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
Comparison of Post-fire Patterns in Brazilian Savanna and Tropical Forest from Remote Sensing Time Series
Santana, Níckolas Castro, Júnior, Osmar Abílio de Carvalho, Gomes, Roberto Arnaldo Trancoso, Fontes Guimarães, Renato
Published in ISPRS international journal of geo-information (01.11.2020)
Published in ISPRS international journal of geo-information (01.11.2020)
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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
Panoptic Segmentation Meets Remote Sensing
de Carvalho, Osmar Luiz Ferreira, de Carvalho Júnior, Osmar Abílio, Silva, Cristiano Rosa e, de Albuquerque, Anesmar Olino, Santana, Nickolas Castro, Borges, Dibio Leandro, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
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Journal Article
Remote Sensing for Monitoring Photovoltaic Solar Plants in Brazil Using Deep Semantic Segmentation
Costa, Marcus Vinícius Coelho Vieira da, Carvalho, Osmar Luiz Ferreira de, Orlandi, Alex Gois, Hirata, Issao, Albuquerque, Anesmar Olino de, Silva, Felipe Vilarinho e, Guimarães, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, Júnior, Osmar Abílio de Carvalho
Published in Energies (Basel) (20.05.2021)
Published in Energies (Basel) (20.05.2021)
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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
Deep Semantic Segmentation of Center Pivot Irrigation Systems from Remotely Sensed Data
de Albuquerque, Anesmar Olino, de Carvalho Júnior, Osmar Abílio, Carvalho, Osmar Luiz Ferreira de, de Bem, Pablo Pozzobon, Ferreira, Pedro Henrique Guimarães, de Moura, Rebeca dos Santos, Silva, Cristiano Rosa, Trancoso Gomes, Roberto Arnaldo, Fontes Guimarães, Renato
Published in Remote sensing (Basel, Switzerland) (01.07.2020)
Published in Remote sensing (Basel, Switzerland) (01.07.2020)
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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
Multispectral panoptic segmentation: Exploring the beach setting with worldview-3 imagery
de Carvalho, Osmar Luiz Ferreira, de Carvalho Júnior, Osmar Abílio, de Albuquerque, Anesmar Olino, Santana, Nickolas Castro, Borges, Díbio Leandro, Luiz, Argelica Saiaka, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes
Published in International journal of applied earth observation and geoinformation (01.08.2022)
Published in International journal of applied earth observation and geoinformation (01.08.2022)
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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
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
Integration of georeferenced and genetic data for the management of biodiversity in sheep genetic resources in Brazil
McManus, Concepta Margaret, Hermuche, Potira, Guimarães, Renato Fontes, de Carvalho Júnior, Osmar Abílio, Dallago, Bruno Stéfano Lima, Vieira, Renata Augusto, de Faria, Danielle Assis, Blackburn, Harvey, Moraes, José Carlos Ferrugem, Souza, Carlos Hoff, Facó, Olivardo, Araújo, Adriana Mello, Azevedo, Hymerson Costa, Carneiro, Paulo Luiz Souza, Santos, Sandra Aparecida, de Mattos, Paulo Sergio Ribeiro, Paiva, Samuel Rezende
Published in Tropical animal health and production (01.12.2021)
Published in Tropical animal health and production (01.12.2021)
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Journal Article
Instance Segmentation for Governmental Inspection of Small Touristic Infrastructure in Beach Zones Using Multispectral High-Resolution WorldView-3 Imagery
de Carvalho, Osmar Luiz Ferreira, de Moura, Rebeca dos Santos, de Albuquerque, Anesmar Olino, de Bem, Pablo Pozzobon, de Castro Pereira, Rubens, Weigang, Li, Borges, Dibio Leandro, Guimarães, Renato Fontes, Gomes, Roberto Arnaldo Trancoso, de Carvalho Júnior, Osmar Abílio
Published in ISPRS international journal of geo-information (01.12.2021)
Published in ISPRS international journal of geo-information (01.12.2021)
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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
VERTICAL ACCURACY ASSESSMENT OF THE PROCESSED SRTM DATA FOR THE BRAZILIAN TERRITORY
Orlandi, Alex Gois, de Carvalho, Osmar Abílio, Guimarães, Renato Fontes, Bias, Edilson De Souza, Corrêa, Douglas Corbari, Gomes, Roberto Arnaldo Trancoso
Published in Boletim de Ciências Geodésicas (01.01.2019)
Published in Boletim de Ciências Geodésicas (01.01.2019)
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Journal Article
Spatial-Temporal Patterns of Bean Crop in Brazil over the Period 1990–2013
Clemente, Augusto Monso, Júnior, Osmar Abílio de Carvalho, Guimarães, Renato Fontes, McManus, Concepta, Turazi, Caroline Machado Vasconcelos, Hermuche, Potira Meirelles
Published in ISPRS international journal of geo-information (01.04.2017)
Published in ISPRS international journal of geo-information (01.04.2017)
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Journal Article
Detection of karst depression in Brazil comparing different semantic and instance segmentations and global digital elevation models
da Rocha Nunes de Castro, Heitor, de Carvalho Júnior, Osmar Abílio, de Carvalho, Osmar Luiz Ferreira, Gomes, Roberto Arnaldo Trancoso, Guimarães, Renato Fontes
Published in Geomorphology (Amsterdam, Netherlands) (01.07.2024)
Published in Geomorphology (Amsterdam, Netherlands) (01.07.2024)
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Journal Article