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Spatio-temporal prediction of soil moisture using soil maps, topographic indices and SMAP retrievals

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dc.contributor.authorSchönauer, Marian
dc.contributor.authorPrinz, Robert
dc.contributor.authorVäätäinen, Kari
dc.contributor.authorAstrup, Rasmus
dc.contributor.authorPszenny, Dariusz
dc.contributor.authorLindeman, Harri
dc.contributor.authorJaeger, Dirk
dc.contributor.departmentid4100210610
dc.contributor.departmentid4100210610
dc.contributor.departmentid4100210610
dc.contributor.orcidhttps://orcid.org/0000-0002-1593-6974
dc.contributor.orcidhttps://orcid.org/0000-0002-6886-0432
dc.contributor.orcidhttps://orcid.org/0000-0001-5769-1066
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2022-02-25T08:13:47Z
dc.date.accessioned2025-05-27T19:01:09Z
dc.date.available2022-02-25T08:13:47Z
dc.date.issued2022
dc.description.vuosik2022
dc.format.bitstreamfalse
dc.format.pagerange9 p.
dc.identifier.olddbid494203
dc.identifier.oldhandle10024/551651
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/6949
dc.language.isoen
dc.okm.corporatecopublicationei
dc.okm.discipline4112
dc.okm.internationalcopublicationon
dc.okm.openaccess1 = Open access -julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedei
dc.publisherElsevier BV
dc.relation.articlenumber102730
dc.relation.doi10.1016/j.jag.2022.102730
dc.relation.ispartofseriesInternational Journal of Applied Earth Observation and Geoinformation
dc.relation.issn0303-2434
dc.relation.volume108
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/551651
dc.subject.ysoSoil Moisture Active Passive (SMAP)
dc.subject.ysoTrafficability prediction
dc.subject.ysoMachine learning
dc.subject.ysoForest operations
dc.subject.ysoPrecision forestry
dc.subject.ysoeXtreme Gradient Boosting
dc.teh41007-00081404
dc.titleSpatio-temporal prediction of soil moisture using soil maps, topographic indices and SMAP retrievals
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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