Skip to main content

Assessment of Groundwater Salinisation Risk Using Multivariate Geostatistics

  • Chapter
Book cover geoENV VI – Geostatistics for Environmental Applications

Part of the book series: Quantitative Geology and Geostatistics ((QGAG,volume 15))

Abstract

The risk assessment at regional scale requires modelling spatial variability of environmental variables. Traditional approach, based on estimating point environmental indicators, cannot be considered satisfactory for this purpose, because it does not take into account spatial dependence between variables. We propose the application of an approach to the problem of groundwater salinisation, in which multivariate geostatistics and GIS are combined to integrate primary information with exhaustive secondary information. The dataset consisted of 454 private wells used for irrigation and located in Apulia region (south Italy). Three variables were processed: concentration of chlorides and nitrates, as primary variables, and the distance from the coast, as auxiliary variable. The approach highlighted the widespread degradation of water resources in the Apulian groundwater. The maps of the global indicator allowed us to delineate the zones at high risk of groundwater contamination and also to identify those parameters most responsible for water degradation, so that a wiser management of water resources could be planned. This approach can be used as operational support to a wide range of activities and in decision making among several remediation alternatives.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • APHA, AWWA, WPCF (1985) Standard methods for the examination of water and wastewater (16th edn), Washington, DC, American Public Health Association p 905

    Google Scholar 

  • Buttafuoco G, Castrignanò A, Stelluti M (2000) “Accounting for local un-certainty in agricultural management decision making”. 7th ICCTA – International congress for computer technology in agriculture. Florence, 15th – 18th November 1998, pp 510–517

    Google Scholar 

  • Castrignanò A, a>Buttafuoco G (2004) Geostatistical Stochastic Simulation of Soil Water Content in a Forested Area of South Italy. Biosystems Engineering 87:257–266

    Article  Google Scholar 

  • Castrignanò A, Mazzoncini M, Giugliarini L (1998) Spatial characterization of soil properties. Adv GeoEcology 31:105–111

    Google Scholar 

  • Cotecchia V (1977) Studi e Ricerche sulle acque sotterranee e sull’intrusione marina in Puglia (Penisola Salentina). (Studies and Research on underground waters and on seawater intrusion in Apulia (Salentine Peninsula)) (in Italian) Quad 1st Ric Acque, Rome, XX. Water Research Institute

    Google Scholar 

  • Cotecchia V, Limoni PP, M Polemio (1999) Identification of typical chemical and physical conditions in apulian groundwater (southern Italy) through well multi-parameter logs. XXXIX IAH Congress "Hydrogeology and land use management", Bratislava, 353–358

    Google Scholar 

  • Cotecchia V, Polemio M (1997) Salinization and pollution of main Apulian aquifers (Southern Italy). Proceedings International Conference: Water management, salinity and pollution control towards sustainable irrigation in the Mediterranean region. CIHEAM, Ist. Agronomico Mediterraneo, September 22–26, 1997. Bari, Italy, 2:211–214

    Google Scholar 

  • Géovariances (2006) Isatis Technical References, version 6.0.0. Geovariances & école Des Mines De Paris, Avon Cedex, France

    Google Scholar 

  • Goovaerts P (1997) Geostatistics for natural resources evaluation. New York: Oxford University Press

    Google Scholar 

  • Isaaks EH, Srivastava RM (1989) An introduction to applied geostatistics. New York: Oxford University Press

    Google Scholar 

  • Journel AG (1983) Non-parametric estimation of spatial distributions. Math Geol 15:445–468

    Article  Google Scholar 

  • Journel AG (1988) Non-parametric geostatistics for risk and additional sampling assessment. In L. Kieth (Ed.), Principles of Environmental Sampling, Amer Chem Soc Publ, Washington, DC, pp 45–72

    Google Scholar 

  • Matheron G (1982) Pour une analyse krigeante des données régionalisées. Rapport N-732, Centro de Géostatistiques, école des Mines de Paris, Fontainebleau

    Google Scholar 

  • Rivoirard J (2001) Which Models for Collocated Cokriging?: Math Geol 33(2):117–131

    Article  Google Scholar 

  • Rodale Institute (1991) Conference Report and Abstracts, International conference on the assessment and monitoring of soil quality. Rodale Press, Emmaus, PA

    Google Scholar 

  • Thiessen AH (1911) Precipitation average for large areas. Monthly Weather Review, 39:1082–1084

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer Science+Business Media B.V.

About this chapter

Cite this chapter

Castrignanò, A., Buttafuoco, G., Giasi, C. (2008). Assessment of Groundwater Salinisation Risk Using Multivariate Geostatistics. In: Soares, A., Pereira, M.J., Dimitrakopoulos, R. (eds) geoENV VI – Geostatistics for Environmental Applications. Quantitative Geology and Geostatistics, vol 15. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-6448-7_16

Download citation

Publish with us

Policies and ethics