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