Nayara Vasconcelos Estrabis

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 · 145 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +20

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 · 136 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +13

ATSS Deep Learning-Based Approach to Detect Apple Fruits

Leonardo Josoé Biffi, Edson Aparecido Mitishita, Veraldo Liesenberg et al. · Remote Sensing · 2020 · 68 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +17

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 · 57 citations · Full text

Hyperspectral Response, Plant Analysis, Precision Agriculture +18

A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery

Danielle Elis Garcia Furuya, João Alex Floriano Aguiar, Nayara Vasconcelos Estrabis et al. · Remote Sensing · 2020 · 31 citations · Full text

Engineering, Forest Biometrics, Forest Inventory +22