Sediment Quality Assessment of two Industrialized Areas of Spain

Document Type: Original Research Paper

Authors

Department of Chemical Engineering and Environmental Technology, University of Zaragoza, C/ Pedro Cerbuna 12, 50009 Zaragoza, Spain

Abstract

Pollution deriving from trace elements (Cd, Cu, Ni, Pb, Zn, Hg, As and Cr) in sediment samples
(collected in 2009), belonging to rivers located in Catalonia and the Basque Country (Spain), was assessed
according to sediment quality guidelines. Sediment samples were ranked in terms of a pollution index that
takes into account the presence of multiple pollutants such as trace elements. While only about 10% of
samples located in rivers of Catalonia showed significant potential toxicity related to trace elements, about
53% of samples located in rivers of the Basque Country showed several potential toxicity issues related to
these pollutants. Extremely high trace element concentrations were measured in some samples from this latter region, constituting a clear potential risk to the benthic fauna. The use of Artificial Neural Networks (ANNs) such as Self-Organizing Map (SOM) to classify sites according to their similar quality was found to be a reliable tool that can be incorporated in sediment quality assessments that include large datasets.

Keywords