SmartSolos expert: an expert system for Brazilian soil classification.

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dc.contributorGLAUBER JOSE VAZ, CNPTIA; LUIS DE FRANCA DA SILVA NETO, CNPS; JAYME GARCIA ARNAL BARBEDO, CNPTIA.
dc.creatorVAZ, G. J.
dc.creatorSILVA NETO, L. de F. da
dc.creatorBARBEDO, J. G. A.
dc.date2025-01-28T23:16:17Z
dc.date2025-01-28T23:16:17Z
dc.date2025-01-28
dc.date2025
dc.date.accessioned2026-07-07T04:18:04Z
dc.descriptionWe have developed an expert system for Brazilian soil classification according to the official taxonomic system in Brazil. It assists in improving soil data quality, which is important for sustainable agriculture. A rule-based expert system is an appropriate approach for addressing this problem, and SmartSolos Expert is the first one based on the Brazilian soil classification system considering all the classes from the 1st to the 4th level, involving more than a thousand classes. We developed the expert system, made it available through a web Application Programming Interface, and specified a schema for input and output data. Since it always returns accurate classification, it has been used to identify inconsistencies, curate Brazilian soil data, and examine possibilities for improvements to the Brazilian Soil Classification System.
dc.identifierSmart Agricultural Technology, v. 10, 100735, Mar. 2025.
dc.identifierhttp://www.alice.cnptia.embrapa.br/alice/handle/doc/1172050
dc.identifierhttps://doi.org/10.1016/j.atech.2024.100735
dc.identifier.urihttp://hdl.handle.net/123456789/457006
dc.languageeng
dc.rightsopenAccess
dc.subjectBrazilian soil classification system
dc.subjectData curation
dc.subjectSoil data
dc.subjectClassificação do Solo
dc.subjectManejo do Solo
dc.subjectSoil classification
dc.subjectSoil management
dc.subjectExpert systems
dc.titleSmartSolos expert: an expert system for Brazilian soil classification.
dc.typeArtigo de periódico

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