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)
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Journal Article
Soil texture prediction using portable X-ray fluorescence spectrometry and visible near-infrared diffuse reflectance spectroscopy
Benedet, Lucas, Faria, Wilson Missina, Silva, Sérgio Henrique Godinho, Mancini, Marcelo, Demattê, José Alexandre Melo, Guilherme, Luiz Roberto Guimarães, Curi, Nilton
Published in Geoderma (15.10.2020)
Published in Geoderma (15.10.2020)
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Journal Article
High resolution middle eastern soil attributes mapping via open data and cloud computing
Poppiel, Raúl Roberto, Demattê, José Alexandre Melo, Rosin, Nícolas Augusto, Campos, Lucas Rabelo, Tayebi, Mahboobeh, Bonfatti, Benito Roberto, Ayoubi, Shamsollah, Tajik, Samaneh, Afshar, Farideh Abbaszadeh, Jafari, Azam, Hamzehpour, Nikou, Taghizadeh-Mehrjardi, Ruhollah, Ostovari, Yaser, Asgari, Najmeh, Naimi, Salman, Nabiollahi, Kamal, Fathizad, Hassan, Zeraatpisheh, Mojtaba, Javaheri, Fatemeh, Doustaky, Maryam, Naderi, Mehdi, Dehghani, Somayeh, Atash, Saeedeh, Farshadirad, Akram, Mirzaee, Salman, Shahriari, Ali, Ghorbani, Maryam, Rahmati, Mehdi
Published in Geoderma (01.03.2021)
Published in Geoderma (01.03.2021)
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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)
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Journal Article
The role of abrupt climate change in the formation of an open vegetation enclave in northern Amazonia during the late Quaternary
Zular, André, Sawakuchi, André Oliveira, Chiessi, Cristiano Mazur, d’Horta, Fernando Mendonça, Cruz, Francisco William, Demattê, José Alexandre Melo, Ribas, Camila Cherem, Hartmann, Gelvam André, Giannini, Paulo César Fonseca, Soares, Emílio Alberto Amaral
Published in Global and planetary change (01.01.2019)
Published in Global and planetary change (01.01.2019)
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Journal Article
Black soils in the Araripe basin, Northeast Brazil: Organic and inorganic carbon accumulation in a Chernozem-Kastanozem-Phaeozem sequence
Pinheiro Junior, Carlos Roberto, Tavares, Tiago Rodrigues, Oliveira, Fábio Soares de, Santos, Otavio Augusto Queiroz dos, Demattê, José Alexandre Melo, García, Andrés Calderin, Anjos, Lúcia Helena Cunha dos, Pereira, Marcos Gervasio
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
Application of Vegetative Indices for Leaf Nitrogen Estimation in Sugarcane Using Hyperspectral Data
Martins, Juliano Araújo, Fiorio, Peterson Ricardo, Silva, Carlos Augusto Alves Cardoso, Demattê, José Alexandre Melo, Silva Barros, Pedro Paulo da
Published in Sugar tech : an international journal of sugar crops & related industries (01.02.2024)
Published in Sugar tech : an international journal of sugar crops & related industries (01.02.2024)
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Journal Article
Obtaining high-resolution synthetic soil imagery for topsoil mapping
Ruiz, Luis Fernando Chimelo, Dematte, José Alexandre Melo, Safanelli, José Lucas, Rizzo, Rodnei, Silvero, Nelida E. Q., Rosin, Nícolas Augusto, Campos, Lucas Rabelo
Published in Remote sensing letters (01.02.2022)
Published in Remote sensing letters (01.02.2022)
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Journal Article
Geospatial Soil Sensing System (GEOS3): A powerful data mining procedure to retrieve soil spectral reflectance from satellite images
Demattê, José Alexandre Melo, Fongaro, Caio Troula, Rizzo, Rodnei, Safanelli, José Lucas
Published in Remote sensing of environment (01.06.2018)
Published in Remote sensing of environment (01.06.2018)
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Journal Article
Effect of the internal soil standard on the spectral assessment of clay content
Francos, Nicolas, Gholizadeh, Asa, Demattê, José Alexandre Melo, Ben-Dor, Eyal
Published in Geoderma (15.08.2022)
Published in Geoderma (15.08.2022)
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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
Ground Observations and Environmental Covariates Integration for Mapping of Soil Salinity: A Machine Learning-Based Approach
Naimi, Salman, Ayoubi, Shamsollah, Zeraatpisheh, Mojtaba, Dematte, Jose Alexandre Melo
Published in Remote sensing (Basel, Switzerland) (01.12.2021)
Published in Remote sensing (Basel, Switzerland) (01.12.2021)
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Journal Article
Genesis and properties of wetland soils by VIS-NIR-SWIR as a technique for environmental monitoring
Demattê, José Alexandre Melo, Horák-Terra, Ingrid, Beirigo, Raphael Moreira, Terra, Fabrício da Silva, Marques, Karina Patrícia Prazeres, Fongaro, Caio Troula, Silva, Alexandre Christófaro, Vidal-Torrado, Pablo
Published in Journal of environmental management (15.07.2017)
Published in Journal of environmental management (15.07.2017)
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Journal Article
Quantification of some intrinsic soil properties using proximal sensing in arid lands: Application of Vis-NIR, MIR, and pXRF spectroscopy
Naimi, Salman, Ayoubi, Shamsollah, Di Raimo, Luis Augusto Di Loreto, Dematte, Jose Alexandre Melo
Published in Geoderma Regional (01.03.2022)
Published in Geoderma Regional (01.03.2022)
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Journal Article
Soil subgroup prediction via portable X-ray fluorescence and visible near-infrared spectroscopy
Benedet, Lucas, Faria, Wilson Missina, Silva, Sérgio Henrique Godinho, Mancini, Marcelo, Guilherme, Luiz Roberto Guimarães, Demattê, José Alexandre Melo, Curi, Nilton
Published in Geoderma (15.04.2020)
Published in Geoderma (15.04.2020)
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Journal Article
Pedogenesis on Jurassic formations in the Araripe Basin, northeastern Brazil: Weathering and parent material
Pinheiro Junior, Carlos Roberto, Tavares, Tiago Rodrigues, Pereira, Marcos Gervasio, Furquim, Sheila Aparecida Correia, Terra, Fabrício da Silva, Anjos, Lúcia Helena Cunha dos, Demattê, José Alexandre Melo, Azevedo, Antônio Carlos de, Oliveira, Fábio Soares de
Published in Catena (Giessen) (01.04.2023)
Published in Catena (Giessen) (01.04.2023)
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Journal Article
Improving the generalization error and transparency of regression models to estimate soil organic carbon using soil reflectance data
dos Santos, Erli Pinto, Moreira, Michel Castro, Fernandes-Filho, Elpídio Inácio, Demattê, José Alexandre Melo, Santos, Uemeson José dos, da Silva, Demetrius David, Cruz, Renata Ranielly Pedroza, Moura-Bueno, Jean Michel, Santos, Isabel Caligiorne, Sampaio, Everardo Valadares de Sá Barreto
Published in Ecological informatics (01.11.2023)
Published in Ecological informatics (01.11.2023)
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Journal Article