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Título: SmartSolos expert: an expert system for Brazilian soil classification.
Autor: VAZ, G. J.
SILVA NETO, L. de F. da
BARBEDO, J. G. A.
Afiliación: GLAUBER JOSE VAZ, CNPTIA; LUIS DE FRANCA DA SILVA NETO, CNPS; JAYME GARCIA ARNAL BARBEDO, CNPTIA.
Año: 2025
Referencia: Smart Agricultural Technology, v. 10, 100735, Mar. 2025.
Descripción: We 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.
Thesagro: Classificação do Solo
Manejo do Solo
NAL Thesaurus: Soil classification
Soil management
Expert systems
Palabras clave: Brazilian soil classification system
Data curation
Soil data
DOI: https://doi.org/10.1016/j.atech.2024.100735
Tipo de Material: Artigo de periódico
Acceso: openAccess
Aparece en las colecciones:Artigo em periódico indexado (CNPTIA)

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