“…The localization and the geographical coordinates of the 23 PM 10 sampling sites as well as the characteristics of the used HSRS are deeply described in Massimi et al 2017 andMassimi et al 2019 [11,31]. The collected monthly PM 10 membrane filters were subjected to a chemical fractionation procedure, previously optimized and validated [37,38], useful for separating the water-soluble and insoluble fraction of each PM 10 elemental component, thus increasing its selectivity as a source tracer [11,39,40]. Firstly, after removing the supporting polymethylpentene ring from each membrane filter, PM 10 filters were extracted in 10 mL of deionized water for 30 min at 25 • C by using an ultrasonic bath (Proclean 10.0 ultrasonic cleaner, Ulsonix, Germany) and were then filtered on cellulose nitrate filters (0.45 µm pore size, Merck Millipore Ltd., Billerica, MA, USA).…”