The influence of training sample size on the accuracy of deep learning models for the prediction of soil properties with near-infrared spectroscopy data
Ng, Wartini, Minasny, Budiman, Mendes, Wanderson de Sousa, Demattê, José Alexandre Melo
Published in Soil (17.11.2020)
Published in Soil (17.11.2020)
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Journal Article
Improvement of Clay and Sand Quantification Based on a Novel Approach with a Focus on Multispectral Satellite Images
Fongaro, Caio, Demattê, José, Rizzo, Rodnei, Lucas Safanelli, José, Mendes, Wanderson, Dotto, André, Vicente, Luiz, Franceschini, Marston, Ustin, Susan
Published in Remote sensing (Basel, Switzerland) (01.10.2018)
Published in Remote sensing (Basel, Switzerland) (01.10.2018)
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Journal Article
Geostatistics or machine learning for mapping soil attributes and agricultural practices
Mendes, Wanderson de Sousa, Demattê, José Alexandre Melo, Barros, Arnaldo Sousa e, Salazar, Diego Fernando Urbina, Amorim, Merilyn Taynara Accorsi
Published in Revista Ceres (01.08.2020)
Published in Revista Ceres (01.08.2020)
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Journal Article
Soil degradation index developed by multitemporal remote sensing images, climate variables, terrain and soil atributes
Nascimento, Claudia Maria, de Sousa Mendes, Wanderson, Quiñonez Silvero, Nélida Elizabet, Poppiel, Raúl Roberto, Sayão, Veridiana Maria, Dotto, André Carnieletto, Valadares dos Santos, Natasha, Accorsi Amorim, Merilyn Taynara, Demattê, José A.M.
Published in Journal of environmental management (01.01.2021)
Published in Journal of environmental management (01.01.2021)
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Journal Article
A novel framework to estimate soil mineralogy using soil spectroscopy
Mendes, Wanderson de Sousa, Demattê, José A.M., Bonfatti, Benito Roberto, Resende, Maria Eduarda B., Campos, Lucas Rabelo, Costa, Antonio Carlos Saraiva da
Published in Applied geochemistry (01.04.2021)
Published in Applied geochemistry (01.04.2021)
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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)
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Journal Article
The Brazilian soil Mid-infrared Spectral Library: The Power of the Fundamental Range
Mendes, Wanderson de Sousa, Demattê, José A.M., Rosin, Nícolas Augusto, Terra, Fabricio da Silva, Poppiel, Raul R., Urbina-Salazar, Diego F., Boechat, Cácio Luiz, Silva, Elisângela Benedet, Curi, Nilton, Silva, Sérgio Henrique Godinho, José dos Santos, Uemeson, Souza Valladares, Gustavo
Published in Geoderma (01.06.2022)
Published in Geoderma (01.06.2022)
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Journal Article
Drivers of Organic Carbon Stocks in Different LULC History and along Soil Depth for a 30 Years Image Time Series
Tayebi, Mahboobeh, Fim Rosas, Jorge Tadeu, Mendes, Wanderson de Sousa, Poppiel, Raul Roberto, Ostovari, Yaser, Ruiz, Luis Fernando Chimelo, dos Santos, Natasha Valadares, Cerri, Carlos Eduardo Pellegrino, Silva, Sérgio Henrique Godinho, Curi, Nilton, Silvero, Nélida Elizabet Quiñonez, Demattê, José A. M.
Published in Remote sensing (Basel, Switzerland) (01.06.2021)
Published in Remote sensing (Basel, Switzerland) (01.06.2021)
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Journal Article
Near-infrared spectroscopy for prediction of potentially toxic elements in soil and sediments from a semiarid and coastal humid tropical transitional river basin
Jamil Maia, Angelo, Cabral Nascimento, Rennan, Jacques Agra Bezerra da Silva, Ygor, Williams Araújo do Nascimento, Clístenes, de Sousa Mendes, Wanderson, Germano Veras Neto, José, Coelho de Araújo Filho, José, Tiecher, Tales, Jacques Agra Bezerra da Silva, Yuri
Published in Microchemical journal (01.08.2022)
Published in Microchemical journal (01.08.2022)
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Journal Article
Land use/land cover changes and bare soil surface temperature monitoring in southeast Brazil
Sayão, Veridiana Maria, dos Santos, Natasha Valadares, de Sousa Mendes, Wanderson, Marques, Karina P.P., Safanelli, José Lucas, Poppiel, Raul Roberto, Demattê, José A.M.
Published in Geoderma Regional (01.09.2020)
Published in Geoderma Regional (01.09.2020)
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Journal Article
Fine-scale soil mapping with Earth Observation data: a multiple geographic level comparison
José Lucas Safanelli, José Alexandre Melo Demattê, Natasha Valadares dos Santos, Jorge Tadeu Fim Rosas, Nélida Elizabet Quiñonez Silvero, Benito Roberto Bonfatti, Wanderson de Sousa Mendes
Published in Revista Brasileira de Ciência do Solo (01.01.2021)
Published in Revista Brasileira de Ciência do Solo (01.01.2021)
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Journal Article
Soil spectral library of Piauí State using machine learning for laboratory analysis in Northeastern Brazil
Wanderson de Sousa Mendes, Cácio Luiz Boechat, Adriano Venicius Santana Gualberto, Ronny Sobreira Barbosa, Yuri Jacques Agra Bezerra da Silva, Paloma Cunha Saraiva, Antonny Francisco Sampaio de Sena, Lizandra de Sousa Luz Duarte
Published in Revista Brasileira de Ciência do Solo (01.01.2021)
Published in Revista Brasileira de Ciência do Solo (01.01.2021)
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Journal Article
Chemical attributes of agricultural soil after the cultivation of cover crops
Sousa, Daiane Conceição de, Medeiros, João Carlos, Rosa, Jaqueline Dalla, Lacerda, Julian Junio de Jesus, Mafra, Álvaro Luiz, Mendes, Wanderson de Sousa
Published in Australian Journal of Crop Science (01.11.2017)
Published in Australian Journal of Crop Science (01.11.2017)
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Journal Article
Development and productivity of maize in response to spatial arrangement under semiarid condition of Northeastern Brazil
Mendes, Wanderson de Sousa, Drews, Tiago Augusto, Medeiros, João Carlos, Rosa, Jaqueline Dalla, Gualberto, Adriano Venicius Santana, Mielezrski, Fábio
Published in Australian Journal of Crop Science (01.03.2017)
Published in Australian Journal of Crop Science (01.03.2017)
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Journal Article
Peatlands spectral data influence in global spectral modelling of soil organic carbon and total nitrogen using visible-near-infrared spectroscopy
Mendes, Wanderson de Sousa, Sommer, Michael, Koszinski, Sylvia, Wehrhan, Marc
Published in Journal of environmental management (01.09.2022)
Published in Journal of environmental management (01.09.2022)
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Journal Article
Soil variability and quantification based on Sentinel-2 and Landsat-8 bare soil images: A comparison
Silvero, Nélida Elizabet Quiñonez, Demattê, José Alexandre Melo, Amorim, Merilyn Taynara Accorsi, Santos, Natasha Valadares dos, Rizzo, Rodnei, Safanelli, José Lucas, Poppiel, Raul Roberto, Mendes, Wanderson de Sousa, Bonfatti, Benito Roberto
Published in Remote sensing of environment (01.01.2021)
Published in Remote sensing of environment (01.01.2021)
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Journal Article
Digital soil mapping outputs on soil classification and sugarcane production in Brazil
Mendes, Wanderson de Sousa, Demattê, José A.M.
Published in Journal of South American earth sciences (01.06.2022)
Published in Journal of South American earth sciences (01.06.2022)
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Journal Article
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)
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Journal Article