Skip to main content
Log in

Optimization of portable X-ray fluorescence spectrometry for the assessment of soil total copper concentrations: application at an ancient smelting site

  • Soils, Sec 4 • Ecotoxicology • Research Article
  • Published:
Journal of Soils and Sediments Aims and scope Submit manuscript

Abstract

Purpose

Copper (Cu) is the earliest anthropogenic metal pollutant, but knowledge of Cu soil concentrations at ancient metalworking sites is limited. The objective of this work was to examine the ability of portable X-ray fluorescence to quantify Cu in soils at such sites.

Materials and methods

Using a Bruker Tracer III-SD pXRF, we examine factory “scan” settings versus simple instrument parameter changes (a reduction in energy settings from 40 to 12 kV) to target analysis for Cu. We apply these to a set of uncontaminated samples (n = 18, < 92 mg Cu kg−1) from Central Thailand and compare results to standard wet chemistry analysis (aqua regia digestion and ICP-OES analysis). We then apply the optimized method to a set of highly contaminated samples (n = 86, < 14,200 mg Cu kg−1) from a known ancient smelting site.

Results and discussion

We demonstrate that simple changes to factory recommended “scan” settings can double the sensitivity of Cu determination via pXRF (“optimized limit of determination” of 19.3 mg kg−1 versus an initial value of 39.4 mg kg−1) and dramatically improve the accuracy of analysis. Changes to other results for other elements are variable and depend on concentration ranges, soil matrix effects, and pXRF response for the individual element. We demonstrate that pXRF can accurately determine Cu across a wide concentration range and identify grossly contaminated soil samples.

Conclusions

We conclude that pXRF is a useful tool to rapidly screen and analyse samples at remote sites and can be applied to ancient metalworking sites. Simple optimization of the pXRF settings greatly improves accuracy and is essential in determining comparative background concentrations and “unaffected” areas. Application to other elements requires further element and matrix specific optimization.

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

Similar content being viewed by others

References

  • Bruker AXS Handheld Inc (2006) Tracer III-V manual. Bruker AXS Handheld Incorporated, Kennewick

    Google Scholar 

  • Ciarla R (2007) A preliminary report on Lo.R.A.P. Archaeological Excavations at Prehistoric Khao Sai On, Lopburi Province, Central Thailand. East West 57:395–401

    Google Scholar 

  • Dudal R, Moorman FR (1964) Major soils of Southeast Asia. J Tropic Geograph 18:54–80

    Google Scholar 

  • Fanti F, Bell PR, Tighe M, Milan LA, Dinelli E (2018) Geochemical fingerprinting as a tool for repatriating poached dinosaur fossils in Mongolia: a case study for the Nemegt Locality, Gobi Desert. Palaeogeogr Palaeoclimatol Palaeoecol 494:51–64. https://doi.org/10.1016/j.palaeo.2017.10.032

    Article  Google Scholar 

  • Forster N, Grave P (2012) Non-destructive PXRF analysis of museum-curated obsidian from the near east. J Archaeol Sci 39:728–736

    Article  CAS  Google Scholar 

  • Grattan JP, Gilbertson DD, Waller JH, Adams RB (2014) The geoarchaeology of “waste heaps” from the ancient mining and beneficiation of copper-rich ores in the Wadi Khalid in southern Jordan. J Archaeol Sci 46:428–433. https://doi.org/10.1016/j.jas.2013.08.001

    Article  CAS  Google Scholar 

  • Grattan JP, Adams RB, Friedman H, Gilbertson DD, Haylock KI, Hunt CO, Kent M (2016) The first polluted river? Repeated copper contamination of fluvial sediments associated with Late Neolithic human activity in southern Jordan. Sci Total Environ 573:247–257

    Article  CAS  Google Scholar 

  • Grave P, Attenbrow V, Sutherland L, Pogson R, Forster N (2012) Non-destructive pXRF of mafic stone tools. J Archaeol Sci 39:1674–1686

    Article  CAS  Google Scholar 

  • Homsher RS, Tepper Y, Drake BL, Adams MJ, David J (2016) From the Bronze Age to the “Lead Age”: observations on sediment analysis at two archaeological sites in the Jezreel Valley, Israel. Mediterranean Archaeology and Archaeometry 16:203–220

    Google Scholar 

  • Horta A, Malone B, Stockmann U, Minasny B, Bishop TFA, McBratney AB, Pallasser R, Pozza L (2015) Potential of integrated field spectroscopy and spatial analysis for enhanced assessment of soil contamination: a prospective review. Geoderma 241–242:180–209

    Article  CAS  Google Scholar 

  • Hunt AMW, Speakman RJ (2015) Portable XRF analysis of archaeological sediments and ceramics. J Archaeol Sci 53:628–638

    Article  CAS  Google Scholar 

  • IUSS Working Group WRB (2015) World Reference Base for Soil Resources 2014, update 2015 International soil classification system for naming soils and creating legends for soil maps. FAO, Rome

    Google Scholar 

  • Kabata-Pendias A, Szteke B (2015) Chapter 14. Copper. In: Trace elements in abiotic and biotic environments. CRC Press, Boca Raton, pp 97–105

    Chapter  Google Scholar 

  • McLaren TI, Guppy CN, Tighe MK, Forster N, Grave P, Lisle LM, Bennett JW (2012) Rapid, nondestructive total elemental analysis of vertisol soils using portable X-ray fluorescence. Soil Sci Soc Am J 76:1436

    Article  CAS  Google Scholar 

  • Mighall TM, Timberlake S, Clark SHE, Caseldine AE (2002) A palaeoenvironmental investigation of sediments from the prehistoric mine of Copa Hill, Cwmystwyth, mid-Wales. J Archaeol Sci 29:1161–1188

    Article  Google Scholar 

  • Milestone (2009) Application note 031: soil particle digestion. http://www.milestonesci.com/index.php/resources/resources/finish/164/969.html. Accessed 15 Feb. 2016

  • Mulvey PJ, Elliott GL (2007) 13.6 toxicities in soils. In: Charman PEV, Murphy BW (eds) Soils: their properties and management. Oxford University Press, Melbourne

    Google Scholar 

  • NEPC (2013a) National Environmental Protection (assessment of site contamination) measure. In: National Environmental Protection Council. Canberra, Australia

    Google Scholar 

  • NEPC (2013b) Schedule B(1) Guideline on investigation levels for soil and groundwater National Environmental Protection Council, Canberra, Australia

  • Nriagu JO (1996) A history of global metal pollution. Science 272:223–224

    Article  CAS  Google Scholar 

  • Pinheiro J, Bates D, S DebRoy, Sarkar D, R Core Team (2014) nlme: linear and nonlinear mixed effects models. R package version 3.1–117, https://CRAN.R-project.org/package=nlme

  • Pryce TO, Pigott VC, Martinón-Torres M, Rehren T (2010) Prehistoric copper production and technological reproduction in the Khao Wong Prachan Valley of Central Thailand. Archaeol Anthropol Sci 2:237–264

    Article  Google Scholar 

  • R Core Team (2014) R: a language and environment for statistical computing. R Foundation for Statistical Computing. http://www.R-project.org/, Vienna, Austria

  • Rispoli F, Ciarla R, Pigott VC (2013) Establishing the prehistoric cultural sequence for the Lopburi Region, Central Thailand. J World Prehist 26:101–171

    Article  Google Scholar 

  • Rouillon M, Taylor MP (2016) Can field portable X-ray fluorescence (pXRF) produce high quality data for application in environmental contamination research? Environ Pollut 214:255–264

    Article  CAS  Google Scholar 

  • Rousseau RM (2001) Detection limit and estimate of uncertainty of analytical XRF results. Rigaku J 18:33–47

    CAS  Google Scholar 

  • Soil Survey Division Kingdom of Thailand (1974) Detailed Reconnaisance Soil Map of Lop Buri Province. 1:100000. Sheets IV-VII. Soil Survey Division, Bangkok, Thailand

  • Soil Survey Staff (1999) Soil taxonomy: a basic system of soil classification for making and interpreting soil surveys. 2nd edition Natural Resources Conservation Service. U.S. Department of Agriculture Handbook

  • Tighe M, Forster N (2013) Rapid, nondestructive elemental analysis of tree and shrub litter. Commun Soil Sci Plant Anal 45:53–60

    Article  CAS  Google Scholar 

  • Tighe M, Lockwood P, Wilson S, Lisle L (2004) Comparison of digestion methods for ICP-OES analysis of a wide range of analytes in heavy metal contaminated soil samples with specific reference to arsenic and antimony. Commun Soil Sci Plant Anal 35:1369–1385

    Article  CAS  Google Scholar 

  • Tighe M, Forster N, Guppy C, Savage D, Grave P, Young IM (2018a) Georeferenced soil provenancing with digital signatures. Sci Rep 8:3162. https://doi.org/10.1038/s41598-018-21530-7

    Article  CAS  Google Scholar 

  • Tighe M, Rogan G, Wilson SC, Grave P, Kealhofer L, Yukongdi P (2018b) The potential for portable X-ray fluorescence determination of soil copper at ancient metallurgy sites, and considerations beyond measurements of total concentrations. J Environ Manag 206:373–382

    Article  CAS  Google Scholar 

  • Tóth G, Hermann T, Da Silva MR, Montanarella L (2016) Heavy metals in agricultural soils of the European Union with implications for food safety. Environ Int 88:299–309

    Article  CAS  Google Scholar 

  • US Environmental Protection Agency (2007) In: US Environmental Protection Agency (ed) Method 6200: field portable X-ray fluorescence spectrometry for the determination of elemental concentrations in soil and sediment, Washington, DC

  • Weindorf DC, Chakraborty S (2016) Portable X-ray fluorescence spectrometry analysis of soils. Method Soil Anal 1:1–8

    Google Scholar 

  • Weindorf DC, Bakr N, Zhu Y (2014) Advances in portable X-ray fluorescence (PXRF) for environmental, pedologial, and agronomic applications. In: Sparks DL (ed) Advances in agronomy, vol 128. Academic Press, San Diego, pp 1–45

    Google Scholar 

  • Zarcinas BA, Pongsakul P, McLaughlin MJ, Cozens G (2004) Heavy metals in soils and crops in Southeast Asia. 2. Thailand. Environ Geochem Health 26:359–371

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This work was undertaken as part of a University of New England Research Seed Grant, and within an approved National Research Council of Thailand project (approval number 0002/1211). The authors would like to thank Dr. Fiorella Rispoli and Dr. Roberto Ciarla for site information and background, and Dr. Vince Piggott for discussions and project context.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Matthew Tighe.

Additional information

Responsible editor: Dong-Mei Zhou

Electronic supplementary material

ESM 1

(DOCX 1923 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rogan, G., Tighe, M., Grave, P. et al. Optimization of portable X-ray fluorescence spectrometry for the assessment of soil total copper concentrations: application at an ancient smelting site. J Soils Sediments 19, 830–839 (2019). https://doi.org/10.1007/s11368-018-2091-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11368-018-2091-3

Keywords

Navigation