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Modeling Spatial Innovation Diffusion from Radiocarbon Dates and Regression Residuals: The Case of Early Old World Pottery

  • Fabio Silva (a1) (a2), James Steele (a1) (a3), Kevin Gibbs (a4) (a5) and Peter Jordan (a6)
Abstract

This article introduces a method of exploratory analysis of the geographical factors influencing large-scale innovation diffusion, and illustrates its application to the case of early pottery dispersal in the Old World. Regression techniques are used to identify broad-scale spatiotemporal trends in the innovation's first occurrence, and regression residuals are then analyzed to identify geographical variation (climate, biomes) that may have influenced local rates of diffusion. The boundaries between the modeled diffusion zones segregate the western half of the map into a Eurasian hunter-gatherer pottery-using zone affiliated by cultural descent to the Siberian center of innovation, and a lower-latitude farming and pastoralist zone affiliated by cultural descent to the north African center of innovation. However, the correlation coefficients suggest that this baseline model has limited explanatory power, with geographical patterning in the residuals indicating that habitat also greatly affected rates of spread of the new technology. Earlier-than-predicted ages for early pottery tend to occur in locations with mean annual temperature in the range approximately 0–15°. This favorable temperature range typically includes Mediterranean, grassland, and temperate forest biome types, but of these, the Mediterranean and the temperate deciduous forest biomes are the only ones on which regression residuals indicate earlier-than-predicted first observed pottery dates.

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Corresponding author
Corresponding author. Email: p.d.jordan@rug.nl.
References
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Ackland GJ, Signitzer M, Stratford K, Cohen MH. 2007. Cultural hitchhiking on the wave of advance of beneficial technologies. Proceedings of the National Academy of Sciences of the USA 104(21):8714–9.
Ammerman AJ, Cavalli-Sforza L. 1971. Measuring the rate of spread of early farming in Europe. Man New Series 6(4):674–88.
Ammerman AJ, Cavalli-Sforza L. 1984. The Neolithic Transition and the Genetics of Populations in Europe. Princeton: Princeton University Press.
Biton R, Goren Y, Goring-Morris A. 2014. Ceramics in the Levantine Pre-Pottery Neolithic B: evidence from Kfar HaHoresh, Israel. Journal of Archaeological Science 41:740–8.
Braconnot P, Otto-Bliesner B, Harrison S, Joussaume S, Peterschmitt J-Y, Abe-Ouchi A, Crucifix M, Driesschaert E, Fichefet T, Hewitt CD, Kageyama M, Kitoh A, Laîné A, Loutre M-F, Marti O, Merkel U, Ramstein G, Valdes P, Weber SL, Yu Y, Zhao Y. 2007. Results of PMIP2 coupled simulations of the Mid-Holocene and Last Glacial Maximum - Part 1: experiments and large-scale features. Climate of the Past 3(2):261–77.
Bronk Ramsey C. 2009. Bayesian analysis of radiocarbon dates. Radiocarbon 51(1):337–60.
Caneva I, editor. 1983. Pottery-Using Gatherers and Hunters at Saggai (Sudan): Preconditions for Food Production. Rome: Origini 12.
Chambers JM. 1983. Graphical Methods for Data Analysis. New York: Chapman & Hall.
Craig O, Saul H, Lucquin A, Nishida Y, Taché K, Clarke L, Thompson A, Altoft D, Uchiyama J, Ajimoto M, Gibbs K, Isaksson S, Heron C, Jordan P. 2013. Earliest evidence for the use of pottery. Nature 496(7445):351–4.
Davison K, Dolukhanov P, Sarson GR, Shukurov A. 2006. The role of waterways in the spread of the Neolithic. Journal of Archaeological Science 33(5):641–52.
Davison K, Dolukhanov PM, Sarson GR, Shukurov A, Zaitseva GI. 2009. Multiple sources of the European Neolithic: mathematical modelling constrained by radiocarbon dates. Quaternary International 203(1–2):10–8.
Gkiasta M, Russell T, Shennan S, Steele J. 2003. Neolithic transition in Europe: the radiocarbon record revisited. Antiquity 77(295):4562.
Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A. 2005. Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology 25(15):1965–78.
Hommel P. 2009. Hunter-gatherer pottery: an emerging 14C chronology. In: Jordan P, Zvelebil M, editors. Ceramics before Farming: The Dispersal of Pottery among Prehistoric Eurasian Hunter-Gatherers. Walnut Creek: Left Coast Press. p 561–9.
Jordan P, Zvelebil M. 2009. Ex oriente lux: the prehistory of hunter-gatherer ceramic dispersals. In: Jordan P, Zvelebil M, editors. Ceramics before Farming: The Dispersal of Pottery among Prehistoric Eurasian Hunter-Gatherers. Walnut Creek: Left Coast Press. p 3389.
Kuzmin Y. 2013. Origin of Old World pottery as viewed from the early 2010s: when, where and why? World Archaeology 45(4):539–56.
Le Mière M, Picon M. 1999. Les debuts de la céramique au Proche-Orient. Palaéorient 24(2):526.
Lemmen C, Gronenborn D, Wirtz KW. 2011. A simulation of the Neolithic transition in Western Eurasia. Journal of Archaeological Science 38(12):3459–70.
Mohammed-Ali A, Khabir A. 2003. The wavy line and the dotted wavy line pottery in the prehistory of the Central Nile and the Sahara-Sahel belt. African Archaeological Review 20(1):2558.
Nieuwenhuyse OP, Akkermans PMMG, van der Plicht J. 2010. Not so coarse, nor always plain – the earliest pottery of Syria. Antiquity 84(323):7185.
Olson DM, Dinerstein E, Wikramanayake ED, Burgess ND, Powell GV, Underwood EC, Kassem KR. 2001. Terrestrial ecoregions of the world: a new map of life on Earth. BioScience 51(11):933–8.
O'Malley J, Kuzmin Y, Donahue D, Jull A. 1999. Direct radiocarbon AMS dating of the earliest pottery from the Russian Far East and Transbaikal. Mémoires de la Société Préhistorique Française 26:1924.
Pinhasi R, Fort J, Ammerman AJ. 2005. Tracing the origin and spread of agriculture in Europe. PLoS Biology 3(12): e410.
Reimer PJ, Baillie MGL, Bard E, Bayliss A, Beck JW, Blackwell PG, Bronk Ramsey C, Buck CE, Burr GS, Edwards RL, Friedrich M, Grootes PM, Guilderson TP, Hajdas I, Heaton TJ, Hogg AG, Hughen KA, Kaiser KF, Kromer B, McCormac FG, Manning SW, Reimer RW, Richards DA, Southon JR, Talamo S, Turney CSM, van der Plicht J, Weyhenmeyer CE. 2009. IntCal09 and Marine09 radiocarbon age calibration curves, 0–50,000 years cal BP. Radiocarbon 51(4):1111–50.
Russell T, Silva F, Steele J. 2014. Modelling the spread of farming in the Bantu-speaking regions of Africa: an archaeology-based phylogeography. PLoS One 9(1):e87854.
Sadig A. 2013. Reconsidering the ‘Mesolithic’ and ‘Neolithic’ in Sudan. In: Shirai N, editor. Neolithisation of Northeastern Africa. Studies in Early Near Eastern Production, Subsistence, and Environment 16. Berlin: ex oriente. p 2342.
Silva F, Steele J. 2011. Modeling boundaries between converging fronts in prehistory. Advances in Complex Systems 14(5):121.
Smith P. 1978. An interim report on Ganj Dareh Tepe, Iran. American Journal of Archaeology 82(4):537–40.
Steele J. 2010. Radiocarbon dates as data: quantitative strategies for estimating colonization front speeds and event densities. Journal of Archaeological Science 37(8):2017–30.
van Etten J, Hijmans RJ. 2010. A geospatial modelling approach integrating archaeobotany and genetics to trace the origin and dispersal of domesticated plants. PLoS One 5(8): e12060.
Ward GK, Wilson SR. 1978. Procedures for comparing and combining radiocarbon age determinations: a critique. Archaeometry 20(1):1931.
Woodward FI, Lomas MR, Kelly CK. 2004. Global climate and the distribution of plant biomes. Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences 359(1450):1465–76.
Wu X, Zhang C, Goldberg P, Cohen D, Pan Y, Arpin T, Bar-Yosef O. 2012. Early Pottery at 20,000 Years Ago in Xianrendong Cave, China. Science 336(6089):1696–700.
Zeder MA, Hesse B. 2000. The initial domestication of goats (Capra hircus) in the Zagros Mountains 10,000 years ago. Science 287(5461):2254–7.
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Radiocarbon
  • ISSN: 0033-8222
  • EISSN: 1945-5755
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