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Silage Grass Sward Nitrogen Concentration and Dry Matter Yield Estimation Using Deep Regression and RGB Images Captured by UAV

Tietueen suppeat tiedot
dc.contributor.authorAlves Oliveira, Raquel
dc.contributor.authorMarcato Junior, José
dc.contributor.authorSoares Costa, Celso
dc.contributor.authorNäsi, Roope
dc.contributor.authorKoivumäki, Niko
dc.contributor.authorNiemeläinen, Oiva
dc.contributor.authorNyholm, Laura
dc.contributor.authorPistori, Hemerson
dc.contributor.authorHonkavaara, Eija
dc.contributor.authorKaivosoja, Jere
dc.contributor.orcidhttps://orcid.org/0000-0001-6721-2065
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2022-06-09T06:42:02Z
dc.date.accessioned2025-05-27T18:33:30Z
dc.date.available2022-06-09T06:42:02Z
dc.date.issued2022
dc.description.vuosik2022
dc.format.bitstreamfalse
dc.format.pagerange13 p.
dc.identifier.olddbid494508
dc.identifier.oldhandle10024/551950
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/6085
dc.language.isoen
dc.okm.corporatecopublicationon
dc.okm.discipline222
dc.okm.internationalcopublicationon
dc.okm.openaccess1 = Open access -julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedei
dc.publisherMDPI AG
dc.relation.articlenumber1352
dc.relation.doi10.3390/agronomy12061352
dc.relation.ispartofseriesAgronomy
dc.relation.issn2073-4395
dc.relation.numberinseries6
dc.relation.volume12
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/551950
dc.subjectnurmikasvit
dc.subjectconvolutional neural networks
dc.subjectgrass swards
dc.subjectnitrogen concentration
dc.subjectdry matter yield
dc.subjectremote sensing
dc.subjectUAV
dc.subjectUAS
dc.teh41007-00203101
dc.teh41007-00217701
dc.teh41007-00180500
dc.titleSilage Grass Sward Nitrogen Concentration and Dry Matter Yield Estimation Using Deep Regression and RGB Images Captured by UAV
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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