Identification source of variation on regional impact of air quality pattern using chemometric
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Cites background from "Identification source of variation ..."
...The main sources of pollutants were possibly waste product and effluent which from development and activities in the construction, tourism, agricultural areas and inorganic wastes which ultimately contaminated the river basin [31]....
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14 citations
Cites background or methods from "Identification source of variation ..."
...Thus, a serious attention is needed by all parties, not only by government sector, but also more to individual responsibility (Azid et al. 2015a)....
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...The MLR is a traditional methodology to examine the impact of dependent variable by identifying the relationship of each independent variables (Azid et al. 2015b; Azid et al. 2015c)....
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12 citations
Cites background from "Identification source of variation ..."
...0) can be classified into several groups by their sources (Allen et al., 2001; Marcazzan et al., 2001; Manoli et al., 2002; AlMomani, 2003; Azid et al., 2015; Chen et al., 2015; Fang et al., 2015; Liang et al., 2015)....
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...…characteristic values of over 1 in Principal Component Analysis (PCA) (SPSS v.12.0) can be classified into several groups by their sources (Allen et al., 2001; Marcazzan et al., 2001; Manoli et al., 2002; AlMomani, 2003; Azid et al., 2015; Chen et al., 2015; Fang et al., 2015; Liang et al., 2015)....
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References
1,429 citations
"Identification source of variation ..." refers methods in this paper
...Moreover, chemometric analysis may need to be utilized to complement such monitoring strategy (Lu et al., 2011)....
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839 citations
"Identification source of variation ..." refers background or methods in this paper
...It presents the details on the most significant variables due to spatial and temporal variations, by putting them from the less significant variables with minimum loss of the original information (Singh et al., 2004; 2005; Azid et al., 2015)....
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...Therefore, the methods have been proven as priceless tools for developing suitable plans for efficient management of the air monitoring network (Singh et al., 2005; Azid et al., 2015)....
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574 citations
"Identification source of variation ..." refers background in this paper
...However, the highest values of R2 (which was near to 1) will be declared as the best linear model (Norusis 1990; Mutalib et al., 2013; Azid et al., 2013, 2014a)....
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472 citations
"Identification source of variation ..." refers background in this paper
...Most of the air pollution sources derived from land transportation (mobile source), industrial emissions (stationary source), and open burning sources (Afroz et al., 2003; Azmi et al., 2010; Abdullah et al., 2012; Azid et al., 2013, 2014a, b)....
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429 citations
"Identification source of variation ..." refers methods in this paper
...Multiple Linear Regression Result (MLR) of Air Pollutant Index (API) The purpose of MLR modelling in this study is to describe the behaviour of the variables, which is based on a linear least-square fitting process, and a trace element or property is required to be determined for each source (Henry et al., 1984)....
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...Pollutant Index (API) The purpose of MLR modelling in this study is to describe the behaviour of the variables, which is based on a linear least-square fitting process, and a trace element or property is required to be determined for each source (Henry et al., 1984)....
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