A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements
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
Published in Remote sensing (Basel, Switzerland) (01.03.2020)
Published in Remote sensing (Basel, Switzerland) (01.03.2020)
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Journal Article
Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing
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
Published in Sensors (Basel, Switzerland) (09.06.2021)
Published in Sensors (Basel, Switzerland) (09.06.2021)
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Journal Article
A review on deep learning in UAV remote sensing
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
Published in International journal of applied earth observation and geoinformation (01.10.2021)
Published in International journal of applied earth observation and geoinformation (01.10.2021)
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Journal Article
Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery
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
Published in Sensors (Basel, Switzerland) (26.08.2020)
Published in Sensors (Basel, Switzerland) (26.08.2020)
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Journal Article
Precision and Digital Agriculture: Adoption of Technologies and Perception of Brazilian Farmers
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
Published in Agriculture (Basel) (01.12.2020)
Published in Agriculture (Basel) (01.12.2020)
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Journal Article
Hyperspectral imaging for the detection of plant pathogens in seeds: recent developments and challenges
Ferreira, Luciellen da Costa, Carvalho, Ian Carlos Bispo, Jorge, Lúcio André de Castro, Quezado-Duval, Alice Maria, Rossato, Maurício
Published in Frontiers in plant science (2024)
Published in Frontiers in plant science (2024)
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Journal Article
Detecting the attack of the fall armyworm (Spodoptera frugiperda) in cotton plants with machine learning and spectral measurements
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
Published in Precision agriculture (01.04.2022)
Published in Precision agriculture (01.04.2022)
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Journal Article
A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery
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
Published in ISPRS journal of photogrammetry and remote sensing (01.04.2021)
Published in ISPRS journal of photogrammetry and remote sensing (01.04.2021)
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Journal Article
Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery
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
Published in Precision agriculture (01.08.2021)
Published in Precision agriculture (01.08.2021)
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Journal Article
Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data
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
Published in International journal of applied earth observation and geoinformation (25.12.2021)
Published in International journal of applied earth observation and geoinformation (25.12.2021)
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Journal Article
An impact analysis of pre-processing techniques in spectroscopy data to classify insect-damaged in soybean plants with machine and deep learning methods
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
Published in Infrared physics & technology (01.06.2022)
Published in Infrared physics & technology (01.06.2022)
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Journal Article
A deep learning approach based on graphs to detect plantation lines
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
Published in Heliyon (15.06.2024)
Published in Heliyon (15.06.2024)
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Journal Article
Delineating Management Zones with Different Yield Potentials in Soybean–Corn and Soybean–Cotton Production Systems
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
Published in AgriEngineering (01.09.2023)
Published in AgriEngineering (01.09.2023)
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Journal Article
A Review on Deep Learning in UAV Remote Sensing
Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Fatholahi, Sarah Narges, de Andrade Silva, Jonathan, Edson Takashi Matsubara, Pistori, Hemerson, Wesley Nunes Gonçalves, Li, Jonathan
Published in arXiv.org (20.08.2023)
Published in arXiv.org (20.08.2023)
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Journal Article
Grapevine root distribution in drip and microsprinkler irrigation
Bassoi, L.H, Hopmans, J.W, Jorge, L.A. de C, Alencar, C.M. de, Silva, J.A.M. e
Published in Scientia agricola (2003)
Published in Scientia agricola (2003)
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Journal Article
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery
Lucas Prado Osco, Mauro dos Santos de Arruda, Diogo Nunes Gonçalves, Dias, Alexandre, Batistoti, Juliana, de Souza, Mauricio, Felipe David Georges Gomes, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Liesenberg, Veraldo, Li, Jonathan, Ma, Lingfei, José Marcato Junior, Wesley Nunes Gonçalves
Published in arXiv.org (14.02.2021)
Published in arXiv.org (14.02.2021)
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Journal Article