Rice Crop Detection Using LSTM, Bi-LSTM, and Machine Learning Models from Sentinel-1 Time Series
Crisóstomo de Castro Filho, Hugo, Abílio de Carvalho Júnior, Osmar, Ferreira de Carvalho, Osmar Luiz, Pozzobon de Bem, Pablo, dos Santos de Moura, Rebeca, Olino de Albuquerque, Anesmar, Rosa Silva, Cristiano, Guimarães Ferreira, Pedro Henrique, Fontes Guimarães, Renato, Trancoso Gomes, Roberto Arnaldo
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
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Journal Article
Performance Analysis of Deep Convolutional Autoencoders with Different Patch Sizes for Change Detection from Burnt Areas
de Bem, Pablo Pozzobon, de Carvalho Júnior, Osmar Abílio, de Carvalho, Osmar Luiz Ferreira, Gomes, Roberto Arnaldo Trancoso, Fontes Guimarães, Renato
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
Published in Remote sensing (Basel, Switzerland) (01.08.2020)
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Journal Article
Deforestation analysis in protected areas and scenario simulation for structural corridors in the agricultural frontier of Western Bahia, Brazil
Nunes de Oliveira, Sandro, Abílio de Carvalho Júnior, Osmar, Trancoso Gomes, Roberto Arnaldo, Fontes Guimarães, Renato, McManus, Concepta Margaret
Published in Land use policy (01.02.2017)
Published in Land use policy (01.02.2017)
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Journal Article
Assessment of gully development using geomorphic change detection between pre- and post-urbanization scenarios
de Albuquerque, Anesmar Olino, de Carvalho Júnior, Osmar Abílio, Guimarães, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, Hermuche, Potira Meirelles
Published in Environmental earth sciences (01.05.2020)
Published in Environmental earth sciences (01.05.2020)
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Journal Article
Comparing Machine and Deep Learning Methods for the Phenology-Based Classification of Land Cover Types in the Amazon Biome Using Sentinel-1 Time Series
Magalhães, Ivo Augusto Lopes, de Carvalho Júnior, Osmar Abílio, de Carvalho, Osmar Luiz Ferreira, de Albuquerque, Anesmar Olino, Hermuche, Potira Meirelles, Merino, Éder Renato, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes
Published in Remote sensing (Basel, Switzerland) (01.10.2022)
Published in Remote sensing (Basel, Switzerland) (01.10.2022)
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Journal Article
Bounding Box-Free Instance Segmentation Using Semi-Supervised Iterative Learning for Vehicle Detection
de Carvalho, Osmar Luiz Ferreira, Junior, Osmar Abilio de Carvalho, de Albuquerque, Anesmar Olino, Santana, Nickolas Castro, Guimaraes, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, Borges, Dibio Leandro
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2022)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2022)
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Journal Article
The Seasonal Characterization and Temporal Evolution of Nitrogen, Phosphorus and Potassium in the Surface and Groundwater of an Agricultural Hydrographic Basin in the Midwestern Brazilian Savanna
Pires, Nayara Luiz, Muniz, Daphne Heloisa de Freitas, Araújo, Luane Souza de, Lima, Jorge Enoch Furquim Werneck, Gomes, Roberto Arnaldo Trancoso, Caldas, Eloisa Dutra, Oliveira-Filho, Eduardo Cyrino
Published in Sustainability (03.09.2024)
Published in Sustainability (03.09.2024)
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Journal Article
Landscape-fragmentation change due to recent agricultural expansion in the Brazilian Savanna, Western Bahia, Brazil
de Oliveira, Sandro Nunes, de Carvalho Júnior, Osmar Abílio, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes, McManus, Concepta Margaret
Published in Regional environmental change (01.02.2017)
Published in Regional environmental change (01.02.2017)
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Journal Article
Estimating the Optimal Threshold for Accuracy Assessment of the Global Ecosystem Dynamics Investigation (GEDI) Data in a Gentle Relief Urban Area
Barbosa, Felipe Lima Ramos, Guimarães, Renato Fontes, de Carvalho Júnior, Osmar Abílio, Gomes, Roberto Arnaldo Trancoso, de Carvalho, Osmar Luiz Ferreira, de Lima, Thyego Pery Monteiro
Published in Remote sensing (Basel, Switzerland) (01.08.2022)
Published in Remote sensing (Basel, Switzerland) (01.08.2022)
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Journal Article
Dealing With Clouds and Seasonal Changes for Center Pivot Irrigation Systems Detection Using Instance Segmentation in Sentinel-2 Time Series
de Albuquerque, Anesmar Olino, de Carvalho, Osmar Luiz Ferreira, Silva, Cristiano Rosa e, Luiz, Argelica Saiaka, de Bem, Pablo P., Gomes, Roberto Arnaldo Trancoso, Guimaraes, Renato Fontes, Junior, Osmar Abilio de Carvalho
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
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Journal Article
The Spatiotemporal Dynamics of Soybean and Cattle Production in Brazil
Maranhão, Rebecca Lima Albuquerque, de Carvalho Júnior, Osmar Abílio, Hermuche, Potira Meirelles, Gomes, Roberto Arnaldo Trancoso, McManus Pimentel, Concepta Margaret, Guimarães, Renato Fontes
Published in Sustainability (11.04.2019)
Published in Sustainability (11.04.2019)
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Journal Article
Radiometric Normalization of Temporal Images Combining Automatic Detection of Pseudo-Invariant Features from the Distance and Similarity Spectral Measures, Density Scatterplot Analysis, and Robust Regression
De Carvalho, Osmar, Guimarães, Renato, Silva, Nilton, Gillespie, Alan, Gomes, Roberto, Silva, Cristiano, De Carvalho, Ana
Published in Remote sensing (Basel, Switzerland) (01.06.2013)
Published in Remote sensing (Basel, Switzerland) (01.06.2013)
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Journal Article
Spatial Patterns of Fire Recurrence Using Remote Sensing and GIS in the Brazilian Savanna: Serra do Tombador Nature Reserve, Brazil
Daldegan, Gabriel Antunes, de Carvalho, Osmar Abilio, Guimaraes, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, Ribeiro, Fernanda de Figueiredo, McManus, Concepta
Published in Remote sensing (Basel, Switzerland) (01.10.2014)
Published in Remote sensing (Basel, Switzerland) (01.10.2014)
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Journal Article
Standardized Time-Series and Interannual Phenological Deviation: New Techniques for Burned-Area Detection Using Long-Term MODIS-NBR Dataset
de Carvalho, Osmar Abilio, Guimaraes, Renato Fontes, Silva, Cristiano Rosa, Gomes, Roberto Arnaldo Trancoso
Published in Remote sensing (Basel, Switzerland) (2015)
Published in Remote sensing (Basel, Switzerland) (2015)
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Journal Article
Dynamics of Sheep Production in Brazil
Hermuche, Potira, Maranhão, Rebecca, Guimarães, Renato, De Carvalho, Osmar, Gomes, Roberto, Paiva, Samuel, McManus, Concepta
Published in ISPRS international journal of geo-information (01.09.2013)
Published in ISPRS international journal of geo-information (01.09.2013)
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Journal Article
Determination of Areas Susceptible to Landsliding Using Spatial Patterns of Rainfall from Tropical Rainfall Measuring Mission Data, Rio de Janeiro, Brazil
Guimarães, Renato, Machado, Wátila, de Carvalho, Osmar, Montgomery, David, Gomes, Roberto, Greenberg, Harvey, Cataldi, Márcio, Mendonça, Pedro
Published in ISPRS international journal of geo-information (01.10.2017)
Published in ISPRS international journal of geo-information (01.10.2017)
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Journal Article
Instance Segmentation for Large, Multi-Channel Remote Sensing Imagery Using Mask-RCNN and a Mosaicking Approach
Carvalho, Osmar Luiz Ferreira de, de Carvalho Júnior, Osmar Abílio, Albuquerque, Anesmar Olino de, Bem, Pablo Pozzobon de, Silva, Cristiano Rosa, Ferreira, Pedro Henrique Guimarães, Moura, Rebeca dos Santos de, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes, Borges, Díbio Leandro
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
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Journal Article