A Comparison of Multiple Combined Models for Source Apportionment, Including the PCA/MLR-CMB, Unmix-CMB and PMF-CMB Models
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...…al. 2007; Gildemeister et al. 2007; Zheng et al. 2007; Olson and Norris 2008; Begum et al. 2010; Harrison et al. 2011; Gugamesetty et al. 2012; Wang et al. 2012; Lelpo et al. 2014; Shi et al. 2014) and our previous publications (Sharma et al. 2014b, c; Sharma et al. 2015; Sharma et al. 2016a, b)....
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References
4,797 citations
"A Comparison of Multiple Combined M..." refers methods in this paper
...The detailed introductions of the principle and applications for CMB, PCA/MLR, Unmix and PMF models have been presented in literature (Watson, 1984; Paatero and Tapper, 1994; Lee et al., 1999; Watson and Chow, 2001; Song et al., 2006; Chen et al., 2007; Zheng et al., 2007; Begum et al., 2010;…...
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...The detailed introductions of the principle and applications for CMB, PCA/MLR, Unmix and PMF models have been presented in literature (Watson, 1984; Paatero and Tapper, 1994; Lee et al., 1999; Watson and Chow, 2001; Song et al., 2006; Chen et al., 2007; Zheng et al., 2007; Begum et al., 2010; Harrison et al., 2011; Gugamsetty et al., 2012) and our prior publications (Shi et al....
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541 citations
"A Comparison of Multiple Combined M..." refers background in this paper
...In order to reduce the PM pollution, understanding the potential source categories and their contributions (source apportionment) is necessary (Zheng et al., 2005)....
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441 citations
"A Comparison of Multiple Combined M..." refers methods in this paper
...The detailed introductions of the principle and applications for CMB, PCA/MLR, Unmix and PMF models have been presented in literature (Watson, 1984; Paatero and Tapper, 1994; Lee et al., 1999; Watson and Chow, 2001; Song et al., 2006; Chen et al., 2007; Zheng et al., 2007; Begum et al., 2010; Harrison et al., 2011; Gugamsetty et al., 2012) and our prior publications (Shi et al....
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...…of the principle and applications for CMB, PCA/MLR, Unmix and PMF models have been presented in literature (Watson, 1984; Paatero and Tapper, 1994; Lee et al., 1999; Watson and Chow, 2001; Song et al., 2006; Chen et al., 2007; Zheng et al., 2007; Begum et al., 2010; Harrison et al., 2011;…...
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293 citations
"A Comparison of Multiple Combined M..." refers background in this paper
...Long-term exposure to particulate matter air pollution can result in increased risk of human mortality (Ozkaynak and Thurston, 1987; Russell, 2009; Yan et al., 2009; Tie et al., 2009; Habre et al., 2011; Shen et al., 2011; Cheng et al., 2012; Amodio et al., 201; Vernile et al., 2013)....
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292 citations
"A Comparison of Multiple Combined M..." refers background in this paper
...Among several receptor models, two main classes of models have been employed widely over the world (Hopke, 2003; Andriani et al., 2011; Pant and Harrison, 2012)....
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...The strengths and weaknesses for the two classes of receptor models have been summarized in literature (Hopke, 2003; Pant and Harrison, 2012)....
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...The first class of models need both the input data of receptor and the source profiles; while the later class of models extracts source profiles and their contributions over sets of receptor samples (Hopke, 2003)....
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