This paper evaluates the effects of long-range
transport patterns of air trajectories arriving at a rural ground based station,
ICIPE Mbita 1125 meters above mean sea level. Mass concentration data of fine mode
AOD, coarse mode AOD and fine mode fraction AOD were combined with
back-trajectory cluster analysis. The Potential Source Contribution Function
(PSCF) model and
Concentration-Weighted
Trajectory (CWT) method were used to evaluate the transport pathways and
Potential Source Areas (PSA) affecting AOD loadings in western parts of Kenya
during wet (MAM) and dry (JJA) seasons. The main sources and paths of advection
to source and receptor regions and its relation to AOD concentration were
identified. Using these methods, the Geographic Information System (GIS) based
software and MeteoInfo was used for query and computation of potential source
contribution function and concentration weighted trajectory analyses when the
measurement data were
included. The results for both PSCF and CPF were sufficient indicators that
pollutants originated from two main sources, that is, northeastern and southeast directions from the
site.
Cite this paper
Zachary, M. , Yin, L. and Zacharia, M. (2018). Application of PSCF and CWT to Identify Potential Sources of Aerosol Optical Depth in ICIPE Mbita. Open Access Library Journal, 5, e4487. doi: http://dx.doi.org/10.4236/oalib.1104487.
Ichoku, C., Remer, L.A. and Eck, T.F. (2005) Quantitative Evaluation and Intercomparison of Morning and afternoon Moderate Resolution Imaging Spectroradiometer (MODIS) Aerosol Measurements from Terra and Aqua. Journal of Geophysical Research, 110, D10S03.
Remer, L.A., et al. (2008) Global Aerosol Climatology from the MODIS Satellite Sensors, Journal of Geophysical Research, 113, D14S07. https://doi.org/10.1029/2007JD009661
Wang, S., Yu, S., Li, P., Wang, L., Mehmood, K., Liu, W., et al. (2017) A Study of Characteristics and Origins of Haze Pollution in Zhengzhou, China, Based on Observations and Hybrid Receptor Models. Aerosol and Air Quality Research, 17, 513-528. https://doi.org/10.4209/aaqr.2016.06.0238
Moody, J.L. and Galloway, J.N. (1988) Quantifying the Relationship between Atmospheric Transport and the Chemical Composition of Precipitation on Bermuda. Tellus B, 40, 463-479. https://doi.org/10.3402/tellusb.v40i5.16014
Pekney, N., Davidson, C., Zhou, L. and Hopke, P. (2006) Application of PSCF and CPF to PMF-Modeled Sources of PM2.5 in Pittsburgh. Aerosol Science and Technology, 40, 952-961. https://doi.org/10.1080/02786820500543324
Fleming, Z.L., Monks, P.S. and Manning, A.J. (2012) Review: Untangling the Influence of Air-Mass History in Interpreting Observed Atmospheric Composition. Atmospheric Research, 104-105, 1-39. https://doi.org/10.1016/j.atmosres.2011.09.009
Sirois, A. and Bottenheim, J.W. (1995) Use of Backward Trajectories to Interpret the 5-Year Record of PAN and O3 Ambient Air Concentrations at Kejimkujik National Park, Nova Scotia. Journal of Geophysical Research, 100, 2867-2881. https://doi.org/10.1029/94JD02951
Stohl, A. (1998) Computation, Accuracy and Applications of Trajectories: A Review and Bibliography. Atmospheric Environment, 32, 947-966. https://doi.org/10.1016/S1352-2310(97)00457-3
Wang, Y.Q., Zhang, X.Y. and Arimoto, R. (2006) The Contribution from Distant Dust Sources to the Atmospheric Particulate Matter Loadings at Xi’an, China during Spring. Science of the Total Environment, 368, 875-883. https://doi.org/10.1016/j.scitotenv.2006.03.040
Xin, Y., Wang, G. and Chen, L. (2016) Identification of Long-Range Transport Pathways and Potential Sources of PM10 in Tibetan Plateau Uplift Area: Case Study of Xining, China in 2014. Aerosol and Air Quality Research, 16, 1044-1054. https://doi.org/10.4209/aaqr.2015.05.0296
Karaca, F. and Camci, F. (2010) Distant Source Contributions to PM10 Profile Evaluated by SOM Based Cluster Analysis of Air Mass Trajectory Sets. Atmospheric Environment, 44, 892-899. https://doi.org/10.1016/j.atmosenv.2009.12.006
Li, D., Liu, J., Zhang, J., Gui, H., Du, P., Yu, T., et al. (2017) Identification of Long-Range Transport Pathways and Potential Sources of PM2.5 and PM10 in Beijing from 2014 to 2015. Journal of Environmental Sciences (China), 56, 214-229. https://doi.org/10.1016/j.jes.2016.06.035
Zachary, M., Yin, L. and Zacharia, M. (2018) Aerosol Optical Depth Pathways and Sources, Lake Victoria Basin. OALib, 5, 1-11. https://doi.org/10.4236/oalib.1104393