Larissa Macedo dos Santos Tonial

Federal University of Technology-Paraná

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Publication activitypapers/week, last 8 weeks

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Vinicius Herique Kieling (1)Guilherme Macedo Baggio (1)Felipe Augusto Bueno Rossi (1)Marco Antonio de Castro Barbosa (1)

Papers (1)

Jul 1, 2026

Federal University of Technology -1w ago·also Federal University of Technology-Paraná

Spectroscopy Analysis with Machine Learning Regression for the Quantification of Carbon and Nitrogen Contents in Inceptisol and Oxisol Soil Types: Comparing Different Preprocessing and Validation methods as well as Feature Importance

Achieving an RPD greater than 2.0 with low overfitting, this machine learning approach revolutionizes rapid soil nutrient quantification, crucial for sustainable agriculture.

Vinicius Herique Kieling, Guilherme Macedo Baggio, Felipe Augusto Bueno Rossi +4

Scientific Discovery & Drug Design

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Larissa Macedo dos Santos Tonial

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)