A Spatio-Temporal Urban Growth Modelling. Case Study: Tehran Metropolis

被引:0
|
作者
Mohammady, Sassan [1 ]
Delavar, Mahmoud Reza [2 ]
机构
[1] Univ Tehran, Coll Engn, Dept Surveying & Geomat Engn, GIS Div, Tehran, Iran
[2] Univ Tehran, Coll Engn, Ctr Excellence Geomat Engn Disaster Management, Dept Surveying & Geomat Engn, Tehran, Iran
来源
关键词
urban growth; modelling; logistic regression; GIS;
D O I
暂无
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
Different models have been attempted for modelling urban expansion. Models are tools for detecting changes and considering the relationship between land use and land use change factors. In this research we used the Logistic Regression method for modelling the urban expansion pattern in Tehran Metropolis during 1988-2010, employing landsat imageries acquired in 1988, 1999 and 2010. The effective parameters employed in this study include distance to principle roads, distance to developed region, distance to faults, distance to green space, elevation, slope and the number of urban pixels in a 3 by 3 neighbourhood. Percent Correct Match, Kappa statistics and Figure of Merit have been used for evaluating the accuracy of the model. We concluded that the distance to the residential area influences the urban development of Tehran greatly as compared to other factors. On the other hand, the number of urban pixels in a 3* 3 neighbourhood had the lowest impact on urban development for this megacity in this period of time.
引用
收藏
页码:1 / 9
页数:9
相关论文
共 50 条
  • [21] Machine learning application to spatio-temporal modeling of urban growth
    Kim, Yuna
    Safikhani, Abolfazl
    Tepe, Emre
    COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2022, 94
  • [22] Characterizing the Spatio-Temporal Variations of Urban Growth with Multifractal Spectra
    Fu, Meng
    Chen, Yanguang
    ENTROPY, 2023, 25 (08)
  • [23] Correction: Spatio-temporal growth of a traditional urban centre in Nigeria
    Adewale Mukhtar Olayiwola
    Wakeel Olorunwa Salau
    Spatial Information Research, 2023, 31 : 477 - 477
  • [24] Spatio-Temporal Heterogeneity of Urban Expansion and Population Growth in China
    Liu, Shuangshuang
    Liao, Qipeng
    Liang, Yuan
    Li, Zhifei
    Huang, Chunbo
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (24)
  • [25] Spatio-temporal relationships between urban growth and economic development: a case study of the Pearl River Delta of China
    Hou, Quan
    Zhou, Qiming
    ASIAN GEOGRAPHER, 2012, 29 (01) : 57 - 69
  • [26] Spatial Modelling and Prediction with the Spatio-Temporal Matrix: A Study on Predicting Future Settlement Growth
    Wang, Zhiyuan
    Bachofer, Felix
    Koehler, Jonas
    Huth, Juliane
    Hoeser, Thorsten
    Marconcini, Mattia
    Esch, Thomas
    Kuenzer, Claudia
    LAND, 2022, 11 (08)
  • [27] Modelling spatio-temporal random fields
    Schmiegel, J
    Barndorff-Nielsen, OE
    Eggers, HC
    SOUTH AFRICAN JOURNAL OF SCIENCE, 2005, 101 (11-12) : 512 - 512
  • [28] Spatio-temporal stochastic modelling (METMAVI)
    Raquel Menezes
    A. Manuela Gonçalves
    Stochastic Environmental Research and Risk Assessment, 2014, 28 : 1167 - 1169
  • [29] Spatio-Temporal Modelling of Noise Pollution
    Napi, Nur Nazmi Liyana Mohd
    Zainal, Mohd Hafizul
    Abdullah, Samsuri
    Dom, Nazri Che
    Abu Mansor, Amalina
    Ahmed, Ali Najah
    Ismail, Marzuki
    INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, 2021, 13 (03): : 125 - 131
  • [30] Spatio-temporal pattern detection in spatio-temporal graphs Use case of invasive team sports and urban road traffic
    Oberoi, Kamaldeep Singh
    Del Mondo, Geraldine
    REVUE INTERNATIONALE DE GEOMATIQUE, 2022, 31 (3-4): : 377 - 399