Toward Effective Source Apportionment Using Positive Matrix Factorization: Experiments with Simulated PM2.5Data

Author:

Chen L.-W. Antony1,Lowenthal Douglas H.1,Watson John G.1,Koracin Darko1,Kumar Naresh2,Knipping Eladio M.2,Wheeler Neil3,Craig Kenneth3,Reid Stephen3

Affiliation:

1. a Desert Research Institute , Reno , NV , USA

2. b Electric Power Research Institute , Palo Alto , CA , USA

3. c Sonoma Technology, Inc. , Petaluma , CA , USA

Publisher

Informa UK Limited

Subject

Management, Monitoring, Policy and Law,Waste Management and Disposal

Reference6 articles.

1. Henry, R.C.; Kim, B.M. A Factor Analysis Receptor Model with Explicit Physical Constraints. InTransactions, Receptor Models in Air Resources Management; Watson, J.G., Ed.; A&WMA: Pittsburgh, PA, 1989; pp 214–225.

2. Henry, R.C. Multivariate Receptor Modeling byN-Dimensional Edge Detection;Chemom. Intell. Lab. Sys.2003,65,179-189; doi:10.1016/ S0169–7439(02)00108–9.

3. Chen, L.W.A.; Watson, J.G.; Chow, J.C.; Magliano, K.L. Quantifying PM2.5Source Contributions for the San Joaquin Valley with Multivariate Receptor Models;Environ. Sci. Technol.2007,41, 2818–2826.

4. Malm, W.C.; Pitchford, M.L.; Scruggs, M.; Sisler, J.F.; Ames, R.G.; Copeland, S.; Gebhart, K.A.; Day, D.E.Spatial and Seasonal Patterns and Temporal Variability of Haze and Its Constituents in the United States: IMPROVE Report III; Cooperative Institute for Research in the Atmosphere; Colorado State University: Fort Collins, CO, 2000; available at http://vista.cira.colostate.edu/IMPROVE/Publications/improve_reports.htm (accessed 2009).

5. National Air Quality and Emissions Trends Report, 1999; EPA 454/R-01-004; U.S. Environmental Protection Agency, Research Triangle Park, NC, 2002; available at http://www.epa.gov/air/aqtmd99 (accessed 2009).

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