S. Tsakovski et al., Trend, seasonal and multivariate modelling study of wet precipitation datafrom the Austrian Monitoring Network (1990-1997), J ENVIR MON, 2(5), 2000, pp. 424-431
The aim of the present study was to analyse the data structure of a large d
ata set from rainwater samples collected during a long-term interval (1990-
1997) by the Austrian Precipitation Monitoring Network. Eleven sampling sit
es from the network were chosen as data sources (chemical concentrations of
major ions only) covering various location characteristics (height above s
ea level, rural and urban sampling positions, Alpine rim and Alpine valley
disposition, etc.). The analytical results were treated by the application
of already classical environmetric approaches, such as linear regression an
alysis, time-series analysis and principal components analysis (PCA). For m
ost of the sampling sites, a distinct trend of acidity decrease of the wet
precipitation was observed. An overall decrease in sulfate concentration fo
r the whole period and all sites of 3.9% year(-1) (2.0 mu equiv. L-1 year(-
1)) was found. The free acidity decrease for most of the sites was between
3.5 and 10.9% year(-1). No significant linear trends were found for nitrate
. Base cations either decreased (mean percentage decrease for calcium was 5
.4% year(-1) and for magnesium 4.4% year(-1)) or did not show any significa
nt change (sodium, potassium). The overall decrease in ammonium concentrati
on was 2.3% year(-1). Further, some typical "rural" (summer minima and wint
er maxima) and "urban" (winter minima and spring maxima) seasonal behaviour
for the majority of the sites in consideration could be defined, indicatin
g the influence of local emission sources. Several latent factors, named "a
nthropogenic", "crustal" and "mixed salt", were revealed by the multivariat
e modelling procedure (PCA) possessing a similar structure for most of the
sites. The unavoidable exceptions observed were indications of the influenc
e of sporadic local events (construction and agricultural activities, secon
dary emission sources, etc.), and an effort was made to explain these excep
tions.