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:: Volume 10, Issue 4 (6-2021) ::
JGST 2021, 10(4): 179-190 Back to browse issues page
Modeling Urban Expansion and Development of Isfahan City by Using Remote Sensing Data in LCM Model
M. Heidari Mozaffar, E. Saleh Joneghani *
Abstract:   (98 Views)
      urban population, especially in developing countries, is increasing gradually. Optimal use of land plays an important role in planning and urban development management. This principle is especially important in achieving sustainable development in urban areas. Not-principles Exploitation causing destruction and degradation of resources. Study dynamics of land use changes and their broad impacts on the environment, it is essential to understanding how these changes occur, both in terms of spatial pattern and in terms of its quantity. In this article, it was noticed to simultaneously apply spatial information and remote sensing information to study and model land use change in order to Isfahan city. land use maps using Landsat images for the years 1997, 2008 and 2017 manufacturing and maps of 1: 25000 scalewere used to better identify the area, land reference and geometric correction of satellite images. Transmission potential modeling using perceptron multi-layered artificial neural network algorithm was down. Through certain dynamic variables include distance from academic centers, distance from industrial centers, distance from residential areas, distance from passages as well as digital elevation modelas a static variable; then, The amount of each land use conversion is predicted with the Markov chain and the total map of land use change made with two models of hard prediction and soft prediction in the LCM model.The results ofland use transformation potential modeling in all submodels showed over 95% accuracy. the calculation of accuracy of the prediction model, i.e. the kappa coefficient equal to 0.9 was obtained. The results obtained from the study of changes and prediction of land use indicate the development of urban areas Isfahan. These changes also indicate that decrease of other land use classes. According to the results of the LCM model over the whole span, the urban lands have increased from 21239 hectares in 1997 to 23607 hectares in 2017; this upward trend will continue into the future. In modeling and according to the results of the Markov chain model, the urban lands will reach 24023 hectares by 2027.
Keywords: Isfahan City, Landsat Images, Land Use, LCM Model, Markov Chain, Perception Neural Network
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Type of Study: Research | Subject: GIS
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Heidari Mozaffar M, Saleh Joneghani E. Modeling Urban Expansion and Development of Isfahan City by Using Remote Sensing Data in LCM Model. JGST. 2021; 10 (4) :179-190
URL: http://jgst.issge.ir/article-1-922-en.html


Volume 10, Issue 4 (6-2021) Back to browse issues page
نشریه علمی علوم و فنون نقشه برداری Journal of Geomatics Science and Technology