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This is a Lecture titled “A METHOD FOR TRACING THE SOURCES OF AIR-BORNE DUST USING SOURCE-SIMULATION AND MULTIVARIATE PLS MODELLING OF CHEMICAL ANALYTICAL DATA” delivered at the WeBIOPATR 2021, Session 7: PM monitoring and modelling II, by prof. Arngrímur Thorlacius.