Articles producció científica> Geografia

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

  • Datos identificativos

    Identificador: imarina:9285139
    Autores:
    Zaragozí BMNavarro JTRamón ARodríguez-Sala JJ
    Resumen:
    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.
  • Otros:

    Autor según el artículo: Zaragozí BM; Navarro JT; Ramón A; Rodríguez-Sala JJ
    Departamento: Geografia
    Autor/es de la URV: Zaragozí Zaragozí, Benito Manuel
    Palabras clave: 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
    Resumen: 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.
    Áreas temáticas: 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
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 1743-3541
    Direcció de correo del autor: benito.zaragozi@urv.cat
    Identificador del autor: 0000-0003-2501-484X
    Fecha de alta del registro: 2024-07-27
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referencia al articulo segun fuente origial: Wit Transactions On Ecology And The Environment. 144 363-374
    Referencia 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
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2011
    Tipo de publicación: Journal Publications
  • Palabras clave:

    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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