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High-precision estimation of grass quality and quantity using UAS-based VNIR and SWIR hyperspectral cameras and machine learning

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dc.contributor.authorOliveira, Raquel Alves
dc.contributor.authorNäsi, Roope
dc.contributor.authorKorhonen, Panu
dc.contributor.authorMustonen, Arja
dc.contributor.authorNiemeläinen, Oiva
dc.contributor.authorKoivumäki, Niko
dc.contributor.authorHakala, Teemu
dc.contributor.authorSuomalainen, Juha
dc.contributor.authorKaivosoja, Jere
dc.contributor.authorHonkavaara, Eija
dc.contributor.departmentid4100211410
dc.contributor.departmentid4100211410
dc.contributor.departmentid4100110210
dc.contributor.departmentid4100210710
dc.contributor.orcidhttps://orcid.org/0000-0002-0274-6362
dc.contributor.orcidhttps://orcid.org/0000-0003-4581-7770
dc.contributor.orcidhttps://orcid.org/0000-0001-6721-2065
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2023-12-22T08:41:52Z
dc.date.accessioned2025-05-28T10:59:37Z
dc.date.available2023-12-22T08:41:52Z
dc.date.issued2023
dc.description.vuosik2023
dc.format.bitstreamfalse
dc.identifier.olddbid496902
dc.identifier.oldhandle10024/554336
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/21448
dc.language.isoen
dc.okm.corporatecopublicationei
dc.okm.discipline113
dc.okm.internationalcopublicationei
dc.okm.openaccess2 = Hybridijulkaisukanavassa ilmestynyt avoin julkaisu
dc.okm.selfarchivedei
dc.publisherSpringer Science and Business Media LLC
dc.relation.doi10.1007/s11119-023-10064-2
dc.relation.ispartofseriesPrecision Agriculture
dc.relation.issn1385-2256
dc.relation.issn1573-1618
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/554336
dc.subjectRemote sensing
dc.subjectUAS
dc.subjectHyperspectral
dc.subjectSWIR
dc.subjectGrass
dc.subjectMachine learning
dc.teh41007-00203101
dc.teh41007-00209501
dc.teh41007-00164201
dc.titleHigh-precision estimation of grass quality and quantity using UAS-based VNIR and SWIR hyperspectral cameras and machine learning
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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