A spatial analysis approach for the definition of metropolitan regions: the case of Portugal

Detalhes bibliográficos
Autor(a) principal: Ramos, Rui A. R.
Data de Publicação: 2007
Outros Autores: Silva, Antônio Nélson Rodrigues da
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/8322
Resumo: The objective of this paper is to present a combined, two-step spatial analysis approach for the definition of metropolitan regions. The proposed approach, which constitutes an option to avoid the endless confrontations that may be derived from the essentially subjective political criteria, explores two branches of spatial analysis: spatial statistics and spatial modelling. Spatial statistics tools are used to identify the characteristics of local association and are combined with a neural network in order to build prediction models. The analyses conducted with exploratory spatial data analysis tools and census data give a clear indication of clusters of zones with similar characteristics, which can be seen as uniform regions. Spatial models can then be used to foresee the global behaviour of regions in terms of growth, albeit the basis of local (and historical) relationships among zones. The proposed approach is tested in a case study carried out in Portugal, where this is a timely issue.
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spelling A spatial analysis approach for the definition of metropolitan regions: the case of PortugalScience & TechnologyThe objective of this paper is to present a combined, two-step spatial analysis approach for the definition of metropolitan regions. The proposed approach, which constitutes an option to avoid the endless confrontations that may be derived from the essentially subjective political criteria, explores two branches of spatial analysis: spatial statistics and spatial modelling. Spatial statistics tools are used to identify the characteristics of local association and are combined with a neural network in order to build prediction models. The analyses conducted with exploratory spatial data analysis tools and census data give a clear indication of clusters of zones with similar characteristics, which can be seen as uniform regions. Spatial models can then be used to foresee the global behaviour of regions in terms of growth, albeit the basis of local (and historical) relationships among zones. The proposed approach is tested in a case study carried out in Portugal, where this is a timely issue.Pion Ltd.Universidade do MinhoRamos, Rui A. R.Silva, Antônio Nélson Rodrigues da20072007-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/8322engRamos, R. A. R., & Silva, A. N. R. da . (2007). A spatial analysis approach for the definition of metropolitan regions—the case of Portugal. Environment and Planning B: Planning and Design. SAGE Publications. http://doi.org/10.1068/b311170265-813510.1068/b31117http://www.envplan.com/B.htmlinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-16T01:19:47Zoai:repositorium.sdum.uminho.pt:1822/8322Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:25:13.722540Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A spatial analysis approach for the definition of metropolitan regions: the case of Portugal
title A spatial analysis approach for the definition of metropolitan regions: the case of Portugal
spellingShingle A spatial analysis approach for the definition of metropolitan regions: the case of Portugal
Ramos, Rui A. R.
Science & Technology
title_short A spatial analysis approach for the definition of metropolitan regions: the case of Portugal
title_full A spatial analysis approach for the definition of metropolitan regions: the case of Portugal
title_fullStr A spatial analysis approach for the definition of metropolitan regions: the case of Portugal
title_full_unstemmed A spatial analysis approach for the definition of metropolitan regions: the case of Portugal
title_sort A spatial analysis approach for the definition of metropolitan regions: the case of Portugal
author Ramos, Rui A. R.
author_facet Ramos, Rui A. R.
Silva, Antônio Nélson Rodrigues da
author_role author
author2 Silva, Antônio Nélson Rodrigues da
author2_role author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Ramos, Rui A. R.
Silva, Antônio Nélson Rodrigues da
dc.subject.por.fl_str_mv Science & Technology
topic Science & Technology
description The objective of this paper is to present a combined, two-step spatial analysis approach for the definition of metropolitan regions. The proposed approach, which constitutes an option to avoid the endless confrontations that may be derived from the essentially subjective political criteria, explores two branches of spatial analysis: spatial statistics and spatial modelling. Spatial statistics tools are used to identify the characteristics of local association and are combined with a neural network in order to build prediction models. The analyses conducted with exploratory spatial data analysis tools and census data give a clear indication of clusters of zones with similar characteristics, which can be seen as uniform regions. Spatial models can then be used to foresee the global behaviour of regions in terms of growth, albeit the basis of local (and historical) relationships among zones. The proposed approach is tested in a case study carried out in Portugal, where this is a timely issue.
publishDate 2007
dc.date.none.fl_str_mv 2007
2007-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/8322
url https://hdl.handle.net/1822/8322
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Ramos, R. A. R., & Silva, A. N. R. da . (2007). A spatial analysis approach for the definition of metropolitan regions—the case of Portugal. Environment and Planning B: Planning and Design. SAGE Publications. http://doi.org/10.1068/b31117
0265-8135
10.1068/b31117
http://www.envplan.com/B.html
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Pion Ltd.
publisher.none.fl_str_mv Pion Ltd.
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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