Mayara Maezano Faita Pinheiro

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

Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data

Paulo Eduardo Teodoro, Larissa Pereira Ribeiro Teodoro, Fábio Henrique Rojo Baio et al. · Remote Sensing · 2021 · 78 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

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 · 77 citations

Computing, Agricultural Engineering, Computer Science +16

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 · 32 citations · Full text

Computing, Computer Science, Earth Sciences +11

Detecting the attack of the fall armyworm (Spodoptera frugiperda) in cotton plants with machine learning and spectral measurements

Ana Paula Marques Ramos, Felipe David Georges Gomes, Mayara Maezano Faita Pinheiro et al. · Precision Agriculture · 2021 · 31 citations · Full text

Life Sciences, Entomology, Plant Sciences +17