Classifying Soil Type Using Radar Satellite Images

The growth of the crop is dependent on soil type, apart from atmospheric and geo-location characteristics. As of now, there is no direct and costfree method to measure soil property or to classify soil type. In this work, we proposed a machine learning model to classify soil type using Sentinel-1 sa...

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Detalhes bibliográficos
Autor principal: Ahmed, MD Sajib (author)
Outros Autores: Gonçalves, Teresa (author), Rato, Luís (author), Marques da Silva, José Rafael (author), Vieira, Filipe (author), Paixão, Luís (author), Salgueiro, Pedro (author)
Formato: article
Idioma:por
Publicado em: 2022
Assuntos:
Remote Sensing
Soil Electrical Conductivity
Sentinel-1, Machine Learning
Random Forest
Texto completo:http://hdl.handle.net/10174/31998
País:Portugal
Oai:oai:dspace.uevora.pt:10174/31998

Texto Completo

http://hdl.handle.net/10174/31998

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