Pattern recognition in lichens for source apportionment

Monte-Carlo-assisted factor analysis has been applied to a lichen data set, obtained from a monitoring survey on a national scale in The Netherlands for source apportionment purposes. The factor analysis as applied revealed 10 factors, of which 8 could be interpreted in terms of realistic sources of pollution. Geographical distribution patterns of the factor values were used to facilitate and to support the identification of the associated sources.