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Predicting Bulk Density in Brazilian Soils for Carbon Stocks Calculation: a Comparative Study of Multiple Linear Regression and Random Forest Models Using Continuous and Categorical Variables

Wharley Pereira dos Santos, Carlos Manoel Pedro Vaz,Ladislau Martin-Neto, Adriano Anselmi,Javier Tomasella,Falberni de Souza Costa,Jackson Adriano Albuquerque,Quirijn de Jong van Lier,Rafael Galbieri, Fabiano José Perina

Discover Soil（2025）

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Key words
PTFs,Soil formation,Clay content,SOC,Multiple linear regression,Random forest
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