“…However, intensive computation of matrix inversion, singular value decomposition and error weighting during the solving process of PMF limit its calculation capacities for long-term and ne-size-resolution PNSD datasets. 41 These studies, which deployed PMF with reduced particle size bins, 32,36,42 sacriced the particle size resolution of PNSD. The latest research indicates that NMF is a promising source apportionment method for PNSD.…”