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Integrating Proximal Geophysical Sensing and Machine Learning for Digital Soil Mapping: Spatial Prediction and Model Evaluation Using a Small Dataset

Danilo César de Mello,Gustavo Vieira Veloso, Murilo Ferre de Mello,Marcos Guedes de Lana, Isabelle de Angeli Oliveira,Fellipe Alcantara de Oliveira Mello,Rafael Gomes Siqueira,Lucas Carvalho Gomes,Elpídio Inácio Fernandes-Filho,Carlos Ernesto Gonçalves Reynaud Schaefer,Márcio Rocha Francelino,Emilson Pereira Leite,Tiago Osório Ferreira,José Alexandre Melo Demattê

Soil Advances（2025）

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关键词
Digital soil mapping,Gamma ray spectrometry,Machine learning algorithms,Magnetic susceptibility,Soil electrical conductivity
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