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Improving Winter Wheat Yield Forecasting Based on Multi-Source Data and Machine Learning

Tietueen suppeat tiedot
dc.contributor.authorSun, Yuexia
dc.contributor.authorZhang, Shuai
dc.contributor.authorTao, Fulu
dc.contributor.authorAboelenein, Rashad
dc.contributor.authorAmer, Alia
dc.contributor.departmentid4100311110
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2023-01-17T06:58:33Z
dc.date.accessioned2025-05-27T20:14:17Z
dc.date.available2023-01-17T06:58:33Z
dc.date.issued2022
dc.description.vuosik2022
dc.format.bitstreamfalse
dc.format.pagerange16 p.
dc.identifier.olddbid495596
dc.identifier.oldhandle10024/553037
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/9685
dc.language.isoen
dc.okm.corporatecopublicationei
dc.okm.discipline4111
dc.okm.discipline218
dc.okm.internationalcopublicationon
dc.okm.openaccess1 = Open access -julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedei
dc.publisherMDPI AG
dc.relation.articlenumber571
dc.relation.doi10.3390/agriculture12050571
dc.relation.ispartofseriesAgriculture
dc.relation.issn2077-0472
dc.relation.numberinseries5
dc.relation.volume12
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/553037
dc.subjectsolar induced chlorophyll fluorescence (SIF)
dc.subjectwinter wheat
dc.subjectyield forecast
dc.subjectrandom forest
dc.subjectenhanced vegetation index (EVI)
dc.tehOHFO-EI-OHFO
dc.titleImproving Winter Wheat Yield Forecasting Based on Multi-Source Data 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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