Articles producció científica> Geografia

A study of drivers for agricultural land abandonment using GIS and Data Mining techniques

  • Dades identificatives

    Identificador: imarina:9285139
    Autors:
    Zaragozí BMNavarro JTRamón ARodríguez-Sala JJ
    Resum:
    This paper examines the problem of agricultural land abandonment through knowledge of driving factors. First, we reach out a review of the concept of abandonment in order to define the negative and positive aspects of this process in the landscape. Then we focus on a real case study in the Marina Baja region (SE Spain). Finally, we propose, from a theoretical perspective, the use of a methodology to define the most important variables for studying the abandonment processes in this region. First of all, we performed various analyses using Geographical Information Systems (GIS) to create a geodatabase which stores the main factors generally associated with abandonment. The variables considered can be grouped into three groups: environmental (such as climate, soils or relief), socio-economic (such as demographic, accessibility or technology) and those related to cultural practices in the crop (such as irrigation or rain-fed stone walls). Considering over a hundred variables we need to answer two questions: (1) which of the variables are really driving factors in the abandonment process of an agricultural plot? and (2) how important is each of them alone or in combination with others? The authors advocate the use of GIS for the feature creation or management and Data Mining techniques to perform the feature selection. Specifically, we propose the use of a concrete metric, aci (Attribute Correlation Index), to answer the questions raised above. © 2011 WIT Press.
  • Altres:

    Autor segons l'article: Zaragozí BM; Navarro JT; Ramón A; Rodríguez-Sala JJ
    Departament: Geografia
    Autor/s de la URV: Zaragozí Zaragozí, Benito Manuel
    Paraules clau: Spain Marina baja Landscape Land abandonment Gis Geographical information systems Data mining Data management Cultural tradition Cropping practice Comunidad valencia Alicante [comunidad valencia] Agricultural land Abandoned land
    Resum: This paper examines the problem of agricultural land abandonment through knowledge of driving factors. First, we reach out a review of the concept of abandonment in order to define the negative and positive aspects of this process in the landscape. Then we focus on a real case study in the Marina Baja region (SE Spain). Finally, we propose, from a theoretical perspective, the use of a methodology to define the most important variables for studying the abandonment processes in this region. First of all, we performed various analyses using Geographical Information Systems (GIS) to create a geodatabase which stores the main factors generally associated with abandonment. The variables considered can be grouped into three groups: environmental (such as climate, soils or relief), socio-economic (such as demographic, accessibility or technology) and those related to cultural practices in the crop (such as irrigation or rain-fed stone walls). Considering over a hundred variables we need to answer two questions: (1) which of the variables are really driving factors in the abandonment process of an agricultural plot? and (2) how important is each of them alone or in combination with others? The authors advocate the use of GIS for the feature creation or management and Data Mining techniques to perform the feature selection. Specifically, we propose the use of a concrete metric, aci (Attribute Correlation Index), to answer the questions raised above. © 2011 WIT Press.
    Àrees temàtiques: Zootecnia / recursos pesqueiros Saúde coletiva Química Planejamento urbano e regional / demografia Materiais Interdisciplinar Geociências General environmental science Environmental science (miscellaneous) Environmental science (all) Ensino Engenharias iv Engenharias iii Engenharias ii Engenharias i Ciências biológicas ii Ciências biológicas i Ciências ambientais Ciências agrárias i Biodiversidade Arquitetura, urbanismo e design Arquitetura e urbanismo
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 1743-3541
    Adreça de correu electrònic de l'autor: benito.zaragozi@urv.cat
    Identificador de l'autor: 0000-0003-2501-484X
    Data d'alta del registre: 2024-07-27
    Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
    URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referència a l'article segons font original: Wit Transactions On Ecology And The Environment. 144 363-374
    Referència de l'ítem segons les normes APA: Zaragozí BM; Navarro JT; Ramón A; Rodríguez-Sala JJ (2011). A study of drivers for agricultural land abandonment using GIS and Data Mining techniques. Wit Transactions On Ecology And The Environment, 144(), 363-374. DOI: 10.2495/ECO110321
    Entitat: Universitat Rovira i Virgili
    Any de publicació de la revista: 2011
    Tipus de publicació: Journal Publications
  • Paraules clau:

    Environmental Science (Miscellaneous)
    Spain
    Marina baja
    Landscape
    Land abandonment
    Gis
    Geographical information systems
    Data mining
    Data management
    Cultural tradition
    Cropping practice
    Comunidad valencia
    Alicante [comunidad valencia]
    Agricultural land
    Abandoned land
    Zootecnia / recursos pesqueiros
    Saúde coletiva
    Química
    Planejamento urbano e regional / demografia
    Materiais
    Interdisciplinar
    Geociências
    General environmental science
    Environmental science (miscellaneous)
    Environmental science (all)
    Ensino
    Engenharias iv
    Engenharias iii
    Engenharias ii
    Engenharias i
    Ciências biológicas ii
    Ciências biológicas i
    Ciências ambientais
    Ciências agrárias i
    Biodiversidade
    Arquitetura, urbanismo e design
    Arquitetura e urbanismo
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