Characterization of non-methane volatile organic compounds sources in Houston during 2001 using positive matrix factorization

被引:68
作者
Kim, E
Brown, SG
Hafner, HR
Hopke, PK [1 ]
机构
[1] Clarkson Univ, Dept Chem Engn, Potsdam, NY 13699 USA
[2] Clarkson Univ, Dept Civil & Environm Engn, Potsdam, NY 13699 USA
[3] Sonoma Technol Inc, Petaluma, CA 94954 USA
[4] Clarkson Univ, Ctr Air Resource Engn & Sci, Potsdam, NY 13699 USA
关键词
non-methane volatile organic compounds; positive matrix factorization; source apportionment; conditional probability function;
D O I
10.1016/j.atmosenv.2005.06.045
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Non-methane volatile organic compounds (NMOC) that were most likely to contribute to ozone formation in the Houston, Texas area were measured by Texas Commission on Environmental Quality using AutoSystem Gas Chromatograph. Hourly, integrated NMOC measured between 9 pm and 6 am at the three monitoring sites (Deer Park, Haden Rd., and Clinton Dr.) in Houston were analyzed with Positive Matrix Factorization (PMF). Only NMOC data collected during the nighttime was utilized to minimize the influence of photochemistry, motor vehicles, and biogenic sources. A total of 401-883 samples and 38 to 40 NMOC species measured between July 2001 and October 2001 were analyzed. PMF identified seven sources at Deer Park (flare emissions, industrial source, petrochemical source, natural gas/propane, refinery, isoprene source, and motor vehicle), Haden Rd. (flare emissions, petrochemical source, industrial source, solvent, natural gas/propane, refinery, and motor vehicle), and Clinton Dr. (flare emissions, two industrial sources, refinery, natural gas/propane, motor vehicle, and isoprene source). Five similar source types were found among three sites although the sources were differently located. Conditional probability function analysis using surface wind data and identified source contributions aided the identifications of local point sources by providing indications of likely directions for the sources. The results agreed well with the locations of known local NMOC sources. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:5934 / 5946
页数:13
相关论文
共 22 条
[1]   Hydrocarbon source apportionment for the 1996 Paso del Norte Ozone Study [J].
Fujita, EM .
SCIENCE OF THE TOTAL ENVIRONMENT, 2001, 276 (1-3) :171-184
[2]   Isoprene fluxes measured by enclosure, relaxed eddy accumulation, surface layer gradient, mixed layer gradient, and mixed layer mass balance techniques [J].
Guenther, A ;
Baugh, W ;
Davis, K ;
Hampton, G ;
Harley, P ;
Klinger, L ;
Vierling, L ;
Zimmerman, P ;
Allwine, E ;
Dilts, S ;
Lamb, B ;
Westberg, H ;
Baldocchi, D ;
Geron, C ;
Pierce, T .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1996, 101 (D13) :18555-18567
[3]   Reported emissions of organic gases are not consistent with observations [J].
Henry, RC ;
Spiegelman, CH ;
Collins, JF ;
Park, E .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1997, 94 (13) :6596-6599
[4]   VEHICLE-RELATED HYDROCARBON SOURCE COMPOSITIONS FROM AMBIENT DATA - THE GRACE-SAFER METHOD [J].
HENRY, RC ;
LEWIS, CW ;
COLLINS, JF .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 1994, 28 (05) :823-832
[5]   CURRENT FACTOR-ANALYSIS RECEPTOR MODELS ARE ILL-POSED [J].
HENRY, RC .
ATMOSPHERIC ENVIRONMENT, 1987, 21 (08) :1815-1820
[6]  
Hopke P.K., 1985, RECEPTOR MODELING EN
[7]   Testing and optimizing two factor-analysis techniques on aerosol at Narragansett, Rhode Island [J].
Huang, SL ;
Rahn, KA ;
Arimoto, R .
ATMOSPHERIC ENVIRONMENT, 1999, 33 (14) :2169-2185
[8]   Source identification of Atlanta aerosol by positive matrix factorization [J].
Kim, E ;
Hopke, PK ;
Edgerton, ES .
JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 2003, 53 (06) :731-739
[9]   Analysis of ambient particle size distributions using unmix and positive matrix factorization [J].
Kim, E ;
Hopke, PK ;
Larson, TV ;
Covert, DS .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2004, 38 (01) :202-209
[10]   CHEMICAL ELEMENT BALANCE FOR PASADENA AEROSOL [J].
MILLER, MS ;
HIDY, GM ;
FRIEDLANDER, SK .
JOURNAL OF COLLOID AND INTERFACE SCIENCE, 1972, 39 (01) :165-+