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ORCIDCarlos Antonio da Silva Junior
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2020 – today
- 2024
[j14]Dthenifer Cordeiro Santana
, Gustavo de Faria Theodoro, Ricardo Gava, João Lucas Gouveia de Oliveira, Larissa Pereira Ribeiro Teodoro, Izabela Cristina de Oliveira, Fábio Henrique Rojo Baio, Carlos Antonio da Silva Junior, Job Teixeira de Oliveira, Paulo Eduardo Teodoro:
A New Approach to Identifying Sorghum Hybrids Using UAV Imagery Using Multispectral Signature and Machine Learning. Algorithms 17(1): 23 (2024)- 2023
- [j13]Fábio Henrique Rojo Baio, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Izabela Cristina de Oliveira, Ricardo Gava, João Lucas Gouveia de Oliveira, Carlos Antonio da Silva Junior, Paulo Eduardo Teodoro, Luciano Shozo Shiratsuchi:
Maize Yield Prediction with Machine Learning, Spectral Variables and Irrigation Management. Remote. Sens. 15(1): 79 (2023) - [j12]Dthenifer Cordeiro Santana, Marcelo Carvalho Minhoto Teixeira Filho, Marcelo Rinaldi da Silva, Paulo Henrique Menezes das Chagas, João Lucas Gouveia de Oliveira, Fábio Henrique Rojo Baio, Cid Naudi Silva Campos, Larissa Pereira Ribeiro Teodoro, Carlos Antonio da Silva Junior, Paulo Eduardo Teodoro, Luciano Shozo Shiratsuchi:
Machine Learning in the Classification of Soybean Genotypes for Primary Macronutrients' Content Using UAV-Multispectral Sensor. Remote. Sens. 15(5): 1457 (2023) - [j11]Patrícia Monique Crivelari-Costa, Mendelson Lima, Newton La Scala Jr., Fernando Saragosa Rossi, João Lucas Della-Silva, Ricardo Dalagnol, Paulo Eduardo Teodoro, Larissa Pereira Ribeiro Teodoro, Gabriel de Oliveira, José Francisco de Oliveira-Júnior, Carlos Antonio da Silva Junior:
Changes in Carbon Dioxide Balance Associated with Land Use and Land Cover in Brazilian Legal Amazon Based on Remotely Sensed Imagery. Remote. Sens. 15(11): 2780 (2023) - [j10]Gabriella Silva de Gregori, Elisângela de Souza Loureiro, Luis Gustavo Amorim Pessoa, Gileno Brito de Azevedo, Glauce Taís de Oliveira Sousa Azevedo, Dthenifer Cordeiro Santana, Izabela Cristina de Oliveira, João Lucas Gouveia de Oliveira, Larissa Pereira Ribeiro Teodoro, Fábio Henrique Rojo Baio, Carlos Antonio da Silva Junior, Paulo Eduardo Teodoro, Luciano Shozo Shiratsuchi:
Machine Learning in the Hyperspectral Classification of Glycaspis brimblecombei (Hemiptera Psyllidae) Attack Severity in Eucalyptus. Remote. Sens. 15(24): 5657 (2023) - 2022
- [j9]Carlos Antonio da Silva Junior, Mendelson Lima, Paulo Eduardo Teodoro, José Francisco de Oliveira-Júnior, Fernando Saragosa Rossi, Beatriz M. Funatsu, Weslei Butturi, Thaís Lourençoni, Aline Kraeski, Tatiane Deoti Pelissari, Francielli Aloisio Moratelli, Damien Arvor, Iago Manuelson dos Santos Luz, Larissa Pereira Ribeiro Teodoro, Vincent Dubreuil, Vinicius Modolo Teixeira:
Fires Drive Long-Term Environmental Degradation in the Amazon Basin. Remote. Sens. 14(2): 338 (2022) - [j8]Alexandre Maniçoba da Rosa Ferraz Jardim, George do Nascimento Araújo Júnior, Marcos Vinícius da Silva, Anderson dos Santos, Jhon Lennon Bezerra da Silva, Héliton Pandorfi, José Francisco de Oliveira-Júnior, Antônio Heriberto de Castro Teixeira, Paulo Eduardo Teodoro, João L. M. P. de Lima, Carlos Antonio da Silva Junior, Luciana Sandra Bastos de Souza, Emanuel Araújo Silva, Thieres George Freire da Silva:
Using Remote Sensing to Quantify the Joint Effects of Climate and Land Use/Land Cover Changes on the Caatinga Biome of Northeast Brazilian. Remote. Sens. 14(8): 1911 (2022) - [j7]Thiago Frank, Carlos Antonio da Silva Junior, Krystopher J. Chutko, Paulo Eduardo Teodoro, José Francisco de Oliveira-Júnior, Xulin Guo:
Is the Gridded Data Accurate? Evaluation of Precipitation and Historical Wet and Dry Periods from ERA5 Data for Canadian Prairies. Remote. Sens. 14(24): 6347 (2022) - [c1]Elisa Kamir, Damien Arvor, Anne-Julia Rollet, Simon Dufour, Vinicius Silgueiro, André Pereira Dias, Carlos Antonio da Silva Junior, Julie Betbeder:
Deforestation Patterns in the Southern Brazilian Amazon Watersheds. IGARSS 2022: 5808-5811 - 2021
- [j6]Fernando Saragosa Rossi, Carlos Antonio da Silva Junior, José Francisco de Oliveira-Júnior, Paulo Eduardo Teodoro, Luciano Shozo Shiratsuchi, Mendelson Lima, Larissa Pereira Ribeiro Teodoro, Auana Vicente Tiago, Guilherme Fernando Capristo-Silva:
19-year remotely sensed data in the forecast of spectral models of the environment. Int. J. Digit. Earth 14(8): 1040-1066 (2021) - [j5]Paulo Eduardo Teodoro, Larissa Pereira Ribeiro Teodoro, Fábio Henrique Rojo Baio, Carlos Antonio da Silva Junior, Regimar Garcia dos Santos, Ana Paula Marques Ramos, Mayara Maezano Faita Pinheiro, Lucas Prado Osco, Wesley Nunes Gonçalves, Alexsandro Monteiro Carneiro, José Marcato Junior, Hemerson Pistori, Luciano Shozo Shiratsuchi:
Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data. Remote. Sens. 13(22): 4632 (2021) - 2020
- [j4]Carlos Antonio da Silva Junior, Antonio Hérbete Sousa Leonel-Junior, Fernando Saragosa Rossi, Washington Luiz Félix Correia Filho, Dimas de Barros Santiago, José Francisco de Oliveira-Júnior, Paulo Eduardo Teodoro, Mendelson Lima, Guilherme Fernando Capristo-Silva:
Mapping soybean planting area in midwest Brazil with remotely sensed images and phenology-based algorithm using the Google Earth Engine platform. Comput. Electron. Agric. 169: 105194 (2020) - [j3]Ana Paula Marques Ramos, Lucas Prado Osco, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Carlos Antonio da Silva Junior, Guilherme Fernando Capristo-Silva, Jonathan Li, Fábio Henrique Rojo Baio, José Marcato Junior, Paulo Eduardo Teodoro, Hemerson Pistori:
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices. Comput. Electron. Agric. 178: 105791 (2020) - [j2]Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Danielle Elis Garcia Furuya, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Wesley Nunes Gonçalves, Fábio Henrique Rojo Baio, Hemerson Pistori, Carlos Antonio da Silva Junior, Paulo Eduardo Teodoro:
Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques. Remote. Sens. 12(19): 3237 (2020)
2010 – 2019
- 2019
- [j1]Carlos Antonio da Silva Junior, Marcos Rafael Nanni, José Francisco de Oliveira-Júnior, Everson Cezar, Paulo Eduardo Teodoro, Rafael Coll Delgado, Luciano Shozo Shiratsuchi, Muhammad Shakir, Marcelo Luiz Chicati:
Object-based image analysis supported by data mining to discriminate large areas of soybean. Int. J. Digit. Earth 12(3): 270-292 (2019)
Coauthor Index
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