期刊
ENVIRONMENTAL MODELLING & SOFTWARE
卷 45, 期 -, 页码 1-7出版社
ELSEVIER SCI LTD
DOI: 10.1016/j.envsoft.2013.03.017
关键词
Agent-based model; Multi-agent system; Socio-ecological system; Human-environment system; Review
类别
资金
- U.S. National Science Foundation's Coupled Natural and Human Systems program SLUCE II project (Spatial Land Use Change and Ecological Effects) NSF [CNH-0813799]
- Netherlands Organization for Scientific Research (NWO) VENI grant [451-11-033]
- European Research Council under the European Union's Seventh Framework Programme (FP)/ERC Grant [311819]
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. (c) 2013 Elsevier Ltd. All rights reserved.
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