Artificial neural networks applied for soil class prediction in mountainous landscape of the Serra do Mar¹

Artificial neural networks applied for soil class prediction in mountainous landscape of the Serra do Mar¹

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Soil information is needed for managing the agricultural environment. The aim of this study was to apply artificial neural networks (ANNs) for the prediction of soil classes using orbital remote sensing products, terrain attributes derived from a digital elevation model and local geology information...

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Bibliographic Details
Main Authors: Braz Calderano Filho, Helena Polivanov, César da Silva Chagas, Waldir de Carvalho Júnior, Emílio Velloso Barroso, Antônio José Teixeira Guerra, Sebastião Barreiros Calderano
Format: Article
Language:English
Published: Sociedade Brasileira de Ciência do Solo 2014-12-01
Series:Revista Brasileira de Ciência do Solo
Subjects:
artificial neural networks
terrain attributes
digital mapping
Online Access:http://www.scielo.br/pdf/rbcs/v38n6/a03v38n6.pdf

Internet

http://www.scielo.br/pdf/rbcs/v38n6/a03v38n6.pdf

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