Skip to main content
Top
Published in: Arabian Journal for Science and Engineering 1/2020

20-08-2019 | Research Article - Earth Sciences

Evaluating and Predicting Changes Occurring on the Coastlines of Jeddah City Using Satellite Images

Published in: Arabian Journal for Science and Engineering | Issue 1/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The current study highlights the usefulness of satellite images in monitoring and predicting changes occurring on shorelines through a bi-dimensional strategy—data based and situational based. Three coastal areas of Jeddah city were selected as the study areas: Salman Bay, Sharm Abhar and Jeddah Port. For the data-based dimension, data collected through satellite images were used in the analysis covering the period from 1972 to 2016. Four regression models were used to study the variation in the coastal borders of the study area. Predictions for the next 9 years, i.e., up to 2025, were carried out using the four regression models. The results revealed that an area reduction has been witnessed in all the areas under study. Another fact that came to the limelight is the proximity of the objective results with the expectations of experts, thus providing credence to the appropriateness of employed statistical models. For situational-based dimension effects, various anthropogenic activities and geo-environmental natural processes in the study area were identified. Based on the findings of the study, continuous monitoring of the coastal areas is suggested along with maintaining a concrete database. The proposed techniques can be extended to study coastal reduction and extension in other regions as well.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Wukai, L.; Desheng, J.; Lijun, Y.; Jiajing, P.; Rui, Qu; Sun, Tao: Numerical simulation of temperature field and prediction of microstructure in friction hydro pillar processing. J. Mater. Process. Technol. 252, 370–380 (2018)CrossRef Wukai, L.; Desheng, J.; Lijun, Y.; Jiajing, P.; Rui, Qu; Sun, Tao: Numerical simulation of temperature field and prediction of microstructure in friction hydro pillar processing. J. Mater. Process. Technol. 252, 370–380 (2018)CrossRef
2.
go back to reference Alesheikh, A.; Sadeghi, F.; Talebzade, A.: Improving classification accuracy using external knowledge. GIM Int. 17(8), 12–15 (2003) Alesheikh, A.; Sadeghi, F.; Talebzade, A.: Improving classification accuracy using external knowledge. GIM Int. 17(8), 12–15 (2003)
6.
go back to reference Amal, Al-Sheikh: Management of environmental degradation of Jeddah coastal zone, Saudi Arabia, using remote sensing and geographic information systems. J. Am. Sci. 7, 665–673 (2011) Amal, Al-Sheikh: Management of environmental degradation of Jeddah coastal zone, Saudi Arabia, using remote sensing and geographic information systems. J. Am. Sci. 7, 665–673 (2011)
7.
go back to reference Moore, T.; AI-Rehaili, H.: Geologic map of the Makkah Quadrangle, sheet 21D, Kingdom of Saudi Arabia, Saudi Arabian Directorate General of Mineral Resources. Geoscience Map GM-107C, scale 1:250,000 (1989) Moore, T.; AI-Rehaili, H.: Geologic map of the Makkah Quadrangle, sheet 21D, Kingdom of Saudi Arabia, Saudi Arabian Directorate General of Mineral Resources. Geoscience Map GM-107C, scale 1:250,000 (1989)
8.
go back to reference Kaufman, Y.; Wald, L.; Remer, B.; Gao, R.; Li, R.; Flynn, L.: The MODIS 2.1-mm channel—correlation with visible reflectance for use in remote sensing of aerosol. IEEE Trans. Geosci. Remote Sens. 35, 1286–1298 (1997)CrossRef Kaufman, Y.; Wald, L.; Remer, B.; Gao, R.; Li, R.; Flynn, L.: The MODIS 2.1-mm channel—correlation with visible reflectance for use in remote sensing of aerosol. IEEE Trans. Geosci. Remote Sens. 35, 1286–1298 (1997)CrossRef
9.
go back to reference Matthew, M.; Golden, A.; Berk, S.; Richtsmeier, R.; Levine, L.; Bernstein, P.; Acharya, G.; Anderson, G.; Felde, M.; Hoke, A.; Ratkowski, H.; Burke, R.; Kaiser, D.; Miller, D.: Status of atmospheric correction using a MODTRAN4-based algorithm. In: SPIE Proceedings, Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VI, vol. 4049, pp. 199–207 (2000) Matthew, M.; Golden, A.; Berk, S.; Richtsmeier, R.; Levine, L.; Bernstein, P.; Acharya, G.; Anderson, G.; Felde, M.; Hoke, A.; Ratkowski, H.; Burke, R.; Kaiser, D.; Miller, D.: Status of atmospheric correction using a MODTRAN4-based algorithm. In: SPIE Proceedings, Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VI, vol. 4049, pp. 199–207 (2000)
10.
go back to reference Van, T.; Binh, T.: Application of remote sensing for shoreline change detection in Cuu Long estuary. VNU J. Sci. Earth Sci. 25, 217–227 (2009) Van, T.; Binh, T.: Application of remote sensing for shoreline change detection in Cuu Long estuary. VNU J. Sci. Earth Sci. 25, 217–227 (2009)
11.
go back to reference Claire, C.; Pham, V.; Pham, N.; Hoang, P.; Lam, N.: Remote sensing application for coastline detection in Ca Mau, Mekong delta. In: International Symposium on Geoinformatics for Spatial Infrastructure Development in Earth and Allied Sciences, pp. 1–6 (2012) Claire, C.; Pham, V.; Pham, N.; Hoang, P.; Lam, N.: Remote sensing application for coastline detection in Ca Mau, Mekong delta. In: International Symposium on Geoinformatics for Spatial Infrastructure Development in Earth and Allied Sciences, pp. 1–6 (2012)
12.
go back to reference Aedla, R.; Dwarakish, G.; Reddy, V.: Automatic shoreline detection and change detection analysis of Netravati–Gurpur River mouth using histogram equalization and adaptive thresholding techniques. Aquat. Procedia 4, 563–570 (2015)CrossRef Aedla, R.; Dwarakish, G.; Reddy, V.: Automatic shoreline detection and change detection analysis of Netravati–Gurpur River mouth using histogram equalization and adaptive thresholding techniques. Aquat. Procedia 4, 563–570 (2015)CrossRef
13.
go back to reference Arismar, M.; Gonçalves, J.; Hélder, D.; Wallace, B.: Practical partial discharge pulse generation and location within transformer windings using regression models adjusted with simulated signals. Electr. Power Syst. Res. 157, 118–125 (2016) Arismar, M.; Gonçalves, J.; Hélder, D.; Wallace, B.: Practical partial discharge pulse generation and location within transformer windings using regression models adjusted with simulated signals. Electr. Power Syst. Res. 157, 118–125 (2016)
14.
go back to reference Hanke, J.; Wichern, D.: Business Forecasting 9th Edition. Pearson New International Edition (2014) Hanke, J.; Wichern, D.: Business Forecasting 9th Edition. Pearson New International Edition (2014)
15.
go back to reference Vaidyanathan, P.: The Theory of Linear Prediction, Copyright © 2008 by Morgan and Claypool Publisher. Marcel and Göktuğ, 2018 (2008) Vaidyanathan, P.: The Theory of Linear Prediction, Copyright © 2008 by Morgan and Claypool Publisher. Marcel and Göktuğ, 2018 (2008)
16.
go back to reference Bin, Z.; Jiemin, Z.; Mao, L.: Prediction of sinter yield and strength in iron ore sintering process by numerical simulation. Appl. Therm. Eng. 131(25), 70–79 (2018) Bin, Z.; Jiemin, Z.; Mao, L.: Prediction of sinter yield and strength in iron ore sintering process by numerical simulation. Appl. Therm. Eng. 131(25), 70–79 (2018)
17.
go back to reference Marcel, B.; Göktuğ, A.: Prediction of CO2-induced plasticization pressure in polyimides via atomistic simulations. J. Membr. Sci. 547, 146–155 (2018)CrossRef Marcel, B.; Göktuğ, A.: Prediction of CO2-induced plasticization pressure in polyimides via atomistic simulations. J. Membr. Sci. 547, 146–155 (2018)CrossRef
20.
go back to reference Camila, M.; Nakata, O.; Léa, S.; Daniel, S.: This tool for heat island simulation: a GIS extension model to calculate urban heat island intensity based on urban geometry. Comput. Environ. Urban Syst. 67, 157–168 (2018)CrossRef Camila, M.; Nakata, O.; Léa, S.; Daniel, S.: This tool for heat island simulation: a GIS extension model to calculate urban heat island intensity based on urban geometry. Comput. Environ. Urban Syst. 67, 157–168 (2018)CrossRef
21.
go back to reference Fengli, Z.; Dana, J.; Mark, J.; David, W.; Robert, F.; Wangan, Jinjiang: Decision support system integrating GIS with simulation and optimization for a biofuel supply chain. Renew. Energy 85, 740–748 (2016)CrossRef Fengli, Z.; Dana, J.; Mark, J.; David, W.; Robert, F.; Wangan, Jinjiang: Decision support system integrating GIS with simulation and optimization for a biofuel supply chain. Renew. Energy 85, 740–748 (2016)CrossRef
22.
go back to reference Sadik, K.; Amirreza, M.; Khaleghi, M.; Hamidi, Y.; Ferenc, S.; Guzin, B.; Young, S.: An Integrated GIS, optimization and simulation framework for optimal PV size and location in campus area environments. Appl. Energy 113, 1601–1613 (2014)CrossRef Sadik, K.; Amirreza, M.; Khaleghi, M.; Hamidi, Y.; Ferenc, S.; Guzin, B.; Young, S.: An Integrated GIS, optimization and simulation framework for optimal PV size and location in campus area environments. Appl. Energy 113, 1601–1613 (2014)CrossRef
23.
go back to reference Cowell, P.; Roy, P.; Jones, R.: Simulation of large-scale coastal change using a morphological behavior model. Mar. Geol. 126, 45–61 (1995)CrossRef Cowell, P.; Roy, P.; Jones, R.: Simulation of large-scale coastal change using a morphological behavior model. Mar. Geol. 126, 45–61 (1995)CrossRef
24.
go back to reference Alesheikh, A.; Blais, J.; Chapman, M.; Karimi, H.: Rigorous geospatial data uncertainty models for GIS in spatial accuracy assessment: land information uncertainty in natural resources, chapter 24. Ann Arbor Press, Michigan (1999) Alesheikh, A.; Blais, J.; Chapman, M.; Karimi, H.: Rigorous geospatial data uncertainty models for GIS in spatial accuracy assessment: land information uncertainty in natural resources, chapter 24. Ann Arbor Press, Michigan (1999)
Metadata
Title
Evaluating and Predicting Changes Occurring on the Coastlines of Jeddah City Using Satellite Images
Publication date
20-08-2019
Published in
Arabian Journal for Science and Engineering / Issue 1/2020
Print ISSN: 2193-567X
Electronic ISSN: 2191-4281
DOI
https://doi.org/10.1007/s13369-019-04085-1

Other articles of this Issue 1/2020

Arabian Journal for Science and Engineering 1/2020 Go to the issue

Premium Partners