Integrating Point Pattern Analysis and Logistic Regression approaches for exploring the settlement pattern of the Versilia and Garfagnana mountains in Roman times

Basile, Salvatore and Campus, Antonio (2023) Integrating Point Pattern Analysis and Logistic Regression approaches for exploring the settlement pattern of the Versilia and Garfagnana mountains in Roman times. Archeologia e Calcolatori, 34 (2). pp. 87-104. ISSN 1120-6861

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Official URL: https://www.archcalc.cnr.it/journal/articles/1263

Abstract

Mountain archaeology has a long research tradition and in recent years the number of studies on this topic has increased considerably, shedding new light on the dynamics of mountains communities. Versilia and Garfagnana districts (Lucca, North-Western Tuscany) largely fall between the Apuan Alps and the Apennine ridge. Although these territories have never been systematically investigated, the collection of all available archaeological legacy data indicates a settlement pattern of undoubted interest for the Roman times. This paper aims at exploring the settlement pattern of these mountain territories, integrating Point Pattern Analysis and Logistic Regression to achieve a predictive map of archaeological presences and to analyse their interrelations with the environment. Analyses prove the spatial dependence of finds with geomorphological and pedological variables, but also with the distance to major watercourses and solar irradiation. Based on the considered variables, the predictive map confirms that the foothill and gentler slopes facing E-SE areas have suitable characteristics for permanent settlement. Moving towards the more inland and higher altitude territories, the non-event areas increase proportionally, especially along the ridges, and the steeper, north-facing areas. Thus, the results make it possible to integrate the archaeological framework, clarifying human-environment dynamics, and directing new studies.

Item Type: Article
Additional Information: Licensed under CC BY-NC-ND 4.0
Uncontrolled Keywords: Statistics; Survey and excavations
Subjects: 900 Storia, Geografia e discipline ausiliarie > 930 Storia dei mondo antico fino al 499 ca. > 930.1 Archeologia (Classificare qui la Storia fino al 4000 a.C., l'Archeologia preistorica, le opere interdisciplinari sull'Archeologia) > 930.102 Archeologia - Opere miscellanee > 930.1028 Archeologia – Tecniche, metodologie, apparecchi e strumenti (comprende: Archeometria) > 930.10285 Archeologia – Applicazioni informatiche (comprende: tecniche di datazione)
Depositing User: Dott.ssa Paola Moscati
Date Deposited: 27 Feb 2025 11:01
Last Modified: 27 Feb 2025 11:01
URI: http://eprints.bice.rm.cnr.it/id/eprint/23434

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