Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020
Autor(a) principal: | |
---|---|
Data de Publicação: | 2023 |
Outros Autores: | , , , , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/38022 |
Resumo: | Due to centuries of formation and development, the history of Belém is confused with the history of Pará itself. However, there were factors that influenced the crisis, causing the territory of Belen to gradually urbanize. The present work aimed to spatially analyze the landscape of the municipality of Belém regarding the classes of forest, vegetation, urban area, exposed soil and water, using knowledge about remote sensing and geoprocessing techniques through supervised classification applied to images from the years 2008 , 2020 by the QGIS software in version 3.16.7, to demonstrate the change in the territory of Belen in this 10-year interval. With this method it was possible to obtain good and effective results as the geotechnology tools such as ARCGIS both to perform the visual classification and the supervised classification and the minimum distance method obtained satisfactory results, it was possible to notice in this study that there was a decrease of 0.53 % in the year 2008 to 0.48% in the year 2020 and a growth in relation to vegetation from 0.25% to 0.32%, while the urban area had a growth from 0.13% in 2008 to 0.19 % in 2020 and obtained a decrease in relation to the exposed soil from 0.09% to 0.08%. With this, we can emphasize that the use of geotechnology significantly contributes to studies on the dynamics of natural phenomena and helps in understanding changes in a territory over time. In this way, these digital tools allow the construction of models for anticipating changes and minimizing impacts. |
id |
UNIFEI_d42928a0c6a230b63246d1310bab233e |
---|---|
oai_identifier_str |
oai:ojs.pkp.sfu.ca:article/38022 |
network_acronym_str |
UNIFEI |
network_name_str |
Research, Society and Development |
repository_id_str |
|
spelling |
Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020Análisis del paisaje en el tiempo y el espacio a través de la clasificación supervisada del municipio de Belém en el período 2008 a 2020Análise da paisagem no tempo e espaço por meio da classificação supervisionada do município de Belém no período 2008 a 2020FenómenosGeotecnologíaÁrea urbanaImpactos.PhenomenaGeotechnologyUrban areaImpacts.FenômenosGeotecnologiaÁrea urbanaImpactos.Due to centuries of formation and development, the history of Belém is confused with the history of Pará itself. However, there were factors that influenced the crisis, causing the territory of Belen to gradually urbanize. The present work aimed to spatially analyze the landscape of the municipality of Belém regarding the classes of forest, vegetation, urban area, exposed soil and water, using knowledge about remote sensing and geoprocessing techniques through supervised classification applied to images from the years 2008 , 2020 by the QGIS software in version 3.16.7, to demonstrate the change in the territory of Belen in this 10-year interval. With this method it was possible to obtain good and effective results as the geotechnology tools such as ARCGIS both to perform the visual classification and the supervised classification and the minimum distance method obtained satisfactory results, it was possible to notice in this study that there was a decrease of 0.53 % in the year 2008 to 0.48% in the year 2020 and a growth in relation to vegetation from 0.25% to 0.32%, while the urban area had a growth from 0.13% in 2008 to 0.19 % in 2020 and obtained a decrease in relation to the exposed soil from 0.09% to 0.08%. With this, we can emphasize that the use of geotechnology significantly contributes to studies on the dynamics of natural phenomena and helps in understanding changes in a territory over time. In this way, these digital tools allow the construction of models for anticipating changes and minimizing impacts.Debido a siglos de formación y desarrollo, la historia de Belém se confunde con la historia misma de Pará. Sin embargo, hubo factores que influyeron en la crisis, provocando que el territorio de Belén se urbanizara paulatinamente. El presente trabajo tuvo como objetivo analizar espacialmente el paisaje del municipio de Belém en cuanto a las clases de bosque, vegetación, área urbana, suelo expuesto y agua, utilizando conocimientos sobre técnicas de teledetección y geoprocesamiento mediante clasificación supervisada aplicada a imágenes de los años 2008, 2020. por el software QGIS en la versión 3.16.7, para demostrar el cambio en el territorio de Belén en este intervalo de 10 años. Con este método se pudo obtener buenos resultados y efectivos ya que las herramientas geotecnológicas como ARCGIS tanto para realizar la clasificación visual como la clasificación supervisada y el método de distancia mínima obtuvo resultados satisfactorios, se pudo percibir en este estudio que hubo una disminución de 0.53 % en el año 2008 a 0.48 % en el año 2020 y un crecimiento en relación a la vegetación de 0.25 % a 0.32 %, mientras que la zona urbana tuvo un crecimiento de 0.13 % en 2008 a 0.19 % en 2020 y obtuvo una disminución en relación al suelo expuesto de 0,09% a 0,08%. Con esto, podemos enfatizar que el uso de la geotecnología contribuye significativamente a los estudios sobre la dinámica de los fenómenos naturales y ayuda a comprender los cambios en un territorio a lo largo del tiempo. De esta forma, estas herramientas digitales permiten construir modelos para anticipar cambios y minimizar impactos.Devido aos séculos de formação e desenvolvimento a história de Belém é confundida com a própria história do Pará. Porém ocorreram fatores que influenciaram a crise fazendo com que o território belenense urbanizasse de forma gradativa. O trabalho presente teve como objetivo analisar espacialmente a paisagem do município de Belém quanto as classes de floresta, vegetação área urbana, solo exposto e água, utilizando os conhecimentos sobre sensoriamento remoto e técnicas do geoprocessamento através da classificação supervisionada aplicando nas imagens dos anos de 2008, 2020 pelo software QGIS na versão 3.16.7, para demostrar a mudança do território belenense nesse intervalo de 10 anos. Com este método foi possível obter bons resultados e eficaz quanto as ferramentas da geotecnologia como ARCGIS tanto para realizar a classificação visual quanto a classificação supervisionada e o método de distância mínima obtiveram resultados satisfatórios, foi possível perceber nesse estudo que houve um decréscimo de 0,53% no ano de 2008 para 0,48% no ano de 2020 e um crescimento em relação de vegetação de 0,25% para 0,32%, enquanto a área urbana teve um crescimento de 0,13% em 2008 para 0,19% em 2020 e obteve um decréscimo em relação ao solo exposto de 0,09% para 0,08%. Com isso podemos enfatizar que o uso da geotecnologia contribui de forma significativa estudos sobre a dinâmica dos fenômenos naturais e auxilia na compreensão das mudanças de um território diante do tempo. Dessa forma essas ferramentas digitais, permite a construção de modelos para ações de antecipação a mudanças e minimização dos impactos.Research, Society and Development2023-03-06info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/3802210.33448/rsd-v12i3.38022Research, Society and Development; Vol. 12 No. 3; e16912338022Research, Society and Development; Vol. 12 Núm. 3; e16912338022Research, Society and Development; v. 12 n. 3; e169123380222525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/38022/33160Copyright (c) 2023 Yan Patrick Moita Cid; William Victor Reis de Barros; Merilene do Socorro Silva Costa; Erick dos Santos Ribeiro; José Leandro Magalhães Marinho; Francimary da Silva Carneiro; Klewton Adriano Oliveira Pinheiro; Alex da Silva Frazãohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessCid, Yan Patrick Moita Barros, William Victor Reis de Costa, Merilene do Socorro Silva Ribeiro, Erick dos Santos Marinho, José Leandro Magalhães Carneiro, Francimary da Silva Pinheiro, Klewton Adriano Oliveira Frazão, Alex da Silva 2023-03-23T08:33:38Zoai:ojs.pkp.sfu.ca:article/38022Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2023-03-23T08:33:38Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020 Análisis del paisaje en el tiempo y el espacio a través de la clasificación supervisada del municipio de Belém en el período 2008 a 2020 Análise da paisagem no tempo e espaço por meio da classificação supervisionada do município de Belém no período 2008 a 2020 |
title |
Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020 |
spellingShingle |
Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020 Cid, Yan Patrick Moita Fenómenos Geotecnología Área urbana Impactos. Phenomena Geotechnology Urban area Impacts. Fenômenos Geotecnologia Área urbana Impactos. |
title_short |
Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020 |
title_full |
Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020 |
title_fullStr |
Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020 |
title_full_unstemmed |
Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020 |
title_sort |
Landscape analysis in time and space through the supervised classification of the municipality of Belém in the period 2008 to 2020 |
author |
Cid, Yan Patrick Moita |
author_facet |
Cid, Yan Patrick Moita Barros, William Victor Reis de Costa, Merilene do Socorro Silva Ribeiro, Erick dos Santos Marinho, José Leandro Magalhães Carneiro, Francimary da Silva Pinheiro, Klewton Adriano Oliveira Frazão, Alex da Silva |
author_role |
author |
author2 |
Barros, William Victor Reis de Costa, Merilene do Socorro Silva Ribeiro, Erick dos Santos Marinho, José Leandro Magalhães Carneiro, Francimary da Silva Pinheiro, Klewton Adriano Oliveira Frazão, Alex da Silva |
author2_role |
author author author author author author author |
dc.contributor.author.fl_str_mv |
Cid, Yan Patrick Moita Barros, William Victor Reis de Costa, Merilene do Socorro Silva Ribeiro, Erick dos Santos Marinho, José Leandro Magalhães Carneiro, Francimary da Silva Pinheiro, Klewton Adriano Oliveira Frazão, Alex da Silva |
dc.subject.por.fl_str_mv |
Fenómenos Geotecnología Área urbana Impactos. Phenomena Geotechnology Urban area Impacts. Fenômenos Geotecnologia Área urbana Impactos. |
topic |
Fenómenos Geotecnología Área urbana Impactos. Phenomena Geotechnology Urban area Impacts. Fenômenos Geotecnologia Área urbana Impactos. |
description |
Due to centuries of formation and development, the history of Belém is confused with the history of Pará itself. However, there were factors that influenced the crisis, causing the territory of Belen to gradually urbanize. The present work aimed to spatially analyze the landscape of the municipality of Belém regarding the classes of forest, vegetation, urban area, exposed soil and water, using knowledge about remote sensing and geoprocessing techniques through supervised classification applied to images from the years 2008 , 2020 by the QGIS software in version 3.16.7, to demonstrate the change in the territory of Belen in this 10-year interval. With this method it was possible to obtain good and effective results as the geotechnology tools such as ARCGIS both to perform the visual classification and the supervised classification and the minimum distance method obtained satisfactory results, it was possible to notice in this study that there was a decrease of 0.53 % in the year 2008 to 0.48% in the year 2020 and a growth in relation to vegetation from 0.25% to 0.32%, while the urban area had a growth from 0.13% in 2008 to 0.19 % in 2020 and obtained a decrease in relation to the exposed soil from 0.09% to 0.08%. With this, we can emphasize that the use of geotechnology significantly contributes to studies on the dynamics of natural phenomena and helps in understanding changes in a territory over time. In this way, these digital tools allow the construction of models for anticipating changes and minimizing impacts. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-03-06 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/38022 10.33448/rsd-v12i3.38022 |
url |
https://rsdjournal.org/index.php/rsd/article/view/38022 |
identifier_str_mv |
10.33448/rsd-v12i3.38022 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/38022/33160 |
dc.rights.driver.fl_str_mv |
https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Research, Society and Development |
publisher.none.fl_str_mv |
Research, Society and Development |
dc.source.none.fl_str_mv |
Research, Society and Development; Vol. 12 No. 3; e16912338022 Research, Society and Development; Vol. 12 Núm. 3; e16912338022 Research, Society and Development; v. 12 n. 3; e16912338022 2525-3409 reponame:Research, Society and Development instname:Universidade Federal de Itajubá (UNIFEI) instacron:UNIFEI |
instname_str |
Universidade Federal de Itajubá (UNIFEI) |
instacron_str |
UNIFEI |
institution |
UNIFEI |
reponame_str |
Research, Society and Development |
collection |
Research, Society and Development |
repository.name.fl_str_mv |
Research, Society and Development - Universidade Federal de Itajubá (UNIFEI) |
repository.mail.fl_str_mv |
rsd.articles@gmail.com |
_version_ |
1797052613737316352 |