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

被引:0
|
作者
Diego Valbuena
Peter H. Verburg
Arnold K. Bregt
Arend Ligtenberg
机构
[1] Wageningen University,Department of Environmental Sciences
来源
Landscape Ecology | 2010年 / 25卷
关键词
Land-use/cover change; Decision-making; Agent-based modelling; Rural regions;
D O I
暂无
中图分类号
学科分类号
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:14
相关论文
共 50 条
  • [21] Linking MODFLOW with an Agent-Based Land-Use Model to Support Decision Making
    Reeves, Howard W.
    Zellner, Moira L.
    [J]. GROUND WATER, 2010, 48 (05) : 649 - 660
  • [22] Colonist household decisionmaking and land-use change in the Amazon Rainforest: an agent-based simulation
    Deadman, P
    Robinson, D
    Moran, E
    Brondizio, E
    [J]. ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2004, 31 (05): : 693 - 709
  • [23] The relative influences of land-owner and landscape heterogeneity in an agent-based model of land-use
    Kelley, Hugh
    Evans, Tom
    [J]. ECOLOGICAL ECONOMICS, 2011, 70 (06) : 1075 - 1087
  • [24] Impacts of land-use management on ecosystem services and biodiversity: an agent-based modelling approach
    Habib, Thomas J.
    Heckbert, Scott
    Wilson, Jeffrey J.
    Vandenbroeck, Andrew J. K.
    Cranston, Jerome
    Farr, Daniel R.
    [J]. PEERJ, 2016, 4
  • [25] Incorporating gender specific land-use decisions in agent-based land use models
    Villamor, G. B.
    van Noordwijk, M.
    [J]. 21ST INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION (MODSIM2015), 2015, : 1889 - 1894
  • [26] Methodology for comparing agent-based models of land-use decisions
    Laine, T
    [J]. PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON COGNITIVE MODELING, 2004, : 410 - 411
  • [27] Land-use changes across distant places: design of a telecoupled agent-based model
    Dou, Yue
    Millington, James D. A.
    Bicudo Da Silva, Ramon Felipe
    McCord, Paul
    Vina, Andres
    Song, Qian
    Yu, Qiangyi
    Wu, Wenbin
    Batistella, Mateus
    Moran, Emilio
    Liu, Jianguo
    [J]. JOURNAL OF LAND USE SCIENCE, 2019, 14 (03) : 191 - 209
  • [28] Indonesia's forest conversion moratorium assessed with an agent-based model of Land-Use Change and Ecosystem Services (LUCES)
    Suwarno, Aritta
    van Noordwijk, Meine
    Weikard, Hans-Peter
    Suyamto, Desi
    [J]. MITIGATION AND ADAPTATION STRATEGIES FOR GLOBAL CHANGE, 2018, 23 (02) : 211 - 229
  • [29] Indonesia’s forest conversion moratorium assessed with an agent-based model of Land-Use Change and Ecosystem Services (LUCES)
    Aritta Suwarno
    Meine van Noordwijk
    Hans-Peter Weikard
    Desi Suyamto
    [J]. Mitigation and Adaptation Strategies for Global Change, 2018, 23 : 211 - 229
  • [30] ABMland - a Tool for Agent-Based Model Development on Urban Land Use Change
    Schwarz, Nina
    Kahlenberg, Daniel
    Haase, Dagmar
    Seppelt, Ralf
    [J]. JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2012, 15 (02):