Soil property maps with satellite images at multiple scales and its impact on management and classification
Silvero, Nélida E.Q., Demattê, José A.M., Vieira, Julia de Souza, Mello, Fellipe Alcântara de Oliveira, Amorim, Merilyn Taynara Accorsi, Poppiel, Raul Roberto, Mendes, Wanderson de Sousa, Bonfatti, Benito Roberto
Published in Geoderma (01.09.2021)
Published in Geoderma (01.09.2021)
Get full text
Journal Article
Bare Earth’s Surface Spectra as a Proxy for Soil Resource Monitoring
Demattê, José A. M., Safanelli, José Lucas, Poppiel, Raul Roberto, Rizzo, Rodnei, Silvero, Nélida Elizabet Quiñonez, Mendes, Wanderson de Sousa, Bonfatti, Benito Roberto, Dotto, André Carnieletto, Salazar, Diego Fernando Urbina, Mello, Fellipe Alcântara de Oliveira, Paiva, Ariane Francine da Silveira, Souza, Arnaldo Barros, Santos, Natasha Valadares dos, Maria Nascimento, Cláudia, Mello, Danilo Cesar de, Bellinaso, Henrique, Gonzaga Neto, Luiz, Amorim, Merilyn Taynara Accorsi, Resende, Maria Eduarda Bispo de, Vieira, Julia da Souza, Queiroz, Louise Gunter de, Gallo, Bruna Cristina, Sayão, Veridiana Maria, Lisboa, Caroline Jardim da Silva
Published in Scientific reports (10.03.2020)
Published in Scientific reports (10.03.2020)
Get full text
Journal Article
Applied gamma-ray spectrometry for evaluating tropical soil processes and attributes
César de Mello, Danilo, Alexandre Melo Demattê, José, Alcantara de Oliveira Mello, Fellipe, Roberto Poppiel, Raul, ElizabetQuiñonez Silvero, Nélida, Lucas Safanelli, José, Barros e Souza, Arnaldo, Augusto Di Loreto Di Raimo, Luis, Rizzo, Rodnei, Eduarda Bispo Resende, Maria, Ernesto Gonçalves Reynaud Schaefer, Carlos
Published in Geoderma (01.01.2021)
Published in Geoderma (01.01.2021)
Get full text
Journal Article
Pedogenetic processes operating at different intensities inferred by geophysical sensors and machine learning algorithms
César de Mello, Danilo, Osório Ferreira, Tiago, Vieira Veloso, Gustavo, Guedes de Lana, Marcos, Alcantara de Oliveira Mello, Fellipe, Augusto Di Loreto Di Raimo, Luis, Ernesto Gonçalves Reynaud Schaefer, Carlos, Rocha Francelino, Márcio, Inácio Fernandes-Filho, Elpídio, A.M. Demattê, José
Published in Catena (Giessen) (01.09.2022)
Published in Catena (Giessen) (01.09.2022)
Get full text
Journal Article
A new methodological framework for geophysical sensor combinations associated with machine learning algorithms to understand soil attributes
Mello, Danilo César de, Veloso, Gustavo Vieira, Lana, Marcos Guedes de, Mello, Fellipe Alcantara de Oliveira, Poppiel, Raul Roberto, Cabrero, Diego Ribeiro Oquendo, Di Raimo, Luis Augusto Di Loreto, Schaefer, Carlos Ernesto Gonçalves Reynaud, Filho, Elpídio Inácio Fernandes, Leite, Emilson Pereira, Demattê, José Alexandre Melo
Published in Geoscientific Model Development (10.02.2022)
Published in Geoscientific Model Development (10.02.2022)
Get full text
Journal Article
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning
Naimi, Salman, Ayoubi, Shamsollah, Demattê, José A. M., Zeraatpisheh, Mojtaba, Amorim, Merilyn Taynara Accorsi, Mello, Fellipe Alcântara de Oliveira
Published in Geocarto international (13.12.2022)
Published in Geocarto international (13.12.2022)
Get full text
Journal Article
Improvement of spatial prediction of soil depth via earth observation
Pimenta Barbosa de Sousa, Gabriel, Tayebi, Mahboobeh, Rabelo Campos, Lucas, Greschuk, Lucas T., Taynara Accorsi Amorim, Merilyn, Tadeu Fim Rosas, Jorge, Alcantara de Oliveira Mello, Fellipe, Chen, Songchao, Ayoubi, Shamsollah, A. M. Demattê, José
Published in Catena (Giessen) (01.04.2023)
Published in Catena (Giessen) (01.04.2023)
Get full text
Journal Article
Terrain Analysis in Google Earth Engine: A Method Adapted for High-Performance Global-Scale Analysis
Safanelli, José, Poppiel, Raul, Ruiz, Luis, Bonfatti, Benito, Mello, Fellipe, Rizzo, Rodnei, Demattê, José
Published in ISPRS international journal of geo-information (01.06.2020)
Published in ISPRS international journal of geo-information (01.06.2020)
Get full text
Journal Article
A sensors-based profile heterogeneity index for soil characterization
Barros e Souza, Arnaldo, Demattê, José A.M., Bellinaso, Henrique, Mello, Danilo César de, da Silva Lisboa, Caroline Jardim, de Oliveira Mello, Fellipe Alcantara, Marques, Karina P.P., de Resende, Maria Eduarda Bispo, Reis, Josimar Vieira, Mancini, Marcelo, Silva, Sérgio Henrique Godinho, Curi, Nilton
Published in Catena (Giessen) (01.12.2021)
Published in Catena (Giessen) (01.12.2021)
Get full text
Journal Article
Correction: Demattê et al. The Brazilian Soil Spectral Service (BraSpecS): A User-Friendly System for Global Soil Spectra Communication. Remote Sens. 2022, 14, 740
Demattê, José A. M., Paiva, Ariane Francine da Silveira, Poppiel, Raul Roberto, Rosin, Nícolas Augusto, Ruiz, Luis Fernando Chimelo, Mello, Fellipe Alcantara de Oliveira, Minasny, Budiman, Grunwald, Sabine, Ge, Yufeng, Dor, Eyal Ben, Gholizadeh, Asa, Gomez, Cecile, Chabrillat, Sabine, Francos, Nicolas, Ayoubi, Shamsollah, Fiantis, Dian, Biney, James Kobina Mensah, Wang, Changkun, Belal, Abdelaziz, Naimi, Salman, Hafshejani, Najmeh Asgari, Bellinaso, Henrique, Moura-Bueno, Jean Michel, Silvero, Nélida E. Q.
Published in Remote sensing (Basel, Switzerland) (01.03.2022)
Published in Remote sensing (Basel, Switzerland) (01.03.2022)
Get full text
Journal Article
Digital mapping of soil weathering using field geophysical sensor data coupled with covariates and machine learning
Mello, Danilo César de, Ferreira, Tiago Osório, Veloso, Gustavo Vieira, de Lana, Marcos Guedes, Mello, Fellipe Alcantara de Oliveira, Di Raimo, Luis Augusto Di Loreto, Cabrero, Diego Ribeiro Oquendo, de Souza, José João Lelis Leal, Fernandes-Filho, Elpídio Inácio, Francelino, Márcio Rocha, Demattê, José A.M.
Published in Journal of South American earth sciences (01.08.2023)
Published in Journal of South American earth sciences (01.08.2023)
Get full text
Journal Article
The Brazilian Soil Spectral Service (BraSpecS): A User-Friendly System for Global Soil Spectra Communication
Demattê, José A. M., Paiva, Ariane Francine da Silveira, Poppiel, Raul Roberto, Rosin, Nícolas Augusto, Ruiz, Luis Fernando Chimelo, Mello, Fellipe Alcantara de Oliveira, Minasny, Budiman, Grunwald, Sabine, Ge, Yufeng, Ben Dor, Eyal, Gholizadeh, Asa, Gomez, Cecile, Chabrillat, Sabine, Francos, Nicolas, Ayoubi, Shamsollah, Fiantis, Dian, Biney, James Kobina Mensah, Wang, Changkun, Belal, Abdelaziz, Naimi, Salman, Hafshejani, Najmeh Asgari, Bellinaso, Henrique, Moura-Bueno, Jean Michel, Silvero, Nélida E. Q.
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
Get full text
Journal Article
Soil apparent electrical conductivity survey in different pedoenvironments by geophysical sensor EM38: a potential tool in pedology and pedometry studies
Mello, Danilo César de, Safanelli, José Lucas, Poppiel, Raul Roberto, Veloso, Gustavo Vieira, Cabrero, Diego Ribeiro Oquendo, Greschuk, Lucas Tadeu, de Oliveira Mello, Fellipe Alcantara, Francelino, Marcio Rocha, Ker, João Carlos, Leite, Emilson Pereira, Fernandes-Filho, Elpídio Inácio, Schaefer, Carlos Ernesto Gonçalves Reynaud, Demattê, José A. M.
Published in Geocarto international (13.12.2022)
Published in Geocarto international (13.12.2022)
Get full text
Journal Article
Integrating proximal geophysical sensing and machine learning for digital soil mapping: Spatial prediction and model evaluation using a small dataset
Mello, Danilo César de, Veloso, Gustavo Vieira, Mello, Murilo Ferre de, Lana, Marcos Guedes de, Oliveira, Isabelle de Angeli, Mello, Fellipe Alcantara de Oliveira, Siqueira, Rafael Gomes, Gomes, Lucas Carvalho, Fernandes-Filho, Elpídio Inácio, Schaefer, Carlos Ernesto Gonçalves Reynaud, Francelino, Márcio Rocha, Leite, Emilson Pereira, Ferreira, Tiago Osório, Demattê, José Alexandre Melo
Published in Soil Advances (01.06.2025)
Published in Soil Advances (01.06.2025)
Get full text
Journal Article