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An empirically informed agent-based model of a Nepalese smallholder village

Authors :
Nicholas Roxburgh
Andrew Evans
Raj K. GC
Nick Malleson
Alison Heppenstall
Lindsay Stringer
Source :
MethodsX, Vol 8, Iss , Pp 101276- (2021)
Publication Year :
2021
Publisher :
Elsevier, 2021.

Abstract

Agent-based modelling methodologies offer a number of advantages when it comes to socio-ecological systems research. In particular, they enable experiments to be conducted that are not practical or feasible to conduct in real world settings; they can capture heterogeneity in agent circumstances, knowledge, behaviour, and experiences; and they facilitate a multi-scale, causal understanding of system dynamics. However, developing detailed, empirically informed agent-based models is typically a time and resource intensive activity. Here, we describe a detail-rich, ethnographically informed agent-based model of a Nepalese smallholder village that was created for the purpose of studying the impact of multiple stressors on mountain communities. In doing so, we aim to make the model accessible to other researchers interested in simulating such communities and to provide inspiration for other socio-ecological system modellers. • The model is described using the ODD protocol. • The number of replicate runs required for experiments is discussed, and the model validation and sensitivity analysis processes that have been conducted are explained. • Suggestions are made for how the model can practically be used and for how model outputs can be analysed.

Details

Language :
English
ISSN :
22150161
Volume :
8
Issue :
101276-
Database :
Directory of Open Access Journals
Journal :
MethodsX
Publication Type :
Academic Journal
Accession number :
edsdoj.6f53d504952542faae957cf578be4432
Document Type :
article
Full Text :
https://doi.org/10.1016/j.mex.2021.101276