Improving cover and management factor (C-factor) estimation using remote sensing approaches for tropical regions
Almagro, André, Thomé, Thais Caregnatto, Colman, Carina Barbosa, Pereira, Rodrigo Bahia, Marcato Junior, José, Rodrigues, Dulce Buchala Bicca, Oliveira, Paulo Tarso Sanches
Published in International Soil and Water Conservation Research (01.12.2019)
Published in International Soil and Water Conservation Research (01.12.2019)
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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
Average-DInSAR method for unstable escarpments detection induced by underground coal mining
Yao, Xin, Chen, Yiping, Liu, Donglie, Zhou, Zhenkai, Liesenberg, Veraldo, Marcato Junior, José, Li, Jonathan
Published in International journal of applied earth observation and geoinformation (01.12.2021)
Published in International journal of applied earth observation and geoinformation (01.12.2021)
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Journal Article
Fusion of Hyperspectral-Multispectral images joining Spatial-Spectral Dual-Dictionary and structured sparse Low-rank representation
Chen, Nan, Sui, Lichun, Zhang, Biao, He, Hongjie, Gao, Kyle, Li, Yandong, Marcato Junior, José, Li, Jonathan
Published in International journal of applied earth observation and geoinformation (15.12.2021)
Published in International journal of applied earth observation and geoinformation (15.12.2021)
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Journal Article
Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images
Zamboni, Pedro, Junior, José Marcato, Silva, Jonathan de Andrade, Miyoshi, Gabriela Takahashi, Matsubara, Edson Takashi, Nogueira, Keiller, Gonçalves, Wesley Nunes
Published in Remote sensing (Basel, Switzerland) (01.07.2021)
Published in Remote sensing (Basel, Switzerland) (01.07.2021)
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Journal Article
Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data
Teodoro, Paulo Eduardo, Teodoro, Larissa Pereira Ribeiro, Baio, Fábio Henrique Rojo, da Silva Junior, Carlos Antonio, dos Santos, Regimar Garcia, Ramos, Ana Paula Marques, Pinheiro, Mayara Maezano Faita, Osco, Lucas Prado, Gonçalves, Wesley Nunes, Carneiro, Alexsandro Monteiro, Junior, José Marcato, Pistori, Hemerson, Shiratsuchi, Luciano Shozo
Published in Remote sensing (Basel, Switzerland) (01.11.2021)
Published in Remote sensing (Basel, Switzerland) (01.11.2021)
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Journal Article
3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds
Wang, Zongyue, Xia, Qiming, Du, Jing, Huang, Shangfeng, Su, Jinhe, Junior, José Marcato, Li, Jonathan, Cai, Guorong
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
A Building Roof Identification CNN Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery
Ye, Chengming, Li, Hongfu, Li, Chunming, Liu, Xin, Li, Yao, Li, Jonathan, Gonçalves, Wesley Nunes, Junior, José Marcato
Published in Remote sensing (Basel, Switzerland) (01.08.2021)
Published in Remote sensing (Basel, Switzerland) (01.08.2021)
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Journal Article
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery
Furuya, Danielle Elis Garcia, Aguiar, João Alex Floriano, Estrabis, Nayara V., Pinheiro, Mayara Maezano Faita, Furuya, Michelle Taís Garcia, Pereira, Danillo Roberto, Gonçalves, Wesley Nunes, Liesenberg, Veraldo, Li, Jonathan, Marcato Junior, José, Prado Osco, Lucas, Ramos, Ana Paula Marques
Published in Remote sensing (Basel, Switzerland) (01.12.2020)
Published in Remote sensing (Basel, Switzerland) (01.12.2020)
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Journal Article
Deep Learning Approaches to Spatial Downscaling of GRACE Terrestrial Water Storage Products Using EALCO Model Over Canada
He, Hongjie, Yang, Ke, Wang, Shusen, Petrosians, Hasti Andon, Liu, Ming, Li, Junhua, Marcato Junior, José, Gonçalves, Wesley Nunes, Wang, Lanying, Li, Jonathan
Published in Canadian journal of remote sensing (04.07.2021)
Published in Canadian journal of remote sensing (04.07.2021)
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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
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
Land use/land cover change dynamics and their effects on land surface temperature in the western region of the state of São Paulo, Brazil
Carrasco, Rosana Amaral, Pinheiro, Mayara Maezano Faita, Junior, José Marcato, Cicerelli, Rejane Ennes, Silva, Paulo Antônio, Osco, Lucas Prado, Ramos, Ana Paula Marques
Published in Regional environmental change (01.09.2020)
Published in Regional environmental change (01.09.2020)
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Journal Article
Geometric model and assessment of a dual‐fisheye imaging system
Campos, Mariana Batista, Tommaselli, Antonio Maria Garcia, Marcato Junior, José, Honkavaara, Eija
Published in Photogrammetric record (01.06.2018)
Published in Photogrammetric record (01.06.2018)
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Journal Article
Predicting Eucalyptus Diameter at Breast Height and Total Height with UAV-Based Spectral Indices and Machine Learning
da Silva, Ana Karina Vieira, Borges, Marcus Vinicius Vieira, Batista, Tays Silva, da Silva Junior, Carlos Antonio, Furuya, Danielle Elis Garcia, Prado Osco, Lucas, Teodoro, Larissa Pereira Ribeiro, Baio, Fábio Henrique Rojo, Ramos, Ana Paula Marques, Gonçalves, Wesley Nunes, Marcato Junior, José, Teodoro, Paulo Eduardo, Pistori, Hemerson
Published in Forests (01.05.2021)
Published in Forests (01.05.2021)
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Journal Article
Silage Grass Sward Nitrogen Concentration and Dry Matter Yield Estimation Using Deep Regression and RGB Images Captured by UAV
Alves Oliveira, Raquel, Marcato Junior, José, Soares Costa, Celso, Näsi, Roope, Koivumäki, Niko, Niemeläinen, Oiva, Kaivosoja, Jere, Nyholm, Laura, Pistori, Hemerson, Honkavaara, Eija
Published in Agronomy (Basel) (01.06.2022)
Published in Agronomy (Basel) (01.06.2022)
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Journal Article
Identifying plant species in kettle holes using UAV images and deep learning techniques
Correa Martins, José Augusto, Marcato Junior, José, Pätzig, Marlene, Sant'Ana, Diego André, Pistori, Hemerson, Liesenberg, Veraldo, Eltner, Anette
Published in Remote sensing in ecology and conservation (01.02.2023)
Published in Remote sensing in ecology and conservation (01.02.2023)
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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
Counting tilapia larvae using images captured by smartphones
Costa, Celso Soares, Gonçalves, Wesley Nunes, Zanoni, Vanda Alice Garcia, dos Santos de Arruda, Mauro, de Araújo Carvalho, Mário, Nascimento, Edgar, Marcato Junior, José, Diemer, Odair, Pistori, Hemerson
Published in Smart agricultural technology (01.08.2023)
Published in Smart agricultural technology (01.08.2023)
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Journal Article