Érika Akemi Saito Moriya

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

Mapping Mosaic Virus in Sugarcane Based on Hyperspectral Images

Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Antônio Maria Garcia Tommaselli et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2016 · 63 citations · Full text

Precision Agriculture, Environmental Monitoring, Unmanned Aerial System +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

Detection and mapping of trees infected with citrus gummosis using UAV hyperspectral data

Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Antônio Maria Garcia Tommaselli et al. · Computers and Electronics in Agriculture · 2021 · 51 citations · Full text

Engineering, Forestry, Remote Sensing +7