Agricultural land fragmentation analysis in a peri-urban context: From the past into the future

Detalhes bibliográficos
Autor(a) principal: Gomes, Eduardo
Data de Publicação: 2019
Outros Autores: Banos, Arnaud, Abrantes, Patrícia, Rocha, Jorge, Kristensen, Søren Bech Pilgaard, Busck, Anne
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10451/42020
Resumo: The fragmentation of agricultural land is influenced by political, economic, social, ecological and environmental factors, which affect its dynamics, patterns, structures, and functions. However, a deep analysis aimed at examining agricultural land fragmentation and its driving forces, and predicting future agricultural land fragmentation is needed. We investigated the degree of fragmentation in a case study in Torres Vedras municipality (Portugal). This territory has experienced significant agricultural land use changes in the last twenty years, mainly in the form of agricultural intensification and land fragmentation. The purposes of the study are: (1) to identify different degrees of agricultural land fragmentation; (2) to analyse and recognize underlying driving forces; (3) to identify the effect of scale; (4) and to predict agricultural land fragmentation for 2025 in a business as usual scenario. This approach concentrates on a cluster analysis to define the agricultural land fragmentation and a multi-layer perceptron to project agricultural land fragmentation. The results indicate that a 5 by 5 km scale of analysis is more efficient than 2 by 2 km to identify the most influential driving forces, in which human activities are one of the main causes of agricultural land fragmentation. In addition, the results also predict that agricultural land fragmentation will increase in 2025. These outcomes should be used to forecast agricultural land fragmentation and to reduce negative impacts.
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spelling Agricultural land fragmentation analysis in a peri-urban context: From the past into the futureAgricultural land fragmentationDriving forcesCluster analysisMulti-layer perceptronSpatial planningThe fragmentation of agricultural land is influenced by political, economic, social, ecological and environmental factors, which affect its dynamics, patterns, structures, and functions. However, a deep analysis aimed at examining agricultural land fragmentation and its driving forces, and predicting future agricultural land fragmentation is needed. We investigated the degree of fragmentation in a case study in Torres Vedras municipality (Portugal). This territory has experienced significant agricultural land use changes in the last twenty years, mainly in the form of agricultural intensification and land fragmentation. The purposes of the study are: (1) to identify different degrees of agricultural land fragmentation; (2) to analyse and recognize underlying driving forces; (3) to identify the effect of scale; (4) and to predict agricultural land fragmentation for 2025 in a business as usual scenario. This approach concentrates on a cluster analysis to define the agricultural land fragmentation and a multi-layer perceptron to project agricultural land fragmentation. The results indicate that a 5 by 5 km scale of analysis is more efficient than 2 by 2 km to identify the most influential driving forces, in which human activities are one of the main causes of agricultural land fragmentation. In addition, the results also predict that agricultural land fragmentation will increase in 2025. These outcomes should be used to forecast agricultural land fragmentation and to reduce negative impacts.Repositório da Universidade de LisboaGomes, EduardoBanos, ArnaudAbrantes, PatríciaRocha, JorgeKristensen, Søren Bech PilgaardBusck, Anne2020-02-26T12:44:16Z20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10451/42020engGomes, E., Banos, A., Abrantes, P., Rocha, J., Kristensen, S. B. P., Busck, A. (2019). Agricultural land fragmentation analysis in a peri-urban context: from the past into the future. Ecological Indicators, 97, pp. 380-388. DOI: 10.1016/j.ecolind.2018.10.0251470-160X10.1016/j.ecolind.2018.10.025metadata only accessinfo: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:RCAAP2023-11-08T16:41:43Zoai:repositorio.ul.pt:10451/42020Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:55:09.904507Repositório 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 Agricultural land fragmentation analysis in a peri-urban context: From the past into the future
title Agricultural land fragmentation analysis in a peri-urban context: From the past into the future
spellingShingle Agricultural land fragmentation analysis in a peri-urban context: From the past into the future
Gomes, Eduardo
Agricultural land fragmentation
Driving forces
Cluster analysis
Multi-layer perceptron
Spatial planning
title_short Agricultural land fragmentation analysis in a peri-urban context: From the past into the future
title_full Agricultural land fragmentation analysis in a peri-urban context: From the past into the future
title_fullStr Agricultural land fragmentation analysis in a peri-urban context: From the past into the future
title_full_unstemmed Agricultural land fragmentation analysis in a peri-urban context: From the past into the future
title_sort Agricultural land fragmentation analysis in a peri-urban context: From the past into the future
author Gomes, Eduardo
author_facet Gomes, Eduardo
Banos, Arnaud
Abrantes, Patrícia
Rocha, Jorge
Kristensen, Søren Bech Pilgaard
Busck, Anne
author_role author
author2 Banos, Arnaud
Abrantes, Patrícia
Rocha, Jorge
Kristensen, Søren Bech Pilgaard
Busck, Anne
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Gomes, Eduardo
Banos, Arnaud
Abrantes, Patrícia
Rocha, Jorge
Kristensen, Søren Bech Pilgaard
Busck, Anne
dc.subject.por.fl_str_mv Agricultural land fragmentation
Driving forces
Cluster analysis
Multi-layer perceptron
Spatial planning
topic Agricultural land fragmentation
Driving forces
Cluster analysis
Multi-layer perceptron
Spatial planning
description The fragmentation of agricultural land is influenced by political, economic, social, ecological and environmental factors, which affect its dynamics, patterns, structures, and functions. However, a deep analysis aimed at examining agricultural land fragmentation and its driving forces, and predicting future agricultural land fragmentation is needed. We investigated the degree of fragmentation in a case study in Torres Vedras municipality (Portugal). This territory has experienced significant agricultural land use changes in the last twenty years, mainly in the form of agricultural intensification and land fragmentation. The purposes of the study are: (1) to identify different degrees of agricultural land fragmentation; (2) to analyse and recognize underlying driving forces; (3) to identify the effect of scale; (4) and to predict agricultural land fragmentation for 2025 in a business as usual scenario. This approach concentrates on a cluster analysis to define the agricultural land fragmentation and a multi-layer perceptron to project agricultural land fragmentation. The results indicate that a 5 by 5 km scale of analysis is more efficient than 2 by 2 km to identify the most influential driving forces, in which human activities are one of the main causes of agricultural land fragmentation. In addition, the results also predict that agricultural land fragmentation will increase in 2025. These outcomes should be used to forecast agricultural land fragmentation and to reduce negative impacts.
publishDate 2019
dc.date.none.fl_str_mv 2019
2019-01-01T00:00:00Z
2020-02-26T12:44:16Z
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 http://hdl.handle.net/10451/42020
url http://hdl.handle.net/10451/42020
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Gomes, E., Banos, A., Abrantes, P., Rocha, J., Kristensen, S. B. P., Busck, A. (2019). Agricultural land fragmentation analysis in a peri-urban context: from the past into the future. Ecological Indicators, 97, pp. 380-388. DOI: 10.1016/j.ecolind.2018.10.025
1470-160X
10.1016/j.ecolind.2018.10.025
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eu_rights_str_mv openAccess
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dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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