Skip to main content
Log in

Hydrocarbon Contamination Patterns in the Cenotes of the Mexican Caribbean: The Application of Principal Component Analysis

  • Published:
Bulletin of Environmental Contamination and Toxicology Aims and scope Submit manuscript

Abstract

Cenotes are naturally occurring flooded caves that are frequent in Mexico’s Yucatan Peninsula; they result from the collapse of limestone bedrock into the regional groundwater table. Cenotes in Quintana Roo are important ecological and economic hot spots but are susceptible to anthropogenic pollution. In this study, we collected water samples from 11 cenotes over multiple years to evaluate polycyclic aromatic hydrocarbon (PAH) concentrations and patterns as associated with tourist traffic. The primary PAHs detected in samples included fluoranthene, anthracene, phenanthrene and naphthalene, with total PAH concentrations increasing almost fivefold for cenotes sampled from 2016 to 2017. This is compared to only a 7% increase in tourist traffic during these years. Multivariate statistical analysis of the PAH concentration data suggests that diesel, gasoline and asphalt are the most likely pollution sources and that they are associated with periods of increased tourist traffic.

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

  • Beddows P, Blanchon P, Escobar E, Torres-Talamante O (2007) Los cenotes de la península de yucatán. Arqueología Mexicana 83:32–35

    Google Scholar 

  • Brantley A, Townsend T (1999) Leaching of pollutants from reclaimed asphalt pavement. Environ Eng 16(2):105–116. https://doi.org/10.1089/ees.1999.16.105

    Article  CAS  Google Scholar 

  • Crissien-Borrero T, Cortés-Peña O, Herrera-Mendoza K (2016) Pro-environmental assessment and sustainable consumption of household public services in Barranquilla Colombia. Eur Proc Soc Behav Sci EpSBS 17:434–440

    Article  Google Scholar 

  • Gold-Bouchout G, Metcalfe D, Drouillard K (2009) Contaminantes tradicionales y emergentes, un amenaza para el acuífero. In: Bautista F et al (eds) Libro de resúmenes del seminario: Análisis de la vulnerabilidad y riesgo de la contaminación de las aguas subterráneas en la península de Yucatán. CIGA-UNAM, Mérida, p 35

    Google Scholar 

  • Granato D, Santos JS, Escher GB, Ferreira BL, Maggio RM (2018) Use of principal component analysis (PCA) and hierarchical cluster analysis (HCA) for multivariate association between bioactive compounds and functional properties in foods: a critical perspective. Trends Food Sci Technol 72:83–90

    Article  CAS  Google Scholar 

  • Hall F (1977) Cenotes y aguadas. Enciclopedia Yucatanense 1:67–80

    Google Scholar 

  • León-Borges JA, Lizardi-Jiménez M (2017) Hydrocarbon pollution in underwater sinkholes of the Mexican Caribbean caused by tourism and asphalt: historical data series and cluster analysis. Tour Manag 63:179–186

    Article  Google Scholar 

  • Lizardi-Jiménez MA, Aguirre-García GJ (2018) Carcinogenic hydrocarbon pollution in Quintana Roo’s sinkholes: biotechnology for remediation and social participation for prevention. Int J Chem React Eng 16(10):1–6

  • Medina-Moreno S, Jiménez-González A, Gutiérrez-Rojas M, Lizardi-Jiménez M (2014) Hydrocarbon pollution studies of underwater sinkholes along Quintana Roo as a function of tourism development in the Mexican Caribbean. Revista Mexicana de Ingeniería Química 13(2):509–516

    CAS  Google Scholar 

  • Metcalfe CD, Beddows PA, Bouchot GG, Metcalfe TL, Li H, Van Lavieren H (2011) Contaminants in the coastal karst aquifer system along the Caribbean coast of the Yucatán Peninsula, México. Environ Pollut 159(4):991–997

    Article  CAS  Google Scholar 

  • Pearson K (1901) On lines of closest fit to system of points in space. Lond Edinb Dublin Philos Mag J Sci 2:559–572

    Article  Google Scholar 

  • Quevedo-Castro A, Rangel-Peraza JG, Bandala E, Amabilis-Sosa L, Rodríguez-Mata A, Bustos-Terrones Y (2018) Developing a water quality index in a tropical reservoir using a measure of multiparameters. J Water Sanit Hyg Dev 8(4):752–766

    Article  Google Scholar 

  • Schmitter-Soto J, Comín F, Escobar-Briones E, Herrera-Silveira J, Alcocer J, Suárez-Morales E, Elías-Gutiérrez M, Díaz-Arce V, Marín L, Steinich B (2002) Hydrogeochemical and biological characteristics of cenotes in the Yucatan peninsula (se mexico). Hydrobiologia 467(1–3):215–228

    Article  CAS  Google Scholar 

  • SEMARNAT (2012) Norma oficial mexicana nom-138-semarnat/ssa1-2012. NORMA oficial Mexicana

  • Sorensen A, Wichert B (2009) Asphalt and bitumen. In: Ullmann’s encyclopedia of industrial chemistry. Wiley, p 289. https://doi.org/10.1002/14356007.a03_169.pub2

  • Wilson WE, Moore JE (1998) Benzene, toluene, ethylbenzene, xylene. In: Wilson WE, Moore JE (eds) Glossary of hydrology. American Geological Institute, Alexandria, p 20

    Google Scholar 

Download references

Acknowledgements

We acknowledge the National Council of Science and Technology (CONACYT, México) and their financial support for this project (Cátedras CONACYT 466 and INFR-2016-01-268099) UASLP: FAI C19-FAI-05-49.49.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. A. Lizardi-Jiménez.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

León-Borges, J.A., Viveros-Jiménez, F., Rodríguez-Mata, A.E. et al. Hydrocarbon Contamination Patterns in the Cenotes of the Mexican Caribbean: The Application of Principal Component Analysis. Bull Environ Contam Toxicol 105, 758–763 (2020). https://doi.org/10.1007/s00128-020-03026-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00128-020-03026-1

Keywords

Navigation