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; Werner Camargos Antunes; Marcos Rafael Nanni (Remote. Sens., 2022)

A Novel Method for Estimating Chlorophyll and Carotenoid Concentrations in Leaves: A Two Hyperspectral Sensor Approach. - Renan Falcioni; Werner Camargos Antunes; José Alexandre Melo Demattê; Marcos Rafael Nanni (Sensors, 2023)

Assessment of Combined Reflectance, Transmittance, and Absorbance Hyperspectral Sensors for Prediction of Chlorophyll a Fluorescence Parameters. - Renan Falcioni; Werner Camargos Antunes; Roney Berti de Oliveira; Marcelo Luiz Chicati; José Alexandre Melo Demattê; Marcos Rafael Nanni (Remote. Sens., 2023)

Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning Models. - Karym Mayara de Oliveira; Renan Falcioni; João Vitor Ferreira Gonçalves; Caio Almeida de Oliveira; Weslei Augusto Mendonça; Luís Guilherme Teixeira Crusiol; Roney Berti de Oliveira; Renato Herrig Furlanetto; Amanda Silveira Reis; Marcos Rafael Nanni (Remote. Sens., 2023)

A Step Forward in Hybrid Soil Laboratory Analysis: Merging Chemometric Corrections, Protocols and Data-Driven Methods. - Bruno dos Anjos Bartsch; Nícolas Augusto Rosin; Uemeson José dos Santos; João Augusto Coblinski; Marcelo H. P. Pelegrino; Jorge Tadeu Fim Rosas; Raúl Roberto Poppiel; Ednilson Batista Ortiz; Viviane Cristina Vivian Kochinki; Paulo Gallo; Eyal Ben-Dor; Renan Falcioni; et al. (Remote. Sens., 2024)

Estimation of Biochemical Compounds in Tradescantia Leaves Using VIS-NIR-SWIR Hyperspectral and Chlorophyll a Fluorescence Sensors. - Renan Falcioni; Roney Berti de Oliveira; Marcelo Luiz Chicati; Werner Camargos Antunes; José Alexandre Melo Demattê; Marcos Rafael Nanni (Remote. Sens., 2024)

The Use of Vis-NIR-SWIR Spectroscopy and X-ray Fluorescence in the Development of Predictive Models: A Step forward in the Quantification of Nitrogen, Total Organic Carbon and Humic Fractions in Ferralsols. - Bruna Coelho de Lima; José Alexandre Melo Demattê; Carlos H. dos Santos; Carlos S. Tiritan; Raúl Roberto Poppiel; Marcos Rafael Nanni; Renan Falcioni; Caio Almeida de Oliveira; Nicole Ghinzelli Vedana; Guilherme Zimmermann; Amanda Silveira Reis (Remote. Sens., 2024)

Predicting Particle Size and Soil Organic Carbon of Soil Profiles Using VIS-NIR-SWIR Hyperspectral Imaging and Machine Learning Models. - Karym Mayara de Oliveira; João Vitor Ferreira Gonçalves; Renato Herrig Furlanetto; Caio Almeida de Oliveira; Weslei Augusto Mendonça; Daiane de Fatima da Silva Haubert; Luís Guilherme Teixeira Crusiol; Renan Falcioni; Roney Berti de Oliveira; Amanda Silveira Reis; Arney Eduardo do Amaral Ecker; Marcos Rafael Nanni (Remote. Sens., 2024)

Fluorescence and Hyperspectral Sensors for Nondestructive Analysis and Prediction of Biophysical Compounds in the Green and Purple Leaves of Tradescantia Plants. - Renan Falcioni; Roney Berti de Oliveira; Marcelo Luiz Chicati; Werner Camargos Antunes; José Alexandre Melo Demattê; Marcos Rafael Nanni (Sensors, 2024)