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Predicting the Total Costs of Production Factors on Farms in the European Union

2024Book part Restricted access
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dc.contributor.authorMartinho, Vítor
dc.date.accessioned2024-11-12T13:51:40Z
dc.date.available2024-11-12T13:51:40Z
dc.date.issued2024
dc.description.abstractThe dynamics of the agricultural sector depend on the performance of the farms and their respective profitability. The cost control in the farms is particularly important, considering the reduced profit margins in agriculture. In fact, in some contexts, the level of farm costs is very similar to the amounts of income, calling, in many cases, for financial support for the farmers, justified by the need to guarantee food security and social and environmental sustainability. In this framework, contributions that support policymakers and farmers to make decisions that promote farm cost reduction are fundamental. Considering this scenario, this study intends to consider machine learning approaches and data from the European databases to identify the most adjusted approaches to predict the total costs in the farms. This study brought relevant outputs for the design of adjusted measures, plans and instruments for the European Union agriculture and respective processes and activities.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationMartinho, V.J.P.D. (2024). Predicting the Total Costs of Production Factors on Farms in the European Union. In: Machine Learning Approaches for Evaluating Statistical Information in the Agricultural Sector. SpringerBriefs in Applied Sciences and Technology. Springer, Cham. https://doi.org/10.1007/978-3-031-54608-2_4pt_PT
dc.identifier.doi10.1007/978-3-031-54608-2_4pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.19/8630
dc.language.isoengpt_PT
dc.publisherSpringer, Champt_PT
dc.relation.publisherversionhttps://link.springer.com/chapter/10.1007/978-3-031-54608-2_4pt_PT
dc.subjectArtificial intelligencept_PT
dc.subjectAdjusted models and predictorspt_PT
dc.subjectAgriculturept_PT
dc.titlePredicting the Total Costs of Production Factors on Farms in the European Unionpt_PT
dc.typebook part
dspace.entity.typePublication
oaire.citation.endPage60pt_PT
oaire.citation.startPage49pt_PT
person.familyNamePereira Domingues Martinho
person.givenNameVítor João
person.identifier.ciencia-idF510-903F-51FA
rcaap.rightsclosedAccesspt_PT
rcaap.typebookPartpt_PT
relation.isAuthorOfPublicationd99fa017-5c04-4606-b382-f069996da23f
relation.isAuthorOfPublication.latestForDiscoveryd99fa017-5c04-4606-b382-f069996da23f

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