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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.
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GJ Ackland , M Signitzer , K Stratford , MH Cohen . 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.

R Biton , Y Goren , A Goring-Morris . 2014. Ceramics in the Levantine Pre-Pottery Neolithic B: evidence from Kfar HaHoresh, Israel. Journal of Archaeological Science 41:740–8.

P Braconnot , B Otto-Bliesner , S Harrison , S Joussaume , J-Y Peterschmitt , A Abe-Ouchi , M Crucifix , E Driesschaert , T Fichefet , CD Hewitt , M Kageyama , A Kitoh , A Laîné , M-F Loutre , O Marti , U Merkel , G Ramstein , P Valdes , SL Weber , Y Yu , Y Zhao . 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.

C Bronk Ramsey . 2009. Bayesian analysis of radiocarbon dates. Radiocarbon 51(1):337–60.

O Craig , H Saul , A Lucquin , Y Nishida , K Taché , L Clarke , A Thompson , D Altoft , J Uchiyama , M Ajimoto , K Gibbs , S Isaksson , C Heron , P Jordan . 2013. Earliest evidence for the use of pottery. Nature 496(7445):351–4.

K Davison , P Dolukhanov , GR Sarson , A Shukurov . 2006. The role of waterways in the spread of the Neolithic. Journal of Archaeological Science 33(5):641–52.

K Davison , PM Dolukhanov , GR Sarson , A Shukurov , GI Zaitseva . 2009. Multiple sources of the European Neolithic: mathematical modelling constrained by radiocarbon dates. Quaternary International 203(1–2):10–8.

M Gkiasta , T Russell , S Shennan , J Steele . 2003. Neolithic transition in Europe: the radiocarbon record revisited. Antiquity 77(295):4562.

RJ Hijmans , SE Cameron , JL Parra , PG Jones , A Jarvis . 2005. Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology 25(15):1965–78.

Y Kuzmin . 2013. Origin of Old World pottery as viewed from the early 2010s: when, where and why? World Archaeology 45(4):539–56.

C Lemmen , D Gronenborn , KW Wirtz . 2011. A simulation of the Neolithic transition in Western Eurasia. Journal of Archaeological Science 38(12):3459–70.

A Mohammed-Ali , A Khabir . 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.

OP Nieuwenhuyse , PMMG Akkermans , J van der Plicht . 2010. Not so coarse, nor always plain – the earliest pottery of Syria. Antiquity 84(323):7185.

DM Olson , E Dinerstein , ED Wikramanayake , ND Burgess , GV Powell , EC Underwood , KR Kassem . 2001. Terrestrial ecoregions of the world: a new map of life on Earth. BioScience 51(11):933–8.

R Pinhasi , J Fort , AJ Ammerman . 2005. Tracing the origin and spread of agriculture in Europe. PLoS Biology 3(12): e410.

PJ Reimer , MGL Baillie , E Bard , A Bayliss , JW Beck , PG Blackwell , C Bronk Ramsey , CE Buck , GS Burr , RL Edwards , M Friedrich , PM Grootes , TP Guilderson , I Hajdas , TJ Heaton , AG Hogg , KA Hughen , KF Kaiser , B Kromer , FG McCormac , SW Manning , RW Reimer , DA Richards , JR Southon , S Talamo , CSM Turney , J van der Plicht , CE Weyhenmeyer . 2009. IntCal09 and Marine09 radiocarbon age calibration curves, 0–50,000 years cal BP. Radiocarbon 51(4):1111–50.

T Russell , F Silva , J Steele . 2014. Modelling the spread of farming in the Bantu-speaking regions of Africa: an archaeology-based phylogeography. PLoS One 9(1):e87854.

P Smith . 1978. An interim report on Ganj Dareh Tepe, Iran. American Journal of Archaeology 82(4):537–40.

J Steele . 2010. Radiocarbon dates as data: quantitative strategies for estimating colonization front speeds and event densities. Journal of Archaeological Science 37(8):2017–30.

J van Etten , RJ Hijmans . 2010. A geospatial modelling approach integrating archaeobotany and genetics to trace the origin and dispersal of domesticated plants. PLoS One 5(8): e12060.

GK Ward , SR Wilson . 1978. Procedures for comparing and combining radiocarbon age determinations: a critique. Archaeometry 20(1):1931.

FI Woodward , MR Lomas , CK Kelly . 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.

X Wu , C Zhang , P Goldberg , D Cohen , Y Pan , T Arpin , O Bar-Yosef . 2012. Early Pottery at 20,000 Years Ago in Xianrendong Cave, China. Science 336(6089):1696–700.

MA Zeder , B Hesse . 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
  • URL: /core/journals/radiocarbon
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