Exploratory Analysis and Visualization of Brazilian Forest Data from the Forest Document System of the Brazilian Institute of the Environment

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorLuemba, Matias Emir-
Autor(es): dc.creatorKunzayila, Nsiamfumu-
Autor(es): dc.creatorCasaca, Wallace-
Data de aceite: dc.date.accessioned2025-08-21T22:19:22Z-
Data de disponibilização: dc.date.available2025-08-21T22:19:22Z-
Data de envio: dc.date.issued2022-04-29-
Data de envio: dc.date.issued2022-04-29-
Data de envio: dc.date.issued2020-12-31-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1007/978-3-030-86976-2_10-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/229585-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/229585-
Descrição: dc.descriptionThis paper presents a study that makes use of several Exploratory Data Analysis and Information Visualization techniques to analyze forest data. Our goal was to carry out a data-driven investigation based on information from the so-called Forest Origin Document (DOF) system, which has been used by the Brazilian Institute for the Environment and Renewable Natural Resources (IBAMA) to control and supervise wood harvesting. The data utilized in this study have been obtained from the IBAMA’s website. A comprehensive literature review covering the topics data analysis and visualization was conducted, allowing us to perform graphically oriented inspections and data-driven discussions when handling DOF-type data. Moreover, proposals have been presented in an effort to detect possible signs of fraud and illegality. Finally, by using data analysis tools, it was possible to originate different graphic models and data-based visualizations, thus obtaining summaries and preliminary results about the data of the Forestry Document system.-
Descrição: dc.descriptionFaculty of Science and Technology (FCT) São Paulo State University (UNESP), Presidente Prudente Campus-
Descrição: dc.descriptionBauru School of Sciences – São Paulo State University (UNESP)-
Descrição: dc.descriptionFaculty of Science and Technology (FCT) São Paulo State University (UNESP), Presidente Prudente Campus-
Descrição: dc.descriptionBauru School of Sciences – São Paulo State University (UNESP)-
Formato: dc.format145-159-
Idioma: dc.languageen-
Relação: dc.relationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)-
???dc.source???: dc.sourceScopus-
Palavras-chave: dc.subjectAmazon Rainforest-
Palavras-chave: dc.subjectExploratory Data Analysis-
Palavras-chave: dc.subjectForest Origin Document-
Palavras-chave: dc.subjectInformation Visualization-
Título: dc.titleExploratory Analysis and Visualization of Brazilian Forest Data from the Forest Document System of the Brazilian Institute of the Environment-
Tipo de arquivo: dc.typeaula digital-
Aparece nas coleções:Repositório Institucional - Unesp

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