Journal of Geographical Sciences, Volume. 30, Issue 5, 794(2020)

A comparative study of land price estimation and mapping using regression kriging and machine learning algorithms across Fukushima prefecture, Japan

Ahmed DERDOURI1、* and Yuji MURAYAMA2
Author Affiliations
  • 1Division of Spatial Information Science, Graduate School of Life and Environmental Sciences, Uni-versity of Tsukuba, Tennodai, Tsukuba, Ibaraki, Japan
  • 2Faculty of Life and Environmental Sciences, University of Tsukuba, Tennodai, Tsukuba, Ibaraki, Japan
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    References(61)

    [9] Urban growth and the price of land. University of British Columbia, Faculty of Commerce and Business Administration(1986).

    [23] Visualization of spatial distribution and temporal change of land prices for residential use in Tokyo 23 wards using spatio-temporal kriging. In: Proceedings of 10th International Conference on Computers in Urban Planning and Urban Management, 1-11(2007).

    [29] A statistical approach to some basic mine valuation problems on the Witwatersrand. Journal of the Southern African Institute of Mining and Metallurgy, 52, 119-139(1951).

    [44] Generalized boosted models: A guide to the gbm package(2005).

    [47] et alSpatial modeling and geovisualization of rental prices for real estate portals. Computational Science and Its Applications - ICCSA 2016, 120-133. Lecture Notes in Computer Science. Springer International Publishing(2016).

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    Ahmed DERDOURI, Yuji MURAYAMA. A comparative study of land price estimation and mapping using regression kriging and machine learning algorithms across Fukushima prefecture, Japan[J]. Journal of Geographical Sciences, 2020, 30(5): 794

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    Paper Information

    Category: Research Articles

    Received: Feb. 19, 2019

    Accepted: Sep. 9, 2019

    Published Online: Sep. 30, 2020

    The Author Email:

    DOI:10.1007/s11442-020-1756-1

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