Land suitability and urban growth modeling: Development of SLEUTH-Suitability

被引:40
|
作者
Saxena, Ankita [1 ]
Jat, Mahesh Kumar [1 ]
机构
[1] Malaviya Natl Inst Technol Jaipur, Civil Engn Dept, Jaipur 302017, Rajasthan, India
关键词
Land suitability; Urban growth; SLEUTH; MCE; Modeling; Ajmer; CELLULAR-AUTOMATA; SCENARIO PREDICTION; GIS; SIMULATE; INTEGRATION; FORM; CA; DYNAMICS; IMPACT; AREA;
D O I
10.1016/j.compenvurbsys.2020.101475
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Land suitability is one of the important variables influencing urbanization and needs to be considered in urban growth simulation and modeling. The present study is aimed to introduce land suitability which is a function of a few important urbanization explanatory drivers into an urban growth model for realistic urban growth simulation. Development of SLEUTH-Suitability, an improved version of the SLEUTH urban growth model has been presented in which land suitability has been integrated as an additional urban growth decision variable. The model development includes land suitability assessment, Multi-Criteria Evaluation (MCE) based Analytical Hierarchy Process (AHP) framework and its integration in the urban growth simulation process of the existing SLEUTH model, writing programming code, and verification of SLEUTH-Suitability version. The performance of the SLEUTH-Suitability version has been quantified in terms of relative improvement in the best fit value of the Optimal SLEUTH Metric (OSM), spatial and statistical measures while simulating urban growth of Ajmer City in the Rajasthan state of India as compared to existing SLEUTH version. Both versions i.e., SLEUTH and SLEUTH-Suitability models were parameterized and calibrated using a required dataset of 05 years over a period of 18 years i.e., 1997, 2000, 2008, 2013, and 2015. Performance of the SLEUTH-Suitability has been found to be better in terms of improved calibration as indicated by better OSM values and improved capturing of different urban growth forms like fragmented and scattered growth. Furthermore, using the SLEUTH-Suitability, urban growth is forecasted up to the year 2040 in Ajmer city to understand the growth pattern.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Evaluating the suitability of urban development land with a Geodetector
    Wang, Haiying
    Qin, Fen
    Xu, Chengdong
    Li, Bin
    Guo, Linping
    Wang, Zhe
    [J]. ECOLOGICAL INDICATORS, 2021, 123
  • [2] Development of a suitability model for estimation of global urban land cover
    Kii, Masanobu
    Nakamura, Kazuki
    [J]. WORLD CONFERENCE ON TRANSPORT RESEARCH - WCTR 2016, 2017, 25 : 3165 - 3177
  • [3] Land-use suitability analysis for urban development in Beijing
    Liu, Renzhi
    Zhang, Ke
    Zhang, Zhijiao
    Borthwick, Alistair G. L.
    [J]. JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2014, 145 : 170 - 179
  • [4] Modeling Urban Growth and Land Cover Change in Albuquerque Using SLEUTH
    Bajracharya, Pankaj
    Lippitt, Christopher D.
    Sultana, Selima
    [J]. PROFESSIONAL GEOGRAPHER, 2020, 72 (02): : 181 - 193
  • [5] ASSESSING LAND SUITABILITY FOR MANAGING URBAN GROWTH: AN APPLICATION OF GIS AND RS
    Pooja, Shah B.
    Kaushik, Sheladiya P.
    Patel, Jaldeep
    Patel, Chetan R.
    Tailor, Ravin M.
    [J]. IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 4243 - 4246
  • [6] Multi-criteria modeling for land suitability evaluation of the urban greenbelts in Iran
    Rabbani, G.
    Madanian, S.
    Mansouri Daneshvar, M. R.
    [J]. MODELING EARTH SYSTEMS AND ENVIRONMENT, 2021, 7 (02) : 1291 - 1307
  • [7] Settlement development based on land suitability
    Amir, A. K.
    Wunas, S.
    Arifin, M.
    [J]. 3RD INTERNATIONAL CONFERENCE ON CIVIL AND ENVIRONMENTAL ENGINEERING (ICCEE 2019), 2020, 419
  • [8] Multi-criteria modeling for land suitability evaluation of the urban greenbelts in Iran
    G. Rabbani
    S. Madanian
    M. R. Mansouri Daneshvar
    [J]. Modeling Earth Systems and Environment, 2021, 7 : 1291 - 1307
  • [9] Urban Land Suitability Evaluation Based on BP Network
    Wang, Yan
    Cao, Junru
    Song, Zhenbai
    Wu, Peilin
    [J]. 2009 17TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS, VOLS 1 AND 2, 2009, : 1070 - +
  • [10] Evaluation of Suitability of Urban Land Using GIS Technology
    Yan, Yu
    Zhang, Yukun
    Sharma, Ashutosh
    Al-Amri, Jehad F.
    [J]. SUSTAINABILITY, 2021, 13 (19)