A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices. - 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 001; Fábio Henrique Rojo Baio; José Marcato Junior; Paulo Eduardo Teodoro; et al. (Comput. Electron. Agric., 2020)

Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques. - 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 (Remote. Sens., 2020)

Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data. - 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; et al. (Remote. Sens., 2021)

Maize Yield Prediction with Machine Learning, Spectral Variables and Irrigation Management. - 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 (Remote. Sens., 2023)

Machine Learning in the Classification of Soybean Genotypes for Primary Macronutrients' Content Using UAV-Multispectral Sensor. - 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 (Remote. Sens., 2023)

Machine Learning in the Hyperspectral Classification of Glycaspis brimblecombei (Hemiptera Psyllidae) Attack Severity in Eucalyptus. - 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; et al. (Remote. Sens., 2023)

A New Approach to Identifying Sorghum Hybrids Using UAV Imagery Using Multispectral Signature and Machine Learning. - 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 (Algorithms, 2024)