Spatio-temporal Urban Growth Modeling of Jaipur, India

被引:30
|
作者
Dadhich, Pran Nath [1 ]
Hanaoka, Shinya [1 ]
机构
[1] Tokyo Inst Technol, Dept Int Dev Engn, Grad Sch Sci & Engn, Tokyo, Japan
关键词
LAND-USE CHANGE; GIS; COVER; CLASSIFICATION; SATELLITE; DYNAMICS; FRINGE; CHINA;
D O I
10.1080/10630732.2011.615567
中图分类号
TU98 [区域规划、城乡规划];
学科分类号
0814 ; 082803 ; 0833 ;
摘要
Urban growth is a spatial and dynamic process that tends to increase the priority of urban planning for developing cities with a fast growing population and economy. Unplanned and illegal urban growth degrades the quality of the urban environment for city residents; therefore, adequate information and advanced technologies are required for better implementation of planning policies. The use of temporal data is indispensable for observing urban growth and for the planning of a city. The inclusion of remote sensing data is advantageous for mapping and monitoring urban growth in different periods. In this study, the urban growth of the city of Jaipur, with its spatial and temporal changes, was mapped over a period of 16 years (1989-2000 and 2000-2005) using Landsat satellite data. This study focuses on the further classification of the urban areas into different categories on the basis of density, use, and association by implementing a rule-based classification system on remotely sensed data. The Markov method, geographic information systems (GIS), and remotely sensed data were integrated to quantify urban expansion and the transition in the urban density of the different urban land use categories. Statistical tests were used to establish the importance of the Markov model for changes in land use. The results reveal that urban land development in Jaipur increased by 63 percent from 1989-2005, with an increase in density indicated by urban land-use classes, while an increase in the suburban class implied growth in the urban areas along the city periphery. The transition of land use indicates that urban areas are rapidly expanding as a result of the conversion of agricultural and barren land surrounding the city into urban areas. The scenario analysis quantified the increase in unplanned and informal urban growth in the future, which may have an impact on existing planning policies for the development of the city.
引用
收藏
页码:45 / 65
页数:21
相关论文
共 50 条
  • [1] Machine learning application to spatio-temporal modeling of urban growth
    Kim, Yuna
    Safikhani, Abolfazl
    Tepe, Emre
    [J]. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2022, 94
  • [2] Assessment of spatio-temporal variations in air quality of Jaipur city, Rajasthan, India
    Dadhich, Ankita P.
    Goyal, Rohit
    Dadhich, Pran N.
    [J]. EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES, 2018, 21 (02): : 173 - 181
  • [3] THE SPATIO-TEMPORAL MODELING OF URBAN GROWTH CASE STUDY: MAHABAD, IRAN
    Soltani, Ali
    Karimzadeh, Davoud
    [J]. TEMA-JOURNAL OF LAND USE MOBILITY AND ENVIRONMENT, 2013, 6 (02) : 189 - 200
  • [4] Investigating spatio-temporal surface urban heat island growth over Jaipur city using geospatial techniques
    Mathew, Aneesh
    Khandelwal, Sumit
    Kaul, Nivedita
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2018, 40 : 484 - 500
  • [5] Modeling Spatio-Temporal Evolution of Urban Crowd Flows
    Qin, Kun
    Xu, Yuanquan
    Kang, Chaogui
    Sobolevsky, Stanislav
    Kwan, Mei-Po
    [J]. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 8 (12)
  • [6] Spatio-temporal growth of a traditional urban centre in Nigeria
    Adewale Mukhtar Olayiwola
    Wakeel Olorunwa Salau
    [J]. Spatial Information Research, 2023, 31 : 181 - 193
  • [7] Machine learning-based monitoring and modeling for spatio-temporal urban growth of Islamabad
    Khan, Adeer
    Sudheer, Mehran
    [J]. EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES, 2022, 25 (02): : 541 - 550
  • [8] Characterizing the Spatio-Temporal Variations of Urban Growth with Multifractal Spectra
    Fu, Meng
    Chen, Yanguang
    [J]. ENTROPY, 2023, 25 (08)
  • [9] Correction: Spatio-temporal growth of a traditional urban centre in Nigeria
    Adewale Mukhtar Olayiwola
    Wakeel Olorunwa Salau
    [J]. Spatial Information Research, 2023, 31 : 477 - 477
  • [10] Spatio-Temporal Heterogeneity of Urban Expansion and Population Growth in China
    Liu, Shuangshuang
    Liao, Qipeng
    Liang, Yuan
    Li, Zhifei
    Huang, Chunbo
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (24)