Dthenifer Cordeiro Santana

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 et al. · Computers and Electronics in Agriculture · 2020 · 291 citations

Agriculture, Crop Sciences, Precision Agriculture +14

Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques

Lucas Prado Osco, José Marcato, Ana Paula Marques Ramos et al. · Remote Sensing · 2020 · 130 citations · Full text

Agriculture, Crop Sciences, Precision Agriculture +17

Maize Yield Prediction with Machine Learning, Spectral Variables and Irrigation Management

Fábio Henrique Rojo Baio, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro et al. · Remote Sensing · 2022 · 36 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

High-throughput phenotyping allows the selection of soybean genotypes for earliness and high grain yield

Dthenifer Cordeiro Santana, Marcos Paulo de Oliveira Cunha, Regimar Garcia dos Santos et al. · Plant Methods · 2022 · 29 citations · Full text

Agriculture, Crop Sciences, Plant Sciences +13

Classification of soybean genotypes for industrial traits using UAV multispectral imagery and machine learning

Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Fábio Henrique Rojo Baio et al. · Remote Sensing Applications Society and Environment · 2023 · 28 citations · Full text

Agriculture, Agronomy, Crop Sciences +16