SmartSolos expert: an expert system for Brazilian soil classification.
No hay miniatura disponible
Fecha
Título de la revista
ISSN de la revista
Título del volumen
Editor
Resumen
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.
Palabras clave
Brazilian soil classification system, Data curation, Soil data, Classificação do Solo, Manejo do Solo, Soil classification, Soil management, Expert systems