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Remote sensing applications for monitoring restoration outcomes in boreal forestry-drained peatlands : Reviewed applications and future potential

dc.contributor.authorIkkala, Lauri
dc.contributor.authorIsmail,.
dc.contributor.authorWolff, Franziska
dc.contributor.authorMarttila, Hannu
dc.contributor.authorRonkanen, Anna-Kaisa
dc.contributor.authorAlekseychik, Pavel
dc.contributor.authorRana, Parvez
dc.contributor.authorKohv, Marko
dc.contributor.authorTahvanainen, Teemu
dc.contributor.authorTolvanen, Anne
dc.contributor.authorHaghighi, Ali Torabi
dc.contributor.authorKumpula, Timo
dc.contributor.authorOsborne, Christopher
dc.contributor.authorIlmonen, Jari
dc.contributor.authorHaapalehto, Tuomas
dc.contributor.authorKløve, Bjørn
dc.contributor.authorRäsänen, Aleksi
dc.contributor.departmentid4100311110
dc.contributor.departmentid4100311110
dc.contributor.departmentid4100610210
dc.contributor.orcidhttps://orcid.org/0000-0002-2578-9680
dc.contributor.orcidhttps://orcid.org/0000-0002-4081-3917
dc.contributor.orcidhttps://orcid.org/0000-0002-5304-7510
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2025-11-20T11:19:31Z
dc.date.issued2026
dc.description.abstractPeatland restoration can halt biodiversity loss and organic soil degradation and mitigate climate change. Monitoring of restoration impacts requires novel approaches that can be scaled to large site networks. On a smaller scale, the restoration practitioners would likewise benefit from spatially and temporally comprehensive and objective monitoring data. This narrative review compiles potential remote sensing methods for practical monitoring of the ecohydrological processes in restoration of forestry-drained boreal peatlands to support and complement conventional ground monitoring approaches that are restricted by spatial coverage. Remote sensing provides tools for tracking the changes in soil surface moisture, water flow routes, vegetation cover and structure, topography, peat depth and greenhouse gas emissions. We emphasize that the suitable indicators of restoration success, platforms and sensors should be tailored to specific restoration cases with their own initial site conditions and restoration targets. The choice of spatial and temporal resolutions of data is defined by the scale and change rate of the restoration indicators. Data acquisition campaigns and selection of existing datasets require meticulous planning due to seasonal changes in hydrology and vegetation. We also compiled practical experiences on selecting remote sensing tools and ensuring satisfactory data quality to facilitate the implementation of remote-sensing-based monitoring. Finally, we provide recommendations on how the rapid development of remote sensing technology, encompassing new uncrewed applications and novel sensors on conventional platforms, can offer a range of monitoring tools to cater to the growing needs for spatially comprehensive data amounts assessing peatland restoration success in boreal conditions.
dc.format.pagerange28 p.
dc.identifier.citationHow to cite: Lauri Ikkala, Ismail, Franziska Wolff, Hannu Marttila, Anna-Kaisa Ronkanen, Pavel Alekseychik, Parvez Rana, Marko Kohv, Teemu Tahvanainen, Anne Tolvanen, Ali Torabi Haghighi, Timo Kumpula, Christopher Osborne, Jari Ilmonen, Tuomas Haapalehto, Bjørn Kløve, Aleksi Räsänen, Remote sensing applications for monitoring restoration outcomes in boreal forestry-drained peatlands - Reviewed applications and future potential, Remote Sensing of Environment, Volume 333, 2026, 115093, ISSN 0034-4257, https://doi.org/10.1016/j.rse.2025.115093.
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/103255
dc.identifier.urlhttps://doi.org/10.1016/j.rse.2025.115093
dc.identifier.urnURN:NBN:fi-fe20251120109641
dc.language.isoen
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationei
dc.okm.discipline4112
dc.okm.internationalcopublicationon
dc.okm.julkaisukanavaoa2 = Osittain avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherElsevier
dc.relation.articlenumber115093
dc.relation.doi10.1016/j.rse.2025.115093
dc.relation.ispartofseriesRemote sensing of environment
dc.relation.issn0034-4257
dc.relation.issn1879-0704
dc.relation.volume333
dc.rightsCC BY 4.0
dc.source.justusid128522
dc.subjectpeatland
dc.subjectrestoration
dc.subjectrewetting
dc.subjectrevegetation
dc.subjectUAS
dc.subjectairborne
dc.subjectsatellite
dc.teh41007-00111802
dc.tehLIFE16 NAT/FI/000 583
dc.titleRemote sensing applications for monitoring restoration outcomes in boreal forestry-drained peatlands : Reviewed applications and future potential
dc.typepublication
dc.type.okmfi=A2 Katsausartikkeli tieteellisessä aikakauslehdessä|sv=A2 Översiktsartikel i en vetenskaplig tidskrift|en=A2 Review article, Literature review, Systematic review|
dc.type.versionfi=Publisher's version|sv=Publisher's version|en=Publisher's version|

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