Estimating potentially toxic elements in Brazilian tropical soils with vis-NIR spectroscopy and machine learning

Traditional laboratory analyses for potentially toxic elements (PTEs) in soils are costly, time-consuming, and require chemical reagents. Visible and near-infrared (vis-NIR) reflectance spectroscopy offers a rapid, non-destructive, and cost-effective complementary tool that can reduce the number of...

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Autors principals:	Paloma Cunha Saraiva, Wanderson de Sousa Mendes, Clistenes Williams Araújo do Nascimento, Pâmalla Grazielly Carvalho de Morais, Kaíque Mesquita Cardoso, Carol Chaves Nascimento, José Alexandre Melo Demattê, Cácio Luiz Boechat
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2025-12-01
Col·lecció:	Soil Security
Matèries:	Sustainable technology Cerrado and Caatinga biomes Environmental monitoring Soil health
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S2667006225000425
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