Angourakis et al.
IOW-Kiel, session 11
Kiel, 14 March 2019
https://andros-spica.github.io/IOW-Angourakis-et-al-2019/

How to ‘downsize’ a complex society

Experiments with agent-based models to assess the resilience of Indus Civilisation settlements to past climate change

Andreas Angourakis, Jennifer Bates, Jean-Phillipe Baudouin,
Alena Giesche, M. Cemre Ustunkaya, Nathan Wright,
Ravindra N. Singh and Cameron A. Petrie

available at https://andros-spica.github.io/IOW-Angourakis-et-al-2019/
https://andros-spica.github.io/IOW-Angourakis-et-al-2019/index.html?print-pdf (printable version)

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Overview

body-decor
  • One of the great ‘Old World’ Bronze Age civilisations
  • First cities in South Asia (c.2500-1900 BC) [“experiment”?]
  • De-urbanisation - collapse, decline or transformation?


  • Five (or four) known major urban centres
  • Possibly ‘city-states’
  • each up to 280 km apart
  • primarily rely on zebu, sheep, goat and water buffalo + wheat/barley + (some) summer crops

Indus Civilisation

Mohenjo-daro, Sindh, Pakistan. "Great bath" and "granary". (Source)

Long distance exchange/trade

harappa-supply long-trade
R. Law 2010, T. Wilkinson 2012

summer rain, winter rain

Giesche et al. 2019 Map Giesche et al. 2019 “Predictable unpredictability”
J.-P. Baudouin (in preparation) winter-rain summer-rain

climate change

lake-bed-samples
Fig.8 Giesche et al. 2019 Giesche et al. 2019
  • start of the urban phase -> stronger winter monsoon (4.5 and 4.3 ka)
  • end of the urban phase -> some time after the decrease in both the summer and winter monsoon strength (4.1 ka)

Crop diversity

Farming in two seasons involves diverse land-use, water requirements, and careful scheduling of labour


multi-cropping and intercropping


constraints and potentialities of combining crops

Rakhigarhi hinterlands


Lohari Ragho

Occupied in Early and Mature phases (pre-4.2 kya BP)

Ideal for exploring the transition to the urban period and behaviour before the climate event.

lohari ragho sampling

Masudpur-I

Occupied in Mature and Late phases (post-4.2 kya BP)

Ideal for exploring behaviour after the climate event and the transition into the post-urban period.


others

MSD VII - Bhimwada Jodha,
1-2 ha mound, height 1-2 m

MSD 1 - Sampolia Khera,
5-6 ha mound, height 1-2 m

  • 6km apart, c.15 km from Rakhigarhi
  • Intermittent occupation at both sites, spanning consecutive phases
  • barley, also millet + rice in the Early, Mature & Late Harappan

Bates et al 2017a/b, Petrie et al 2016 

masudpur i and vii

Flotation materials

Flotation materials

flotation-cemre

Economical plants (M. Cemre Ustunkaya)

archaeobot-cemre

Charcoal (N. Wright)

charcoal-nathan

TwoRains modelling programme

Mission:
to explore human adaptation to the shifting landscapes of NW India and expose the sustainability of different types of possible human responses, in terms of decision-making, to abrupt climate change
Aspects to model:

  • rural settlement
  • households
  • food production/consumption
  • land use (crop strategies)
  • surplus?
Goal model

Households

  • Definition: propinquity and co-residence, rather than kinship
  • Importance: most universal element of human societies
  • Models (templates):
    • Household demography
    • Household economy

Household demography

Structure

Household structure

models

nuptiality fertility peristera-kostaki-equation
Peristeva & Kostaki 2007, 2015

models

mortality regions mortality levels
Coale-Demeny Life Tables Model ('cdmlt' functions in demogR package by James Holland Jones and collaborators)
Coale, A., P. Demeny, and B. Vaughn. 1983. Regional model life tables and stable populations. 2nd ed. New York: Academic Press.

Nuptiality

couples

Household economy

cycle

Household economy

labour

labour function labour-equation

nutrition

nutrition function nutrition-equation

nutrition effect on mortality

nutrition-effect nutrition-effect-equation

Land use model and strategy (decision-making)

  • land divided in cells (patches)
  • cultivable/non-cultivable
  • cover: crops/non-crops
  • soil (humidity, salinity, N, pH)

under construction!

Exchange network dynamics

'hubs' can emerge/fluctuate/collapse even without exogenous factors

PondTrade model

'TwoRains' project

ERC, 2015-2020



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Acknowledgements

Thanks to the Land, Water and Settlement and TwoRains teams:

Aftab Alam, Alessandro Ceccarelli, Sagorika Chakraborty, Sudarshan Chakradhari, Arti Chowdhary, Yama Dixit, Charly French, Adam Green, Henry Green, Lily Green, David Hodell, Penny Jones, Carla Lancelotti, Emma Lightfoot, Frank Lynam, Sayantani Neogi, Hector Orengo, Arun Kumar Pandey, Danika Parikh, Vikas Pawar, Amit Ranjan, David Redhouse, Dheerendra Pratab Singh, Akshyeta Suryanarayan, & Joanna Walker.

Special thanks also to the Department of AIHC and Archaeology, BHU, the European Research Council (ERC), and the UK-India Education and Research Initiative (UKIERI) for support and funding, and to the Archaeological Survey of India for permission to carry out the work.

How to ‘downsize’ a complex society

Experiments with agent-based models to assess the resilience of Indus Civilisation settlements to past climate change

Andreas Angourakis, Jennifer Bates, Jean-Phillipe Baudouin,
Alena Giesche, M. Cemre Ustunkaya, Nathan Wright,
Ravindra N. Singh and Cameron A. Petrie

THANK YOU!

available at https://andros-spica.github.io/IOW-Angourakis-et-al-2019/
https://andros-spica.github.io/IOW-Angourakis-et-al-2019/index.html?print-pdf (printable version)

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