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Reconstruction of Residential Land Cover and Spatial Analysis of Population in Bursa Region (Turkey) in the Mid-Nineteenth Century

Author

Listed:
  • Eda Ustaoglu

    (College of Social Sciences and Humanities, Koc University, Istanbul 34450, Turkey)

  • Mustafa Erdem Kabadayı

    (College of Social Sciences and Humanities, Koc University, Istanbul 34450, Turkey
    School of Geographical and Earth Sciences, University of Glasgow, Glasgow G12 8QQ, UK)

Abstract

The historic reconstruction of residential land cover is of significance to uncover the human-environment relationship and its changing dynamics. Taking into account the historical census data and cadastral maps of seven villages, this study generated residential land cover maps for the Bursa Region in the 1850s using a model based on natural constraints, land zoning, socio-economic factors and residential suitability. Two different historical reconstructions were generated; one based on a high density residential model and another based on a low density model. The simulated landcover information was used as an ancillary data to redistribute aggregated census counts to fine scale raster cells. Two different statistical models were developed; one based on probability maps and the other applying regression models including Ordinary Least Squares (OLS) and Geographically Weighted Regression (GWR) models. The regression models were validated with historical census data of the 1840s. From regression models, socio-economic and physical characteristics, accessibility and natural amenities showed significant impacts on the distribution of population. Model validation analysis revealed that GWR is more accurate than OLS models. The generated residential land cover and gridded population datasets can provide a basis for the historical study of population and land use.

Suggested Citation

  • Eda Ustaoglu & Mustafa Erdem Kabadayı, 2021. "Reconstruction of Residential Land Cover and Spatial Analysis of Population in Bursa Region (Turkey) in the Mid-Nineteenth Century," Land, MDPI, vol. 10(10), pages 1-34, October.
    • Handle: RePEc:gam:jlands:v:10:y:2021:i:10:p:1077-:d:654998
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    References listed on IDEAS

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    1. Huo, Hong & Wang, Michael & Zhang, Xiliang & He, Kebin & Gong, Huiming & Jiang, Kejun & Jin, Yuefu & Shi, Yaodong & Yu, Xin, 2012. "Projection of energy use and greenhouse gas emissions by motor vehicles in China: Policy options and impacts," Energy Policy, Elsevier, vol. 43(C), pages 37-48.
    2. Ustaoglu, E. & Aydınoglu, A.C., 2020. "Suitability evaluation of urban construction land in Pendik district of Istanbul, Turkey," Land Use Policy, Elsevier, vol. 99(C).
    3. Carolina Perpiña Castillo & Eloína Coll Aliaga & Carlo Lavalle & José Carlos Martínez Llario, 2020. "An Assessment and Spatial Modelling of Agricultural Land Abandonment in Spain (2015–2030)," Sustainability, MDPI, vol. 12(2), pages 1-23, January.
    4. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    5. Qing Zheng & Xuan Yang & Ke Wang & Lingyan Huang & Amir Reza Shahtahmassebi & Muye Gan & Melanie Valerie Weston, 2017. "Delimiting Urban Growth Boundary through Combining Land Suitability Evaluation and Cellular Automata," Sustainability, MDPI, vol. 9(12), pages 1-22, November.
    6. Filipe Batista e Silva & Javier Gallego & Carlo Lavalle, 2013. "A high-resolution population grid map for Europe," Journal of Maps, Taylor & Francis Journals, vol. 9(1), pages 16-28, March.
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