Integrating Point Pattern Analysis and Logistic Regression approaches for exploring the settlement pattern of the Versilia and Garfagnana mountains in Roman times
- Title
- Integrating Point Pattern Analysis and Logistic Regression approaches for exploring the settlement pattern of the Versilia and Garfagnana mountains in Roman times
- Date
- 2023
- Is Part Of
-
Archeologia e Calcolatori
- Volume
- 34
- Issue
- 2
- Pages
- 87–104
- Language
- eng
- Rights
- CC BY-NC-ND 4.0
- 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 mountain’s 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.
- Cites
- Evaluating Mesolithic settlement patterns in mountain environments (Dolomites, Eastern Italian Alps): the role of research biases and locational strategies
- Creating the funerary landscape of Eastern Sudan
- Terra, Silva et Paludes. Assessing the Role of Alluvial Geomorphology for Late-Holocene Settlement Strategies (Po Plain – N Italy) Through Point Pattern Analysis
- Hydrological changes during the Roman Climatic Optimum in northern Tuscany (Central Italy) as evidenced by speleothem records and archaeological data
- A computational modelling approach to reconstruct the fluvial system of the floodplain of Lucca in the Roman period
- Land abandonment, landscape evolution, and soil erosion in a Spanish Mediterranean mountain region: The case of Camero Viejo
- The use of geographic information system and 1860s cadastral data to model agricultural suitability before heavy mechanization. A case study from Malta
- Predictive modeling for archaeological site locations: Comparing logistic regression and maximal entropy in north Israel and north-east China
- Abandonment of traditional terraced landscape: A change detection approach (a case study in Costa Viola, Calabria, Italy)
- A Prediction Study on Archaeological Sites Based on Geographical Variables and Logistic Regression—A Case Study of the Neolithic Era and the Bronze Age of Xiangyang
- Logistic Regression in Rare Events Data
- Modelling Bias and Environmental Preferences in Archaeological Spatial Analysis
- A house with a view? Multi-model inference, visibility fields, and point process analysis of a Bronze Age settlement on Leskernick Hill (Cornwall, UK)
- There and Back Again: Revisiting Archaeological Locational Modeling
- Spatstat: An R package for analyzing spatial point patterns
- Archéologie de la montagne européenne: Actes de la table ronde internationale de Gap 2008
- Archeologia delle alte quote sulla montagna veneta: la campagna di ricognizione di superficie 2019 a Recoaro Terme (Vicenza)
- Materiali per la storia della Versilia in età romana
- "...Stratam antiquam que est per paludes et boscos" - viabilità romana tra Pisa e Luni
- I Romani in Versilia: dinamiche di popolamento e organizzazione del territorio
- La colonia e la montagna: archeologia d'età Augustea a Lucca e nella Valle del Serchio
- An integrated approach for analysing earthquake-induced surface effects: A case study from the Northern Apennines, Italy
- An ethnoarchaeological inductive model for predicting archaeological site location: A case-study of pastoral settlement patterns in the Val di Fiemme and Val di Sole (Trentino, Italian Alps)
- Structural Evolution of the Apuane Alps: An Example of Continental Margin Deformation in the Northern Apennines, Italy
- L’ager Pisanus tra romanizzazione e tardoantico: continuità, discontinuità e trasformazioni, unpublished Doctoral Thesis
- Quantitative Methods in Archaeology Using R
- The funerary landscape of late antique and early medieval Lucca through Point Pattern Analysis
- Lucca e l’ager Lucensis dall’età tardo repubblicana al tardoantico: le trasformazioni di una città e del suo territorio
- Données récentes sur l’occupation humaine dans les Alpes méridionales durant l’Antiquité
- Caratteri geologici ed evoluzione paleogeografica della pianura versiliese
- Recherche interdisciplinaire en archéologie et écologie humaine dans la vallée centre-alpine de la Léventine, Tessin (Suisse)
- Non-Stationarity and Local Spatial Analysis
- La valle del Serchio fra I e VI secolo d.C. Aspetti della dinamica dell’insediamento
- Evoluzione dell'Appennino Settentrionale secondo un nuovo modello strutturale
- Geographical Information Systems in Archaeology
- Mappa. Metodologie applicate alla predittività del potenziale archeologico 2
- Spatial Technology and Archaeology: The Archaeological Applications of GIS
- A Predictive Model of Archaeological Site Location in the Eastern Prairie Peninsula
- Avant-propos
- Urban Archaeological Information System. Riflessioni e criticità
- Spatial Point Patterns and Processes
- Archaeology and spatial analysis
- Modelling Human Behaviour in Landscapes: Basic Concepts and Modelling Elements
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