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Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks

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dc.contributor.authorKarila, Kirsi
dc.contributor.authorAlves Oliveira, Raquel
dc.contributor.authorEk, Johannes
dc.contributor.authorKaivosoja, Jere
dc.contributor.authorKoivumäki, Niko
dc.contributor.authorKorhonen, Panu
dc.contributor.authorNiemeläinen, Oiva
dc.contributor.authorNyholm, Laura
dc.contributor.authorNäsi, Roope
dc.contributor.authorPölönen, Ilkka
dc.contributor.authorHonkavaara, Eija
dc.contributor.departmentid4100211410
dc.contributor.departmentid4100210710
dc.contributor.departmentid4100110210
dc.contributor.orcidhttps://orcid.org/0000-0002-0274-6362
dc.contributor.orcidhttps://orcid.org/0000-0001-6721-2065
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2022-06-06T07:33:58Z
dc.date.accessioned2025-05-27T18:33:03Z
dc.date.available2022-06-06T07:33:58Z
dc.date.issued2022
dc.description.vuosik2022
dc.format.bitstreamfalse
dc.format.pagerange22 p.
dc.identifier.olddbid494490
dc.identifier.oldhandle10024/551932
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/6075
dc.language.isoen
dc.okm.corporatecopublicationon
dc.okm.discipline4111
dc.okm.discipline113
dc.okm.discipline222
dc.okm.internationalcopublicationei
dc.okm.openaccess1 = Open access -julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedei
dc.publisherMDPI AG
dc.relation.articlenumber2692
dc.relation.doi10.3390/rs14112692
dc.relation.ispartofseriesRemote Sensing
dc.relation.issn2072-4292
dc.relation.numberinseries11
dc.relation.volume14
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/551932
dc.subjectkaukokartoitus
dc.subjecthyperspektrikuvantaminen
dc.subjectrgb
dc.subjectcnn
dc.subjectdrone
dc.subjectimage transformer
dc.subjectsäilörehu
dc.subjectnurmiviljely
dc.subjectremote sensing
dc.subjecthyperspectral
dc.subjectsilage production
dc.subjectgrass sward
dc.subjectneuroverkot
dc.subjectnurmikasvit
dc.teh41007-00203101
dc.teh41007-00217701
dc.titleEstimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep 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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