Spatial Methods for Archaeological Flood Risk: The Case Study of the Neolithic Sites in the Apulia Region (Southern Italy)

Archaeological risk maps are very important both for archaeological research and for urban and territorial planning. Spatial analysis can help to improve existing methods at the local scale. In this paper spatial analysis, that is map algebra and point pattern analysis, are used, for an area characterized by several Neolithic Sites located in the Tavoliere di Puglia (Southern Italy), to 1) calculate the archaeological vulnerability with an improved predictive model that considers spatial autocorrelation together with environmental factors, 2) assess the flooding hazard with the use of morphometric indexes; that have been made spatially distributed in order to improve the effectiveness of results, 3) carry out an archaeological risk map for flooding that shows a high risk level for already known archaeological sites and areas with a high probability to find new sites.

[1]  Atsuyuki Okabe,et al.  SANET: A Toolbox for Spatial Analysis on a Network , 2006 .

[2]  Zahra Kalantari,et al.  A method for mapping flood hazard along roads. , 2014, Journal of environmental management.

[3]  V. A. Epanechnikov Non-Parametric Estimation of a Multivariate Probability Density , 1969 .

[4]  Marcello Spanu,et al.  Paesaggi sepolti in Daunia. John Bradford e la ricerca archeologica dal cielo (1945-1957) , 2008 .

[5]  Atsuyuki Okabe,et al.  A kernel density estimation method for networks, its computational method and a GIS‐based tool , 2009, Int. J. Geogr. Inf. Sci..

[6]  J.W.H.P. Verhagen Testing archaeological predictive models: A rough guide , 2008 .

[7]  Trevor C. Bailey,et al.  Interactive Spatial Data Analysis , 1995 .

[8]  Hans Kamermans,et al.  Archaeological Prediction and Risk Management: Alternatives to Current Practice , 2009 .

[9]  David Taniar,et al.  Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30 - July 3, 2008, Proceedings, Part I , 2008, ICCSA.

[10]  Thomas W. Crawford,et al.  A predictive model of archaeological potential: An example from northwestern Belize , 2009 .

[11]  James Frieze Layers of Perception , 1999 .

[12]  T. Astaras,et al.  Integrated GIS, remote sensing and geomorphologic approaches for the reconstruction of the landscape habitation of Thessaly during the neolithic period , 2011 .

[13]  Kenneth L. Kvamme,et al.  An experiment in archaeological site location: modeling in the Netherlands using GIS techniques , 1992 .

[14]  C. Tomlin Geographic information systems and cartographic modeling , 1990 .

[15]  M. Seta,et al.  Quantitative geomorphic analysis to evaluate flood hazards , 2005 .

[16]  C. Malone,et al.  The Italian Neolithic: A Synthesis of Research , 2003 .

[17]  M. Y. E. Angillieri Morphometric analysis of Colangüil river basin and flash flood hazard, San Juan, Argentina , 2008 .

[18]  J.W.H.P. Verhagen,et al.  Archaeological prediction and risk management , 2009 .

[19]  Alejandro Garcia,et al.  GIS-based methodology for Palaeolithic site location preferences analysis. A case study from Late Palaeolithic Cantabria (Northern Iberian Peninsula) , 2013 .

[20]  Fausto Guzzetti,et al.  Information system on hydrological and geomorphological catastrophes in Italy (SICI): a tool for managing landslide and flood hazards , 2004 .

[21]  J. Bradford ‘Buried Landscapes’ in Southern Italy , 1949, Antiquity.

[22]  Biswajeet Pradhan,et al.  Flash flood risk estimation along the St. Katherine road, southern Sinai, Egypt using GIS based morphometry and satellite imagery , 2011 .

[23]  Michael N. DeMers GIS modeling in raster , 2001 .

[24]  Robin Skeates The Social Dynamics of Enclosure in the Neolithic of the Tavoliere, South-east Italy , 2001 .

[25]  Kamal Aldin Niknami,et al.  A stochastic model to simulate and predict archaeological landscape taphonomy: monitoring cultural landscape values based on an Iranian survey project , 2007 .

[26]  M. Diakakis,et al.  A method for flood hazard mapping based on basin morphometry: application in two catchments in Greece , 2011 .

[27]  A. N. Strahler Quantitative analysis of watershed geomorphology , 1957 .

[28]  S. Jain,et al.  Design Flood Estimation Using GIS Supported GIUHApproach , 2000 .

[29]  R. Lasaponara,et al.  A multiscale approach for reconstructing archaeological landscapes: Applications in Northern Apulia (Italy) , 2009 .

[30]  R. Lasaponara,et al.  Predictive modeling for preventive Archaeology: overview and case study , 2014 .

[31]  Beniamino Murgante,et al.  Kernel Density Estimation Methods for a Geostatistical Approach in Seismic Risk Analysis: The Case Study of Potenza Hilltop Town (Southern Italy) , 2008, ICCSA.

[32]  Stanley A. Schumm,et al.  Active Tectonics and Alluvial Rivers , 2002 .

[33]  P. Diggle,et al.  Spatial point pattern analysis and its application in geographical epidemiology , 1996 .

[34]  D. Gioia,et al.  Landscape response to tectonic and climatic forcing in the foredeep of the southern Apennines, Italy: insights from Quaternary stratigraphy, quantitative geomorphic analysis, and denudation rate proxies , 2014 .

[35]  Atsuyuki Okabe,et al.  The SANET Toolbox: New Methods for Network Spatial Analysis , 2006, Trans. GIS.