Variation in Seasonal Deposition of Indoor Carbon, Ionic, Toxic Metalloids and Metal Species in Different Anthropogenic Zones- CMB study
Abstract ID#: 33232
Different approaches of source apportionment of dust fractions have been reported world-over. Prediction of source categories within receptor chemical profiles using regression and factor analysis using PCA has been reported to evaluate possible source/routes of air pollution mass significantly. The present study is focused on application of all three (regression analysis, PCA and CMB) approaches to investigate higher degree of significance in source apportionment of indoor seasonal deposition of different species in different anthropogenic atmospheric zones. Modeled source categories obtained from regression and factor analysis (using PCA) has shown potential support in the selection of source profiles in CMB. About 75-88% agreement has been obtained between results of source signatures of indoor deposition obtained from three approaches. The application of combined approach has been extended to respirable fine particulates measured indoors. Both fractions have shown different dominance of selected source of emissions.
Practical implications: Major approaches of source signatures has been investigated in combination with the hypothesis that prediction and modeled source profiles will support the selection and inclusion of field based source profiles in source apportionment of indoor dust fractions using CMB. A stratified random sampling plan using longitudinal study design has been adopted for dust fallout source apportionment.
Key words: CMB, regression analysis, PCA, indoor air, anthropogenic zones