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Integrating Remote Sensing and Hydrologic Modeling to Assess the Impact of Land-Use Changes on the Increase of Flood Risk: A Case Study of the Riyadh–Dammam Train Track, Saudi Arabia

Author

Listed:
  • Ashraf Abdelkarim

    (Research Center, Ministry of Housing, Riyadh 11461, Saudi Arabia)

  • Ahmed F. D. Gaber

    (Department of Geography, Faculty of Art, Sohag University, Sohag 82524, Egypt
    Geography and GIS Department, College of Arts, Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia)

  • Ibtesam I. Alkadi

    (Geography Department, College of Arts, Princess Nourah bint Abdulrahman University, Riyadh 84428, Saudi Arabia)

  • Haya M. Alogayell

    (Geography Department, College of Arts, Princess Nourah bint Abdulrahman University, Riyadh 84428, Saudi Arabia)

Abstract

The current study aimed at measuring the impact of the change in land-use morphology on the increase of flood risk through its application to the case of the Riyadh–Dammam train track in Saudi Arabia. The track was exposed to drift on 18 February 2017, over a length of 10 km, in the district of Dhahran in the capital of Dammam. Flooding caused the train to drift off its track and resulted in damage to lives, property, and infrastructure. This resulted from human interventions in the preplanning land uses and changing the morphology of the land by encroaching on the valleys, which resulted in the loss of the environmental and ecological balance in the study area. In order to achieve these goals, land-use changes in the study area were monitored by analyzing successive images from the GEO-I-1 satellite with a resolution of 60 cm for the years 2011 and 2017, before and after the train drift, using the maximum likelihood classification process provided in ERDAS IMAGINE 2016. GIS was used in the processing of 1 m digital elevation models to extract the morphological changes of the wadies between 2011 and 2017. A hydrological model (HEC–HMS) was used in calculating the (flood) hydrograph curve of the wadies basins and estimating the calculation of flood water quantities and its flow rates based on the Soil Conservation Services (SCS) Unit Hydrograph Method. Rain depth was analyzed and estimated for different return periods. The HEC–RAS hydraulic modeling program was employed in developing a 2D model to calculate the velocity, depth, and spread of the flood in order to apply the risk matrix method.

Suggested Citation

  • Ashraf Abdelkarim & Ahmed F. D. Gaber & Ibtesam I. Alkadi & Haya M. Alogayell, 2019. "Integrating Remote Sensing and Hydrologic Modeling to Assess the Impact of Land-Use Changes on the Increase of Flood Risk: A Case Study of the Riyadh–Dammam Train Track, Saudi Arabia," Sustainability, MDPI, vol. 11(21), pages 1-32, October.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:21:p:6003-:d:281187
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    References listed on IDEAS

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    1. Pietro Piana & Francesco Faccini & Fabio Luino & Guido Paliaga & Alessandro Sacchini & Charles Watkins, 2019. "Geomorphological Landscape Research and Flood Management in a Heavily Modified Tyrrhenian Catchment," Sustainability, MDPI, vol. 11(17), pages 1-22, August.
    2. Tammy E. Parece & James B. Campbell, 2017. "Geospatial Evaluation for Urban Agriculture Land Inventory: Roanoke, Virginia USA," International Journal of Applied Geospatial Research (IJAGR), IGI Global, vol. 8(1), pages 43-63, January.
    3. C. van Westen & N. Rengers & R. Soeters, 2003. "Use of Geomorphological Information in Indirect Landslide Susceptibility Assessment," 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. 30(3), pages 399-419, November.
    4. Jingfen Sheng & John Wilson, 2009. "Watershed urbanization and changing flood behavior across the Los Angeles metropolitan region," 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. 48(1), pages 41-57, January.
    5. Dhruvesh Patel & Prashant Srivastava, 2013. "Flood Hazards Mitigation Analysis Using Remote Sensing and GIS: Correspondence with Town Planning Scheme," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(7), pages 2353-2368, May.
    6. Ľubomír Solín & Ján Feranec & Jozef Nováček, 2011. "Land cover changes in small catchments in Slovakia during 1990–2006 and their effects on frequency of flood events," 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. 56(1), pages 195-214, January.
    7. Jeroen Neuvel & Adri van den Brink, 2009. "Flood risk management in Dutch local spatial planning practices," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 52(7), pages 865-880.
    8. Stefanos Stefanidis & Dimitrios Stathis, 2013. "Assessment of flood hazard based on natural and anthropogenic factors using analytic hierarchy process (AHP)," 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. 68(2), pages 569-585, September.
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