The use of predictive modelling to target Neolithic settlement and occupation activity in mainland Scotland

Abstract A central aim of Neolithic studies in Europe is to understand settlement or domestic activity of the first agriculturalists. In Scotland, the continued absence of unambiguous Neolithic settlement or domestic occupation activities on the mainland remains an unresolved issue. It is proposed that areas attractive for settlement and occupation activities may be identified by constructing GIS-based models of sites believed to be related to settlement or occupation activities, including chambered cairns, timber halls, and sites containing pit-digging episodes. Statistical analyses undertaken in this process suggest new insights into the locations of the chambered cairns, timber halls, and pits. Finalised models are constructed and desktop assessments are conducted to examine model performance. Research priorities for improving significant environmental variables driving the current models are identified.

[1]  K. Brophy From Big Houses to Cult Houses: Early Neolithic Timber Halls in Scotland , 2007, Proceedings of the Prehistoric Society.

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

[3]  P. Hughes,et al.  Excavation of a Neolithic Wooden Platform, Stirlingshire , 2002, Proceedings of the Prehistoric Society.

[4]  Susan A. Murphy,et al.  Monographs on statistics and applied probability , 1990 .

[5]  Dennis Ogburn,et al.  Assessing the level of visibility of cultural objects in past landscapes , 2006 .

[6]  Lynne Sebastian,et al.  Quantifying the Present and Predicting the Past: Theory, Method, and Application of Archaeological Predictive Modeling , 1988 .

[7]  L. A. Beck Regional approaches to mortuary analysis , 1995 .

[8]  C. Ruff,et al.  Body size, body proportions, and mobility in the Tyrolean "Iceman". , 2006, Journal of human evolution.

[9]  Julian Thomas,et al.  Understanding The Neolithic , 1999 .

[10]  V. Formicola,et al.  Stature reconstruction from long bones in ancient population samples: an approach to the problem of its reliability. , 1993, American journal of physical anthropology.

[11]  T. Darvill,et al.  Neolithic Houses in Northwest Europe and Beyond , 1996 .

[12]  W. Rathje,et al.  Rubbish!: The Archaeology of Garbage , 1992 .

[13]  A. Ritchie Neolithic Orkney in its European context , 2000 .

[14]  D. Simpson,et al.  Studies in ancient Europe : essays presented to Stuart Piggott , 1968 .

[15]  Konnie L. Wescott,et al.  GIS and archaeological site location modeling , 2005 .

[16]  B. Holt,et al.  Biomechanical approach to the reconstruction of activity patterns in Neolithic Western Liguria, Italy. , 2006, American journal of physical anthropology.

[17]  Vincenzo Formicola,et al.  Regression equations for estimating stature from long bones of early holocene European samples. , 1996, American journal of physical anthropology.

[18]  I. Ralston,et al.  The Neolithic timber hall at Balbridie, Grampian Region, Scotland: the building, the date, the plant macrofossils , 1993, Antiquity.

[19]  Joshua Pollard,et al.  ‘These places have their moments’: thoughts on settlement practices in the British Neolithic , 1999 .

[20]  L. Barnetson,et al.  Excavations in the ceremonial complex of the fourth to 2nd millennium BC at Balfarg/Balbirnie, Glenrothes, Fife , 1994, Proceedings of the Society of Antiquaries of Scotland.

[21]  David Taylor,et al.  Modeling environmental influences on the locations of Irish early medieval ringforts , 2006 .

[22]  R. Strachan,et al.  Excavations of Neolithic and Bronze Age sites near Peterhead, Aberdeenshire, 1998 , 2003 .

[23]  D. Harris Settlement and economy in the third and second millennia B.C.: Colin Burgess and Roger Miket (Eds), (Oxford: British Archaeological Reports, 1976. Pp. 331. £5·90) , 1978 .

[24]  A. Macsween,et al.  Excavation of Neolithic and Bronze Age settlement features at Lamb's Nursery, Dalkeith, Midlothian , 2002, Proceedings of the Society of Antiquaries of Scotland.

[25]  S. Carter,et al.  Excavation of a Neolithic settlement and ritual complex at Beckton Farm, Lockerbie, Dumfries & Galloway , 1998, Proceedings of the Society of Antiquaries of Scotland.

[26]  Marcos Llobera,et al.  Calculating the inherent visual structure of a landscape (inherent viewshed) using high-throughput computing , 2010 .

[27]  Kenneth L. Kvamme Recent directions and developments in geographical information systems , 1999 .

[28]  A. Sheridan,et al.  Neolithic and later prehistoric structures, and early medieval metal-working, at Blairhall Burn, Amisfield, Dumfriesshire , 1999, Proceedings of the Society of Antiquaries of Scotland.

[29]  Tim Phillips,et al.  The living and the dead in northern Scotland 3500–2000 BC , 2000, Antiquity.

[30]  J. Sheridan,et al.  From Picardie to Pickering and Pencraig hill? New information on the 'Carinated bowl Neolithic' in Northern Britain , 2007 .

[31]  David Wheatley,et al.  Contemporary themes in archaeological computing , 2002 .

[32]  John B. Miller,et al.  Claish, stirling: an early Neolithic structure in its context , 2002 .

[33]  Ian Armit,et al.  The Archaeology of Skye and the Western Isles , 1996 .

[34]  Herbert D. G. Maschner,et al.  Multivariate approaches to site location on the Northwest Coast of North America , 1995, Antiquity.

[35]  D. Simpson,et al.  Excavation of a kerbed funerary monument at Stoneyfield, Raigmore, Inverness, Highland, 1972–3 , 1997, Proceedings of the Society of Antiquaries of Scotland.

[36]  J. Barrett,et al.  Fragments from Antiquity: An Archaeology of Social Life in Britain, 2900-1200 BC , 1995 .

[37]  A Brooks,et al.  MN/MODEL: A PREDICTIVE MODEL OF PRECONTACT ARCHAEOLOGICAL SITE LOCATION FOR THE STATE OF MINNESOTA , 2002 .

[38]  R. Bradley The Prehistory of Britain and Ireland , 2019 .

[39]  Helena Rua,et al.  Geographic information systems in archaeological analysis : a predictive model in the detection of rural Roman villae , 2009 .

[40]  D. Maidment Arc hydro : GIS for water resources , 2002 .

[41]  A. Macsween,et al.  The excavation of a Neolithic and Iron Age settlement at Wardend of Durris, Aberdeenshire , 1996, Proceedings of the Society of Antiquaries of Scotland.

[42]  Audrey Shore. Henshall,et al.  The chambered tombs of Scotland , 1963 .

[43]  A. Fleming Tombs for the Living , 1973 .

[44]  M. Lake,et al.  Excavations at Bolsay Farm, a Mesolithic Settlement on Islay , 1992, Cambridge Archaeological Journal.

[45]  David G. Anderson,et al.  Archaeology, History, and Predictive Modeling: Research at Fort Polk, 1972-2002 , 2003 .

[46]  Tim Phillips Seascapes and landscapes in Orkney and northern Scotland , 2004 .

[47]  D. Simpson,et al.  Neolithic Settlement in Ireland and Western Britain , 2004 .

[48]  Richard Fletcher,et al.  Some spatial analyses of Chalcolithic settlement in Southern Israel , 2008 .

[49]  C. Fowler,et al.  Places Of Transformation: Building Monuments From Water And Stone In The Neolithic Of The Irish Sea , 2003 .

[50]  P. Spikins,et al.  GIS Models of Past Vegetation: An Example from Northern England, 10,000–5000 BP , 2000 .

[51]  C. Burgess,et al.  Meldon Bridge: a centre of the third millennium BC in Peeblesshire , 2000, Proceedings of the Society of Antiquaries of Scotland.

[52]  C. Renfrew The Prehistory of Orkney , 1993 .

[53]  T. Holden,et al.  Excavation of Neolithic enclosures at Cowie Road, Bannockburn, Stirling, 1984-85 , 1998, Proceedings of the Society of Antiquaries of Scotland.

[54]  L. Barnetson,et al.  Sites of the third millennium BC to the first millennium AD at North Mains, Strathallan, Perthshire , 1983 .

[55]  Julian Thomas,et al.  Rethinking the Neolithic , 1991 .

[56]  S. Carter,et al.  A possible Neolithic settlement at Kinbeachie, Black Isle, Highland , 2002, Proceedings of the Society of Antiquaries of Scotland.

[57]  J. N. Callow,et al.  How does modifying a DEM to reflect known hydrology affect subsequent terrain analysis , 2007 .

[58]  K. Kvamme There and Back Again: Revisiting Archaeological Locational Modeling , 2005 .

[59]  Meghan C. L. Howey Using multi-criteria cost surface analysis to explore past regional landscapes: a case study of ritual activity and social interaction in Michigan, AD 1200–1600 , 2007 .

[60]  Daniel A. Grijfith Statistical Techniques in Geographical Analysis , 1985 .

[61]  Marcos Llobera,et al.  Exploring the topography of mind: GIS, social space and archaeology , 1996, Antiquity.

[62]  K. Randsborg,et al.  Archaeology of Death , 2009 .

[63]  C. Renfrew Approaches to Social Archaeology , 1986 .

[64]  R. Tipping The form and the fate of Scotland's woodlands , 1995, Proceedings of the Society of Antiquaries of Scotland.

[65]  N. Field,et al.  New Neolithic Sites in Dorset and Bedfordshire, with a Note on the Distribution of Neolithic Storage-Pits in Britain , 1964, Proceedings of the Prehistoric Society.

[66]  M. Knight,et al.  Pit Clusters and the Temporality of Occupation: an Earlier Neolithic Site at Kilverstone, Thetford, Norfolk , 2005, Proceedings of the Prehistoric Society.

[67]  J. Barrett,et al.  A phenomenology of landscape , 2009 .

[68]  A. Saville,et al.  Excavation of a Neolithic enclosure and an Iron Age settlement at Douglasmuir, Angus , 1996, Proceedings of the Society of Antiquaries of Scotland.

[69]  J. Barrett,et al.  The Archaeology of context in the Neolithic and Bronze Age : recent trends , 1988 .

[70]  I. Armit,et al.  Excavation of pits containing grooved ware at Hillend, Clydesdale district, Strathclyde Region , 1995, Proceedings of the Society of Antiquaries of Scotland.

[71]  David Wheatley,et al.  Making space for an archaeology of place , 2004 .

[72]  A. Ritchie,et al.  Excavation of a Neolithic farmstead at Knap of Howar, Papa Westray, Orkney , 1984, Proceedings of the Society of Antiquaries of Scotland.

[73]  Konnie Wescott,et al.  Practical Applications of GIS for Archaeologists: A Predictive Modelling Toolkit , 1999 .

[74]  James Ebert,et al.  The State of the Art in "Inductive" Predictive Modeling: Seven Big Mistakes (and Lots of Smaller Ones) , 1999 .

[75]  P. Allison The archaeology of household activities , 2001 .

[76]  G. Noble Neolithic Scotland: Timber, Stone, Earth and Fire , 2006 .

[77]  D. Garrow Placing pits: Landscape Occupation and Depositional Practice During the Neolithic in East Anglia , 2007, Proceedings of the Prehistoric Society.

[78]  R. McCulloch,et al.  Modelling land use around an early Neolithic timber 'hall' in north east Scotland from high spatial resolution pollen analyses , 2009 .

[79]  P. Rowley-Conwy,et al.  Report on the excavation of a Neolithic mound at Boghead, Speymouth Forest, Fochabers, Moray, 1972 and 1974 , 1985, Proceedings of the Society of Antiquaries of Scotland.

[80]  A. Whittle Europe in the Neolithic: The Creation of New Worlds , 1998 .

[81]  P. McCullagh,et al.  Generalized Linear Models , 1992 .

[82]  A. Sheridan,et al.  Biggar Common, 1987-93: an early prehistoric funerary and domestic landscape in Clydesdale, South Lanarkshire , 1998, Proceedings of the Society of Antiquaries of Scotland.

[83]  S. Mithen,et al.  Hunter-gatherer landscape archaeology: the Southern Hebrides Mesolithic project 1988-1998 , 2000 .

[84]  Mike Baxter,et al.  Statistics in Archaeology , 2010 .

[85]  S. Piggott,et al.  The Neolithic Cultures Of The British Isles , 1956 .

[86]  Sharples Vessels for the Ancestors , 1992 .

[87]  G. Lock,et al.  Beyond the map : archaeology and spatial technologies , 2000 .

[88]  C. Wickham-Jones,et al.  A Neolithic ring-mound at Midtown of Pitglassie, Auchterless, Aberdeenshire , 1996 .

[89]  Hans Kamermans,et al.  Predictive Modelling for Archaeological Heritage Management: a research agenda , 2005 .

[90]  Excavation of a Neolithic occupation site at Chapelfield, Cowie, Stirling , 2002 .

[91]  Louis Cohen,et al.  Statistics for Social Scientists , 1982 .

[92]  Tim Phillips Landscapes of the living, landscapes of the dead : the location of chambered cairns of northern Scotland , 2002 .

[93]  Philip Verhagen,et al.  Case Studies in Archaeological Predictive Modeling , 2007 .

[94]  D. Simpson A Neolithic Settlement in the Outer Hebrides , 1965, Antiquity.

[95]  C. Mills,et al.  Trial excavation of a terrace-edge enclosure at North Mains, Strathallan, Perthshire , 1991, Proceedings of the Society of Antiquaries of Scotland.

[96]  D. Davidson,et al.  A spatial analysis of neolithic chambered cairns on the island of Arran, Scotland , 1987 .

[97]  V. Childe,et al.  Skara Brae : a pictish village in Orkney , 1932 .