José Figuerêdo, Marcos Ferreira, and Rodrigo Calumby. 2023. Machine Learning for Soil Attribute Prediction: An Effectiveness and Dimensionality Reduction Analysis. In Anais do XIV Congresso Brasileiro de Agroinformática, novembro 08, 2023, Natal/RN, Brasil. SBC, Porto Alegre, Brasil, 302-309. DOI: https://doi.org/10.5753/sbiagro.2023.26572.