For a long time, lithic procurement strategies have been used as an indicator of mobility abilities and material preferences of various hunter-gatherer groups across time. Different procurement patterns between the Middle and Upper Palaeolithic in Europe have led to interpretations of species differences between Homo neanderthalensis and Homo sapiens , and diverse influences of the environment on the populations. With the use of hypotheses on local or long-distance lithic procurement, agent-based models can function as a neutral and quantitative test of procurement choices. By statistically testing hypotheses made from ethnographic and archaeological studies, the material of four Middle Palaeolithic sites in the Middle Rhine area, Western Germany, set the frame for analysing procurement choices of the Neanderthals in their environmental setting. From the analyses of the agent-based models, it is visible that it is the availability of raw material resources that influences the procurement of the hunter-gatherer agent. By reflecting this result in the local environment and ecological options, it is argued that the advantages of local procurement succeeded the ones of long-distanced procurements for the Neanderthals. Thereby the study provides an example of the beneficial union of qualitative and quantitative methodologies in archaeological research, and how the science of the past can improve by adding computational methods of the present.
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