Agricultural land fragmentation analysis in a peri-urban context: From the past into the future
Autor(a) principal: | |
---|---|
Data de Publicação: | 2019 |
Outros Autores: | , , , , |
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. |
id |
RCAP_c2ee40c1077e509af83fdcd1f5dad695 |
---|---|
oai_identifier_str |
oai:repositorio.ul.pt:10451/42020 |
network_acronym_str |
RCAP |
network_name_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository_id_str |
7160 |
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 |
dc.rights.driver.fl_str_mv |
metadata only access info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
metadata only access |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
|
_version_ |
1799134491893039104 |