Skip to main content

Advertisement

Log in

Potential flood risk due to urbanization expansion in arid environments, Saudi Arabia

  • Original Paper
  • Published:
Natural Hazards Aims and scope Submit manuscript

Abstract

Urbanization of watersheds is known to increase the flood risk potentials. Since 1970, eastern Jeddah, Saudi Arabia, underwent rapid urbanization due to the high rate of population growth and the booming economy, which attracts hundreds of thousands of expatriates. Such urbanizations change drastically the flood characteristics and enhance the risk from such watersheds as shown in 2009 and 2011 severe floods. To investigate the general relationship between the increases in flood peaks following historical urbanization in eastern Jeddah watersheds, satellite remote sensing data and meteorological data are developed. The utilization of high-resolution remote sensing data in temporal data analysis resulted in high classification accuracies using support vector machine as a classifier algorithm. The study area was classified into five different types of land use/land cover to quantify the changes that occurred between the bare rock and bare soil land cover classes. Three different data sets of images were synchronized with rainfall records, and hydrological data are used via watershed modeling systems. Such models are also used to obtain a quantitative estimate of the current potential risks. It is concluded that on average, the peak flows and the volumes increased by about 119% and about 89%, respectively.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Abdulrazzak M, Elfeki A, Kamis AS, Kassab M, Alamri N, Noor K, Chaabani A (2018) The impact of rainfall distribution patterns on hydrological and hydraulic response in arid regions: case study Medina, Saudi Arabia. Arab J Geosci 11:679

    Google Scholar 

  • Abdulrazzak M, Elfeki A, Kamis A, Kassab M, Alamri N, Chaabani A, Noor K (2019) Flash flood risk assessment in urban arid environment: case study of Taibah and Islamic universities’ campuses, Medina, Kingdom of Saudi Arabia. Geomat Nat Hazards Risk 10:780–796

    Google Scholar 

  • Aldhebiani AY, Elhag M, Hegazy AK, Galal HK, Mufareh NS (2018) Consideration of NDVI thematic changes in density analysis and floristic composition of Wadi Yalamlam, Saudi Arabia. Geosci Instrum Methods Data Syst 7:297–306

    Google Scholar 

  • Al-Ghamdi KA, Elzahrany RA, Mirza MN, Dawod GM (2012) Impacts of urban growth on flood hazards in Makkah City, Saudi Arabia. Int J Water Resour Environ Eng 4:23–34

    Google Scholar 

  • Ali M, Khan SJ, Aslam I, Khan Z (2011) Simulation of the impacts of land-use change on surface runoff of Lai Nullah Basin in Islamabad, Pakistan. Landsc Urban Plan 102:271–279

    Google Scholar 

  • Almazroui M (2013) Simulation of present and future climate of Saudi Arabia using a regional climate model (PRECIS). Int J Climatol 33:2247–2259

    Google Scholar 

  • Al-Othman AA (2011) Enhancing groundwater recharge in arid region-a case study from Central Saudi Arabia. Sci Res Essays 6:2757–2762

    Google Scholar 

  • Al-Qurashi A, Mcintyre N, Wheater H, Unkrich C (2008) Application of the Kineros2 rainfall–runoff model to an arid catchment in Oman. J Hydrol 355:91–105

    Google Scholar 

  • Bahrawi JA, Elhag M (2016) Simulation of sea level rise and its impacts on the western coastal area of Saudi Arabia. Indian J Geo-Mar Sci 45:54–61

    Google Scholar 

  • Bahrawi JA, Elhag M, Aldhebiani AY, Galal HK, Hegazy AK, Alghailani E (2016) Soil erosion estimation using remote sensing techniques in Wadi Yalamlam Basin, Saudi Arabia. Adv Mater Sci Eng. https://doi.org/10.1155/2016/9585962

    Article  Google Scholar 

  • Barredo JI, Engelen G (2010) Land use scenario modeling for flood risk mitigation. Sustainability 2:1327–1344

    Google Scholar 

  • Batisani N, Yarnal B (2009) Urban expansion in Centre County, Pennsylvania: spatial dynamics and landscape transformations. Appl Geogr 29:235–249

    Google Scholar 

  • Bayumi TH, Alyamani MS (2003) Use of factor analysis to identify sources controlling groundwater chemistry in the shallow coastal Plain Aquifer, Western Saudi Arabia. King Abdulaziz Univ Fac Earth Sci 214:91–112

    Google Scholar 

  • Bhunya P, Panda S, Goel M (2011) Synthetic unit hydrograph methods: a critical review. Open Hydrol J 5:1–8

    Google Scholar 

  • Bruen M, Johnston P, Quinn MK, Desta M, Higgins N, Bradley C, Burns S (2006) Impact assessment of highway drainage on surface water quality. Environmental Protection Agency, Wexford

    Google Scholar 

  • Chow VT, Maidment DR, Mays LW (1988) Applied hydrology. MacGraw-Hill Inc, New York

    Google Scholar 

  • Chowdhury S, Al-Zahrani M (2013) Implications of climate change on water resources in Saudi Arabia. Arab J Sci Eng 38:1959–1971

    Google Scholar 

  • Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens Environ 37:35–46

    Google Scholar 

  • Coppin P, Jonckheere I, Nackaerts K, Muys B, Lambin E (2004) Review ArticleDigital change detection methods in ecosystem monitoring: a review. Int J Remote Sens 25:1565–1596

    Google Scholar 

  • Council NR (2015) Tying flood insurance to flood risk for low-lying structures in the floodplain. National Academies Press, Washington, DC

    Google Scholar 

  • Douglas I, Kobold M, Lawson N, Pasche E, White I (2007) Characterisation of urban streams and urban flooding. In: Advances in urban flood management. Taylor & Francis, New York, pp 29–58. https://doi.org/10.1201/9780203945988

    Chapter  Google Scholar 

  • Elfert S, Bormann H (2010) Simulated impact of past and possible future land use changes on the hydrological response of the Northern German lowland ‘Hunte’catchment. J Hydrol 383:245–255

    Google Scholar 

  • Elhag M (2016) Detection of temporal changes of eastern coast of Saudi Arabia for better natural resources management. Indian J Geo-Mar Sci 45:29–37

    Google Scholar 

  • Elhag M (2017) Consideration of Landsat-8 spectral band combination in typical mediterranean forest classification in Halkidiki, Greece. Open Geosci 9:468–479

    Google Scholar 

  • Elhag M, Bahrawi JA (2014) Conservational use of remote sensing techniques for a novel rainwater harvesting in arid environment. Environ Earth Sci 72:4995–5005

    Google Scholar 

  • Elhag M, Bahrawi J (2019) Sedimentation mapping in shallow shoreline of arid environments using active remote sensing data. Natural Hazards 99(2):879–894

    Google Scholar 

  • Elhag M, Psilovikos A, Sakellariou-Makrantonaki M (2013) Land use changes and its impacts on water resources in Nile Delta region using remote sensing techniques. Environ Dev Sustain 15:1189–1204

    Google Scholar 

  • Elhag M, Galal HK, Alsubaie H (2017) Understanding of morphometric features for adequate water resource management in arid environments. Geosci Instrum Methods Data Syst 6:293

    Google Scholar 

  • Frazier PS, Page KJ (2000) Water body detection and delineation with Landsat TM data. Photogramm Eng Remote Sens 66:1461–1468

    Google Scholar 

  • Gao J, Liu Y (2010) Determination of land degradation causes in Tongyu County, Northeast China via land cover change detection. Int J Appl Earth Obs Geoinf 12:9–16

    Google Scholar 

  • Huang W, Liu H, Luan Q, Jiang Q, Liu J, Liu H (2008) Detection and prediction of land use change in Beijing based on remote sensing and GIS. Int Arch Photogramm Remote Sens Spat Inf Sci 37:75–82

    Google Scholar 

  • Ibrahim-Bathis K, Ahmed S (2016) Rainfall-runoff modelling of Doddahalla watershed: an application of HEC-HMS and SCN-CN in ungauged agricultural watershed. Arab J Geosci 9:170

    Google Scholar 

  • Im S, Kim H, Kim C, Jang C (2009) Assessing the impacts of land use changes on watershed hydrology using MIKE SHE. Environ Geol 57:231

    Google Scholar 

  • Jajarmizadeh M, Harun S, Salarpour M (2012) A review on theoretical consideration and types of models in hydrology. J Environ Sci Technol 5:249–261

    Google Scholar 

  • Jensen JR (1995) Inland wetland change detection in the Everglades Water Conservation Area 2A using a time series of normalized remotely sensed data. PE and RS, pp 199–209

  • Jensen J, Lulla K (1986) Introductory digital image processing: a remote sensing perspective. Prentice Hall, CA

    Google Scholar 

  • Jones R, Noguer M, Hassell D, Hudson D, Wilson S, Jenkins G, Mitchell J (2004) Generating high resolution climate change scenarios using PRECIS. Met Office Hadley Centre, Exeter, p 40

    Google Scholar 

  • Jotish N, Parthasarathi C, Nazrin U, Victor SK, Silchar A (2011) A Geomorphological based rainfall-runoff model for ungauged watersheds. Int J Geomat Geosci 2:676–687

    Google Scholar 

  • Kloer BR (1994) Hybrid parametric/non-parametric image classification. Paper to be presented at the ACSM-ASPRS annual convention. April, Reno, Nevada

  • Mao D, Cherkauer KA (2009) Impacts of land-use change on hydrologic responses in the Great Lakes region. J Hydrol 374:71–82

    Google Scholar 

  • Mas J-F (1999) Monitoring land-cover changes: a comparison of change detection techniques. Int J Remote Sens 20:139–152

    Google Scholar 

  • Olang L, Fürst J (2011) Effects of land cover change on flood peak discharges and runoff volumes: model estimates for the Nyando River Basin, Kenya. Hydrol Process 25:80–89

    Google Scholar 

  • Paquier A (2010) Flood studies and effects of climate change: two examples. In: International workshop on impacts of global warming from hydrological and hydraulics issues, pp 41–46

  • Pizzuto J, Moglen G, Palmer M, Nelson K (2007) 14 Two model scenarios illustrating the effects of land use and climate change on gravel riverbeds of suburban Maryland, USA. Dev Earth Surf Process 11:359–381

    Google Scholar 

  • Ragab R, Prudhomme C (2002) Sw—soil and water: climate change and water resources management in arid and semi-arid regions: prospective and challenges for the 21st century. Biosyst Eng 81:3–34

    Google Scholar 

  • Richards J, Jia X (1999) Remote sensing digital image analysis. Springer, Berlin

    Google Scholar 

  • Ronfort C, Souchère V, Martin P, Sebillotte C, Castellazzi M, Barbottin A, Meynard J, Laignel B (2011) Methodology for land use change scenario assessment for runoff impacts: a case study in a north-western European Loess belt region (Pays de Caux, France). CATENA 86:36–48

    Google Scholar 

  • Saghafian B, Farazjoo H, Bozorgy B, Yazdandoost F (2008) Flood intensification due to changes in land use. Water Resour Manag 22:1051–1067

    Google Scholar 

  • Shalaby A, Tateishi R (2007) Remote sensing and GIS for mapping and monitoring land cover and land-use changes in the Northwestern coastal zone of Egypt. Appl Geogr 27:28–41

    Google Scholar 

  • Sheng J, Wilson JP (2009) Watershed urbanization and changing flood behavior across the Los Angeles metropolitan region. Nat Hazards 48:41–57

    Google Scholar 

  • Sherief Y (2008) Flash floods and their effects on the development in El-Qaá plain area in south Sinai, Egypt, a study in applied geomorphology using GIS and remote sensing. PhD Dissertation, Mainz University, Germany

  • Simas MJCD (1996) Lag-time characteristics in small watersheds in the United States. The University of Arizona, USA

  • Sorman AU, Abdulrazzak MJ (1993) Infiltration-recharge through wadi beds in arid regions. Hydrol Sci J 38:173–186

    Google Scholar 

  • Van Wesemael B, Poesen J, Benet AS, Barrionuevo LC, Puigdefábregas J (1998) Collection and storage of runoff from hillslopes in a semi-arid environment: geomorphic and hydrologic aspects of the aljibe system in Almeria Province, Spain. J Arid Environ 40:1–14

    Google Scholar 

  • Wang F, Xu YJ (2010) Comparison of remote sensing change detection techniques for assessing hurricane damage to forests. Environ Monit Assess 162:311–326

    Google Scholar 

  • Youssef AM, Pradhan B, Sefry SA (2016) Flash flood susceptibility assessment in Jeddah city (Kingdom of Saudi Arabia) using bivariate and multivariate statistical models. Environ Earth Sci 75:12

    Google Scholar 

  • Zhou W, Troy A, Grove M (2008) Object-based land cover classification and change analysis in the Baltimore metropolitan area using multitemporal high resolution remote sensing data. Sensors 8:1613–1636

    Google Scholar 

Download references

Acknowledgements

This project was funded by the Deanship of Scientific Research (DSR), King Abdulaziz University, Jeddah, under Grant No. G-70-155-1440. The authors, therefore, acknowledge with thanks, DSR technical, and financial support.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mohamed Elhag.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bahrawi, J., Ewea, H., Kamis, A. et al. Potential flood risk due to urbanization expansion in arid environments, Saudi Arabia. Nat Hazards 104, 795–809 (2020). https://doi.org/10.1007/s11069-020-04190-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11069-020-04190-7

Keywords

Navigation