Marcos Rafael Nanni

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Step Forward in Hybrid Soil Laboratory Analysis: Merging Chemometric Corrections, Protocols and Data-Driven Methods.
Remote. Sens.
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, Marcos Rafael Nanni, João Vitor Ferreira Gonçalves, Caio Almeida de Oliveira, Nicole Ghinzelli Vedana, Renato Herrig Furlanetto, José Alexandre Melo Demattê
2024 J jnl
Early Modeling of the Upcoming Landsat Next Constellation for Soybean Yield Prediction Under Varying Levels of Water Availability.
Remote. Sens.
Luís Guilherme Teixeira Crusiol, Marcos Rafael Nanni, Rubson Natal Ribeiro Sibaldelli, Liang Sun, Renato Herrig Furlanetto, Sergio Luiz Gonçalves, Norman Neumaier, José Renato Bouças Farias
2024 J jnl
Estimation of Biochemical Compounds in Tradescantia Leaves Using VIS-NIR-SWIR Hyperspectral and Chlorophyll a Fluorescence Sensors.
Remote. Sens.
Renan Falcioni, Roney Berti de Oliveira, Marcelo Luiz Chicati, Werner Camargos Antunes, José Alexandre Melo Demattê, Marcos Rafael Nanni
2024 J jnl
Fluorescence and Hyperspectral Sensors for Nondestructive Analysis and Prediction of Biophysical Compounds in the Green and Purple Leaves of Tradescantia Plants.
Sensors
Renan Falcioni, Roney Berti de Oliveira, Marcelo Luiz Chicati, Werner Camargos Antunes, José Alexandre Melo Demattê, Marcos Rafael Nanni
2024 J jnl
Hyperspectral Data for Early Identification and Classification of Potassium Deficiency in Soybean Plants (Glycine max (L.) Merrill).
Remote. Sens.
Renato Herrig Furlanetto, Luís Guilherme Teixeira Crusiol, Marcos Rafael Nanni, Adilson de Oliveira Junior, Rubson Natal Ribeiro Sibaldelli
2024 J jnl
Predicting Particle Size and Soil Organic Carbon of Soil Profiles Using VIS-NIR-SWIR Hyperspectral Imaging and Machine Learning Models.
Remote. Sens.
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
2024 J jnl
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.
Remote. Sens.
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
2023 J jnl
A Novel Method for Estimating Chlorophyll and Carotenoid Concentrations in Leaves: A Two Hyperspectral Sensor Approach.
Sensors
Renan Falcioni, Werner Camargos Antunes, José Alexandre Melo Demattê, Marcos Rafael Nanni
2023 J jnl
Assessment of Combined Reflectance, Transmittance, and Absorbance Hyperspectral Sensors for Prediction of Chlorophyll a Fluorescence Parameters.
Remote. Sens.
Renan Falcioni, Werner Camargos Antunes, Roney Berti de Oliveira, Marcelo Luiz Chicati, José Alexandre Melo Demattê, Marcos Rafael Nanni
2023 J jnl
Estimating Soil Organic Matter (SOM) Using Proximal Remote Sensing: Performance Evaluation of Prediction Models Adjusted at Local Scale in the Brazilian Cerrado.
Remote. Sens.
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
2023 J jnl
Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning Models.
Remote. Sens.
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
2022 J jnl
Spectral Method for Liming Recommendation in Oxisol Based on the Prediction of Chemical Characteristics Using Interval Partial Least Squares Regression.
Remote. Sens.
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
2022 J jnl
VIS-NIR-SWIR Hyperspectroscopy Combined with Data Mining and Machine Learning for Classification of Predicted Chemometrics of Green Lettuce.
Remote. Sens.
Renan Falcioni, João Vitor Ferreira Gonçalves, Karym Mayara de Oliveira, Werner Camargos Antunes, Marcos Rafael Nanni
2021 J jnl
Classification of Soybean Genotypes Assessed Under Different Water Availability and at Different Phenological Stages Using Leaf-Based Hyperspectral Reflectance.
Remote. Sens.
Luís 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
2021 J jnl
Mapping Particle Size and Soil Organic Matter in Tropical Soil Based on Hyperspectral Imaging and Non-Imaging Sensors.
Remote. Sens.
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, Luís Guilherme Teixeira Crusiol, Liang Sun
2021 J jnl
Strategies for the Development of Spectral Models for Soil Organic Matter Estimation.
Remote. Sens.
Everson Cezar, Marcos Rafael Nanni, Luís 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
2021 J jnl
Yield Prediction in Soybean Crop Grown under Different Levels of Water Availability Using Reflectance Spectroscopy and Partial Least Squares Regression.
Remote. Sens.
Luís 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
2019 J jnl
Multi-scale mapping of oil-sands in Anhembi (Brazil) using imaging spectroscopy.
Int. J. Appl. Earth Obs. Geoinformation
Saeid Asadzadeh, Carlos Roberto de Souza Filho, Marcos Rafael Nanni, Alessandro Batezelli
2019 J jnl
Object-based image analysis supported by data mining to discriminate large areas of soybean.
Int. J. Digit. Earth
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
2016 J jnl
Remote Sensing from Ground to Space Platforms Associated with Terrain Attributes as a Hybrid Strategy on the Development of a Pedological Map.
Remote. Sens.
José Alexandre Melo Demattê, Leonardo Ramirez-Lopez, Rodnei Rizzo, Marcos Rafael Nanni, Peterson Ricardo Fiorio, Caio T. Fongaro, Luiz G. Medeiros Neto, José Lucas Safanelli, Pedro Paulo da S. Barros