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Modeling Future Land Cover Changes and Their Effects on the Land Surface Temperatures in the Saudi Arabian Eastern Coastal City of Dammam

Author

Listed:
  • Muhammad Tauhidur Rahman

    (Department of City and Regional Planning, King Fahd University of Petroleum and Minerals, KFUPM Box 5053, Dhahran 31261, Saudi Arabia)

  • Adel S. Aldosary

    (Department of City and Regional Planning, King Fahd University of Petroleum and Minerals, KFUPM Box 5053, Dhahran 31261, Saudi Arabia)

  • Md. Golam Mortoja

    (ICT-GIS Division, Institute of Water Modelling, House #496, Road # 32, New DOHS, Mohakhali, Dhaka 1206, Bangladesh)

Abstract

Over the past several decades, Saudi cities have experienced rapid urban developments and land use and land cover (LULC) changes. These developments will have numerous short- and long-term consequences including increasing the land surface temperature (LST) of these cities. This study investigated the effects of LULC changes on the LST for the eastern coastal city of Dammam. Using Landsat imagery, the study first detected the LULC using the maximum likelihood classification method and derived the LSTs for the years 1990, 2002, and 2014. Using the classified results, it then modeled the future LULC for 2026 using the Cellular Automata Markov (CAM) model. Finally, using three thematic indices and linear regression analysis, it then modeled the LST for 2026 as well. The built-up area in Dammam increased by 28.9% between 1990 and 2014. During this period, the average LSTs for the LULC classes increased as well, with bare soil and built-up area having the highest LST. By 2026, the urban area is expected to encompass 55% of the city and 98% of the land cover is envisioned to have average LSTs over 41 °C. Such high temperatures will make it difficult for the residents to live in the area.

Suggested Citation

  • Muhammad Tauhidur Rahman & Adel S. Aldosary & Md. Golam Mortoja, 2017. "Modeling Future Land Cover Changes and Their Effects on the Land Surface Temperatures in the Saudi Arabian Eastern Coastal City of Dammam," Land, MDPI, vol. 6(2), pages 1-16, May.
    • Handle: RePEc:gam:jlands:v:6:y:2017:i:2:p:36-:d:99952
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    References listed on IDEAS

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    1. Radhi, Hassan & Sharples, Stephen, 2013. "Quantifying the domestic electricity consumption for air-conditioning due to urban heat islands in hot arid regions," Applied Energy, Elsevier, vol. 112(C), pages 371-380.
    2. Huiran Han & Chengfeng Yang & Jinping Song, 2015. "Scenario Simulation and the Prediction of Land Use and Land Cover Change in Beijing, China," Sustainability, MDPI, vol. 7(4), pages 1-20, April.
    3. Guan, DongJie & Li, HaiFeng & Inohae, Takuro & Su, Weici & Nagaie, Tadashi & Hokao, Kazunori, 2011. "Modeling urban land use change by the integration of cellular automaton and Markov model," Ecological Modelling, Elsevier, vol. 222(20), pages 3761-3772.
    4. Jeremy S. Pal & Elfatih A. B. Eltahir, 2016. "Future temperature in southwest Asia projected to exceed a threshold for human adaptability," Nature Climate Change, Nature, vol. 6(2), pages 197-200, February.
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    Cited by:

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    2. Zakaria A. Mani & Krzysztof Goniewicz, 2023. "Adapting Disaster Preparedness Strategies to Changing Climate Patterns in Saudi Arabia: A Rapid Review," Sustainability, MDPI, vol. 15(19), pages 1-19, September.
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