José Eduardo Creste

A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery

Lucas Prado Osco, Mauro dos Santos de Arruda, José Marcato et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 191 citations · Full text

Computing, Forestry, Geoinformatics +12

Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery

Lucas Prado Osco, Ana Paula Marques Ramos, Danilo Roberto Pereira et al. · Remote Sensing · 2019 · 148 citations · Full text

Agriculture, Crop Sciences, Forestry +16

A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements

Lucas Prado Osco, Ana Paula Marques Ramos, Mayara Maezano Faita Pinheiro et al. · Remote Sensing · 2020 · 142 citations · Full text

Agriculture, Agronomy, Crop Sciences +15

Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks

Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya et al. · Remote Sensing · 2019 · 58 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images

Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya et al. · International Journal of Applied Earth Observation and Geoinformation · 2019 · 41 citations · Full text

Agriculture, Forestry, Plant Sciences +17