Skip to main content
Log in

Near infrared spectroscopy techniques for soil contamination assessment in the Nile Delta

  • Soil Chemistry
  • Published:
Eurasian Soil Science Aims and scope Submit manuscript

Abstract

Heavy metals concentration is considered one of the factors directly affecting soil and crop quality and, thus, human health. The objective of the current work was to critically examine the suitability of Vis- NIR (350–2500 nm) measurements for calibration procedures and methods to predict contaminated soil. 25 different sites were selected adjacent to drain Bahr El-Baqar east of Nile Delta. Spectroradiometer ASD was used to measure the spectral reflectance profile of each soil site. The concentrations of three heavy metals (Cr, Mn and Cu) were determined in the studied samples. Stepwise multiple linear regression (SMLR) was used to construct calibration models subjected to the independent validation. The obtained regression models were of good quality (R 2 = 0.82, 0.75, and 0.65 for Cr, Mn, and Cu, respectively). Thus, Visible and Nearinfrared (Vis-NIR) reflection spectroscopy is cost- and time-effective procedure that can be used as an alternative to the traditional methods of determination of heavy metals in soils.

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.

Similar content being viewed by others

References

  1. H. I. Abdel-Shafy and R. O. Aly, “Water issue in Egypt: resources, pollution, and protection endeavors,” Cejoem 8 (1), 3–21 (2002).

    Google Scholar 

  2. Z. M. Abu, Egyptian Policies for Using Low Quality Water for Irrigation (Water Research Center, Cairo, Egypt, 2011). http://www.docstoc.com/docs/68231841/Egyptian-policies-for-using-low-qualitywater-fo-irrigation

    Google Scholar 

  3. A. Assia, E. Falaky, S. A. Aboulroos, A. A. Saoud, and M. A. Ali, “Aquatic plants for bioremediation of waste water,” in Eighth International Water Technology Conference (Alexandria, Egypt, 2004).

    Google Scholar 

  4. R. K. Badawy, A. M. Abd El-Gawad, and E. Osma Hanan, “Health risks assessment of heavy metals and microbial contamination in water, soil and agricultural foodstuff from wastewater irrigation at Sahl El-Hessania area, Egypt,” J. Appl. Sci. Res. 4, 3091–3107 (2013).

    Google Scholar 

  5. P. Bandyopadhyay, Soil Analysis (Gene-Tech Books, New Delhi, 2007).

  6. G. Bonifazi, P. Menesatti, and M. Millozza, “Multiand hyperspectral digital imaging based techniques for agricultural soil characterization,” in Proceedings of the International Society for Optical Engineering “Nondestructive Sensing for Food Safety, Quality, and Natural Resources” (International Society for Optical Engineering, Bellingham, WA, 2004), Vol. 5587, pp. 1–9.

    Article  Google Scholar 

  7. C. W. Chang, D. A. Laird, M. J. Mausbach, and C. R. J. Hurburgh, “Near-infrared reflectance spectroscopy—principal components regression analyses of soil properties,” Soil Sci. Soc. Am. J. 65, 480–490 (2001).

    Article  Google Scholar 

  8. E. W. Ciurczack, “Principles of near infrared spectroscopy,” in Handbook of Near-Infrared Analysis, Ed. by D. A. Burns and E. W. Ciurczack (Marcel Dekker, New York, 2001), pp. 7–18.

    Google Scholar 

  9. C. V. Deutsch and A. G. Journel, GSLIB: Geostatistical Software Library and User’s Guide (Oxford University Press, New York, 1992).

    Google Scholar 

  10. J. O. Duruibe, M. D. C. Ogwuegbu, and J. N. Egwurugwu, “Heavy metal pollution and human biotoxic effects,” Int. J. Phys. Sci. 2 (5), 112–118 (2007).

    Google Scholar 

  11. ESRI, ArcGIS 10.1 Software and User Manual (Environmental Systems Research Institute, Redlands, CA, 2012).

  12. European Union (EU), Report “Heavy Metals in Wastes” (European Commission on Environment, Brussels, 2002). http://ec.europa.eu/environment/waste/studies/pdf/heavy metals_report.pdf

  13. S. Gannouni, N. Rebai, and S. Abdeljaoued, “A spectroscopic approach to assess heavy metals contents of the mine waste of Jalta and Bougrine in the North of Tunisia,” J. Geogr. Inform. Syst. 4, 242–253 (2012).

    Google Scholar 

  14. ESRI’s GIS mapping software. http://www.esri.com

  15. A. T. Matos, M. P. F. Fontes, L. M. da Costa, and M. A. Martine, “Mobility of heavy metals as related to soil chemical and mineralogical characteristics of Brazilian soils,” Environ. Pollut. 111, 429–435 (2001).

    Article  Google Scholar 

  16. G. W. McCarty, J. B. Reeves, V. B. Reeves, R. F. Follet, and J. M. Kimble, “Mid-infrared and near-infrared diffuse reflectance spectroscopy for soil carbon measurement,” Soil Sci. Soc. Am. J. 66 (2), 640–646 (2002).

    Article  Google Scholar 

  17. E. S. Mohamed, B. S. Goma, and A. V. Shuravilin, “Assessment of heavy metal contamination in soils east of Nile Delta,” Russ. Agric. Sci. 5, 44–48 (2014).

    Google Scholar 

  18. E. S. Mohamed, E. G. Morgan, and I. Kovda, “Assessment of soil degradation in the eastern part of the Nile Delta,” Moscow Univ. Soil Sci. Bull. 66, 86–92 (2011).

    Article  Google Scholar 

  19. M. Pandit Caaminee, G. M. Filippelli, and L. Lin, “Estimation of heavy-metal contamination in soil using reflectance spectroscopy and partial least-squares regression,” Int. J. Remote Sens. 31, 4111–4123 (2010).

    Article  Google Scholar 

  20. Soil Survey Staff, Soil Survey Manual, U.S. Dep. Agric. Handbook, No. 18 (Government Printing Office, Washington, DC, 1951).

  21. R. A. Viscarra, D. J. Rossel, A. B. Walvoort, L. J. McBratney, and J. O. Skjemstad, “Spectroscopy for simultaneous assessment of various soil properties,” Geoderma 131, 59–75 (2006).

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to I. Yu. Savin.

Additional information

Published in Russian in Pochvovedenie, 2016, No. 6, pp. 690–696.

The article is published in the original.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mohamed, E.S., Ali, A.M., El Shirbeny, M.A. et al. Near infrared spectroscopy techniques for soil contamination assessment in the Nile Delta. Eurasian Soil Sc. 49, 632–639 (2016). https://doi.org/10.1134/S1064229316060065

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S1064229316060065

Keywords

Navigation