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Cost-Effective Aerial Inventory of Spruce Seedlings Using Consumer Drones and Deep Learning Techniques with Two-Stage UAV Flight Patterns

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dc.contributor.authorLopatin, Eugene
dc.contributor.authorPoikonen, Pasi
dc.contributor.departmentid4100310210
dc.contributor.departmentid4100310210
dc.contributor.orcidhttps://orcid.org/0000-0002-8827-3972
dc.contributor.orcidhttps://orcid.org/0000-0003-1811-4930
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2023-05-24T06:28:46Z
dc.date.accessioned2025-05-27T18:04:20Z
dc.date.available2023-05-24T06:28:46Z
dc.date.issued2023
dc.description.vuosik2023
dc.format.bitstreamfalse
dc.format.pagerange13 p.
dc.identifier.olddbid496086
dc.identifier.oldhandle10024/553523
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/5382
dc.language.isoen
dc.okm.corporatecopublicationei
dc.okm.discipline4112
dc.okm.internationalcopublicationei
dc.okm.openaccess1 = Open access -julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherMDPI AG
dc.relation.articlenumber973
dc.relation.doi10.3390/f14050973
dc.relation.ispartofseriesForests
dc.relation.issn1999-4907
dc.relation.numberinseries5
dc.relation.volume14
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/553523
dc.subjectseedling inventory
dc.subjectunmanned aerial vehicles
dc.subjectdeep learning
dc.subjectforest regeneration
dc.subjectplanting density
dc.subjectcarbon sequestration
dc.subjectconsumer drones
dc.teh41007-00146000
dc.teh41007-00182900
dc.teh41007-00241900
dc.teh41007-00261505
dc.titleCost-Effective Aerial Inventory of Spruce Seedlings Using Consumer Drones and Deep Learning Techniques with Two-Stage UAV Flight Patterns
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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