10-2141-2017.
36. Moiseenko K.B., Shtabkin Yu.A., Vasileva A.V., Skorokhod A.I., Fedorova E.I. Regional'nye istochniki i sezonnyi tsikl metana v tsentral'noi Sibiri i Arktike: nablyudeniya i chislennye eksperimenty // Optika atmosf. i okeana. 2023. V. 36, N 10. P. 822–833. DOI: 10.15372/AOO20231006; Moiseenko K.B., Shtabkin Yu.A., Vasileva A.V., Skorokhod A.I., Fedorova E.I. Regional sources and CH4 seasonal cycle in Central Siberia and the Arctic: Observations and numerical calculations // Atmos. Ocean. Opt. 2024. V. 37, N 1. P. 82–93.
37. Glagolev M.V., Kleptsova I.E., Kazantsev V.S., Filippov I.V., Maksyutov Sh.Sh. Emissii metana iz bolotnykh landshaftov tundry Zapadnoi Sibiri // Vestn. TGPU. 2010. Iss. 3, N 93. P. 78–86.
38. Vasileva A.V., Moiseenko K.B., Mayer J.-C., Jürgens N., Panov A., Heimann M., Andreae M.O. Assessment of the regional atmospheric impact of wildfire emissions based on CO observations at the ZOTTO tall tower station in central Siberia // J. Geophys. Res. 2011. V. 116, N D07301. DOI: 10.1029/2010JD014571.
39. Portnov A., Smith A.J., Mienert J., Cherkashov G., Rekant P., Semenov P., Serov P., Vanshtein B. Offshore permafrost decay and massive seabed methane escape in water depths > 20 m at the South Kara Sea shelf // Geophys. Res. Lett. 2013. V. 40. P. 3962–3967. DOI: 10.1002/grl.50735.
40. Portnov A., Mienert J., Serov P. Modeling the evolution of climate-sensitive Arctic subsea permafrost in regions of extensive gas expulsion at the West Yamal shelf // J. Geophys. Res.: Biogeosci. 2014. V. 119. P. 2082–2094. DOI: 10.1002/2014JG002685.