Mapping Particle Size and Soil Organic Matter in Tropical Soil Based on Hyperspectral Imaging and Non-Imaging Sensors
Nanni, Marcos Rafael, Demattê, José Alexandre Melo, Rodrigues, Marlon, Santos, Glaucio Leboso Alemparte Abrantes dos, Reis, Amanda Silveira, Oliveira, Karym Mayara de, Cezar, Everson, Furlanetto, Renato Herrig, Crusiol, Luís Guilherme Teixeira, Sun, Liang
Published in Remote sensing (Basel, Switzerland) (01.05.2021)
Published in Remote sensing (Basel, Switzerland) (01.05.2021)
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Journal Article
Diffuse Reflectance Infrared Fourier Transform (DRIFT) Spectroscopy to Assess Decomposition Dynamics of Sugarcane Straw
Pimentel, Laisa Gouveia, Barreto, Matheus Sampaio Carneiro, da Silva Oliveira, Dener Márcio, Cherubin, Maurício Roberto, Demattê, José Alexandre Melo, Cerri, Carlos Eduardo Pellegrino, Cerri, Carlos Clemente
Published in Bioenergy research (01.12.2019)
Published in Bioenergy research (01.12.2019)
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Journal Article
Potential use of hyperspectral data to monitor sugarcane nitrogen status
Martins, Juliano Araujo, Fiorio, Peterson Ricardo, Barros, Pedro Paulo da Silva, Demattê, José Alexandre Melo, Molin, José Paulo, Cantarella, Heitor, Neale, Christopher Michael Usher
Published in Acta scientiarum. Agronomy (01.01.2021)
Published in Acta scientiarum. Agronomy (01.01.2021)
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Journal Article
Diffuse reflectance spectroscopy for estimating soil properties: A technology for the 21st century
Viscarra Rossel, Raphael A., Behrens, Thorsten, Ben‐Dor, Eyal, Chabrillat, Sabine, Demattê, José Alexandre Melo, Ge, Yufeng, Gomez, Cecile, Guerrero, César, Peng, Yi, Ramirez‐Lopez, Leonardo, Shi, Zhou, Stenberg, Bo, Webster, Richard, Winowiecki, Leigh, Shen, Zefang
Published in European journal of soil science (01.07.2022)
Published in European journal of soil science (01.07.2022)
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Journal Article
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
Soil Color and Mineralogy Mapping Using Proximal and Remote Sensing in Midwest Brazil
Poppiel, Raúl Roberto, Lacerda, Marilusa Pinto Coelho, Rizzo, Rodnei, Safanelli, José Lucas, Bonfatti, Benito Roberto, Silvero, Nélida Elizabet Quiñonez, Demattê, José Alexandre Melo
Published in Remote sensing (Basel, Switzerland) (01.04.2020)
Published in Remote sensing (Basel, Switzerland) (01.04.2020)
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Journal Article
Chemical weathering detection in the periglacial landscapes of Maritime Antarctica: New approach using geophysical sensors, topographic variables and machine learning algorithms
de Mello, Danilo César, Veloso, Gustavo Vieira, Moquedace, Cassio Marques, de Angeli Oliveira, Isabelle, Francelino, Márcio Rocha, de Oliveira, Fabio Soares, de Souza, José João Lelis Leal, Gomes, Lucas Carvalho, Schaefer, Carlos Ernesto Gonçalves Reynaud, Fernandes-Filho, Elpídio Inácio, de Medeiros Júnior, Edgar Batista, Demattê, José Alexandre Melo
Published in Geoderma (01.10.2023)
Published in Geoderma (01.10.2023)
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Journal Article
Lisianthus (Eustoma grandiflorum) leaf degradation analysis in the postharvest by VIS-NIR-SWIR reflectance spectroscopy
Barbosa, Thuane Katiúcia Moreira, Fiorio, Peterson Ricardo, Calaboni, Cristiane, Kluge, Ricardo Alfredo, Demattê, José Alexandre Melo, Mattiuz, Claudia Fabrino Machado, Silva, Carlos Augusto Alves Cardoso, Ré, Natália Correr
Published in Ciência rural (01.01.2024)
Published in Ciência rural (01.01.2024)
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Journal Article
Prediction of leaf nitrogen in sugarcane (Saccharum spp.) by Vis-NIR-SWIR spectroradiometry
Fiorio, Peterson Ricardo, Silva, Carlos Augusto Alves Cardoso, Rizzo, Rodnei, Demattê, José Alexandre Melo, Luciano, Ana Cláudia dos Santos, Silva, Marcelo Andrade da
Published in Heliyon (15.03.2024)
Published in Heliyon (15.03.2024)
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Journal Article
A Regional Legacy Soil Dataset for Prediction of Sand and Clay Content with Vis-Nir-Swir, in Southern Brazil
Elisângela Benedet Silva, Élvio Giasson, André Carnieletto Dotto, Alexandre ten Caten, José Alexandre Melo Demattê, Ivan Luiz Zilli Bacic, Milton da Veiga
Published in Revista Brasileira de Ciência do Solo
Published in Revista Brasileira de Ciência do Solo
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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
Precipitation of amorphous iron and aluminum during the weathering of rock dust in soil columns
Silva, Rafael Cipriano da, Guimarães, Clécia Cristina Barbosa, Azevedo, Antonio Carlos de, Alves, Marcelo Rodrigo, Demattê, José Alexandre Melo
Published in Scientia agricola (01.01.2024)
Published in Scientia agricola (01.01.2024)
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Journal Article
Is It Possible to Classify Topsoil Texture Using a Sensor Located 800 km Away from the Surface?
Demattê, José Alexandre Melo, Alves, Marcelo Rodrigo, Terra, Fabricio da Silva, Bosquilia, Raoni Wainer Duarte, Fongaro, Caio Troula, Barros, Pedro Paulo da Silva
Published in Revista Brasileira de Ciência do Solo (2016)
Published in Revista Brasileira de Ciência do Solo (2016)
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Journal Article
Predictive Performance of Mobile Vis–NIR Spectroscopy for Mapping Key Fertility Attributes in Tropical Soils through Local Models Using PLS and ANN
Eitelwein, Mateus Tonini, Tavares, Tiago Rodrigues, Molin, José Paulo, Trevisan, Rodrigo Gonçalves, de Sousa, Rafael Vieira, Demattê, José Alexandre Melo
Published in Automation (Basel) (01.03.2022)
Published in Automation (Basel) (01.03.2022)
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Journal Article
Weathering of soils originated from diabase in the Paraná Basin, São Paulo State, Brazil
Guimarães, Clécia Cristina Barbosa, Demattê, José Alexandre Melo, Azevedo, Antônio Carlos de, Silva, Rafael Cipriano da, Salazar, Diego Fernando Urbina
Published in Ciência agronômica (01.01.2021)
Published in Ciência agronômica (01.01.2021)
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Journal Article
Comparison between detailed digital and conventional soil maps of an area with complex geology
Bazaglia Filho, Osmar, Rizzo, Rodnei, Lepsch, Igo Fernando, Prado, Hélio do, Gomes, Felipe Haenel, Mazza, Jairo Antonio, Demattê, José Alexandre Melo
Published in Revista Brasileira de Ciência do Solo (01.10.2013)
Published in Revista Brasileira de Ciência do Solo (01.10.2013)
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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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