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Urban expansion assessment by using remotely sensed data and the relative Shannon entropy model in GIS: A case study of Tripoli, Libya

Author

Listed:
  • Abubakr A. A. ALSHARIF

    (University Putra Malaysia, 43400, UPM, Serdang, Malaysia)

  • Biswajeet PRADHAN

    (University Putra Malaysia, 43400, UPM, Serdang)

  • Shattri MANSOR

    (University Putra Malaysia, 43400, UPM, Serdang, Malaysia)

  • Helmi Zulhaidi Mohd SHAFRI

    (University Putra Malaysia, 43400, UPM, Serdang, Malaysia)

Abstract

Urban growth is a spatial dynamic phenomenon that indicates population growth, economic expansion, city importance level, and so on. The use of current and historical data in urbanization analysis is necessary in urban spatial studies and future urban planning. This research aims to study, examine, and assess the urban expansion of Tripoli spatially and temporally by using remotely sensed data, geographic information systems (GIS), and the statistical relative Shannon entropy model. Remotely sensed data (four satellite images from 1984, 1996, 2002, and 2010) and GIS were used to determine the extent of urban area and urban growth in Tripoli in five different directions. Shannon’s entropy model was implemented to analyze and assess urban expansion trends as a process and pattern in the study area. Results show that the Tripoli metropolitan area has a high level of sprawl along its urban expansion history. The hypothesis employed for Shannon’s entropy zone division produces good insights on overall urban growth, urban growth direction, and specific urban growth over time. The obtained results provide good guidance for modeling urban sprawl processes, understanding urbanization causative factors, and predicting future urban patterns. Furthermore, the findings of current paper can be used by decision makers and urban planners to identify past and present urban expansions tendencies to prepare for future urban demands.

Suggested Citation

  • Abubakr A. A. ALSHARIF & Biswajeet PRADHAN & Shattri MANSOR & Helmi Zulhaidi Mohd SHAFRI, 2015. "Urban expansion assessment by using remotely sensed data and the relative Shannon entropy model in GIS: A case study of Tripoli, Libya," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 10(1), pages 55-71, February.
    • Handle: RePEc:rom:terumm:v:10:y:2015:i:1:p:55-71
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    1. T.V. Ramachandra & H. A. Bharath & M. V. Sowmyashree, 2013. "Analysis Of Spatial Patterns Of Urbanisation Using Geoinformatics And Spatial Metrics," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 8(4), pages 5-24, November.
    2. Krishna Devkota & Amar Regmi & Hamid Pourghasemi & Kohki Yoshida & Biswajeet Pradhan & In Ryu & Megh Dhital & Omar Althuwaynee, 2013. "Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling–Narayanghat road section in Nepal Himalaya," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 65(1), pages 135-165, January.
    3. Michael Oloyede ALABI, 2009. "Urban Sprawl, Pattern And Measurement In Lokoja, Nigeria," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 4(4(13)), pages 158-164, November.
    4. Cristina ALPOPI & Cristina MANOLE & Sofia Elena COLESCA, 2011. "Assessment Of The Sustainable Urban Development Level Through The Use Of Indicators Of Sustainability," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 6(2), pages 78-87, May.
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    Cited by:

    1. Getu, Kenu & Bhat, H Gangadhara, 2021. "Analysis of spatio-temporal dynamics of urban sprawl and growth pattern using geospatial technologies and landscape metrics in Bahir Dar, Northwest Ethiopia," Land Use Policy, Elsevier, vol. 109(C).

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