Lucas Prado Osco

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

The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot

Lucas Prado Osco, Qiusheng Wu, Eduardo Lopes de Lemos et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 291 citations · Full text

Computing, Computer Science, Computer Vision +15

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