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
Enlace a la fuente original: https://www.witpress.com/elibrary/wit-transactions-on-ecology-and-the-environment/144/21957
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
DOI del artículo: 10.2495/ECO110321
Entidad: Universitat Rovira i Virgili
Año de publicación de la revista: 2011
Tipo de publicación: Journal Publications