Object-based image analysis supported by data mining to discriminate large areas of soybean. - 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 (Int. J. Digit. Earth, 2019)

Mapping soybean planting area in midwest Brazil with remotely sensed images and phenology-based algorithm using the Google Earth Engine platform. - 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 (Comput. Electron. Agric., 2020)

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)

19-year remotely sensed data in the forecast of spectral models of the environment. - 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 (Int. J. Digit. Earth, 2021)

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)

Using Remote Sensing to Quantify the Joint Effects of Climate and Land Use/Land Cover Changes on the Caatinga Biome of Northeast Brazilian. - 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; et al. (Remote. Sens., 2022)

Fires Drive Long-Term Environmental Degradation in the Amazon Basin. - 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; et al. (Remote. Sens., 2022)

Portable-Mechanical-Sampler System for Real-Time Monitoring and Predicting Soybean Quality in the Bulk Transport. - Lanes Beatriz Acosta Jaques; Paulo Carteri Coradi; Amanda Müller; Henrique Eguilhor Rodrigues; Larissa Pereira Ribeiro Teodoro; Paulo Eduardo Teodoro; Angélico Loreto Teixeira; Jonatas Ibagé Steinhaus (IEEE Trans. Instrum. Meas., 2022)

Is the Gridded Data Accurate? Evaluation of Precipitation and Historical Wet and Dry Periods from ERA5 Data for Canadian Prairies. - Thiago Frank; Carlos Antonio da Silva Junior; Krystopher J. Chutko; Paulo Eduardo Teodoro; José Francisco de Oliveira-Júnior; Xulin Guo (Remote. Sens., 2022)

Changes in Carbon Dioxide Balance Associated with Land Use and Land Cover in Brazilian Legal Amazon Based on Remotely Sensed Imagery. - 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 (Remote. Sens., 2023)

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)