Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery von Osco, Lucas Prado, Nogueira, Keiller, Marques Ramos, Ana Paula, Faita Pinheiro, Mayara Maezano, Furuya, Danielle Elis Garcia, Gonçalves, Wesley Nunes, de Castro Jorge, Lucio André, Marcato Junior, José, dos Santos, Jefersson Alex

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Retraction notice to “A deep learning approach based on graphs to detect plantation lines” [Heliyon Volume 10, Issue 11, 15 June 2024, e31730] von Gonçalves, Diogo Nunes, Junior, Jos'e Marcato, Arruda, Mauro dos Santos de, Marcato Fernandes, Vanessa Jordão, Marques Ramos, Ana Paula, Garcia Furuya, Danielle Elis, Osco, Lucas Prado, He, Hongjie, Andr'e de Castro Jorge, Lucio, Li, Jonathan, Melgani, Farid, Pistori, Hemerson, Gonçalves, Wesley Nunes

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A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements von Osco, Lucas Prado, Ramos, Ana Paula Marques, Faita Pinheiro, Mayara Maezano, Moriya, Érika Akemi Saito, Imai, Nilton Nobuhiro, Estrabis, Nayara, Ianczyk, Felipe, Araújo, Fábio Fernando de, Liesenberg, Veraldo, Jorge, Lúcio André de Castro, Li, Jonathan, Ma, Lingfei, Gonçalves, Wesley Nunes, Marcato Junior, José, Eduardo Creste, José

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Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing von de Oliveira, Gabriel Silva, Marcato Junior, José, Polidoro, Caio, Osco, Lucas Prado, Siqueira, Henrique, Rodrigues, Lucas, Jank, Liana, Barrios, Sanzio, Valle, Cacilda, Simeão, Rosângela, Carromeu, Camilo, Silveira, Eloise, André de Castro Jorge, Lúcio, Gonçalves, Wesley, Santos, Mateus, Matsubara, Edson

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A review on deep learning in UAV remote sensing von Osco, Lucas Prado, Marcato Junior, José, Marques Ramos, Ana Paula, de Castro Jorge, Lúcio André, Fatholahi, Sarah Narges, de Andrade Silva, Jonathan, Matsubara, Edson Takashi, Pistori, Hemerson, Gonçalves, Wesley Nunes, Li, Jonathan

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A deep learning approach based on graphs to detect plantation lines von Gonçalves, Diogo Nunes, Junior, José Marcato, Arruda, Mauro Dos Santos de, Fernandes, Vanessa Jordão Marcato, Ramos, Ana Paula Marques, Furuya, Danielle Elis Garcia, Osco, Lucas Prado, He, Hongjie, Jorge, Lucio André de Castro, Li, Jonathan, Melgani, Farid, Pistori, Hemerson, Gonçalves, Wesley Nunes

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Delineating Management Zones with Different Yield Potentials in Soybean–Corn and Soybean–Cotton Production Systems von Speranza, Eduardo Antonio, Naime, João de Mendonça, Vaz, Carlos Manoel Pedro, Santos, Júlio Cezar Franchini dos, Inamasu, Ricardo Yassushi, Lopes, Ivani de Oliveira Negrão, Queirós, Leonardo Ribeiro, Rabelo, Ladislau Marcelino, Jorge, Lucio André de Castro, Chagas, Sergio das, Schelp, Mathias Xavier, Vecchi, Leonardo

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Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery von Castro, Wellington, Marcato Junior, José, Polidoro, Caio, Osco, Lucas Prado, Gonçalves, Wesley, Rodrigues, Lucas, Santos, Mateus, Jank, Liana, Barrios, Sanzio, Valle, Cacilda, Simeão, Rosangela, Carromeu, Camilo, Silveira, Eloise, Jorge, Lúcio André de Castro, Matsubara, Edson

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Precision and Digital Agriculture: Adoption of Technologies and Perception of Brazilian Farmers von Bolfe, Édson Luis, Jorge, Lúcio André de Castro, Sanches, Ieda Del’Arco, Luchiari Júnior, Ariovaldo, da Costa, Cinthia Cabral, Victoria, Daniel de Castro, Inamasu, Ricardo Yassushi, Grego, Célia Regina, Ferreira, Victor Rodrigues, Ramirez, Andrea Restrepo

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Hyperspectral imaging for the detection of plant pathogens in seeds: recent developments and challenges von Ferreira, Luciellen da Costa, Carvalho, Ian Carlos Bispo, Jorge, Lúcio André de Castro, Quezado-Duval, Alice Maria, Rossato, Maurício

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Detecting the attack of the fall armyworm (Spodoptera frugiperda) in cotton plants with machine learning and spectral measurements von Ramos, Ana Paula Marques, Gomes, Felipe David Georges, Pinheiro, Mayara Maezano Faita, Furuya, Danielle Elis Garcia, Gonçalvez, Wesley Nunes, Junior, José Marcato, Michereff, Mirian Fernandes Furtado, Blassioli-Moraes, Maria Carolina, Borges, Miguel, Alaumann, Raúl Alberto, Liesenberg, Veraldo, de Castro Jorge, Lúcio André, Osco, Lucas Prado

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A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery von Osco, Lucas Prado, dos Santos de Arruda, Mauro, Gonçalves, Diogo Nunes, Dias, Alexandre, Batistoti, Juliana, de Souza, Mauricio, Gomes, Felipe David Georges, Ramos, Ana Paula Marques, de Castro Jorge, Lúcio André, Liesenberg, Veraldo, Li, Jonathan, Ma, Lingfei, Marcato, José, Gonçalves, Wesley Nunes

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RETRACTED: A deep learning approach based on graphs to detect plantation lines von Gonçalves, Diogo Nunes, Junior, Jos'e Marcato, Arruda, Mauro dos Santos de, Marcato Fernandes, Vanessa Jord˜ao, Marques Ramos, Ana Paula, Garcia Furuya, Danielle Elis, Osco, Lucas Prado, He, Hongjie, Andr'e de Castro Jorge, Lucio, Li, Jonathan, Melgani, Farid, Pistori, Hemerson, Gonçalves, Wesley Nunes

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Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data von Garcia Furuya, Danielle Elis, Ma, Lingfei, Faita Pinheiro, Mayara Maezano, Georges Gomes, Felipe David, Gonçalvez, Wesley Nunes, Junior, José Marcato, de Castro Rodrigues, Diego, Blassioli-Moraes, Maria Carolina, Furtado Michereff, Mirian Fernandes, Borges, Miguel, Alaumann, Raúl Alberto, Ferreira, Ednaldo José, Osco, Lucas Prado, Marques Ramos, Ana Paula, Li, Jonathan, de Castro Jorge, Lúcio André

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Measuring bacterial cells size with AFM von Osiro, Denise, Filho, Rubens Bernardes, Assis, Odilio Benedito Garrido, Jorge, Lúcio André de Castro, Colnago, Luiz Alberto

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An impact analysis of pre-processing techniques in spectroscopy data to classify insect-damaged in soybean plants with machine and deep learning methods von Osco, Lucas Prado, Garcia Furuya, Danielle Elis, Garcia Furuya, Michelle Taís, Corrêa, Daniel Veras, Gonçalvez, Wesley Nunes, Junior, José Marcato, Borges, Miguel, Blassioli-Moraes, Maria Carolina, Furtado Michereff, Mirian Fernandes, Santos Aquino, Michely Ferreira, Laumann, Raúl Alberto, Lisenberg, Veraldo, Marques Ramos, Ana Paula, de Castro Jorge, Lúcio André

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Public-domain software for root image analysis von Costa, Mirian Cristina Gomes, Cunha, Isabela Maria de Lima, Jorge, Lúcio André de Castro, Araújo, Isabel Cristina da Silva

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Radiometria na avaliação da eficiência da reflexão do ultravioleta por diferentes mulching no controle do tripes-do-tomateiro, Frankliniella schultzei (Trybom) von Barbosa, Eduardo Camargo Vinicius, Papa, Geraldo, Barros Melo, Washington Luiz, Jorge, Lucio André de Castro, Silva, Helio Ricardo, Romero, Cristhy Willy da Silva

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APRENDIZAGEM DE MÁQUINA PARA IDENTIFICAÇÃO DE PLANTAS DE SOJA SOB ATAQUE DE INSETOS USANDO DADOS HIPERESPECTRAIS von Correa, Daniel Veras, Ramos, Ana Paula Marques, Osco, Lucas Prado, Jorge, Lúcio André de Castro

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Trends, challenges and opportunities of Digital Agriculture in Brazil von Edson Luis Bolfe, Lúcio André de Castro Jorge, Ieda Del’Arco Sanches

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