Spatial agent-based models for socio-ecological systems

Challenges and prospects

Journal article (2013)

Authors

T. Filatova University of Twente, Deltares
P.J. Verburg Vrije Universiteit Amsterdam
Dawn C. Parker University of Waterloo
Carol Ann Stannard The James Hutton Institute
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Agent-based model Multi-agent system Review Socio-ecological system Human-environment system
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Published Date

2013

Language

English

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Abstract

Departing from the comprehensive reviews carried out in the field, we identify the key challenges that agent-based methodology faces when modeling coupled socio-ecological systems. Focusing primarily on the papers presented in this thematic issue, we review progress in spatial agent-based models along the lines of four methodological challenges: (1) design and parameterizing of agent decision models, (2) verification, validation and sensitivity analysis, (3) integration of socio-demographic, ecological, and biophysical models, and (4) spatial representation. Based on this we critically reflect on the future work that is required to make agent-based modeling widely accepted as a tool to support the real world policy. •Progress of agent-based methodology in modeling coupled socio-ecological systems.•Key methodological challenges for ABM.•Societal issues and critical reflection on the prospects of ABM.