Environ Monit Assess
DOI 10.1007/s10661-009-0897-6
Classification of the Caspian Sea coastal waters
based on trophic index and numerical analysis
Mahshid Shahrban · Amir Etemad-Shahidi
Received: 8 July 2008 / Accepted: 10 March 2009
© Springer Science + Business Media B.V. 2009
Abstract In order to characterize the trophic state
of the southern coastal waters of the Caspian
Sea, trophic index (TRIX) as well as numerical
analysis using cluster and discriminant analysis
were employed in this study. Chemical and bio-
logical parameters (NO
3,
NO
2,
NH
4
, PT, DO, and
Chla) used in this study were collected seasonally
from summer 1999 to spring 2000. A new trophic
index developed by modification of TRIX indi-
cated mesotrophic to eutrophic conditions for the
Caspian Sea. Numerical analysis revealed three
groups of the study area and it was found that
the used methods are in good agreement. Both of
them predicted poor to moderate conditions in the
western part of the study area and the numerical
classification predicted trophic conditions in the
study area. However, TRIX was found to be a
more accurate and suitable method. It performs
more conservatively than the numerical classifi-
cation and characterized lower classes of water
quality for the stations in central and eastern parts
of the study area.
Keywords Trophic state · Coastal water · TRIX ·
Cluster · Discriminate analysis
M. Shahrban · A. Etemad-Shahidi (B )
School of Civil Engineering, Iran University
of Science and Technology, P.O. Box 16765-163,
Narmak, Tehran, Iran
e-mail: etemad@iust.ac.ir
Introduction
Economic development of the coastal zone often
leads to adverse impact on the environmental,
economic, and social value of the coast (Clark
1983). Monitoring and assessment of coastal wa-
ter quality is based on the fundamental physi-
cal, chemical, and biological properties of water
(Clark 1996). Marine eutrophication is a coastal
phenomenon resulting from a massive nutrient in-
flow such as urban or industrial effluent disposal in
to the sea. The negative effects of eutrophication
on the environmental quality of the coast affect
tourism and other economic sectors (Clark 1983).
Since eutrophication has been occurred more fre-
quently over recent years, words like “oligotro-
phy”, “mesotrophy”, and “eutrophy” have also
become more frequent in marine literature. There
is a general agreement that oligotrophy means
nutrient poor and eutrophy means nutrient-rich
waters (Vollenweider et al. 1998). Coastal water
quality issues can be studied if an accurate esti-
mate of water quality is available in the form of
an index for coastal waters (Swamee and Tyagi
2000). An index is a number, usually dimension-
less, which expresses the relative magnitude of
some complex phenomenon or condition (Gupta
et al. 2003). Several quality indices have been
introduced in the last years for coastal water
quality. Organization for Economic Cooperation
and Development index is based on mean values