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

dc.contributor.authorLuemba, Matias Emir [UNESP]
dc.contributor.authorKunzayila, Nsiamfumu [UNESP]
dc.contributor.authorCasaca, Wallace [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.date.accessioned2022-04-29T08:33:19Z
dc.date.available2022-04-29T08:33:19Z
dc.date.issued2021-01-01
dc.description.abstractThis 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.en
dc.description.affiliationFaculty of Science and Technology (FCT) São Paulo State University (UNESP), Presidente Prudente Campus
dc.description.affiliationBauru School of Sciences – São Paulo State University (UNESP)
dc.description.affiliationUnespFaculty of Science and Technology (FCT) São Paulo State University (UNESP), Presidente Prudente Campus
dc.description.affiliationUnespBauru School of Sciences – São Paulo State University (UNESP)
dc.format.extent145-159
dc.identifierhttp://dx.doi.org/10.1007/978-3-030-86976-2_10
dc.identifier.citationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12953 LNCS, p. 145-159.
dc.identifier.doi10.1007/978-3-030-86976-2_10
dc.identifier.issn1611-3349
dc.identifier.issn0302-9743
dc.identifier.scopus2-s2.0-85115701020
dc.identifier.urihttp://hdl.handle.net/11449/229585
dc.language.isoeng
dc.relation.ispartofLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.sourceScopus
dc.subjectAmazon Rainforest
dc.subjectExploratory Data Analysis
dc.subjectForest Origin Document
dc.subjectInformation Visualization
dc.titleExploratory Analysis and Visualization of Brazilian Forest Data from the Forest Document System of the Brazilian Institute of the Environmenten
dc.typeTrabalho apresentado em evento
dspace.entity.typePublication
unesp.author.orcid0000-0003-3991-7302[1]
unesp.author.orcid0000-0002-9024-1670[2]
unesp.author.orcid0000-0002-1073-9939[3]
unesp.departmentEstatística - FCTpt

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