Attributing surface temperature difference between a northern mire and forest to their biophysical properties | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Article Attributing surface temperature difference between a northern mire and forest to their biophysical properties Erkka Rinne, Juha-Pekka Tuovinen, Maiju Linkosalmi, Juuso Rainne, and 2 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-9619402/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract Peatland restoration aims to recover the natural carbon sink and storage functions of a mire, but it also leads to changes in the ecosystems’ biophysical surface properties and, consequently, to their local climate. Quantifying how variation in surface properties between pristine mires and forests contribute to the differences in their land surface temperature (LST) is important to understanding the potential biophysical effects of peatland restoration. We attributed the difference in LST between a boreal mire and forest to the differences in their biophysical properties: albedo, energy storage, aerodynamic resistance and bulk surface resistance to evapotranspiration. We propose a novel modification to a widely used attribution methodology, resulting in substantially improved model accuracy. The results indicate important differences from previous comparisons between low-vegetation and forest ecosystems. In the northern boreal zone, the higher mire albedo during the snow-covered period had a substantial impact on the LST difference. While the reduced turbulent mixing over an open mire has a strong daytime warming contribution during the growing season, the higher evaporation potential of the mire induces a considerable cooling effect. Differences in heat storage changes were not important contributors to the difference in daily mean LST. Earth and environmental sciences/Climate sciences/Atmospheric science Earth and environmental sciences/Climate sciences/Climate change/Climate-change mitigation Earth and environmental sciences/Environmental sciences/Environmental impact Earth and environmental sciences/Ecology/Restoration ecology surface energy balance boreal ecosystems land surface temperature surface biophysical properties attribution Full Text Additional Declarations There is NO Competing Interest. Supplementary Files supplement.pdf Supplementary Information for Attributing surface temperature difference between a northern mire and forest to their biophysical properties Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-9619402","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Article","associatedPublications":[],"authors":[{"id":635021192,"identity":"eb33837c-c8fe-4884-8a9e-2fc5aa7b9cdb","order_by":0,"name":"Erkka Rinne","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAAx0lEQVRIiWNgGAWjYFACNmYQyQPEjA8qGCQY2JtJ0MJscAaohecwkVrALIkzIM0HCGjglz6WbPCD4Z6MuXTzsYqDORYMPOwEtEj2pR1O7GEo5rGccyztxsFtQIcxE9BicIa9+QAPQwKPwY0cs9sfgVrsCWmxB2o5+AesJf9bAXG28LAdTobawsZAlBaJM2zJxjIGIC1pxhJALTwEtfD3sBlLvqlIsDe4kfzww8FtdXI8/AcI6IE4D8HkIUb9KBgFo2AUjAICAABaczfkmMx43wAAAABJRU5ErkJggg==","orcid":"https://orcid.org/0000-0003-0964-6513","institution":"Finnish Meteorological Institute","correspondingAuthor":true,"prefix":"","firstName":"Erkka","middleName":"","lastName":"Rinne","suffix":""},{"id":635021193,"identity":"53db8089-cd69-4659-a543-fbc8436ddb97","order_by":1,"name":"Juha-Pekka Tuovinen","email":"","orcid":"https://orcid.org/0000-0001-7857-036X","institution":"Finnish Meteorological Institute","correspondingAuthor":false,"prefix":"","firstName":"Juha-Pekka","middleName":"","lastName":"Tuovinen","suffix":""},{"id":635021194,"identity":"4c2633f8-7383-4ab3-8c71-3eedb5ce7522","order_by":2,"name":"Maiju Linkosalmi","email":"","orcid":"","institution":"Finnish Meteorological Institute","correspondingAuthor":false,"prefix":"","firstName":"Maiju","middleName":"","lastName":"Linkosalmi","suffix":""},{"id":635021195,"identity":"2b440a36-823b-46c3-803f-c5b0cfbc2948","order_by":3,"name":"Juuso Rainne","email":"","orcid":"","institution":"Finnish Meteorological Institute","correspondingAuthor":false,"prefix":"","firstName":"Juuso","middleName":"","lastName":"Rainne","suffix":""},{"id":635021196,"identity":"67dec74e-cc74-4897-8a0d-d9e92ec47012","order_by":4,"name":"Sami Suopajärvi","email":"","orcid":"","institution":"Finnish Meteorological Institute","correspondingAuthor":false,"prefix":"","firstName":"Sami","middleName":"","lastName":"Suopajärvi","suffix":""},{"id":635021197,"identity":"d0635737-2ab9-46ea-97e8-ff9579846ced","order_by":5,"name":"Mika Aurela","email":"","orcid":"https://orcid.org/0000-0002-4046-7225","institution":"Finnish Meteorological Institute","correspondingAuthor":false,"prefix":"","firstName":"Mika","middleName":"","lastName":"Aurela","suffix":""}],"badges":[],"createdAt":"2026-05-05 13:51:16","currentVersionCode":1,"declarations":{"humanSubjects":false,"vertebrateSubjects":false,"conflictsOfInterestStatement":false,"humanSubjectEthicalGuidelines":false,"humanSubjectConsent":false,"humanSubjectClinicalTrial":false,"humanSubjectCaseReport":false,"vertebrateSubjectEthicalGuidelines":false},"doi":"10.21203/rs.3.rs-9619402/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-9619402/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":108804335,"identity":"5e9ab630-fc58-4d98-9107-266eae35fc72","added_by":"auto","created_at":"2026-05-08 15:19:25","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":4954465,"visible":true,"origin":"","legend":"Article File","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-9619402/v1_covered_ebbdd488-0400-4001-b886-5805c2c3e29b.pdf"},{"id":108563223,"identity":"b50d85e1-aa44-4380-95c1-e6d208c9d3ea","added_by":"auto","created_at":"2026-05-06 03:40:07","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"supplement","size":1180373,"visible":true,"origin":"","legend":"Supplementary Information for Attributing surface temperature difference between a northern mire and forest to their biophysical properties","description":"","filename":"supplement.pdf","url":"https://assets-eu.researchsquare.com/files/rs-9619402/v1/e464392a33544df07add0dd5.pdf"}],"financialInterests":"There is \u003cb\u003eNO\u003c/b\u003e Competing Interest.","formattedTitle":"Attributing surface temperature difference between a northern mire and forest to their biophysical properties","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":true,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":true,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"
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