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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Bibliographic Details
Main Author: Ahmed, MD Sajib (author)
Other Authors: Gonçalves, Teresa (author), Rato, Luís (author), Marques da Silva, José Rafael (author), Vieira, Filipe (author), Paixão, Luís (author), Salgueiro, Pedro (author)
Format: article
Language:por
Published: 2022
Subjects:
Remote Sensing
Soil Electrical Conductivity
Sentinel-1, Machine Learning
Random Forest
Online Access:http://hdl.handle.net/10174/31998
Country:Portugal
Oai:oai:dspace.uevora.pt:10174/31998

Internet

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

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