Marcos Rafael Nanni

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Partial Least Squares Regression

Machine Learning

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Int. J. Digit. Earth

Publications

Renato Herrig Furlanetto, Luís Guilherme Teixeira Crusiol, Marcos Rafael Nanni, Adilson de Oliveira Junior, Rubson Natal Ribeiro Sibaldelli
Hyperspectral Data for Early Identification and Classification of Potassium Deficiency in Soybean Plants (Glycine max (L.) Merrill). Remote. Sens. 16 (11) (2024)
Renan Falcioni, Roney Berti de Oliveira, Marcelo Luiz Chicati, Werner Camargos Antunes, José Alexandre Melo Demattê, Marcos Rafael Nanni
Estimation of Biochemical Compounds in Tradescantia Leaves Using VIS-NIR-SWIR Hyperspectral and Chlorophyll a Fluorescence Sensors. Remote. Sens. 16 (11) (2024)
Renan Falcioni, Werner Camargos Antunes, José Alexandre Melo Demattê, Marcos Rafael Nanni
A Novel Method for Estimating Chlorophyll and Carotenoid Concentrations in Leaves: A Two Hyperspectral Sensor Approach. Sensors 23 (8) (2023)
Renan Falcioni, Werner Camargos Antunes, Roney Berti de Oliveira, Marcelo Luiz Chicati, José Alexandre Melo Demattê, Marcos Rafael Nanni
Assessment of Combined Reflectance, Transmittance, and Absorbance Hyperspectral Sensors for Prediction of Chlorophyll a Fluorescence Parameters. Remote. Sens. 15 (20) (2023)
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
Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning Models. Remote. Sens. 15 (19) (2023)
Everson Cezar, Tatiane Amancio Alberton, Evandro Freire Lemos, Karym Mayara de Oliveira, Liang Sun, Luís Guilherme Teixeira Crusiol, Marlon Rodrigues, Amanda Silveira Reis, Marcos Rafael Nanni
Estimating Soil Organic Matter (SOM) Using Proximal Remote Sensing: Performance Evaluation of Prediction Models Adjusted at Local Scale in the Brazilian Cerrado. Remote. Sens. 15 (18) (2023)
Renan Falcioni, João Vitor Ferreira Gonçalves, Karym Mayara de Oliveira, Werner Camargos Antunes, Marcos Rafael Nanni
VIS-NIR-SWIR Hyperspectroscopy Combined with Data Mining and Machine Learning for Classification of Predicted Chemometrics of Green Lettuce. Remote. Sens. 14 (24) (2022)
Glaucio Leboso Alemparte Abrantes dos Santos, Marcos Renan Besen, Renato Herrig Furlanetto, Luís Guilherme Teixeira Crusiol, Marlon Rodrigues, Amanda Silveira Reis, Karym Mayara de Oliveira, Carolina Fedrigo Coneglian, Roney Berti de Oliveira, Marcelo Augusto Batista, Marcos Rafael Nanni
Spectral Method for Liming Recommendation in Oxisol Based on the Prediction of Chemical Characteristics Using Interval Partial Least Squares Regression. Remote. Sens. 14 (9) (2022)
Luis Guilherme Teixeira Crusiol, Marcos Rafael Nanni, Renato Herrig Furlanetto, Rubson Natal Ribeiro Sibaldelli, Everson Cezar, Liang Sun, José Salvador Simonetto Foloni, Liliane Marcia Mertz-Henning, Alexandre L. Nepomuceno, Norman Neumaier, José Renato Bouças Farias
Yield Prediction in Soybean Crop Grown under Different Levels of Water Availability Using Reflectance Spectroscopy and Partial Least Squares Regression. Remote. Sens. 13 (5) (2021)
Everson Cezar, Marcos Rafael Nanni, Luis Guilherme Teixeira Crusiol, Liang Sun, Marcelo Luiz Chicati, Renato Herrig Furlanetto, Marlon Rodrigues, Rubson Natal Ribeiro Sibaldelli, Guilherme Fernando Capristo-Silva, Karym Mayara de Oliveira, José Alexandre Melo Demattê
Strategies for the Development of Spectral Models for Soil Organic Matter Estimation. Remote. Sens. 13 (7) (2021)
Marcos Rafael Nanni, José Alexandre Melo Demattê, Marlon Rodrigues, Glaucio Leboso Alemparte Abrantes dos Santos, Amanda Silveira Reis, Karym Mayara de Oliveira, Everson Cezar, Renato Herrig Furlanetto, Luis Guilherme Teixeira Crusiol, Liang Sun
Mapping Particle Size and Soil Organic Matter in Tropical Soil Based on Hyperspectral Imaging and Non-Imaging Sensors. Remote. Sens. 13 (9) (2021)
Luis Guilherme Teixeira Crusiol, Marcos Rafael Nanni, Renato Herrig Furlanetto, Rubson Natal Ribeiro Sibaldelli, Everson Cezar, Liang Sun, José Salvador Simonetto Foloni, Liliane Marcia Mertz-Henning, Alexandre L. Nepomuceno, Norman Neumaier, José Renato Bouças Farias
Classification of Soybean Genotypes Assessed Under Different Water Availability and at Different Phenological Stages Using Leaf-Based Hyperspectral Reflectance. Remote. Sens. 13 (2) (2021)
Saeid Asadzadeh, Carlos Roberto de Souza Filho, Marcos Rafael Nanni, Alessandro Batezelli
Multi-scale mapping of oil-sands in Anhembi (Brazil) using imaging spectroscopy. Int. J. Appl. Earth Obs. Geoinformation 82 (2019)
Carlos Antonio da Silva Junior, Marcos Rafael Nanni, José Francisco de Oliveira-Júnior, Everson Cezar, Paulo Eduardo Teodoro, Rafael Coll Delgado, Luciano Shozo Shiratsuchi, Muhammad Shakir, Marcelo Luiz Chicati
Object-based image analysis supported by data mining to discriminate large areas of soybean. Int. J. Digit. Earth 12 (3) (2019)
José Alexandre Melo Demattê, Leonardo Ramirez-Lopez, Rodnei Rizzo, Marcos Rafael Nanni, Peterson R. Fiorio, Caio T. Fongaro, Luiz G. Medeiros Neto, José Lucas Safanelli, Pedro Paulo da S. Barros
Remote Sensing from Ground to Space Platforms Associated with Terrain Attributes as a Hybrid Strategy on the Development of a Pedological Map. Remote. Sens. 8 (10) (2016)