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Open access

Research article

First published 2023

Advancements in Soil Classification: An In-Depth Analysis of Current Deep Learning Techniques and Emerging Trends

Emmanuel Kwabena Gyasi, Swarnalatha Purushotham

Air,Soil and Water Research

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Research article

First published 2019-4

How qualitative spectral information can improve soil profile classification?

Karina PP Marques, Rodnei Rizzo, André Carnieletto Dotto [...]

Journal of Near Infrared Spectroscopy

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Research article

First published 2008-1

Computerized Cone Penetration Test for Soil Classification

Murad Y. Abu-Farsakh, Zhongjie Zhang, Mehmet Tumay [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2008-8

Assessing the Effectiveness of Soil Parameters for Ground Response Characterization and Soil Classification

Simone Barani, Roberto De Ferrari, Gabriele Ferretti [...]

Earthquake Spectra

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Research article

First published 2005-8

Classification of Soil Texture Classes by Using Soil Visual near Infrared Spectroscopy and Factorial Discriminant Analysis Techniques

A.M. Mouazen, R. Karoui, J. De Baerdemaeker [...]

Journal of Near Infrared Spectroscopy

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Research article

First published 2024-11

Utilizing Machine Learning for Cone Penetration Test-Based Soil Classification

Milad Fatehnia, Vahidreza Mahmoudabadi, Sharid Amiri

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-5

SoilBR-Onto: An Ontology for Soil Fertility Management and Classification in Brazil

Gilson Augusto Helfer, Adilson Ben da Costa, Jorge Luis Victória Barbosa

Applied Ontology

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Research article

First published 2009-03

Classification of Erodible Soils Using Artificial Neural Networks and Biogeochemical Indicators

James F. Fox, Chandramouli Viswanathan, Gail Brion [...]

Environmental Engineering Science

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Research article

First published 2015-1

Neural Estimation of Localization and Classification of Soils for Use in Low-Traffic-Volume Roads

Antonio Júnior Alves Ribeiro, Carlos Augusto Uchôa da Silva, Suelly Helena de Araújo Barroso

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2015

Conversion between Soil Texture Classification Systems using the Random Forest Algorithm

Milan Cisty, Lubomir Celar, Peter Minaric

Air,Soil and Water Research

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