Autore
Riccioli, Francesco

Titolo
GIS e scenari di cambiamenti di uso del suolo: un'applicazione della metodologia ANN per valutare l'urbanizzazione di aree multifunzionali = GIS and automatic learning tools for land use change analysis: an ANN application in multifunctional areas
Periodico
Economia & diritto agroalimentare
Anno: 2011 - Volume: 16 - Fascicolo: 3 - Pagina iniziale: 357 - Pagina finale: 378

The paper aims to define a territorial analysis model for land use changes in multifunctional areas (MF) located near Florence in Tuscany region. Starting from existing project, Spatial Multicriteria Decision Analysis has been used with the aim of multifunctional degree definition of case study areas. Later land use changes have been performed by Artificial Neural Network model: using multitemporal analysis of land use, a non linear model Multi Layer Perceptron (MLP) neural network has been used in order to generate transition rules of land use and potential transition maps. Final step has generated a map of vulnerability to changes in MF areas.



SICI: 1970-9498(2011)16:3<357:GESDCD>2.0.ZU;2-4
Testo completo: http://www.fupress.net/index.php/eda/article/download/10310/9495

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