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Air Quality Monitoring Program in Bangladesh: Trends Analysis of Criteria Pollutants and Source Apportionment of Particulate Matter in Dhaka, Bangladesh. Shahana Akhter 1 , Md. Aminul Islam 1 , A. M. Showkot Hossain 1 , S M Abdul Quadir 1 Amir H. Khan 2
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Air Quality Monitoring Program in Bangladesh: Trends Analysis of Criteria Pollutants and Source Apportionment of Particulate Matter in Dhaka, Bangladesh Shahana Akhter1, Md. Aminul Islam1, A. M. Showkot Hossain1, S M Abdul Quadir 1 Amir H. Khan 2 Bilkis A. Begum3, M. Khaliquzzaman4 and Swapan K. Biswas3 1Department of Environment (DOE) Paribesh Bhaban, Agargaon, Dhaka-1207, Bangladesh 2Department of Chemistry, University of Dhaka, Dhaka 1000, Bangladesh 3Chemistry Division, Atomic Energy Centre, P.O.Box-164, Dhaka, Bangladesh 4The World Bank, 3A Paribag, Dhaka BAQ 2004 Conference
Contents • Air Quality Monitoring (AQMP and BAEC) • Basic statistics • Trend Analysis (Time Series) • Long range transport • Chemical Characterization • Source identifications • Local source identification BAQ 2004 Conference
Sampling locations • Continuous air quality monitoring Station at the Campus of the Parliament House, Dhaka • Farm Gate area in Dhaka, a hot spot with very high pollutant concentrations because of the proximity of major roadways • Semi-residential (AECD) area, which is located within the Atomic Energy Centre, Dhaka University Campus with relatively less traffic • Urban area in Rajshahi • Method of Analysis • Mass by weighing • BC by Reflectance measurement • Elemental Concentration by PIXE • Sampler • Hi-Vol (PM10) • Partisol (PM2.5) • GENT (PM10-2.2 and PM2.2) BAQ 2004 Conference
Dhaka Rajshahi Location of sampling sites in Bangladesh BAQ 2004 Conference
The Mean, standard deviation, geometric mean and geometric standard deviation (elemental concentration in mg m-3 ) of PM10 and PM2.5 at CAM Station in Dhaka Variation of mean PM10 and PM2.5 concentrations from Apr02 to Mar04 BAQ 2004 Conference
Time series pattern of PM samples collected at CAM Station and a Hot spot in Dhaka PM10 and PM2.5 at CAMS PM10-2.2 and PM2.2 at hot spot BAQ 2004 Conference
Backward trajectories arriving at Dhaka BAQ 2004 Conference
Wind direction w.r.t. seasons This indicates that PM concentrations in winter period may also influenced by the transboundary air pollution. BAQ 2004 Conference
Positive Matrix Factorization Receptor model The atmosphere is a complex system and it is necessary to have methods available to assist in the identification of sources and apportionment of the observed pollutant concentrations to those sources. Such methods are called receptor model. They are focused on the behavior of the ambient environment at the point of impact as opposed to the source-oriented dispersion models that focus on the transport, dilution and transformations that occur beginning at the source and following the pollutants to the receptor or sampling site. These methods have been applied to airborne particulate matter. Purpose: To identify the sources and apportion the contributions of all potential sources to the measured particulate matter mass Xij= The jth species measured in the ith sample gik=The contribution from the kth sources to the ith sample fkj= The jth species mass fraction from the kth source eij= Matrix of residuals that are not fit by the model Qij= Uncertainty estimation BAQ 2004 Conference
Predicted vs measured Zn conc. BAQ 2004 Conference
Source profile and time variation of PM10-2.2 Source profile and time variation of PM2.2 Source Apportionment by PMF BAQ 2004 Conference
Average percentage contributions of the sources at Hot spot and semi-residential sites in Dhaka BAQ 2004 Conference
88.5g/m3 January 01 2003 52.3g/m3 PM2.2 concentrations as a function of time showing the likely effect of banning two-stroke baby taxies on the air quality in Dhaka BAQ 2004 Conference
Variation of mean PM10 , PM2.2 and BC concentrations from June 2000 to May 2004 BAQ 2004 Conference
Daily Air Quality Index Measured at CAMS by the Air Quality Management Project, Department of Environment (Period: April 2002 to November 2004) 43% healthy days 39% unhealthy days; 14% very unhealthy days 4% extremely unhealthy days BAQ 2004 Conference
Thank You END BAQ 2004 Conference