Generating Different Urban Land Configurations Based on Heterogeneous Decisions of Private Land Developers: An Agent-Based Approach in a Developing Country Context

Article


Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan. 2019. "Generating Different Urban Land Configurations Based on Heterogeneous Decisions of Private Land Developers: An Agent-Based Approach in a Developing Country Context." ISPRS International Journal of Geo-Information. 8 (5), pp. 1-19. https://doi.org/10.3390/ijgi8050229
Article Title

Generating Different Urban Land Configurations Based on Heterogeneous Decisions of Private Land Developers: An Agent-Based Approach in a Developing Country Context

ERA Journal ID200858
Article CategoryArticle
AuthorsWahyudi, Agung, Liu, Yan and Corcoran, Jonathan
Journal TitleISPRS International Journal of Geo-Information
Journal Citation8 (5), pp. 1-19
Article Number229
Number of Pages19
YearMay 2019
PublisherMDPI AG
Place of PublicationSwitzerland
ISSN2220-9964
Digital Object Identifier (DOI)https://doi.org/10.3390/ijgi8050229
Web Address (URL)https://www.mdpi.com/2220-9964/8/5/229
Abstract

In the provision of urban residential areas, private land developers play critical roles in nearly all stages of the land development process. Despite their important role little is known about how the spatial decisions of individual developers collectively influence urban growth. This paper employs an agent-based modelling approach to capture the spatial decisions of private land developers in shaping new urban forms. By drawing on microeconomic theory, the model simulates urban growth in the Jakarta Metropolitan Area, Indonesia, under different scenarios that reflect the decision behaviours of different types of developers. Results reveal that larger developers favour sites that are more proximate to the city centre whilst smaller developers prefer sites that are located further away from the city, that drive a more sprawled urban form. Our findings show that new urban areas are generated by different developers through different processes. The profit maximisation behaviour by developers with large capital reserves is more predictable than those with small capital funds. The imbalance in capital holdings by different types of developers interacts with one another to exert adverse impacts on the urban development process. Our study provides supporting evidence highlighting the need for urban policy to regulate urban expansion and achieve more sustainable urban development outcomes in a developing world context.

Keywordsagent-based model; land developer; human decision behaviour; urban development; megacity
Byline AffiliationsUniversity of Queensland
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Zolkafli, Amirulikhsan, Brown, Greg and Liu, Yan. 2017. "An Evaluation of Participatory GIS (PGIS) for Land Use Planning in Malaysia." The Electronic Journal of Information Systems in Developing Countries. 83 (1), pp. 1-23. https://doi.org/10.1002/j.1681-4835.2017.tb00610.x
Spatially explicit assessment of land ecological security with spatial variables and logistic regression modeling in Shanghai, China
Feng, Yongjiu, Liu, Yan and Liu, Yu. 2017. "Spatially explicit assessment of land ecological security with spatial variables and logistic regression modeling in Shanghai, China." Stochastic Environmental Research and Risk Assessment. 31 (9), pp. 2235-2249. https://doi.org/10.1007/s00477-016-1330-7
Detection of spatial hot spots and variation for the neon flying squid Ommastrephes bartramii resources in the northwest Pacific Ocean
Feng, Yongjiu, Chen, Xinjun and Liu, Yan. 2017. "Detection of spatial hot spots and variation for the neon flying squid Ommastrephes bartramii resources in the northwest Pacific Ocean." Chinese Journal of Oceanology and Limnology. 35 (4), pp. 921-935. https://doi.org/10.1007/s00343-017-6036-2
Bridging the knowledge divide between public and experts using PGIS for land use planning in Malaysia
Zolkafli, Amirulikhsan, Liu, Yan and Brown, Greg. 2017. "Bridging the knowledge divide between public and experts using PGIS for land use planning in Malaysia." Applied Geography. 83, pp. 107-117. https://doi.org/10.1016/j.apgeog.2017.03.013
Time-delayed influence of urban landscape change on the susceptibility of koalas to chlamydiosis
McAlpine, Clive, Brearley, Grant, Rhodes, Jonathan, Bradley, Adrian, Baxter, Greg, Seabrook, Leonie, Lunney, Daniel, Liu, Yan, Cottin, Manuelle, Smith, Andrew G. and Timms, Peter. 2017. "Time-delayed influence of urban landscape change on the susceptibility of koalas to chlamydiosis." Landscape Ecology. 32 (3), pp. 663-679. https://doi.org/10.1007/s10980-016-0479-2
Understanding ‘change’ through spatial thinking using Google Earth in secondary geography
Xiang, X. and Liu, Y.. 2017. "Understanding ‘change’ through spatial thinking using Google Earth in secondary geography." Journal of Computer Assisted Learning. 33 (1), pp. 65-78. https://doi.org/10.1111/jcal.12166
Greenspace and Crime: An Analysis of Greenspace Types, Neighboring Composition, and the Temporal Dimensions of Crime
Kimpton, Anthony, Corcoran, Jonathan and Wickes, Rebecca. 2017. "Greenspace and Crime: An Analysis of Greenspace Types, Neighboring Composition, and the Temporal Dimensions of Crime." Journal of Research in Crime and Delinquency. 54 (3), pp. 303-337. https://doi.org/10.1177/0022427816666309
An Evaluation of the Capacity-building Effects of Participatory GIS (PGIS) for Public Participation in Land Use Planning
Zolkafli, Amirulikhsan, Brown, Greg and Liu, Yan. 2017. "An Evaluation of the Capacity-building Effects of Participatory GIS (PGIS) for Public Participation in Land Use Planning." Planning Practice and Research. 32 (4), pp. 385-401. https://doi.org/10.1080/02697459.2017.1329470
Mapping mis-location and housing stress in the private rental sector: A case study of Brisbane, Australia
Liu, Yan, Cheshire, Lynda and Wadley, David. 2016. "Mapping mis-location and housing stress in the private rental sector: A case study of Brisbane, Australia." Applied Geography. 76, pp. 207-216. https://doi.org/10.1016/j.apgeog.2016.09.026
The effects of changing spatial scales on spatial patterns of CPUE for Ommastrephes bartramii in the northwest Pacific Ocean
Feng, Yongjiu, Chen, Xinjun and Liu, Yan. 2016. "The effects of changing spatial scales on spatial patterns of CPUE for Ommastrephes bartramii in the northwest Pacific Ocean." Fisheries Research. 183, pp. 1-12. https://doi.org/10.1016/j.fishres.2016.05.006
Simulating the Impact of Economic and Environmental Strategies on Future Urban Growth Scenarios in Ningbo, China
Liu, Yan and Feng, Yongjiu. 2016. "Simulating the Impact of Economic and Environmental Strategies on Future Urban Growth Scenarios in Ningbo, China." Sustainability. 8 (10), pp. 1-16. https://doi.org/10.3390/su8101045
Scenario prediction of emerging coastal city using CA modeling under different environmental conditions: a case study of Lingang New City, China
Feng, Yongjiu and Liu, Yan. 2016. "Scenario prediction of emerging coastal city using CA modeling under different environmental conditions: a case study of Lingang New City, China." Environmental Monitoring and Assessment. 188 (9). https://doi.org/10.1007/s10661-016-5558-y
An effective 3D meshing approach for fractured rocks
Liu, Yan and Xing, H. L.. 2016. "An effective 3D meshing approach for fractured rocks." International Journal for Numerical Methods in Engineering. 107 (5), pp. 363-376. https://doi.org/10.1002/nme.5166
Greenspace and Place Attachment: Do Greener Suburbs Lead to Greater Residential Place Attachment?
Kimpton, Anthony, Wickes, Rebecca and Corcoran, Jonathan. 2014. "Greenspace and Place Attachment: Do Greener Suburbs Lead to Greater Residential Place Attachment? " Urban Policy and Research. 32 (4), pp. 477-497. https://doi.org/10.1080/08111146.2014.908769
Baby boomers in Queensland: where are they and where are they moving?
Liu, Yan and Soar, Jeffrey. 2005. "Baby boomers in Queensland: where are they and where are they moving?" Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.
Modelling the driving forces of Sydney's urban development (1971-96) in a cellular environment
Liu, Yan and Phinn, Stuart. 2005. "Modelling the driving forces of Sydney's urban development (1971-96) in a cellular environment." Applied Geographic Information Systems (GIS). 1 (3). https://doi.org/10.2104/ag050027