An agent-based approach to model land-use change at a regional scale

被引:225
作者
Valbuena, Diego [1 ]
Verburg, Peter H. [1 ]
Bregt, Arnold K. [1 ]
Ligtenberg, Arend [1 ]
机构
[1] Wageningen Univ, Dept Environm Sci, NL-6700 AA Wageningen, Netherlands
关键词
Land-use/cover change; Decision-making; Agent-based modelling; Rural regions; MULTIAGENT SYSTEMS; COVER CHANGE; BEHAVIORAL-MODEL; COUPLED HUMAN; LANDSCAPE; FARMERS; COMPLEXITY; ATTITUDES; SCIENCE; VALUES;
D O I
10.1007/s10980-009-9380-6
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Land-use/cover change (LUCC) is a complex process that includes actors and factors at different social and spatial levels. A common approach to analyse and simulate LUCC as the result of individual decisions is agent-based modelling (ABM). However, ABM is often applied to simulate processes at local scales, while its application in regional studies is limited. This paper describes first a conceptual framework for ABM to analyse and explore regional LUCC processes. Second, the conceptual framework is represented by combining different concepts including agent typologies, farm trajectories and probabilistic decision-making processes. Finally, the framework is illustrated through a case study in the Netherlands, where processes of farm cessation, farm expansion and farm diversification are shaping the structure of the landscape. The framework is a generic, straightforward approach to analyse and explore regional LUCC with an explicit link to empirical approaches for parameterization of ABM.
引用
收藏
页码:185 / 199
页数:15
相关论文
共 64 条
[1]  
AARTS N, 2000, COMMUNICATION NATURE
[2]   Assessing vulnerability of selected farming communities in the Philippines based on a behavioural model of agent's adaptation to global environmental change [J].
Acosta-Michlik, Lilibeth ;
Espaldon, Victoria .
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2008, 18 (04) :554-563
[3]  
[Anonymous], 2003, QUAL ENG
[4]  
BATTIN M, 2001, MRI NEONATAL BRAIN, P36
[5]  
Benenson I., 2004, Geosimulation-Automata-based modeling of urban phenomena
[6]  
Beratan KK, 2007, ECOL SOC, V12
[7]  
Berger T, 2006, ECOL SOC, V11
[8]   Agent-based modeling: Methods and techniques for simulating human systems [J].
Bonabeau, E .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 :7280-7287
[9]   Multi-agent simulations and ecosystem management: a review [J].
Bousquet, F ;
Le Page, C .
ECOLOGICAL MODELLING, 2004, 176 (3-4) :313-332
[10]  
Bradshaw GA, 2000, CONSERV ECOL, V4