Technical Papers
Aug 5, 2016

Spatial Mapping of Soluble Sulfate Concentrations Present in Natural Soils Using Geostatistics

Publication: Journal of Geotechnical and Geoenvironmental Engineering
Volume 143, Issue 2

Abstract

Sulfate heaving has had a major impact on civil engineering infrastructure for the past few decades. Past researchers have attributed the provenance of this heaving mechanism to the chemical reactions between soluble sulfates and calcium-based stabilizers, but despite the increase in studies related to sulfate heaving, very little effort has been made to address the variability of sulfate concentrations in the field. The natural deposition of sulfate pockets causes inevitable problems to chemical stabilization techniques. Because of the high variability of sulfate concentrations present in nearby locations, it is possible that engineers may mischaracterize the sulfate concentrations or not able to design appropriate stabilization measures in the field. In this study geostatistical analysis was used to quantify and map sulfate concentrations along a mega water pipeline project located in north Texas. Various soil samples, originating from six different geological formations along the pipeline alignment, were collected. Laboratory tests were performed on these soil samples to determine soluble sulfate concentrations using the modified University of Texas at Arlington (UTA) approach. The inherent variability present in sulfate concentrations was determined and modeled using variogram analysis. The variability models, along with the kriging algorithm, were used to determine the distribution of the sulfate concentrations at unsampled locations along the pipeline alignment. This analysis provided the distribution of soluble sulfate concentrations along the six geological formations and indicated the areas of having low-risk to high risk zones when treated with calcium-based stabilizers. This research highlights the adoptability of geostatistics in modeling and mapping the high variable soluble sulfate concentrations present in native clayey soils.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

This research was conducted in cooperation with the Tarrant Regional Water District (TRWD) and the Integrated Pipeline Team (IPL). The authors would like to acknowledge Mr. David Marshall, Director and Operations Support at TRWD, and Mr. Matt Gaughan of the IPL Team. The authors would also like to thank Fugro Consultants, Inc. and Geotechnical Consultants for their help and excellent cooperation throughout the research.

References

Adams, A. G., Dukes, O. M., Tabet, W., Cerato, A. B., and Miller, G. A. (2008). “Sulfate induced heave in Oklahoma soils due to lime stabilization.” Proc., GeoCongress: Characterization, Monitoring, and Modeling GeoSystems, ASCE-GeoCongress, New Orleans, 444–451.
Bagley, A. D., and Cesare, J. A. (2009). “Case history: Sulfate-induced heave of lime-treated soils beneath a structure in western Colorado.” Proc., 5th Congress on Forensic Engineering, ASCE, Reston, VA, 234–243.
Berger, E., Little, D. N., and Graves, R. (2001). “Technical memorandum: Guidelines for stabilization of soils containing sulfates.” National Lime Association, Arlington, VA.
Box, G. E., and Cox, D. R. (1964). “An analysis of transformations.” J. R. Stat. Soc. Ser. B (Methodological), 26(2), 211–252.
Burkart, B., Goss, G. C., and Kern, J. P. (1999). “The role of gypsum in production of sulfate-induced deformation of lime-stabilized soils.” Environ. Eng. Geosci., V(2), 173–187.
Chen, D. H., Harris, P., Scullion, T., and Bilyeu, J. (2005). “Forensic investigation of a sulfate-heaved project in Texas.” J. Perform. Constr. Facil., 324–330.
Clark, I., and Harper, W. V. (2002). “Practical geostatistics 2000.” Ecosse North America LIC, Columbus, OH.
Cressie, N. (1991). Statistics for spatial data, Wiley, New York.
Davidović, N., and Prolović, V. (2010). “Modeling of soil parameters spatial uncertainty by geostatistics.” Archit. Civ. Eng., 8, 111–118.
Dermatas, D. (1995). “Ettringite-induced swelling in soils: State-of-the-art.” Appl. Mech. Rev., 48(10), 659–673.
Driscoll, F. G. (1986). Groundwater and wells, 2nd Ed., Johnson Division, St. Paul, MN.
Hawkins, A. B., and Pinches, C. M. (1987). “Expansion due to gypsum growth.” Proc., 6th Int. Conf. on Expansive Soils, International Conference on Expansive Soils, New Delhi, India, 183–187.
Hem, J. D. (1985). “Study and interpretation of the chemical characteristics of natural water.” Dept. of the Interior, U.S. Geological Survey, Washington, DC.
Henley, S. (1981). “Nonparametric geostatistical estimation.” Nonparametric geostatistics, Springer, Netherlands, 66–104.
Holdaway, K. (2014). Harness oil and gas big data with analytics. Optimize exploration and production with data-driven models, Wiley, Hoboken, NJ.
Hunter, D. (1988). “Lime-induced heave in sulfate-bearing clay soils.” J. Geotech. Eng., 150–167.
Isaaks, E. H., and Srivastava, R. M. (1989). An introduction to applied geostatistics, Oxford University Press, New York.
Kota, P. B. V. S., Hazlett, D., and Perrin, L. (1996). “Sulfate-bearing soils: Problems with calcium based stabilizers.” Transp. Res. Rec., 1546, 62–69.
Krige, D. G. (1951). “A statistical approach to some basic mine valuation problems on the Witwatersrand.” J. S. Afr. Inst. Min. Metall., 94(3), 95–112.
Kumar, V. (2006). “Kriging of groundwater levels—A case study.” J. Spatial Hydrol., 6(1), 81–92.
Matheron, G. (1971). “The theory of regionalized variables and its applications.” École national supérieure des mines, Paris.
McGrath, D., Zhang, C. S., and Carton, T. O. (2003). “Geostatistical analyses and hazard assessment on soil lead in Silvermines area, Ireland.” J. Environ. Pollut., 127(2), 239–248.
Mehta, P. K., and Klein, A. (1966). “Investigation on the hydration products in the system 4CaO-3Al2O3-SO3-CaSO4-CaO-H2O.”, Highway Research Board, 328–352.
Mingyu, H., Fumei, L., and Mingshu, T. (2006). “The thaumasite form of sulfate attack in concrete of Yongam dam.” Cem. Concr. Res., 36(10), 2006–2008.
Mitchell, J. K. (1986). “Practical problems from surprising soil behavior.” J. Geotech. Eng. Div., 112(3), 259–289.
Montgomery, D. C., Runger, G. C., and Hubele, N. F. (2010). Engineering statistics, 4th Ed., Wiley, New York.
Perrin, L. (1992). “Expansion of lime-treated clays containing sulfates.” Proc., 7th Int. Conf. on Expansive Soils, Vol. 1, ASCE Expansive Soil Research Council, New York, 409–414.
Petry, T. M. (1994). “Studies of factors causing and influencing localized heave of lime treated clay soils (sulfate-induced heave).”, Univ. of Texas, Dept. of Civil Engineering, Arlington, TX.
Petry, T. M., and Little, D. N. (1992). “Update on sulfate-induced heave in treated clays: Problematic sulfate levels.”, Transportation Research Board, Washington, DC.
Puppala, A. J., Kadam, R., Madhyannapu, R., and Hoyos, L. R. (2006). “Small-strain shear moduli of chemically stabilized sulfate-bearing cohesive soils.” J. Geotech. Geoenviron. Eng., 322–336.
Puppala, A. J., Saride, S., Dermatas, D., Al-Shamrani, M., and Chikyala, V. (2010). “Forensic investigations to evaluate sulfate-induced heave attack on a shotcrete tunnel liner.” J. Mater. Civ. Eng. J. Mater. Civ. Eng., 914–922.
Puppala, A. J., Talluri, N. S., Chittoori, B. S., and Gaily, A. (2012). “Lessons learned from sulfate induced heaving studies in chemically-treated soils.” Proc., Int. Conf. on Ground Improvement and Ground Control, Vol. 1, Research Publishing, 85–98.
Puppala, A. J., Viyanant, C., Kruzic, A. P., and Perrin, L. (2002). “Evaluation of a modified soluble sulfate determination method for fine-grained cohesive soils.” Geotech. Test. J., 25(1), 85–94.
Puppala, A. J., Wattanasanticharoen, E., and Punthutaecha, K. (2003). “Experimental evaluations of stabilization methods for sulphate-rich expansive soils.” Ground Improv., 7(1), 25–35.
Saito, H., and Goovaerts, P. (2000). “Geostatistical interpolation of positively skewed and censored data in a dioxin-contaminated site.” Environ. Sci. Technol., 34(19), 4228–4235.
Sherwood, P. T. (1962). “Effect of sulfates on cement- and lime-stabilized soils.” Highway Res. Board Bull., 353, 98–107.
Stuedlein, A. W., Kramer, S. L., Arduino, P., and Holtz, R. D. (2012). “Geotechnical characterization and random field modeling of desiccated clay.” J. Geotech. Geoenviron. Eng., 1301–1313.
Thomey, J. (2013). “Quantification and geostatistical mapping of soluble sulfates in soils along a pipeline alignment.” M.S. thesis, Univ. of Texas, Arlington, TX.
Vennapusa, K. R. P., White, D. J., and Morris, M. D. (2010). “Geostatistical analysis for spatially referenced roller-integrated compaction measurement.” J. Geotech. Geoenviron. Eng., 813–822.
White, D. J., Thompson, M. J., Vennapusa, P., and Siekmeier, J. (2008). “Implementing intelligent compaction specification on Minnesota TH-64 synopsis of measurement values, data management, and geostatistical analysis.” Transp. Res. Rec., 2045, 1–9.
White, D. J., Vennapusa, P. K., and Gieselman, H. H. (2011). “Field assessment and specification review for roller-integrated compaction monitoring technologies.” Adv. Civ. Eng., 2011, 15.
Zhiming, S. (2008). “Forensic investigation of pavement premature failure due to soil sulfate-induced heave.” J. Geotech. Geoenviron. Eng., 1201–1204.
Zimmerman, D. L., and Zimmerman, M. B. (1991). “A comparison of spatial semivariogram estimators and corresponding ordinary kriging predictors.” Technometrics, 33(1), 77–91.

Information & Authors

Information

Published In

Go to Journal of Geotechnical and Geoenvironmental Engineering
Journal of Geotechnical and Geoenvironmental Engineering
Volume 143Issue 2February 2017

History

Received: Sep 3, 2015
Accepted: Jun 10, 2016
Published online: Aug 5, 2016
Discussion open until: Jan 5, 2017
Published in print: Feb 1, 2017

Permissions

Request permissions for this article.

Authors

Affiliations

Tejo V. Bheemasetti, A.M.ASCE [email protected]
Research Associate, Dept. of Civil Engineering, Box 19308, Univ. of Texas at Arlington, Arlington, TX 76019. E-mail: [email protected]
Bhaskar Chittoori, M.ASCE [email protected]
Assistant Professor, Dept. of Civil Engineering, Boise State Univ., Boise, ID 83725. E-mail: [email protected]
Haifeng Zou [email protected]
Institute of Geotechnical Engineering, Southeast Univ., Nanjing, Jiangsu 210096, China. E-mail: [email protected]
Anand J. Puppala, F.ASCE [email protected]
Distinguished Teaching Professor, Dept. of Civil Engineering, Univ. of Texas at Arlington, Arlington, TX 76019 (corresponding author). E-mail: [email protected]
Justin Thomey [email protected]
Engineering Assistant, TxDOT Fort Worth District, 2501 SW Loop 820, Fort Worth, TX 76133. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share