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Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks

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dc.contributor.authorMäyrä, Janne
dc.contributor.authorKivinen, Sonja
dc.contributor.authorKeski-Saari, Sarita
dc.contributor.authorTanhuanpää, Topi
dc.contributor.authorHurskainen, Pekka
dc.contributor.authorKullberg, Peter
dc.contributor.authorPoikolainen, Laura
dc.contributor.authorViinikka, Arto
dc.contributor.authorTuominen, Sakari
dc.contributor.authorKumpula, Timo
dc.contributor.authorVihervaara, Petteri
dc.contributor.departmentid4100310510
dc.contributor.orcidhttps://orcid.org/0000-0001-5429-3433
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2021-02-16T05:29:19Z
dc.date.accessioned2025-05-27T18:36:54Z
dc.date.available2021-02-16T05:29:19Z
dc.date.issued2021
dc.description.vuosik2021
dc.format.bitstreamfalse
dc.format.pagerange16 p.
dc.identifier.olddbid489700
dc.identifier.oldhandle10024/547159
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/6202
dc.language.isoen
dc.okm.corporatecopublicationei
dc.okm.discipline4112
dc.okm.internationalcopublicationei
dc.okm.openaccess2 = Hybridijulkaisukanavassa ilmestynyt avoin julkaisu
dc.okm.selfarchivedei
dc.publisherElsevier
dc.relation.articlenumber112322
dc.relation.doi10.1016/j.rse.2021.112322
dc.relation.ispartofseriesRemote Sensing of Environment
dc.relation.issn0034-4257
dc.relation.numberinseries4
dc.relation.volume256
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/547159
dc.subject.ysotree species
dc.subject.ysohyperspectral imaging
dc.subject.ysodeep learning
dc.subject.ysoconvolutional neural networks
dc.teh41007-00177901
dc.titleTree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|

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