Revealing changes in the stem form and volume allocation in diverse boreal forests using two-date terrestrial laser scanning

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorLuoma, Villeen_US
dc.contributor.authorYrttimaa, Tuomasen_US
dc.contributor.authorKankare, Villeen_US
dc.contributor.authorSaarinen, Ninnien_US
dc.contributor.authorPyörälä, Jirien_US
dc.contributor.authorKukko, Anteroen_US
dc.contributor.authorKaartinen, Harrien_US
dc.contributor.authorHyyppä, Juhaen_US
dc.contributor.authorHolopainen, Markusen_US
dc.contributor.authorVastaranta, Mikkoen_US
dc.contributor.departmentDepartment of Built Environmenten
dc.contributor.groupauthorMeMoen
dc.contributor.organizationUniversity of Helsinkien_US
dc.contributor.organizationUniversity of Eastern Finlanden_US
dc.contributor.organizationNational Land Survey of Finlanden_US
dc.date.accessioned2021-08-04T06:39:09Z
dc.date.available2021-08-04T06:39:09Z
dc.date.issued2021-07en_US
dc.descriptionFunding Information: This research was funded with a grant by the Finnish Cultural Foundation as well as by the Academy of Finland, grant numbers 315079, 345166, 331711, 334001, 337810, and 337127. Acknowledgments: The authors would like to thank Häme University of Applied Sciences for supporting the research activities in Evo. Open access funding provided by University of Helsinki. Conflicts of Interest: The authors declare no conflict of interest. Funding Information: Funding: This research was funded with a grant by the Finnish Cultural Foundation as well as by the Academy of Finland, grant numbers 315079, 345166, 331711, 334001, 337810, and 337127. Publisher Copyright: © 2021 by the authors. Licensee MDPI, Basel, Switzerland.
dc.description.abstractTree 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.description.versionPeer revieweden
dc.format.extent20
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationLuoma, V, Yrttimaa, T, Kankare, V, Saarinen, N, Pyörälä, J, Kukko, A, Kaartinen, H, Hyyppä, 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/f12070835en
dc.identifier.doi10.3390/f12070835en_US
dc.identifier.issn1999-4907
dc.identifier.otherPURE UUID: 207ad5cc-543e-49be-8ceb-17dc4d803fdben_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/207ad5cc-543e-49be-8ceb-17dc4d803fdben_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85109266092&partnerID=8YFLogxKen_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/66251920/forests_12_00835_v3.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/108842
dc.identifier.urnURN:NBN:fi:aalto-202108048086
dc.language.isoenen
dc.publisherMDPI AG
dc.relation.ispartofseriesForestsen
dc.relation.ispartofseriesVolume 12, issue 7en
dc.rightsopenAccessen
dc.subject.keywordChange detectionen_US
dc.subject.keywordForest monitoringen_US
dc.subject.keywordForest scienceen_US
dc.subject.keywordGround-based LiDARen_US
dc.subject.keywordGrowth and yielden_US
dc.subject.keywordLaser scanningen_US
dc.subject.keywordPoint cloud processingen_US
dc.subject.keywordTime-series analysisen_US
dc.subject.keywordTree growthen_US
dc.titleRevealing changes in the stem form and volume allocation in diverse boreal forests using two-date terrestrial laser scanningen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion

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