The monitoring of water quality today provides a great quantity of dat
a consisting of the values of the parameters measured as a tunction of
bme or as spatial function. In the marine environment, and especially
in the suspended material, increasing importance is being given to th
e presence of particular pollution indices. With the increase in the n
umber of sampling points, the amount of data increases and examining t
he results and their consequent interpretation becomes more difficult.
To overcome such difficulties, numerous chemometric techniques have b
een introduced in environmental chemistry, such as Principal Component
Analysis (PCA). The use of the PCA in this work has been applied to t
he analysis of twenty three different sampling points in three seasona
l sampling cruises in the same year. This led to recognition of the in
fluence and the localisation of wastewaters in the Augusta bay after m
easunng the water pollution parameters. The PCA made evident the diffe
rence between some sampling sites whose data were initially thought to
be similar where the presence of hot industrial water discharge or ur
ban wastewater determines the permanent water quality. Furthermore, it
has allowed a choice of more significant parameters for monitoring pr
ograms and more representative sampling site locations.