The Consequences of Human land-use Strategies During the PPNB-LN Transition: A Simulation Modeling Approach

abstract: This dissertation investigates the long-term consequences of human land-use practices in general, and in early agricultural villages in specific. This pioneering case study investigates the "collapse" of the Early (Pre-Pottery) Neolithic lifeway, which was a major transformationa...

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Other Authors: Ullah, Isaac Imran Taber (Author)
Format: Doctoral Thesis
Language:English
Published: 2013
Subjects:
GIS
Online Access:http://hdl.handle.net/2286/R.I.18054
id ndltd-asu.edu-item-18054
record_format oai_dc
spelling ndltd-asu.edu-item-180542018-06-22T03:04:06Z The Consequences of Human land-use Strategies During the PPNB-LN Transition: A Simulation Modeling Approach abstract: This dissertation investigates the long-term consequences of human land-use practices in general, and in early agricultural villages in specific. This pioneering case study investigates the "collapse" of the Early (Pre-Pottery) Neolithic lifeway, which was a major transformational event marked by significant changes in settlement patterns, material culture, and social markers. To move beyond traditional narratives of cultural collapse, I employ a Complex Adaptive Systems approach to this research, and combine agent-based computer simulations of Neolithic land-use with dynamic and spatially-explicit GIS-based environmental models to conduct experiments into long-term trajectories of different potential Neolithic socio-environmental systems. My analysis outlines how the Early Neolithic "collapse" was likely instigated by a non-linear sequence of events, and that it would have been impossible for Neolithic peoples to recognize the long-term outcome of their actions. The experiment-based simulation approach shows that, starting from the same initial conditions, complex combinations of feedback amplification, stochasticity, responses to internal and external stimuli, and the accumulation of incremental changes to the socio-natural landscape, can lead to widely divergent outcomes over time. Thus, rather than being an inevitable consequence of specific Neolithic land-use choices, the "catastrophic" transformation at the end of the Early Neolithic was an emergent property of the Early Neolithic socio-natural system itself, and thus likely not an easily predictable event. In this way, my work uses the technique of simulation modeling to connect CAS theory with the archaeological and geoarchaeological record to help better understand the causes and consequences of socio-ecological transformation at a regional scale. The research is broadly applicable to other archaeological cases of resilience and collapse, and is truly interdisciplinary in that it draws on fields such as geomorphology, computer science, and agronomy in addition to archaeology. Dissertation/Thesis Ullah, Isaac Imran Taber (Author) Barton, C. Michael (Advisor) Banning, Edward B. (Committee member) Clark, Geoffrey (Committee member) Arrowsmith, J. Ramon (Committee member) Arizona State University (Publisher) Archaeology Sustainability System science Complex Adaptive Systems Complexity Science Computational Modeling GIS Neolithic Social-Ecological Systems eng 454 pages Ph.D. Anthropology 2013 Doctoral Dissertation http://hdl.handle.net/2286/R.I.18054 http://rightsstatements.org/vocab/InC/1.0/ All Rights Reserved 2013
collection NDLTD
language English
format Doctoral Thesis
sources NDLTD
topic Archaeology
Sustainability
System science
Complex Adaptive Systems
Complexity Science
Computational Modeling
GIS
Neolithic
Social-Ecological Systems
spellingShingle Archaeology
Sustainability
System science
Complex Adaptive Systems
Complexity Science
Computational Modeling
GIS
Neolithic
Social-Ecological Systems
The Consequences of Human land-use Strategies During the PPNB-LN Transition: A Simulation Modeling Approach
description abstract: This dissertation investigates the long-term consequences of human land-use practices in general, and in early agricultural villages in specific. This pioneering case study investigates the "collapse" of the Early (Pre-Pottery) Neolithic lifeway, which was a major transformational event marked by significant changes in settlement patterns, material culture, and social markers. To move beyond traditional narratives of cultural collapse, I employ a Complex Adaptive Systems approach to this research, and combine agent-based computer simulations of Neolithic land-use with dynamic and spatially-explicit GIS-based environmental models to conduct experiments into long-term trajectories of different potential Neolithic socio-environmental systems. My analysis outlines how the Early Neolithic "collapse" was likely instigated by a non-linear sequence of events, and that it would have been impossible for Neolithic peoples to recognize the long-term outcome of their actions. The experiment-based simulation approach shows that, starting from the same initial conditions, complex combinations of feedback amplification, stochasticity, responses to internal and external stimuli, and the accumulation of incremental changes to the socio-natural landscape, can lead to widely divergent outcomes over time. Thus, rather than being an inevitable consequence of specific Neolithic land-use choices, the "catastrophic" transformation at the end of the Early Neolithic was an emergent property of the Early Neolithic socio-natural system itself, and thus likely not an easily predictable event. In this way, my work uses the technique of simulation modeling to connect CAS theory with the archaeological and geoarchaeological record to help better understand the causes and consequences of socio-ecological transformation at a regional scale. The research is broadly applicable to other archaeological cases of resilience and collapse, and is truly interdisciplinary in that it draws on fields such as geomorphology, computer science, and agronomy in addition to archaeology. === Dissertation/Thesis === Ph.D. Anthropology 2013
author2 Ullah, Isaac Imran Taber (Author)
author_facet Ullah, Isaac Imran Taber (Author)
title The Consequences of Human land-use Strategies During the PPNB-LN Transition: A Simulation Modeling Approach
title_short The Consequences of Human land-use Strategies During the PPNB-LN Transition: A Simulation Modeling Approach
title_full The Consequences of Human land-use Strategies During the PPNB-LN Transition: A Simulation Modeling Approach
title_fullStr The Consequences of Human land-use Strategies During the PPNB-LN Transition: A Simulation Modeling Approach
title_full_unstemmed The Consequences of Human land-use Strategies During the PPNB-LN Transition: A Simulation Modeling Approach
title_sort consequences of human land-use strategies during the ppnb-ln transition: a simulation modeling approach
publishDate 2013
url http://hdl.handle.net/2286/R.I.18054
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