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ESRIN","doi-asserted-by":"publisher","award":["4000137895\/22\/I-AG"],"award-info":[{"award-number":["4000137895\/22\/I-AG"]}],"id":[{"id":"10.13039\/501100000844","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000844","name":"Agency ESRIN","doi-asserted-by":"publisher","award":["AO\/1-10901\/21\/I-DT"],"award-info":[{"award-number":["AO\/1-10901\/21\/I-DT"]}],"id":[{"id":"10.13039\/501100000844","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Drivers of natural high-latitude biogenic methane fluxes were studied by combining atmospheric inversion modelling results of methane fluxes (CTE-CH4 model) with datasets on permafrost (ESA Permafrost CCI), climate (K\u00f6ppen\u2013Geiger classes) and wetland classes (BAWLD) and seasonality of soil freezing (ESA SMOS F\/T) for the years 2011\u20132019. The highest emissions were found in the southern parts of the study region, while areas with continuous permafrost, tundra climate, and tundra wetlands had the lowest emissions. The magnitude of the methane flux per wetland area followed the order of permafrost zones excluding non-permafrost, continuous permafrost having the smallest flux and sporadic the largest. Fens had higher fluxes than bogs in the thaw period, but bogs had higher fluxes in the colder seasons. The freezing period when the soil status is between complete thaw and frozen contributed to annual emissions more in the warmest regions studied than in other regions. In the coldest areas, freezing period fluxes were lower and closer to wintertime values than elsewhere. Emissions during freezing periods were smaller than those during winter periods, but were of comparable magnitude in warm regions. The contribution of the thaw period to the total annual emission varied from 86% in warmest areas to 97% in the coldest areas, suggesting that the longest winter periods did not contribute significantly to the annual budget.<\/jats:p>","DOI":"10.3390\/rs15245719","type":"journal-article","created":{"date-parts":[[2023,12,13]],"date-time":"2023-12-13T12:00:37Z","timestamp":1702468837000},"page":"5719","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Environmental and Seasonal Variability of High Latitude Methane Emissions Based on Earth Observation Data and Atmospheric Inverse Modelling"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-0600-5940","authenticated-orcid":false,"given":"Anttoni","family":"Erkkil\u00e4","sequence":"first","affiliation":[{"name":"Climate System Research, Finnish Meteorological Institut, 00560 Helsinki, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5867-6295","authenticated-orcid":false,"given":"Maria","family":"Tenkanen","sequence":"additional","affiliation":[{"name":"Climate System Research, Finnish Meteorological Institut, 00560 Helsinki, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9197-3005","authenticated-orcid":false,"given":"Aki","family":"Tsuruta","sequence":"additional","affiliation":[{"name":"Climate System Research, Finnish Meteorological Institut, 00560 Helsinki, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0321-578X","authenticated-orcid":false,"given":"Kimmo","family":"Rautiainen","sequence":"additional","affiliation":[{"name":"Earth Observation Research, Finnish Meteorological Institut, 00560 Helsinki, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3264-7947","authenticated-orcid":false,"given":"Tuula","family":"Aalto","sequence":"additional","affiliation":[{"name":"Climate System Research, Finnish Meteorological Institut, 00560 Helsinki, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2023,12,13]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"1561","DOI":"10.5194\/essd-12-1561-2020","article-title":"The global methane budget 2000\u20132017","volume":"12","author":"Saunois","year":"2020","journal-title":"Earth Syst. 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