IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v92y2020ics0264837719302236.html
   My bibliography  Save this article

A cellular automata-based land-use model as an integrated spatial decision support system for urban planning in developing cities: The case of the Bogotá region

Author

Listed:
  • Guzman, Luis A.
  • Escobar, Francisco
  • Peña, Javier
  • Cardona, Rafael

Abstract

Bogotá and the 17 neighboring municipalities make up one of the biggest metropolitan areas in Latin America. However, despite strong functional interactions within the area, there is no official government body at this level in charge of coordinating authorities and providing solutions to the wide variety of issues arising in the regional urban land system. Aiming at providing an insight on future land-use developments linked to new transport infrastructures and at offering a tool to support territorial decision-making, this paper presents a cellular automata-based (CA) model based in Metronamica® software, that allows testing different scenarios based on potential land-use policies, environmental suitability and transport alternatives.

Suggested Citation

  • Guzman, Luis A. & Escobar, Francisco & Peña, Javier & Cardona, Rafael, 2020. "A cellular automata-based land-use model as an integrated spatial decision support system for urban planning in developing cities: The case of the Bogotá region," Land Use Policy, Elsevier, vol. 92(C).
    • Handle: RePEc:eee:lauspo:v:92:y:2020:i:c:s0264837719302236
    DOI: 10.1016/j.landusepol.2019.104445
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264837719302236
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.landusepol.2019.104445?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Michel Hagoort & Stan Geertman & Henk Ottens, 2008. "Spatial externalities, neighbourhood rules and CA land-use modelling," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(1), pages 39-56, March.
    2. Evert J Meijers & Martijn J Burger, 2010. "Spatial Structure and Productivity in US Metropolitan Areas," Environment and Planning A, , vol. 42(6), pages 1383-1402, June.
    3. van Vliet, Jasper & Bregt, Arnold K. & Hagen-Zanker, Alex, 2011. "Revisiting Kappa to account for change in the accuracy assessment of land-use change models," Ecological Modelling, Elsevier, vol. 222(8), pages 1367-1375.
    4. Roberts,Mark & Blankespoor,Brian & Deuskar,Chandan & Stewart,Benjamin P., 2017. "Urbanization and development : is Latin America and the Caribbean different from the rest of the world?," Policy Research Working Paper Series 8019, The World Bank.
    5. Sridhar, Kala Seetharam, 2007. "Density gradients and their determinants: Evidence from India," Regional Science and Urban Economics, Elsevier, vol. 37(3), pages 314-344, May.
    6. Bocarejo, Juan Pablo & Portilla, Ingrid & Pérez, Maria Angélica, 2013. "Impact of Transmilenio on density, land use, and land value in Bogotá," Research in Transportation Economics, Elsevier, vol. 40(1), pages 78-86.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yonghua Zhao & Lei Zhang & Xia Jia & Qi Mu & Lei Han & Zhao Liu & Peng Zhang & Ming Zhao, 2023. "Pattern and Trend of Ecosystem Service Value in the Loess Plateau of Northern Shaanxi," Land, MDPI, vol. 12(3), pages 1-21, March.
    2. Daniel Oviedo & Luis A. Guzman, 2020. "Revisiting Accessibility in a Context of Sustainable Transport: Capabilities and Inequalities in Bogotá," Sustainability, MDPI, vol. 12(11), pages 1-22, June.
    3. Zheng, Liang & Wang, Ying & Li, Jiangfeng, 2023. "Quantifying the spatial impact of landscape fragmentation on habitat quality: A multi-temporal dimensional comparison between the Yangtze River Economic Belt and Yellow River Basin of China," Land Use Policy, Elsevier, vol. 125(C).
    4. Ouyang, Xiao & Xu, Jun & Li, Jiayu & Wei, Xiao & Li, Yonghui, 2022. "Land space optimization of urban-agriculture-ecological functions in the Changsha-Zhuzhou-Xiangtan Urban Agglomeration, China," Land Use Policy, Elsevier, vol. 117(C).
    5. Yabo Zhao & Dixiang Xie & Xiwen Zhang & Shifa Ma, 2021. "Integrating Spatial Markov Chains and Geographically Weighted Regression-Based Cellular Automata to Simulate Urban Agglomeration Growth: A Case Study of the Guangdong–Hong Kong–Macao Greater Bay Area," Land, MDPI, vol. 10(6), pages 1-19, June.
    6. Ai, Bin & Xie, Dixiang & Ma, Shifa & Jiang, Haiyan, 2022. "An EasyCA model with few steady variables and clone stamp strategy for simulation of urban growth in metropolitan areas," Ecological Modelling, Elsevier, vol. 468(C).
    7. Qi Cao & Junqing Tang & Yudie Huang & Manjiang Shi & Anton van Rompaey & Fengjue Huang, 2023. "Modeling Production-Living-Ecological Space for Chengdu, China: An Analytical Framework Based on Machine Learning with Automatic Parameterization of Environmental Elements," IJERPH, MDPI, vol. 20(5), pages 1-24, February.
    8. Haijiao Liu & Yonghong Ma & Qing Liu & Yan Song, 2020. "Decision-Making of Green Space Utilization and Protection in Urban Fringe Based on Biodiversity Trade-Off," Sustainability, MDPI, vol. 12(4), pages 1-22, February.
    9. Qihao Wang & Dongya Liu & Feiyao Gao & Xinqi Zheng & Yiqun Shang, 2023. "A Partitioned and Heterogeneous Land-Use Simulation Model by Integrating CA and Markov Model," Land, MDPI, vol. 12(2), pages 1-20, February.
    10. Guzman, Luis A. & Peña, Javier & Carrasco, Juan Antonio, 2020. "Assessing the role of the built environment and sociodemographic characteristics on walking travel distances in Bogotá," Journal of Transport Geography, Elsevier, vol. 88(C).
    11. Huang, Xinxin & Wang, Haijun & Xiao, Fentao, 2022. "Simulating urban growth affected by national and regional land use policies: Case study from Wuhan, China," Land Use Policy, Elsevier, vol. 112(C).
    12. Ge Song & Hongmei Zhang, 2021. "Cultivated Land Use Layout Adjustment Based on Crop Planting Suitability: A Case Study of Typical Counties in Northeast China," Land, MDPI, vol. 10(2), pages 1-19, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chun Li & Jianhua He & Xingwu Duan, 2020. "Modeling the Collaborative Evolution of Urban Land Considering Urban Interactions under Intermediate Intervention, in the Urban Agglomeration in the Middle Reaches of the Yangtze River in China," Land, MDPI, vol. 9(6), pages 1-18, June.
    2. Xiaosi Zhang & Jizhong Shao, 2024. "Evaluation of the Suitability of Street Vending Planning in Urban Public Space in the Post-COVID-19 Era," Land, MDPI, vol. 13(4), pages 1-26, April.
    3. de Bellefon, Marie-Pierre & Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent & Gorin, Clément, 2021. "Delineating urban areas using building density," Journal of Urban Economics, Elsevier, vol. 125(C).
    4. Julian Bundo & Mirdaim Axhami, 2020. "An Exploratory Study of Place Marketing Factors in Albanian Football," European Journal of Economics and Business Studies Articles, Revistia Research and Publishing, vol. 6, ejes_v6_i.
    5. Yongwang Cao & Xiong He & Chunshan Zhou, 2023. "Characteristics and Influencing Factors of Population Migration under Different Population Agglomeration Patterns—A Case Study of Urban Agglomeration in China," Sustainability, MDPI, vol. 15(8), pages 1-25, April.
    6. Qing Shen & Simin Xu & Jiang Lin, 2018. "Effects of bus transit-oriented development (BTOD) on single-family property value in Seattle metropolitan area," Urban Studies, Urban Studies Journal Limited, vol. 55(13), pages 2960-2979, October.
    7. Beaudoin, Justin & Tyndall, Justin, 2023. "The effect of bus rapid transit on local home prices," Research in Transportation Economics, Elsevier, vol. 102(C).
    8. Andres Dominguez & Hernán Enríquez Sierra & Nicolás Cuervo Ballesteros, 2021. "Regional Spatial Structure and Land Use: Evidence from Bogotá and 17 Municipalities," Land, MDPI, vol. 10(9), pages 1-22, August.
    9. Christof Parnreiter, 2014. "Network or Hierarchical Relations? A Plea for Redirecting Attention to the Control Functions of Global Cities," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 105(4), pages 398-411, September.
    10. Omar Hamdy & Hanan Gaber & Mohamed S. Abdalzaher & Mahmoud Elhadidy, 2022. "Identifying Exposure of Urban Area to Certain Seismic Hazard Using Machine Learning and GIS: A Case Study of Greater Cairo," Sustainability, MDPI, vol. 14(17), pages 1-24, August.
    11. Haifen Lei & Jennifer Koch & Hui Shi & Shelby Snapp, 2022. "How Can Macro-Scale Land-Use Policies Be Integrated with Local-Scale Urban Growth? Exploring Trade-Offs for Sustainable Urbanization in Xi’an, China," Land, MDPI, vol. 11(10), pages 1-17, September.
    12. Yue, Wenze & Wang, Tianyu & Liu, Yong & Zhang, Qun & Ye, Xinyue, 2019. "Mismatch of morphological and functional polycentricity in Chinese cities: An evidence from land development and functional linkage," Land Use Policy, Elsevier, vol. 88(C).
    13. Delprato, Marcos & Akyeampong, Kwame, 2019. "The effect of working on students’ learning in Latin America: Evidence from the learning survey TERCE," International Journal of Educational Development, Elsevier, vol. 70(C), pages 1-1.
    14. van der Weide, Roy & Blankespoor, Brian & Elbers, Chris & Lanjouw, Peter, 2024. "How accurate is a poverty map based on remote sensing data? An application to Malawi," Journal of Development Economics, Elsevier, vol. 171(C).
    15. Ojeda Diaz, Alfredo J. & Cantillo, Víctor & Arellana, Julián, 2023. "Understanding how individuals perceive changes in the built environment and the transport system after implementing a BRT system. The case of Barranquilla, Colombia," Journal of Transport Geography, Elsevier, vol. 110(C).
    16. Priscila MÉNDEZ & Sheila GUARNIZO & Rafael ALVARADO, 2019. "Nexo Causal Entre La Urbanización Y La Producción Regional: Evidencia Para Ecuador Usando Vi En Econometría Espacial," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 19(1), pages 63-76.
    17. Wu, Wei & Yeager, Kevin M. & Peterson, Mark S. & Fulford, Richard S., 2015. "Neutral models as a way to evaluate the Sea Level Affecting Marshes Model (SLAMM)," Ecological Modelling, Elsevier, vol. 303(C), pages 55-69.
    18. Wenfang Fu & Chuanjian Luo & Modan Yan, 2023. "Does Urban Agglomeration Promote the Development of Cities? Evidence from the Urban Network Externalities," Sustainability, MDPI, vol. 15(12), pages 1-20, June.
    19. Kala Seetharam Sridhar & Shivakumar Nayka, 2022. "Determinants of Commute Time in an Indian City," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 16(1), pages 49-75, February.
    20. SOHN Christophe & LICHERON Julien, 2015. "From barrier to resource? Modelling the border effects on metropolitan functions in Europe," LISER Working Paper Series 2015-08, Luxembourg Institute of Socio-Economic Research (LISER).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:lauspo:v:92:y:2020:i:c:s0264837719302236. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joice Jiang (email available below). General contact details of provider: https://www.journals.elsevier.com/land-use-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.