Soil apparent electrical conductivity survey in different pedoenvironments by geophysical sensor EM38 a potential tool in paedology and pedometry studies
Danilo César de Mello José Lucas Safanelli; Raul Roberto Poppiel; Gustavo Vieira Veloso; Diego Ribeiro Oquendo Cabrero; Lucas Tadeu Greschuk; Fellipe Alcantara de Oliveira Mello; Márcio Rocha Francelino; João Carlos Ker; Emilson Pereira Leite; Elpídio Inácio Fernandes-Filho; Carlos Ernesto Gonçalves Reynaud Schaefer; Jose Alexandre Melo Demattê
Digital mapping of soil weathering using field geophysical sensor data coupled with covariates and machine learning
Danilo César de Mello Tiago Osório Ferreira; Gustavo Vieira Veloso; Marcos Guedes de Lana; Fellipe Alcantara de Oliveira Mello; Luis Augusto Di Loreto Di Raimo; Diego Ribeiro Oquendo Cabrero; José João Lelis Leal de Souza; Elpídio Inácio Fernandes-Filho; Márcio Rocha Francelino; José Alexandre Melo Demattê
Journal of South American Earth Sciences Amsterdam v. 128, art. 104449, p. 1-15, 2023
A new methodological framework for geophysical sensor combinations associated with machine learning algorithms to understand soil attributes
Danilo César de Mello Gustavo Vieira Veloso; Marcos Guedes de Lana; Fellipe Alcantara de Oliveira Mello; Raul Roberto Poppiel; Diego Ribeiro Oquendo Cabrero; Luis Augusto Di Loreto Di Raimo; Carlos Ernesto Gonçalves Reynaud Schaefer; Elpídio Inácio Fernandes Filho; Emilson Pereira Leite; José Alexandre Melo Demattê
Geoscientific Model Development Göttingen v. 15, p. 1219–1246, 2022