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Challenges and Limitations of Remote Sensing Applications in Northern Peatlands: Present and Future Prospects

cris.virtual.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtual.author-orcid0000-0002-5212-7383
cris.virtualsource.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtualsource.author-orcid039c5639-27fb-49d1-97b9-e20f4c473688
dc.abstract.enThis systematic literature review (SLR) provides a comprehensive overview of remote sensing (RS) applications in northern peatlands from 2017 to 2022, utilising various platforms, including in situ, UAV, airborne, and satellite technologies. It addresses the challenges and limitations presented by the sophisticated nature of northern peatland ecosystems. This SLR reveals an in-creased focus on mapping, monitoring, and hydrology but identifies noticeable gaps in peatland degradation research. Despite the benefits of remote sensing, such as extensive spatial coverage and consistent monitoring, challenges persist, including high costs, underexplored areas, and limitations in hyperspectral data application. Fusing remote sensing data with on-site research offers new insights for regional peatland studies. However, challenges arise from issues like the cost of high-resolution data, coverage limitations, and inadequate field validation data in remote areas. This review suggests refining methodologies, validating with high-resolution data, and addressing these limitations for future research.
dc.affiliationWydział Inżynierii Środowiska i Inżynierii Mechanicznej
dc.affiliation.instituteKatedra Ekologii i Ochrony Środowiska
dc.contributor.authorAbdelmajeed, Abdallah Yussuf Ali
dc.contributor.authorJuszczak, Radosław
dc.date.access2025-08-01
dc.date.accessioned2025-08-01T12:14:20Z
dc.date.available2025-08-01T12:14:20Z
dc.date.copyright2024-02-04
dc.date.issued2024
dc.description.abstract<jats:p>This systematic literature review (SLR) provides a comprehensive overview of remote sensing (RS) applications in northern peatlands from 2017 to 2022, utilising various platforms, including in situ, UAV, airborne, and satellite technologies. It addresses the challenges and limitations presented by the sophisticated nature of northern peatland ecosystems. This SLR reveals an in-creased focus on mapping, monitoring, and hydrology but identifies noticeable gaps in peatland degradation research. Despite the benefits of remote sensing, such as extensive spatial coverage and consistent monitoring, challenges persist, including high costs, underexplored areas, and limitations in hyperspectral data application. Fusing remote sensing data with on-site research offers new insights for regional peatland studies. However, challenges arise from issues like the cost of high-resolution data, coverage limitations, and inadequate field validation data in remote areas. This review suggests refining methodologies, validating with high-resolution data, and addressing these limitations for future research.</jats:p>
dc.description.accesstimeat_publication
dc.description.bibliographyil., bibliogr.
dc.description.financepublication_nocost
dc.description.financecost0,00
dc.description.if4,1
dc.description.number3
dc.description.points100
dc.description.versionfinal_published
dc.description.volume16
dc.identifier.doi10.3390/rs16030591
dc.identifier.issn2072-4292
dc.identifier.urihttps://sciencerep.up.poznan.pl/handle/item/4053
dc.identifier.weblinkhttps://www.mdpi.com/2072-4292/16/3/591
dc.languageen
dc.relation.ispartofRemote Sensing
dc.relation.pagesart. 591
dc.rightsCC-BY
dc.sciencecloudnosend
dc.share.typeOPEN_JOURNAL
dc.subject.enremote sensing data
dc.subject.ennorthern peatlands
dc.subject.enmulti-proxy studies
dc.subject.enUAV
dc.subject.enairborne
dc.subject.ensatellite
dc.subject.enenvironmental data
dc.subject.enhyperspectral data
dc.subject.enLiDAR
dc.titleChallenges and Limitations of Remote Sensing Applications in Northern Peatlands: Present and Future Prospects
dc.typeJournalArticle
dspace.entity.typePublication
oaire.citation.issue3
oaire.citation.volume16