Urban modelling and forecasting of landuse using SLEUTH model

被引:0
|
作者
V. Kumar
S. Agrawal
机构
[1] GIS Cell,
[2] Motilal Nehru National Institute of Technology Allahabad,undefined
关键词
SLEUTH model; Urban LULC calibration; Prediction; Scenario-based planning; Smart city;
D O I
暂无
中图分类号
学科分类号
摘要
The present study performs landcover modelling using the SLEUTH model. The urban land use changing factors are calibrated to predict the Land Use Land Cover (LULC) for a densely populated and developing smart city, Prayagraj, India. This research aims to use the SLEUTH model for simulating the future urban growth with the help of historical LULC (1990–2020), road network and elevation data. The influence of road gravity and slope resistant coefficients is very significant in this study's outcome. The built-up area of the region increased from 40.22 km2 (5.10% of total area) in 1990 to 85.89 km2 (10.89%) in 2020. According to prediction results, in the next 20 years, the built-up growth rate would be 1.9% and approximated built-up area would be 118.66 km2 (14.98%) in the year 2040. The quality of the result has been quantified in terms of best fit value of Optimal SLEUTH Metric (OSM) and validated against the existing LULC. The study utilises a spatially explicit urban growth model with 30 m resolution remote sensing data and provides future landuse of Prayagraj city.
引用
收藏
页码:6499 / 6518
页数:19
相关论文
共 50 条
  • [1] Urban modelling and forecasting of landuse using SLEUTH model
    Kumar, V
    Agrawal, S.
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY, 2023, 20 (06) : 6499 - 6518
  • [2] Temporal Accuracy in Urban Growth Forecasting: A Study Using the SLEUTH Model
    Chaudhuri, Gargi
    Clarke, Keith C.
    TRANSACTIONS IN GIS, 2014, 18 (02) : 302 - 320
  • [3] Modelling Urban transition using Cellular Automata based Sleuth modelling
    Chandan, M. C.
    Bharath, H. A.
    2018 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI), 2018, : 1656 - 1663
  • [4] Modelling Urban Growth Evolution Using SLEUTH Model: A Case Study in Wuhan City, China
    Fan, Wenyou
    Shen, Yueju
    Li, Jianfang
    Li, Lina
    SPATIAL DATA HANDLING IN BIG DATA ERA, 2017, : 225 - 237
  • [5] Capturing heterogeneous urban growth using SLEUTH model
    Saxena, Ankita
    Jat, Mahesh Kumar
    REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT, 2019, 13 : 426 - 434
  • [6] Simulating Urban Growth in Urumqi, Using the SLEUTH Model
    Liu, Ya-Xuan
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND MANAGEMENT INNOVATION, 2015, 6 : 158 - 162
  • [7] Simulating urban expansion using an improved SLEUTH model
    Liu, Xinsheng
    Sun, Rui
    Yang, Qingyun
    Su, Guiwu
    Qi, Wenhua
    JOURNAL OF APPLIED REMOTE SENSING, 2012, 6
  • [8] Scenario Prediction and Analysis of Urban Growth Using SLEUTH Model
    FENG HuiHui LIU HuiPing and L Ying School of Geography Beijing Normal University Beijing China Received September
    revised November
    Pedosphere, 2012, 22 (02) : 206 - 216
  • [9] Scenario Prediction and Analysis of Urban Growth Using SLEUTH Model
    Feng Hui-Hui
    Liu Hui-Ping
    Lu Ying
    PEDOSPHERE, 2012, 22 (02) : 206 - 216
  • [10] Scenario Prediction and Analysis of Urban Growth Using SLEUTH Model
    FENG Hui-Hui
    revised November 7
    Pedosphere, 2012, (02) : 206 - 216