Search Results - "Linares Pádua Júnior, Alceu"

Rapid soil fertility prediction using X-ray fluorescence data and machine learning algorithms by Benedet, Lucas, Acuña-Guzman, Salvador F., Faria, Wilson Missina, Silva, Sérgio Henrique Godinho, Mancini, Marcelo, Teixeira, Anita Fernanda dos Santos, Pierangeli, Luiza Maria Pereira, Acerbi Júnior, Fausto Weimar, Gomide, Lucas Rezende, Pádua Júnior, Alceu Linares, Souza, Igor Alexandre de, de Menezes, Michele Duarte, Marques, João José, Guilherme, Luiz Roberto Guimarães, Curi, Nilton

“…[Display omitted] •1975 samples of varied soils were analyzed for fertility and elemental contents.•pXRF data was successfully used to rapidly predict soil…”
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Soil texture prediction in tropical soils: A portable X-ray fluorescence spectrometry approach by Silva, Sérgio Henrique Godinho, Weindorf, David C., Pinto, Leandro Campos, Faria, Wilson Missina, Acerbi Junior, Fausto Weimar, Gomide, Lucas Rezende, de Mello, José Márcio, de Pádua Junior, Alceu Linares, de Souza, Igor Alexandre, Teixeira, Anita Fernanda dos Santos, Guilherme, Luiz Roberto Guimarães, Curi, Nilton

“…•Soil texture of 1565 samples was determined and analyzed with pXRF in Brazil.•pXRF data was successfully predicted soil texture through SVM and RF…”
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Modeling and prediction of sulfuric acid digestion analyses data from PXRF spectrometry in tropical soils by Silva, Sérgio Henrique Godinho, Silva, Elen Alvarenga, Poggere, Giovana Clarice, Pádua Junior, Alceu Linares, Gonçalves, Mariana Gabriele Marcolino, Guilherme, Luiz Roberto Guimarães, Curi, Nilton

“…ABSTRACT Sulfuric acid digestion analyses (SAD) provide useful information to environmental studies, in terms of the geochemical balance of nutrients, parent…”
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Tropical soil pH and sorption complex prediction via portable X-ray fluorescence spectrometry by dos Santos Teixeira, Anita Fernanda, Henrique Procópio Pelegrino, Marcelo, Missina Faria, Wilson, Henrique Godinho Silva, Sérgio, Gabriela Marcolino Gonçalves, Mariana, Weimar Acerbi Júnior, Fausto, Rezende Gomide, Lucas, Linares Pádua Júnior, Alceu, de Souza, Igor Alexandre, Chakraborty, Somsubhra, Weindorf, David C., Roberto Guimarães Guilherme, Luiz, Curi, Nilton

“…•pXRF was used to predict five different soil properties in tropical soils.•Three different algorithms were tested and compared: Cubist, RF and SMLR.•Sum of…”
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