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Assessing Land Cover Transformation for Urban Environmental Sustainability through Satellite Sensing

Author

Listed:
  • Syed Atif Bokhari

    (Department of Geography, Government Graduate College, Asghar Mall, Rawalpindi 46000, Pakistan)

  • Zafeer Saqib

    (GIS and Eco-Informatics Laboratory, Department of Environmental Science, International Islamic University, Sector H-10, Islamabad 44000, Pakistan)

  • Sarah Amir

    (Department of Environmental Science, Female Campus, International Islamic University, Sector H-10, Islamabad 44000, Pakistan)

  • Salman Naseer

    (Department of Information Technology, University of the Punjab Gujranwala Campus, Gujranwala 52250, Pakistan)

  • Muhammad Shafiq

    (Department of Information and Communication Engineering, Yeungnam University, Gyeongsan 38541, Korea)

  • Amjad Ali

    (Pakistan Space and Upper Atmosphere Research Commission (SUPARCO), Karachi 75270, Pakistan)

  • Muhammad Zaman-ul-Haq

    (Department of Environmental Science, International Islamic University, Islamabad 44000, Pakistan)

  • Azeem Irshad

    (Department of Computer Science and Software Engineering, International Islamic University, Islamabad 44000, Pakistan)

  • Habib Hamam

    (Faculty of Engineering, Uni de Moncton, Moncton, NB E1A3E9, Canada
    International Institute of Technology and Management, Commune d’Akanda, Libreville BP1989, Gabon
    School of Electrical Engineering, Department of Electrical and Electronic Engineering Science, University of Johannesburg, Johannesburg 2006, South Africa
    Spectrum of Knowledge Production & Skills Development, Sfax 3027, Tunisia)

Abstract

Rapid urbanization in Pakistan is triggering regulated and unregulated land cover changes in planned and semiplanned urban areas. The key objective of this study is to assess the spatial–temporal fluctuations in the land use/land cover (LULC) transformations in planned (Islamabad) and semiplanned (Rawalpindi) urban areas over the last forty years (1976–2016). The study focuses on the orientation of LULC modifications and analyzes concomitant impacts on urban environmental sustainability. Therefore, remotely sensed data were retrieved and processed through Google Earth Engine (GEE) by applying supervised classifier algorithms on each of the five chosen Landsat images. The trajectory of LULC changes for each of the four periods 1976–1988, 1988–1995, 1995–2006 and 2006–2016 was critically scrutinized. The observations revealed massive physical expansions and LULC convergences during these timeframes. The proportionate share of built-up surfaces in this contextual setting substantially stretched from 0.83% in 1976 to 23.23% in 2016, while the shares of cropland and shrubberies significantly reduced. The orientation and magnitude of such changes were observed asymmetrically in the adjoining urban settlements. The assessments formulate that availability of land for urban growth, urban planning and regulatory control significantly determines the speed, scale and orientation of urbanization in planned and semiplanned areas. The study substantiates the notions that the efficient use of cost-effective remotely sensed data offers a pragmatic and reliable tool for assessing, evaluating and monitoring urban land resources. The inferences and insights are relevant for urban and regional planners as well as for other scientific communities.

Suggested Citation

  • Syed Atif Bokhari & Zafeer Saqib & Sarah Amir & Salman Naseer & Muhammad Shafiq & Amjad Ali & Muhammad Zaman-ul-Haq & Azeem Irshad & Habib Hamam, 2022. "Assessing Land Cover Transformation for Urban Environmental Sustainability through Satellite Sensing," Sustainability, MDPI, vol. 14(5), pages 1-19, February.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:5:p:2810-:d:760670
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    References listed on IDEAS

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    1. de Groot, Rudolf S. & Wilson, Matthew A. & Boumans, Roelof M. J., 2002. "A typology for the classification, description and valuation of ecosystem functions, goods and services," Ecological Economics, Elsevier, vol. 41(3), pages 393-408, June.
    2. Muhammad Zaman-ul-Haq & Zafeer Saqib & Ambrina Kanwal & Salman Naseer & Muhammad Shafiq & Nadia Akhtar & Syed Atif Bokhari & Azeem Irshad & Habib Hamam, 2022. "The Trajectories, Trends, and Opportunities for Assessing Urban Ecosystem Services: A Systematic Review of Geospatial Methods," Sustainability, MDPI, vol. 14(3), pages 1-22, January.
    3. Uday Pimple & Asamaporn Sitthi & Dario Simonetti & Sukan Pungkul & Kumron Leadprathom & Amnat Chidthaisong, 2017. "Topographic Correction of Landsat TM-5 and Landsat OLI-8 Imagery to Improve the Performance of Forest Classification in the Mountainous Terrain of Northeast Thailand," Sustainability, MDPI, vol. 9(2), pages 1-26, February.
    4. Muhammad Qasim & Malik Muhammad Anees & Muhammad Usman Ghani & Jahanzaib Malik & Moeen Khalid & Aroj Bashir, 2014. "Environment Degradation Cause by Urbanization in Pakistan: A Review," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 2(3), pages 62-71, September.
    5. Hammad Gilani & Sohail Ahmad & Waqas Ahmed Qazi & Syed Muhammad Abubakar & Murtaza Khalid, 2020. "Monitoring of Urban Landscape Ecology Dynamics of Islamabad Capital Territory (ICT), Pakistan, Over Four Decades (1976–2016)," Land, MDPI, vol. 9(4), pages 1-23, April.
    6. Cohen, Barney, 2006. "Urbanization in developing countries: Current trends, future projections, and key challenges for sustainability," Technology in Society, Elsevier, vol. 28(1), pages 63-80.
    7. Bhagawat Rimal & Lifu Zhang & Nigel Stork & Sean Sloan & Sushila Rijal, 2018. "Urban Expansion Occurred at the Expense of Agricultural Lands in the Tarai Region of Nepal from 1989 to 2016," Sustainability, MDPI, vol. 10(5), pages 1-19, April.
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