Danielle Elis Garcia Furuya

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 · 273 citations

Precision Agriculture, Engineering, Forest Biometrics +12

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 · 128 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +22

Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery

Lucas Prado Osco, Keiller Nogueira, Ana Paula Marques Ramos et al. · Precision Agriculture · 2021 · 75 citations

Image Classification, Precision Agriculture, Machine Vision +11

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning

José Augusto Correa Martins, Keiller Nogueira, Lucas Prado Osco et al. · Remote Sensing · 2021 · 66 citations · Full text

Convolutional Neural Network, Engineering, Forestry +23

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