Combining Machine Learning Algorithms with Earth Observations for Crop Monitoring and Management

cris.virtual.author-orcid0000-0003-3721-6473
cris.virtual.author-orcid0000-0002-5461-9170
cris.virtual.author-orcid0000-0002-2222-6866
cris.virtual.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtualsource.author-orcid3fe42726-36c4-478a-818f-a10f72d4a6ef
cris.virtualsource.author-orcidf804c9d4-b2a5-422f-a76d-159e1691cfba
cris.virtualsource.author-orcid09c81af2-c2b2-424c-b2ec-4cda600883bf
cris.virtualsource.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
dc.affiliationWydział Inżynierii Środowiska i Inżynierii Mechanicznej
dc.affiliation.instituteKatedra Inżynierii Biosystemów
dc.contributor.authorPiekutowska, Magdalena
dc.contributor.authorNiedbała, Gniewko
dc.contributor.authorKujawa, Sebastian
dc.contributor.authorWojciechowski, Tomasz
dc.date.access2025-04-25
dc.date.accessioned2025-04-25T08:35:51Z
dc.date.available2025-04-25T08:35:51Z
dc.date.copyright2025-02-25
dc.date.issued2025
dc.description.abstract<jats:p>Combining machine learning algorithms with Earth observations has great potential in the context of crop monitoring and management, which is essential in the face of global challenges related to food security and climate change [...]</jats:p>
dc.description.accesstimeat_publication
dc.description.financepublication_nocost
dc.description.financecost0,00
dc.description.number5
dc.description.versionfinal_published
dc.description.volume15
dc.identifier.doi10.3390/agriculture15050494
dc.identifier.issn2077-0472
dc.identifier.urihttps://sciencerep.up.poznan.pl/handle/item/2714
dc.identifier.weblinkhttps://www.mdpi.com/2077-0472/15/5/494
dc.languageen
dc.pbn.affiliationmechanical engineering
dc.relation.ispartofAgriculture (Switzerland)
dc.relation.pagesart. 494
dc.rightsCC-BY
dc.sciencecloudnosend
dc.subtypeInitialArticle
dc.titleCombining Machine Learning Algorithms with Earth Observations for Crop Monitoring and Management
dc.title.volumeSpecial Issue Combining Machine Learning Algorithms with Earth Observations for Crop Monitoring and Management)
dc.typeJournalArticle
dspace.entity.typePublication
oaire.citation.issue5
oaire.citation.volume15