A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices
Marques Ramos, Ana Paula, Prado Osco, Lucas, Elis Garcia Furuya, Danielle, Nunes Gonçalves, Wesley, Cordeiro Santana, Dthenifer, Pereira Ribeiro Teodoro, Larissa, Antonio da Silva Junior, Carlos, Fernando Capristo-Silva, Guilherme, Li, Jonathan, Henrique Rojo Baio, Fábio, Marcato Junior, José, Eduardo Teodoro, Paulo, Pistori, Hemerson
Published in Computers and electronics in agriculture (01.11.2020)
Published in Computers and electronics in agriculture (01.11.2020)
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Journal Article
Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques
Osco, Lucas Prado, Junior, José Marcato, Ramos, Ana Paula Marques, Furuya, Danielle Elis Garcia, Santana, Dthenifer Cordeiro, Teodoro, Larissa Pereira Ribeiro, Gonçalves, Wesley Nunes, Baio, Fábio Henrique Rojo, Pistori, Hemerson, Junior, Carlos Antonio da Silva, Teodoro, Paulo Eduardo
Published in Remote sensing (Basel, Switzerland) (01.10.2020)
Published in Remote sensing (Basel, Switzerland) (01.10.2020)
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Journal Article
Geographical adaptability for optimizing the recommendation of soybean cultivars in the Brazilian Cerrado
Corbellini, Marcos, Bobek, Daniel Vicente, de Toledo, José Francisco Ferraz, Ferreira, Lenio Urzeda, Santana, Dthenifer Cordeiro, Gilio, Thiago Alexandre Santana, Teodoro, Larissa Pereira Ribeiro, Teodoro, Paulo Eduardo, Tardin, Flavio Dessaune
Published in Scientific reports (06.06.2024)
Published in Scientific reports (06.06.2024)
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Journal Article
Understanding the combining ability of nutritional, agronomic and industrial traits in soybean F2 progenies
das Chagas, Paulo Henrique Menezes, Teodoro, Larissa Pereira Ribeiro, Santana, Dthenifer Cordeiro, Filho, Marcelo Carvalho Minhoto Teixeira, Coradi, Paulo Carteri, Torres, Francisco Eduardo, Bhering, Leonardo Lopes, Teodoro, Paulo Eduardo
Published in Scientific reports (20.10.2023)
Published in Scientific reports (20.10.2023)
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Journal Article
Dynamics of major environmental disasters involving fire in the Brazilian Pantanal
Pelissari, Tatiane Deoti, Teodoro, Paulo Eduardo, Teodoro, Larissa Pereira Ribeiro, Lima, Mendelson, Santana, Dthenifer Cordeiro, Rossi, Fernando Saragosa, dos Santos, Daniel Henrique, De Almeida Silva, Renan, Lourençoni, Thaís, da Silva Junior, Carlos Antonio
Published in Scientific reports (07.12.2023)
Published in Scientific reports (07.12.2023)
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Journal Article
Assessing soil CO2 emission on eucalyptus species using UAV-based reflectance and vegetation indices
Rossi, Fernando Saragosa, Della-Silva, João Lucas, Teodoro, Larissa Pereira Ribeiro, Teodoro, Paulo Eduardo, Santana, Dthenifer Cordeiro, Baio, Fábio Henrique Rojo, Morinigo, Wendel Bueno, Crusiol, Luís Guilherme Teixeira, La Scala, Newton, da Silva, Carlos Antonio
Published in Scientific reports (31.08.2024)
Published in Scientific reports (31.08.2024)
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Journal Article
Flavonoids and their relationship with the physiological quality of seeds from different soybean genotypes
de Oliveira, Izabela Cristina, Santana, Dthenifer Cordeiro, de Oliveira, João Lucas Gouveia, Silva, Elber Vinícius Martins, da Silva Candido Seron, Ana Carina, Blanco, Matildes, Teodoro, Larissa Pereira Ribeiro, da Silva Júnior, Carlos Antônio, Baio, Fabio Henrique Rojo, Alves, Charline Zaratin, Teodoro, Paulo Eduardo
Published in Scientific reports (24.07.2024)
Published in Scientific reports (24.07.2024)
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Journal Article
Machine Learning in the Classification of Soybean Genotypes for Primary Macronutrients’ Content Using UAV–Multispectral Sensor
Santana, Dthenifer Cordeiro, Teixeira Filho, Marcelo Carvalho Minhoto, da Silva, Marcelo Rinaldi, Chagas, Paulo Henrique Menezes das, de Oliveira, João Lucas Gouveia, Baio, Fábio Henrique Rojo, Campos, Cid Naudi Silva, Teodoro, Larissa Pereira Ribeiro, da Silva Junior, Carlos Antonio, Teodoro, Paulo Eduardo, Shiratsuchi, Luciano Shozo
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
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Journal Article
Soybean Cultivars Identification Using Remotely Sensed Image and Machine Learning Models
Gava, Ricardo, Santana, Dthenifer Cordeiro, Cotrim, Mayara Favero, Rossi, Fernando Saragosa, Teodoro, Larissa Pereira Ribeiro, da Silva Junior, Carlos Antonio, Teodoro, Paulo Eduardo
Published in Sustainability (10.06.2022)
Published in Sustainability (10.06.2022)
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Journal Article
High-throughput phenotyping allows the selection of soybean genotypes for earliness and high grain yield
Santana, Dthenifer Cordeiro, de Oliveira Cunha, Marcos Paulo, Dos Santos, Regimar Garcia, Cotrim, Mayara Fávero, Teodoro, Larissa Pereira Ribeiro, da Silva Junior, Carlos Antonio, Baio, Fabio Henrique Rojo, Teodoro, Paulo Eduardo
Published in Plant methods (02.02.2022)
Published in Plant methods (02.02.2022)
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Journal Article
Maize Yield Prediction with Machine Learning, Spectral Variables and Irrigation Management
Baio, Fábio Henrique Rojo, Santana, Dthenifer Cordeiro, Teodoro, Larissa Pereira Ribeiro, Oliveira, Izabela Cristina de, Gava, Ricardo, de Oliveira, João Lucas Gouveia, Silva Junior, Carlos Antonio da, Teodoro, Paulo Eduardo, Shiratsuchi, Luciano Shozo
Published in Remote sensing (Basel, Switzerland) (01.01.2023)
Published in Remote sensing (Basel, Switzerland) (01.01.2023)
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Journal Article
Rainfall and Extreme Drought Detection: An Analysis for a Potential Agricultural Region in the Southern Brazilian Amazon
Silva, Rogério De Souza, Dallacort, Rivanildo, Maciel Junior, Ismael Cavalcante, Carvalho, Marco Antonio Camillo De, Yamashita, Oscar Mitsuo, Santana, Dthenifer Cordeiro, Teodoro, Larissa Pereira Ribeiro, Teodoro, Paulo Eduardo, Silva Junior, Carlos Antonio da
Published in Sustainability (12.07.2024)
Published in Sustainability (12.07.2024)
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Journal Article
Machine Learning in the Hyperspectral Classification of Glycaspis brimblecombei (Hemiptera Psyllidae) Attack Severity in Eucalyptus
Gregori, Gabriella Silva de, de Souza Loureiro, Elisângela, Amorim Pessoa, Luis Gustavo, Azevedo, Gileno Brito de, Azevedo, Glauce Taís de Oliveira Sousa, Santana, Dthenifer Cordeiro, Oliveira, Izabela Cristina de, Oliveira, João Lucas Gouveia de, Teodoro, Larissa Pereira Ribeiro, Baio, Fábio Henrique Rojo, Silva Junior, Carlos Antonio da, Teodoro, Paulo Eduardo, Shiratsuchi, Luciano Shozo
Published in Remote sensing (Basel, Switzerland) (01.12.2023)
Published in Remote sensing (Basel, Switzerland) (01.12.2023)
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Journal Article
Eucalyptus Species Discrimination Using Hyperspectral Sensor Data and Machine Learning
Pereira Ribeiro Teodoro, Larissa, Estevão, Rosilene, Santana, Dthenifer Cordeiro, Oliveira, Izabela Cristina de, Lopes, Maria Teresa Gomes, Azevedo, Gileno Brito de, Rojo Baio, Fábio Henrique, da Silva Junior, Carlos Antonio, Teodoro, Paulo Eduardo
Published in Forests (01.01.2024)
Published in Forests (01.01.2024)
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Journal Article
Machine Learning Methods for Woody Volume Prediction in Eucalyptus
Santana, Dthenifer Cordeiro, Santos, Regimar Garcia dos, da Silva, Pedro Henrique Neves, Pistori, Hemerson, Teodoro, Larissa Pereira Ribeiro, Poersch, Nerison Luis, de Azevedo, Gileno Brito, de Oliveira Sousa Azevedo, Glauce Taís, da Silva Junior, Carlos Antonio, Teodoro, Paulo Eduardo
Published in Sustainability (01.07.2023)
Published in Sustainability (01.07.2023)
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Journal Article
A New Approach to Identifying Sorghum Hybrids Using UAV Imagery Using Multispectral Signature and Machine Learning
Santana, Dthenifer Cordeiro, Theodoro, Gustavo de Faria, Gava, Ricardo, de Oliveira, João Lucas Gouveia, Teodoro, Larissa Pereira Ribeiro, de Oliveira, Izabela Cristina, Baio, Fábio Henrique Rojo, da Silva Junior, Carlos Antonio, de Oliveira, Job Teixeira, Teodoro, Paulo Eduardo
Published in Algorithms (01.01.2024)
Published in Algorithms (01.01.2024)
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Journal Article
Hyperspectral Response of the Soybean Crop as a Function of Target Spot (Corynespora cassiicola) Using Machine Learning to Classify Severity Levels
de Queiroz Otone, José Donizete, Theodoro, Gustavo de Faria, Santana, Dthenifer Cordeiro, Teodoro, Larissa Pereira Ribeiro, de Oliveira, Job Teixeira, de Oliveira, Izabela Cristina, da Silva Junior, Carlos Antonio, Teodoro, Paulo Eduardo, Baio, Fabio Henrique Rojo
Published in AgriEngineering (01.02.2024)
Published in AgriEngineering (01.02.2024)
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Journal Article
Effect of Water Deficit on Secondary Metabolites and Nutrient Content on Forage Sorghum
Cunha, Tayna Lemos de Oliveira, Santana, Dthenifer Cordeiro, Theodoro, Gustavo de Faria, Seron, Ana Carina da Silva Cândido, Cunha, Fernando França da, Teodoro, Paulo Eduardo, Teodoro, Larissa Pereira Ribeiro, Ítavo, Luis Carlos Vinhas, Campos, Cid Naudi Silva, Silva, Manoel Gustavo Paranhos da, Montaño, Alejandro Soares
Published in Agronomy (Basel) (01.09.2024)
Published in Agronomy (Basel) (01.09.2024)
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Journal Article
Boron Fertilization Improves the Agronomic Performance of Soybean Genotypes in the Brazilian Cerrado
Libório, Igor Freitas, Campos, Cid Naudi Silva, Cordeiro Santana, Dthenifer, Oliveira, Izabela Cristina de, de Oliveira, João Lucas Gouveia, Pereira Ribeiro Teodoro, Larissa, Rojo Baio, Fabio Henrique, Theodoro, Gustavo de Faria, Teodoro, Paulo Eduardo
Published in Agriculture (Basel) (01.01.2024)
Published in Agriculture (Basel) (01.01.2024)
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Journal Article
The “New Transamazonian Highway”: BR-319 and Its Current Environmental Degradation
Lima, Mendelson, Santana, Dthenifer Cordeiro, Junior, Ismael Cavalcante Maciel, Costa, Patricia Monique Crivelari da, Oliveira, Pedro Paulo Gomes de, Azevedo, Raul Pio de, Silva, Rogerio de Souza, Marinho, Ubiranei de Freitas, Silva, Valdinete da, Souza, Juliana Aparecida Arantes de, Rossi, Fernando Saragosa, Delgado, Rafael Coll, Teodoro, Larissa Pereira Ribeiro, Teodoro, Paulo Eduardo, Silva Junior, Carlos Antonio da
Published in Sustainability (01.01.2022)
Published in Sustainability (01.01.2022)
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Journal Article