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This is a Lecture titled “ACCOUNTING FOR SPATIOTEMPORAL INFORMATION IMPROVES THE IMPUTATION OF MISSING PM2.5 MONITORING RECORDS” delivered at the WeBIOPATR 2021, Session 7: PM monitoring and modelling II, by Ms. Idit Belachsen.