Osmar Abílio de Carvalho Júnior

Change Detection of Deforestation in the Brazilian Amazon Using Landsat Data and Convolutional Neural Networks

Pablo Pozzobon de, Osmar Abílio de Carvalho Júnior, Renato Fontes Guimarães et al. · Remote Sensing · 2020 · 275 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +30

Rice Crop Detection Using LSTM, Bi-LSTM, and Machine Learning Models from Sentinel-1 Time Series

Hugo Crisóstomo de Castro Filho, Osmar Abílio de Carvalho Júnior · Remote Sensing · 2020 · 184 citations · Full text

Precision Agriculture, Engineering, Machine Learning +21

A New Approach to Change Vector Analysis Using Distance and Similarity Measures

Osmar Abílio de Carvalho Júnior, Renato Fontes Guimarães, Alan R. Gillespie et al. · Remote Sensing · 2011 · 173 citations · Full text

Environmental Monitoring, Engineering, Shift Detection +18

Dynamics of Cattle Production in Brazil

Concepta McManus, Júlio Otávio Jardim Barcellos, Bruna Krummenauer Formenton et al. · PLoS ONE · 2016 · 108 citations · Full text

Parameterization of soil properties for a model of topographic controls on shallow landsliding: application to Rio de Janeiro

Renato Fontes Guimarães, David R. Montgomery, Harvey Greenberg et al. · Engineering Geology · 2003 · 104 citations

Geotechnical Engineering, Soil Erosion, Engineering +12