Revealing Changes in the Stem Form and Volume Allocation in Diverse Boreal Forests Using Two-Date Terrestrial Laser Scanning

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dc.contributor.author Luoma, Ville
dc.contributor.author Yrttimaa, Tuomas
dc.contributor.author Kankare, Ville
dc.contributor.author Saarinen, Ninni
dc.contributor.author Pyorala, Jiri
dc.contributor.author Kukko, Antero
dc.contributor.author Kaartinen, Harri
dc.contributor.author Hyyppa, Juha
dc.contributor.author Holopainen, Markus
dc.contributor.author Vastaranta, Mikko
dc.date.accessioned 2021-08-16T07:53:01Z
dc.date.available 2021-08-16T07:53:01Z
dc.date.issued 2021-07
dc.identifier.citation Luoma , V , Yrttimaa , T , Kankare , V , Saarinen , N , Pyorala , J , Kukko , A , Kaartinen , H , Hyyppa , J , Holopainen , M & Vastaranta , M 2021 , ' Revealing Changes in the Stem Form and Volume Allocation in Diverse Boreal Forests Using Two-Date Terrestrial Laser Scanning ' , Forests , vol. 12 , no. 7 , 835 . https://doi.org/10.3390/f12070835
dc.identifier.other PURE: 167625622
dc.identifier.other PURE UUID: 97f9cf80-b782-4c21-b147-4336f965d721
dc.identifier.other WOS: 000677362700001
dc.identifier.other ORCID: /0000-0003-2730-8892/work/98554917
dc.identifier.other ORCID: /0000-0002-9036-8591/work/98554925
dc.identifier.other ORCID: /0000-0001-6552-9122/work/98555577
dc.identifier.uri http://hdl.handle.net/10138/333184
dc.description.abstract Tree growth is a multidimensional process that is affected by several factors. There is a continuous demand for improved information on tree growth and the ecological traits controlling it. This study aims at providing new approaches to improve ecological understanding of tree growth by the means of terrestrial laser scanning (TLS). Changes in tree stem form and stem volume allocation were investigated during a five-year monitoring period. In total, a selection of attributes from 736 trees from 37 sample plots representing different forest structures were extracted from taper curves derived from two-date TLS point clouds. The results of this study showed the capability of point cloud-based methods in detecting changes in the stem form and volume allocation. In addition, the results showed a significant difference between different forest structures in how relative stem volume and logwood volume increased during the monitoring period. Along with contributing to providing more accurate information for monitoring purposes in general, the findings of this study showed the ability and many possibilities of point cloud-based method to characterize changes in living organisms in particular, which further promote the feasibility of using point clouds as an observation method also in ecological studies. en
dc.format.extent 20
dc.language.iso eng
dc.relation.ispartof Forests
dc.rights cc_by
dc.rights.uri info:eu-repo/semantics/openAccess
dc.subject ground-based LiDAR
dc.subject forest science
dc.subject growth and yield
dc.subject forest monitoring
dc.subject tree growth
dc.subject point cloud processing
dc.subject time-series analysis
dc.subject change detection
dc.subject laser scanning
dc.subject LONG-TERM CHANGES
dc.subject THINNING INTENSITY
dc.subject TREE BIOMASS
dc.subject GROWTH
dc.subject TAPER
dc.subject SIZE
dc.subject INCREMENT
dc.subject AIRBORNE
dc.subject LIDAR
dc.subject 4112 Forestry
dc.title Revealing Changes in the Stem Form and Volume Allocation in Diverse Boreal Forests Using Two-Date Terrestrial Laser Scanning en
dc.type Article
dc.contributor.organization Department of Forest Sciences
dc.contributor.organization Laboratory of Forest Resources Management and Geo-information Science
dc.contributor.organization Forest Health Group
dc.contributor.organization Forest Ecology and Management
dc.description.reviewstatus Peer reviewed
dc.relation.doi https://doi.org/10.3390/f12070835
dc.relation.issn 1999-4907
dc.rights.accesslevel openAccess
dc.type.version publishedVersion

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