A place to collect information about archaeological modeling, both from a formal and theoretical point of view and as source code.
Basic list of models
In geography, gravity models are used to determine the relative strength of a bond between two or more places. They specify the potential of places to attract people, commodities and ideas by taking into account both the size of places, and their distance. Gravity models are a modification of Newton’s Law of Gravitation. The basic specification of a gravity model is:
PᵢPⱼ / Dᵢⱼ²
Where P is the population of place i and j, and D their distance. Instead of Euclidean distances, relative distances can be used, and population could be replaced by any other indicator of importance (like settlement size). An important aspect in the gravity model is the form of the distance decay curve, which in its original form is assumed to be quadratic. However, other specifications could be used as well.
A well-known archaeological application of gravity models is the XTent model (Renfrew & Level 1979). It is specified as follows:
I = Ca - k*d
where C is the settlement size (or population, or hierarchical level) and k defines the distance decay curve. Unlike in the original gravity model, distance decay is assumed to be linear, not quadratic. An essential aspect of the XTent model is that it is not calculating interaction between settlements, but the extent of their influence (I). By modifying the value of a, the importance of site hierarchy can be adapted. The XTent model results in the specification of 'territories' for each settlement with values of I that are decreasing outward from the settlement. For each location in an area, there will be a settlement that provides the highest value of I, and then this location will be classified as being inside the site's territory. This might include other, smaller settlements.
In archaeology, gravity models have not been used to great extent, mostly because of the problems associated with the estimation of population of ancient settlements (see however Nuninger et al. 2006).
Ducke & Kroefges (2008) describe an implementation of the XTent model with the use of cost surfaces that is available as an add-on in GRASS: http://grass.osgeo.org/wiki/GRASS_AddOns#r.xtent
Creating the XTent model or other gravity models in GIS can however also be approached through scripting, although this would quickly become slow with larger amounts of sites to include.
Ducke, B., and P.C. Kroefges (2008). From Points to Areas: Constructing Territories from Archaeological Site Patterns Using an Enhanced Xtent Model. In Posluschny, A., K. Lambers, and I. Herzog (eds.), Layers of Perception. Proceedings of the 35th International Conference on Computer Applications and Quantitative Methods in Archaeology (CAA), Berlin, Germany, April 2–6, 2007 Dr. Rudolf Habelt GmbH, Bonn, pp. 245-251.
Nuninger, L., L. Sanders, F. Favory, P. Garmy, C. Raynaud, C. Rozenblat, L. Kaddouri, H. Mathian, and L. Schneider (2006). La modélisation des réseaux d'habitat en archéologie: trois expériences. Mappemonde 83:3-2006. http://mappemonde.mgm.fr/num11/articles/art06302.html
Renfrew, C., and E.V. Level (1979). Exploring Dominance: Predicting Polities from Centers. In Renfrew, C., and K.L. Cooke (eds.), Transformations: Mathematical Approaches to Cultural Change, Academic Press, New York, pp. 145-167.