João Vitor Ferreira Gonçalves

Machine learning as a tool to predict potassium concentration in soybean leaf using hyperspectral data

Renato Herrig Furlanetto, Luís Guilherme Teixeira Crusiol, João Vitor Ferreira Gonçalves et al. · Precision Agriculture · 2023 · 29 citations

Agriculture, Agronomy, Plant Sciences +15

Chemometric Analysis for the Prediction of Biochemical Compounds in Leaves Using UV-VIS-NIR-SWIR Hyperspectroscopy

Renan Falcioni, João Vitor Ferreira Gonçalves, Karym Mayara de Oliveira et al. · Plants · 2023 · 22 citations · Full text

Life Sciences, Botany, Plant Sciences +17

VIS-NIR-SWIR Hyperspectroscopy Combined with Data Mining and Machine Learning for Classification of Predicted Chemometrics of Green Lettuce

Renan Falcioni, João Vitor Ferreira Gonçalves, Karym Mayara de Oliveira et al. · Remote Sensing · 2022 · 21 citations · Full text

Agriculture, Crop Sciences, Horticultural Sciences +17

Enhancing Pigment Phenotyping and Classification in Lettuce through the Integration of Reflectance Spectroscopy and AI Algorithms

Renan Falcioni, João Vitor Ferreira Gonçalves, Karym Mayara de Oliveira et al. · Plants · 2023 · 20 citations · Full text

Agriculture, Crop Sciences, Horticultural Sciences +17

Nutrient deficiency lowers photochemical and carboxylation efficiency in tobacco

Renan Falcioni, Thaise Moriwaki, Marlon Rodrigues et al. · Theoretical and Experimental Plant Physiology · 2023 · 19 citations

Life Sciences, Plant Biology, Plant Sciences +14