José Alexandre Melo Demattê

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 26

Top Topics

Generalization Error

Top Venues

ISPRS Int. J. Geo Inf.

Publications

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)
Erli Pinto dos Santos, Michel Castro Moreira, Elpídio Inácio Fernandes Filho, José Alexandre Melo Demattê, Emily Ane Dionizio, Demetrius David da Silva, Renata Ranielly Pedroza Cruz, Jean Michel Moura-Bueno, Uemeson José dos Santos, Marcos Heil Costa
Sentinel-1 Imagery Used for Estimation of Soil Organic Carbon by Dual-Polarization SAR Vegetation Indices. Remote. Sens. 15 (23) (2023)
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)
Erli Pinto dos Santos, Michel Castro Moreira, Elpídio Inácio Fernandes Filho, José Alexandre Melo Demattê, Uemeson José dos Santos, Demetrius David da Silva, Renata Ranielly Pedroza Cruz, Jean Michel Moura-Bueno, Isabel Caligiorne Santos, Everardo Valadares de Sá Barreto Sampaio
Improving the generalization error and transparency of regression models to estimate soil organic carbon using soil reflectance data. Ecol. Informatics 77 (2023)
Sabine Chabrillat, Robert Milewski, Kathrin J. Ward, Saskia Foerster, Stéphane Guillaso, Christopher Loy, Eyal Ben-Dor, Nikolaos Tziolas, Thomas Schmid, Bas van Wesemael, José Alexandre Melo Demattê
Monitoring Soil Properties Using EnMAP Spaceborne Imaging Spectroscopy Mission. IGARSS (2023)
Bruna Cristina Gallo, Paulo Sergio Graziano Magalhães, José Alexandre Melo Demattê, Walter Rossi Cervi, João Luís Nunes Carvalho, Leandro Carneiro Barbosa, Henrique Bellinaso, Danilo César de Mello, Gustavo Vieira Veloso, Marcelo Rodrigo Alves, Elpídio Inácio Fernandes Filho, Márcio Rocha Francelino, Carlos Ernesto Gonçalves Reynaud Schaefer
Soil Erosion Satellite-Based Estimation in Cropland for Soil Conservation. Remote. Sens. 15 (1) (2023)
José Alexandre Melo Demattê, Ariane Francine da Silveira Paiva, Raúl Roberto Poppiel, Nícolas Augusto Rosin, Luis Fernando Chimelo Ruiz, Fellipe Alcantara de Oliveira Mello, Budiman Minasny, Sabine Grunwald, Yufeng Ge, Eyal Ben-Dor, Asa Gholizadeh, Cécile Gomez, Sabine Chabrillat, Nicolas Francos, Shamsollah Ayoubi, Dian Fiantis, James Kobina Mensah Biney, Changkun Wang, Abdelaziz Belal, Salman Naimi, Najmeh Asgari Hafshejani, Henrique Bellinaso, Jean Michel Moura-Bueno, Nélida Elizabet Quiñonez Silvero
Correction: Demattê et al. The Brazilian Soil Spectral Service (BraSpecS): A User-Friendly System for Global Soil Spectra Communication. Remote Sens. 2022. 14, 740. Remote. Sens. 14 (6) (2022)
José Alexandre Melo Demattê, Ariane Francine da Silveira Paiva, Raúl Roberto Poppiel, Nícolas Augusto Rosin, Luis Fernando Chimelo Ruiz, Fellipe Alcantara de Oliveira Mello, Budiman Minasny, Sabine Grunwald, Yufeng Ge, Eyal Ben-Dor, Asa Gholizadeh, Cécile Gomez, Sabine Chabrillat, Nicolas Francos, Shamsollah Ayoubi, Dian Fiantis, James Kobina Mensah Biney, Changkun Wang, Abdelaziz Belal, Salman Naimi, Najmeh Asgari Hafshejani, Henrique Bellinaso, Jean Michel Moura-Bueno, Nélida Elizabet Quiñonez Silvero
The Brazilian Soil Spectral Service (BraSpecS): A User-Friendly System for Global Soil Spectra Communication. Remote. Sens. 14 (3) (2022)
Jean J. Novais, Marilusa P. C. Lacerda, Edson Eyji Sano, José Alexandre Melo Demattê, Manuel P. Oliveira
Digital Soil Mapping Using Multispectral Modeling with Landsat Time Series Cloud Computing Based. Remote. Sens. 13 (6) (2021)
Salman Naimi, Shamsollah Ayoubi, Mojtaba Zeraatpisheh, José Alexandre Melo Demattê
Ground Observations and Environmental Covariates Integration for Mapping of Soil Salinity: A Machine Learning-Based Approach. Remote. Sens. 13 (23) (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)
Mahboobeh Tayebi, Jorge Tadeu Fim Rosas, Wanderson de Sousa Mendes, Raúl R. Poppiel, Yaser Ostovari, Luis Fernando Chimelo Ruiz, Natasha Valadares dos Santos, Carlos Eduardo Pellegrino Cerri, Sérgio Henrique Godinho Silva, Nilton Curi, Nélida Elizabet Quiñonez Silvero, José Alexandre Melo Demattê
Drivers of Organic Carbon Stocks in Different LULC History and along Soil Depth for a 30 Years Image Time Series. Remote. Sens. 13 (11) (2021)
Asa Gholizadeh, João Augusto Coblinski, Mohammadmehdi Saberioon, Eyal Ben-Dor, Ondrej Drábek, José Alexandre Melo Demattê, Lubos Boruvka, Karel Nemecek, Sabine Chabrillat, Julie Dajcl
vis-NIR and XRF Data Fusion and Feature Selection to Estimate Potentially Toxic Elements in Soil. Sensors 21 (7) (2021)
Nikolaos Tziolas, Nikolaos L. Tsakiridis, Sabine Chabrillat, José Alexandre Melo Demattê, Eyal Ben-Dor, Asa Gholizadeh, George C. Zalidis, Bas van Wesemael
Earth Observation Data-Driven Cropland Soil Monitoring: A Review. Remote. Sens. 13 (21) (2021)
Raúl R. Poppiel, Marilusa P. C. Lacerda, Rodnei Rizzo, José Lucas Safanelli, Benito Roberto Bonfatti, Nélida Elizabet Quiñonez Silvero, José Alexandre Melo Demattê
Soil Color and Mineralogy Mapping Using Proximal and Remote Sensing in Midwest Brazil. Remote. Sens. 12 (7) (2020)
José Lucas Safanelli, Raúl R. Poppiel, Luis Fernando Chimelo Ruiz, Benito Roberto Bonfatti, Fellipe Alcantara de Oliveira Mello, Rodnei Rizzo, José Alexandre Melo Demattê
Terrain Analysis in Google Earth Engine: A Method Adapted for High-Performance Global-Scale Analysis. ISPRS Int. J. Geo Inf. 9 (6) (2020)
José Lucas Safanelli, Sabine Chabrillat, Eyal Ben-Dor, José Alexandre Melo Demattê
Multispectral Models from Bare Soil Composites for Mapping Topsoil Properties over Europe. Remote. Sens. 12 (9) (2020)
Raúl R. Poppiel, Marilusa P. C. Lacerda, José Lucas Safanelli, Rodnei Rizzo, Manuel P. Oliveira, Jean J. Novais, José Alexandre Melo Demattê
Mapping at 30 m Resolution of Soil Attributes at Multiple Depths in Midwest Brazil. Remote. Sens. 11 (24) (2019)
Caio T. Fongaro, José Alexandre Melo Demattê, Rodnei Rizzo, José Lucas Safanelli, Wanderson de Sousa Mendes, André Carnieletto Dotto, Luiz Eduardo Vicente, Marston Héracles Domingues Franceschini, Susan L. Ustin
Improvement of Clay and Sand Quantification Based on a Novel Approach with a Focus on Multispectral Satellite Images. Remote. Sens. 10 (10) (2018)
Bruna C. Gallo, José Alexandre Melo Demattê, Rodnei Rizzo, José Lucas Safanelli, Wanderson de Sousa Mendes, Igo F. Lepsch, Marcus V. Sato, Danilo J. Romero, Marilusa P. C. Lacerda
Multi-Temporal Satellite Images on Topsoil Attribute Quantification and the Relationship with Soil Classes and Geology. Remote. Sens. 10 (10) (2018)
Marilusa P. C. Lacerda, José Alexandre Melo Demattê, Marcus V. Sato, Caio T. Fongaro, Bruna C. Gallo, Arnaldo B. Souza
Tropical Texture Determination by Proximal Sensing Using a Regional Spectral Library and Its Relationship with Soil Classification. Remote. Sens. 8 (9) (2016)
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)
Nima Ahmadian, José Alexandre Melo Demattê, Dandan Xu, Erik Borg, Reinhard Zölitz
A New Concept of Soil Line Retrieval from Landsat 8 Images for Estimating Plant Biophysical Parameters. Remote. Sens. 8 (9) (2016)
Marston Héracles Domingues Franceschini, José Alexandre Melo Demattê, F. da Silva Terra, L. E. Vicente, Harm M. Bartholomeus, Carlos Roberto de Souza Filho
Prediction of soil properties using imaging spectroscopy: Considering fractional vegetation cover to improve accuracy. Int. J. Appl. Earth Obs. Geoinformation 38 (2015)
Hiroki Yoshioka, Tomoaki Miura, José Alexandre Melo Demattê, Karim Batchily, Alfredo R. Huete
Soil Line Influences on Two-Band Vegetation Indices and Vegetation Isolines: A Numerical Study. Remote. Sens. 2 (2) (2010)
José Alexandre Melo Demattê, Peterson R. Fiorio, Suzana R. Araújo
Variation of Routine Soil Analysis When Compared with Hyperspectral Narrow Band Sensing Method. Remote. Sens. 2 (8) (2010)
Hiroki Yoshioka, Tomoaki Miura, José Alexandre Melo Demattê, Karim Batchily, Alfredo R. Huete
Derivation of Soil Line Influence on Two-Band Vegetation Indices and Vegetation Isolines. Remote. Sens. 1 (4) (2009)