A new methodological framework for geophysical sensor combinations associated with machine learning algorithms to understand soil attributes von 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

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Soil texture prediction using portable X-ray fluorescence spectrometry and visible near-infrared diffuse reflectance spectroscopy von Benedet, Lucas, Faria, Wilson Missina, Silva, Sérgio Henrique Godinho, Mancini, Marcelo, Demattê, José Alexandre Melo, Guilherme, Luiz Roberto Guimarães, Curi, Nilton

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High resolution middle eastern soil attributes mapping via open data and cloud computing von 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

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Applied gamma-ray spectrometry for evaluating tropical soil processes and attributes von 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

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The role of abrupt climate change in the formation of an open vegetation enclave in northern Amazonia during the late Quaternary von 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

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Geospatial Soil Sensing System (GEOS3): A powerful data mining procedure to retrieve soil spectral reflectance from satellite images von Demattê, José Alexandre Melo, Fongaro, Caio Troula, Rizzo, Rodnei, Safanelli, José Lucas

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Tracing the origin of deposited sediments: A study applying proximal sensing in a drainage subbasin von Lima, Wellington de, Mancini, Marcelo, Avanzi, Junior Cesar, Silva, Sérgio Henrique Godinho, Acuña-Guzman, Salvador Francisco, Demattê, José Alexandre Melo, Curi, Nilton

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Black soils in the Araripe basin, Northeast Brazil: Organic and inorganic carbon accumulation in a Chernozem-Kastanozem-Phaeozem sequence von 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

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Carbonates and organic matter in soils characterized by reflected energy from 350–25000 nm wavelength von Asgari, Najmeh, Ayoubi, Shamsollah, Demattê, Jose Alexandre Melo, Dotto, André Carnieletto

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Bridging the gap between soil spectroscopy and traditional laboratory: Insights for routine implementation von Poppiel, Raul Roberto, Paiva, Ariane Francine da Silveira, Demattê, José Alexandre Melo

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Application of Vegetative Indices for Leaf Nitrogen Estimation in Sugarcane Using Hyperspectral Data von Martins, Juliano Araújo, Fiorio, Peterson Ricardo, Silva, Carlos Augusto Alves Cardoso, Demattê, José Alexandre Melo, Silva Barros, Pedro Paulo da

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Ground Observations and Environmental Covariates Integration for Mapping of Soil Salinity: A Machine Learning-Based Approach von Naimi, Salman, Ayoubi, Shamsollah, Zeraatpisheh, Mojtaba, Dematte, Jose Alexandre Melo

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Effect of the internal soil standard on the spectral assessment of clay content von Francos, Nicolas, Gholizadeh, Asa, Demattê, José Alexandre Melo, Ben-Dor, Eyal

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Soil variability and quantification based on Sentinel-2 and Landsat-8 bare soil images: A comparison von 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

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Quantification of some intrinsic soil properties using proximal sensing in arid lands: Application of Vis-NIR, MIR, and pXRF spectroscopy von Naimi, Salman, Ayoubi, Shamsollah, Di Raimo, Luis Augusto Di Loreto, Dematte, Jose Alexandre Melo

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Genesis and properties of wetland soils by VIS-NIR-SWIR as a technique for environmental monitoring von 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

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Soil subgroup prediction via portable X-ray fluorescence and visible near-infrared spectroscopy von Benedet, Lucas, Faria, Wilson Missina, Silva, Sérgio Henrique Godinho, Mancini, Marcelo, Guilherme, Luiz Roberto Guimarães, Demattê, José Alexandre Melo, Curi, Nilton

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Pedogenesis on Jurassic formations in the Araripe Basin, northeastern Brazil: Weathering and parent material von 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

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Improving the generalization error and transparency of regression models to estimate soil organic carbon using soil reflectance data von 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

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Soil loss estimation using RUSLE model, GIS and remote sensing techniques: A case study from the Dembecha Watershed, Northwestern Ethiopia von Ostovari, Yaser, Ghorbani-Dashtaki, Shoja, Bahrami, Hossein-Ali, Naderi, Mehdi, Dematte, Jose Alexandre Melo

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