Abstract
Toxic elements released into the environment through natural and anthropogenic processes can expose vulnerable populations especially children to adverse health risks. This study aims to determine the concentrations and spatial distributions of Pb, As, Cd, and U in 182 soil samples collected from playgrounds, parks, daycares and other sites between Baton Rouge and New Orleans, Louisiana. The elemental concentrations of soils were measured using Inductively Coupled Plasma Mass Spectroscopy (ICP-MS). Soil pollution status was assessed using geo-accumulation and pollution indices. The concentrations of toxic elements showed mean (min–max) (mg/kg) of Pb: 71 (4.6–939), As: 6.4 (1.3–51), Cd: 0.69 (0.04–19), and U: 2.1 (0.38–72). About 2%, 3%, and 8% of the soils exceeded the Louisiana Department of Environmental Quality (LDEQ) soil cleaning level guideline (mg/kg) of 3.9, 400, and 12 for Cd, Pb, and As, respectively. The mean geo-accumulation indices for toxic elements were below zero, suggesting no significant contamination. Pollution indices (PI) of U and As showed no pollution (PI < 1), and PI for Pb and Cd were 1.7 and 2.0, respectively indicating moderately polluted soils. This study shows the current contamination status of the studied elements in soils of southern Louisiana and identifies hotspots for Pb, As, Cd and U, which can pose adverse health effects especially to children upon chronic exposures.
Similar content being viewed by others
Data Availability
Raw data generated in this study will be available upon request.
References
Abdullah, M. I. C., Sah, A. S. R. M., & Haris, H. (2020). Geoaccumulation index and enrichment factor of arsenic in surface sediment of Bukit Merah Reservoir. Malaysia. Tropical Life Sciences Research, 31(3), 109–125.
Adachi, K., & Tainosho, Y. (2004). Characterization of heavy metal particles embedded in tire dust. Environment International, 30(8), 1009–1017. https://doi.org/10.1016/j.envint.2004.04.004
Al Osman, M., Yang, F., & Massey, I. Y. (2019). Exposure routes and health effects of heavy metals on children. BioMetals, 32(4), 563–573. https://doi.org/10.1007/s10534-019-00193-5
Anju, M., & Banerjee, D. K. (2012). Multivariate statistical analysis of heavy metals in soils of a Pb–Zn mining area. India. Environmental Monitoring and Assessment, 184(7), 4191–4206. https://doi.org/10.1007/s10661-011-2255-8
Bai, J., Xiao, R., Cui, B., Zhang, K., Wang, Q., Liu, X., Gao, H., & Huang, L. (2011). Assessment of heavy metal pollution in wetland soils from the young and old reclaimed regions in the Pearl River Estuary. South China. Environmental Pollution, 159(3), 817–824. https://doi.org/10.1016/j.envpol.2010.11.004
Balasooriya, S., Diyabalanage, S., Yatigammana, S. K., Ileperuma, O. A., & Chandrajith, R. (2021). Major and trace elements in rice paddy soils in Sri Lanka with special emphasis on regions with endemic chronic kidney disease of undetermined origin. Environmental Geochemistry and Health. https://doi.org/10.1007/s10653-021-01036-4
Bradl, H. (2005). Heavy metals in the environment: Origin, interaction and remediation. Elsevier.
Brugge, D., & Buchner, V. (2011). Health Effects of Uranium: New Research Findings., 26(4), 231–249. https://doi.org/10.1515/REVEH.2011.032
Budtz-Jørgensen, E., Bellinger, D., Lanphear, B., Grandjean, P., Investigators, on behalf of the I. P. L. S. (2013). An international pooled analysis for obtaining a benchmark dose for environmental lead exposure in children. Risk Analysis, 33(3), 450–461. https://doi.org/10.1111/j.1539-6924.2012.01882.x
Campanella, R., & Mielke, H. W. (2008). Human geography of New Orleans’ high-lead geochemical setting. Environmental Geochemistry and Health, 30(6), 531–540. https://doi.org/10.1007/s10653-008-9190-9
Chirenje, T., Ma, L. Q., Clark, C., & Reeves, M. (2003). Cu, Cr and As distribution in soils adjacent to pressure-treated decks, fences and poles. Environmental Pollution (Barking, Essex: 1987), 124(3), 407–417. https://doi.org/10.1016/s0269-7491(03)00046-0
Cobb, G. P., Abel, M. T., Rainwater, T. R., Austin, G. P., Cox, S. B., Kendall, R. J., Marsland, E. J., Anderson, T. A., Leftwich, B. D., Zak, J. C., & Presley, S. M. (2006). Metal distributions in New Orleans following hurricanes Katrina and Rita: A continuation study. Environmental Science & Technology, 40(15), 4571–4577. https://doi.org/10.1021/es060041g
Cui, Q., Zhang, Z., Beiyuan, J., Cui, Y., Chen, L., Chen, H., & Fang, L. (2022). A critical review of uranium in the soil-plant system: Distribution, bioavailability, toxicity, and bioremediation strategies. Critical Reviews in Environmental Science and Technology, 53(3), 340–365. https://doi.org/10.1080/10643389.2022.2054246
Diaz, J.H., Brisolara, K.F., Harrington, D.J., Hu, C., Katner.A.L. (2020). The environmental health impact of Hurricane Katrina on New Orleans”, American Journal of Public Health 110, no. 10 (October 1, 2020): pp. 1480–1484. https://doi.org/10.2105/AJPH.2020.305809
Dubey, B., Solo-Gabriele, H. M., & Townsend, T. G. (2007). Quantities of arsenic-treated wood in demolition debris generated by Hurricane Katrina. Environmental Science & Technology, 41(5), 1533–1536. https://doi.org/10.1021/es0622812
Genchi, G., Sinicropi, M. S., Lauria, G., Carocci, A., & Catalano, A. (2020). The effects of cadmium toxicity. International Journal of Environmental Research and Public Health, 17(11), 3782. https://doi.org/10.3390/ijerph17113782
Islam, S., Ahmed, K., Habibullah-Al-Mamun, & Masunaga, S. (2015). Potential ecological risk of hazardous elements in different land-use urban soils of Bangladesh. Science of The Total Environment, 512–513, 94–102. https://doi.org/10.1016/j.scitotenv.2014.12.100
Khan, M. A., Khan, S., Khan, A., & Alam, M. (2017). Soil contamination with cadmium, consequences and remediation using organic amendments. Science of the Total Environment, 601–602, 1591–1605. https://doi.org/10.1016/j.scitotenv.2017.06.030
Kubier, A., Wilkin, R. T., & Pichler, T. (2019). Cadmium in soils and groundwater: A review. Applied Geochemistry : Journal of the International Association of Geochemistry and Cosmochemistry, 108, 1–16. https://doi.org/10.1016/j.apgeochem.2019.104388
Lanphear, B. P., Hornung, R., Khoury, J., Yolton, K., Baghurst, P., Bellinger, D. C., Canfield, R. L., Dietrich, K. N., Bornschein, R., Greene, T., Rothenberg, S. J., Needleman, H. L., Schnaas, L., Wasserman, G., Graziano, J., & Roberts, R. (2005). Low-level environmental lead exposure and children’s intellectual function: An International pooled analysis. Environmental Health Perspectives, 113(7), 894–899. https://doi.org/10.1289/ehp.7688
Lin, C.-C., Chen, S.-J., Huang, K.-L., Hwang, W.-I., Chang-Chien, G.-P., & Lin, W.-Y. (2005). Characteristics of metals in nano/ultrafine/fine/coarse particles collected beside a heavily trafficked road. Environmental Science & Technology, 39(21), 8113–8122. https://doi.org/10.1021/es048182a
Lu, A., Wang, J., Qin, X., Wang, K., Han, P., & Zhang, S. (2012). Multivariate and geostatistical analyses of the spatial distribution and origin of heavy metals in the agricultural soils in Shunyi, Beijing, China. The Science of the Total Environment, 425, 66–74. https://doi.org/10.1016/j.scitotenv.2012.03.003
Massadeh, A., & Snook, R. (2002). Determinationof Pb and Cd in road dusts over the period in which Pb was removed from petrol in the UK. Journal of Environmental Monitoring, 4, 567–572. https://doi.org/10.1039/B203905M
Mazumdar, M., Bellinger, D. C., Gregas, M., Abanilla, K., Bacic, J., & Needleman, H. L. (2011). Low-level environmental lead exposure in childhood and adult intellectual function: A follow-up study. Environmental Health, 10(1), 24. https://doi.org/10.1186/1476-069X-10-24
Meriwether, J. R., Beck, J. N., Keeley, D. F., Langley, M. P., Thompson, R. H., & Young, J. C. (1988). Radionuclides in Louisiana Soils. Journal of Environmental Quality, 17(4), 562–568. https://doi.org/10.2134/jeq1988.00472425001700040007x
Mielke, H. W. (1991). Lead in residential soils: Background and preliminary results of New Orleans. Water, Air, and Soil Pollution, 57(1), 111–119. https://doi.org/10.1007/BF00282874
Mielke, H. W., & Reagan, P. L. (1998). Soil is an important pathway of human lead exposure. Environmental Health Perspectives, 106(suppl 1), 217–229. https://doi.org/10.1289/ehp.98106s1217
Mielke, H. W., Gonzales, C. R., Smith, M. K., & Mielke, P. W. (1999). The urban environment and children’s health: Soils as an integrator of lead, zinc, and cadmium in New Orleans, Louisiana, U.S.A. Environmental Research, 81(2), 117–129. https://doi.org/10.1006/enrs.1999.3966
Mielke, H. W., Powell, E. T., Gonzales, C. R., & Mielke, P. W. (2006a). Hurricane Katrina’s impact on New Orleans soils treated with low Lead Mississippi River alluvium. Environmental Science & Technology, 40(24), 7623–7628. https://doi.org/10.1021/es061294c
Mielke, H. W., Powell, E. T., Gonzales, C. R., Mielke, P. W., Ottesen, R. T., & Langedal, M. (2006b). New Orleans soil lead (Pb) cleanup using Mississippi River Alluvium: Need, feasibility, and cost. Environmental Science & Technology, 40(8), 2784–2789. https://doi.org/10.1021/es0525253
Mielke, H. W., Gonzales, C. R., Cahn, E., Brumfield, J., Powell, E. T., & Mielke, P. W. (2010). Soil arsenic surveys of New Orleans: Localized hazards in children’s play areas. Environmental Geochemistry and Health, 32(5), 431–440. https://doi.org/10.1007/s10653-010-9286-x
Mielke, H. W., Gonzales, C. R., Powell, E. T., & Mielke, P. W. (2013). Environmental and health disparities in residential communities of New Orleans: The need for soil lead intervention to advance primary prevention. Environment International, 51, 73–81. https://doi.org/10.1016/j.envint.2012.10.013
Nagarajan, R., Anandkumar, A., Hussain, S. M., Jonathan, M. P., Ramkumar, Mu., Eswaramoorthi, S., Saptoro, A., & Chua, H. B. (2019). Chapter 12 - Geochemical Characterization of Beach Sediments of Miri, NW Borneo, SE Asia: Implications on Provenance, Weathering Intensity, and Assessment of Coastal Environmental Status. In Mu. Ramkumar, R. A. James, D. Menier, & K. Kumaraswamy (Eds.), Coastal Zone Management: Global Perspectives, Regional Processes, Local Issues (pp. 279–330). https://doi.org/10.1016/B978-0-12-814350-6.00012-4
Pardue, J. H., Moe, W. M., McInnis, D., Thibodeaux, L. J., Valsaraj, K. T., Maciasz, E., van Heerden, I., Korevec, N., & Yuan, Q. Z. (2005). Chemical and microbiological parameters in New Orleans floodwater following Hurricane Katrina. Environmental Science & Technology, 39(22), 8591–8599. https://doi.org/10.1021/es0518631
Presley, S. M., Rainwater, T. R., Austin, G. P., Platt, S. G., Zak, J. C., Cobb, G. P., Marsland, E. J., Tian, K., Zhang, B., Anderson, T. A., Cox, S. B., Abel, M. T., Leftwich, B. D., Huddleston, J. R., Jeter, R. M., & Kendall, R. J. (2006). Assessment of pathogens and toxicants in New Orleans, LA following Hurricane Katrina. Environmental Science & Technology, 40(2), 468–474. https://doi.org/10.1021/es052219p
Presley, S. M., Abel, M. T., Austin, G. P., Rainwater, T. R., Brown, R. W., McDaniel, L. N., Marsland, E. J., Fornerette, A. M., Dillard, M. L., Rigdon, R. W., Kendall, R. J., & Cobb, G. P. (2010). Metal concentrations in schoolyard soils from New Orleans, Louisiana before and after Hurricanes Katrina and Rita. Chemosphere, 80(1), 67–73. https://doi.org/10.1016/j.chemosphere.2010.03.031
Qing, X., Yutong, Z., & Shenggao, L. (2015). Assessment of heavy metal pollution and human health risk in urban soils of steel industrial city (Anshan), Liaoning, Northeast China. Ecotoxicology and Environmental Safety, 120, 377–385. https://doi.org/10.1016/j.ecoenv.2015.06.019
Rabito, F. A., Iqbal, S., Perry, S., Arroyave, W., & Rice, J. C. (2012). Environmental lead after Hurricane Katrina: Implications for future populations. Environmental Health Perspectives, 120(2), 180–184. https://doi.org/10.1289/ehp.1103774
Rotkin-Ellman, M., Solomon, G., Gonzales, C. R., Agwaramgbo, L., & Mielke, H. W. (2010). Arsenic contamination in New Orleans soil: Temporal changes associated with flooding. Environmental Research, 110(1), 19–25. https://doi.org/10.1016/j.envres.2009.09.004
Schnug, E., & Lottermoser, B. G. (2013). Fertilizer-derived uranium and its threat to human health. Environmental Science & Technology, 47(6), 2433–2434. https://doi.org/10.1021/es4002357
Smith, D. B., Cannon, W. F., Woodruff, L. G., Solano, F., Kilburn, J. E., & Fey, D. L. (2013). Geochemical and Mineralogical Data for Soils of the Conterminous United States. U.S. Geological Survey Data Series 801 (p. 19). https://pubs.usgs.gov/ds/801/
Solomon, G. M., & Rotkin-Ellman, M. (2006). Contaminants in New Orleans Sediment, an analysis of EPA data. Natural Resources Defense Council (pp. 1- 22). https://www.nrdc.org/sites/default/files/sedimentepa.pdf
Sun, Y. C., Chi, P. H., & Shiue, M. Y. (2001). Comparison of different digestion methods for total decomposition of siliceous and organic environmental samples. Analytical Sciences, 17, 1395–1399. https://doi.org/10.2116/analsci.17.1395
Tchounwou, P. B., Yedjou, C. G., Patlolla, A. K., & Sutton, D. J. (2012). Heavy metals toxicity and the environment. EXS, 101, 133–164. https://doi.org/10.1007/978-3-7643-8340-4_6
Vatanpour, N., Feizy, J., Talouki, H. H., Es’haghi, Z., Scesi, L., & Malvandi, A. (2019). The high levels of heavy metal accumulation in cultivated rice from the Tajan river basin: Health and ecological risk assessment. Chemosphere. https://doi.org/10.1016/j.chemosphere.2019.125639
Wu, S., Peng, S., Zhang, X., Wu, D., Luo, W., Zhang, T., Zhou, S., Yang, G., Wan, H., & Wu, L. (2015). Levels and health risk assessments of heavy metals in urban soils in Dongguan. China. J. Ge Ochem. Explor., 148, 71–78. https://doi.org/10.1016/j.gexplo.2014.08.009
Yang, Q., Li, Z., Lu, X., Duan, Q., Huang, L., & Bi, J. (2018). A review of soil heavy metal pollution from industrial and agricultural regions in China: Pollution and risk assessment. Science of the Total Environment, 642, 690–700. https://doi.org/10.1016/j.scitotenv.2018.06.068
Zahran, S., Mielke, H. W., Weiler, S., Berry, K. J., & Gonzales, C. (2009). Children’s blood lead and standardized test performance response as indicators of neurotoxicity in metropolitan New Orleans elementary schools. Neurotoxicology, 30(6), 888–897. https://doi.org/10.1016/j.neuro.2009.07.017
Zhao, H., Wu, Y., Lan, X., Yang, Y., Wu, X., & Du, L. (2022). Comprehensive assessment of harmful heavy metals in contaminated soil in order to score pollution level. Scientific Reports, 12(1), 1–13. https://doi.org/10.1038/s41598-022-07602-9
Funding
We are very grateful for the funding from the Louisiana Clinical and Translational Science Center (LaCaTS) awarded to Dr. Tewodros Godebo.
Author information
Authors and Affiliations
Contributions
All authors have contributed to the study. S.N: Sample collection, data analysis and interpretation, and manuscript writing. T.R.G: Conception and study design, grant acquisition and final manuscript revision. O.F.O., K.P., and M.K.T: Sample collection, Data analysis, and manuscript review.
Corresponding author
Ethics declarations
Competing Interests
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Nyachoti, S., Godebo, T.R., Okwori, O.F. et al. Occurrence and Spatial Distribution of Lead, Arsenic, Cadmium, and Uranium in Soils of Southern Louisiana. Water Air Soil Pollut 234, 708 (2023). https://doi.org/10.1007/s11270-023-06716-8
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11270-023-06716-8