There are three basic components of costs for PAH analytical work: analyses, quality assurance, and interpretation. If the final product is a table of quality assured data, then only the first two components come into play. If the data are to be used
Table 6-2. Recommended Detection Limits for PAHs in Environmental Samples
Medium
Method 8270 (EPA SW-846) Estimated Quantitation Limits
Modified Method 8270 Lower Detection Limits Individual PAHs or Isomer Groups
Water 10 àg/L 0.010 àg/L
Sediment/Soils 660 àg/kg (wet weight) 1 àg/kg (dry weight)
A GUIDETO POLYCYCLIC AROMATIC HYDROCARBONSFORTHE NON-SPECIALIST 23
for risk assessment or forensics (i.e., source identification) then interpretation must be considered. To avoid duplication of effort the questions to be answered by the analytical data should be finalized before sampling or analyses are begun. It makes little sense to acquire data on the 16-PP PAHs for purposes of characterization and then decide that source identification is one of the questions to be addressed. Lack of connecting two such data uses may result in resampling, reanalysis, or both. Also, very often, determining PAHs is only one of the analytical goals for a set of samples, so the nature of the other targets (e.g., PCBs, other semivolatile compounds) should be determined during the planning phase. Cost ranges for PAH analyses are shown in Table 6-3.
Table 6-3. Approximate Costs for High Quality PAH Analyses Performed by Experienced Laboratories Analytical Requirement
Cost Range*
$US/sample 16 Priority Pollutant PAHs in:
water (high detection limits) 150-250
soil/sediment or plant/animal tissues (high detection limits) 250-350
oils, coals, products 250-350
Extended PAH Targets (including 16-PP PAHs) in:
water (low detection limits) 350-450
soil/sediment or plant/animal tissues (low detection limits) 400-650
oils, coals, products 400-650
*Based on batches of 10-15 samples; single samples may cost more. Analyses for liti- gation uses may be higher. Costs depend on the difficulty of the matrix (e.g., a high fat matrix may be higher cost).
Figure 6-2. Schematic of Top-Level PAH Fingerprinting and Allocation Approach
0 2 4 6 8 10 12 14 16 18 20
BIOGENIC PETROGENIC PYROGENIC
,,,,
C0N C1N C2N C3N C4N ACEY ACE B1P C0F C1F C2F C3F C0A C0P C1P/A C2P/A C3P/A C4P/A C0D C1D C2D C3D C4D FLANT PYR C1F/P C2F/P C3F/P BAA C0C C1C C2C C3C C4C BBF BJF/BKF BEP BAP PER INDENO DAH BGP
,,,
PYROGENIC/PETROGENIC PAH ALLOCATION
mg/kg
PAH Compound Environmental Sample Alkylated PAH Target List
PAH Analyses
Copyright American Petroleum Institute Reproduced by IHS under license with API
--`,,,,`,-`-`,,`,,`,`,,`---
--`,,,,`,-`-`,,`,,`,`,,`---
25
APPENDIX A—STRUCTURES AND PROPERTIES OF THE 16 PRIORITY POLLUTANT PAHS
Copyright American Petroleum Institute Reproduced by IHS under license with API
--`,,,,`,-`-`,,`,,`,`,,`---
26 API PUBLICATION 4714
Figure A-1. Structures of the 16 Priority Pollutant PAHs
acenaphthene
acenaphthylene naphthalene
phenanthrene
fluoranthene fluorene
chrysene*
pyrene
benzo[a]pyrene*
benzo[a]anthracene*
benzo[b]fluoranthene*
benzo[k]fluoranthene*
indeno[1,2,3-cd]pyrene*
benzo[ghi]perylene dibenz[a,h]anthracene*
anthracene
*Classified as carcinogenic by the U.S. EPA
--`,,,,`,-`-`,,`,,`,`,,`---
A GUIDETO POLYCYCLIC AROMATIC HYDROCARBONSFORTHE NON-SPECIALIST 27
Table A-1. Physico-chemical Properties of Selected PAHs
PAH Formula
Molecular Weight
Density*, g/cm3
Freezing Pt., °C
Boiling Pt., °C
Vapor Pressure,
mm Hg
@ 20-25 °C
Aqueous Solubility,
mg/l
Log Kow
Log Koc
Henry’s Law Constant, atm-m3/mol
Naphthalene C10H8 128.2 1.025320 80 209 0.023 3.17E+01 3.3 2.97 1.40E-03
Acenaphthene C12H10 154.21 1.2250 95 96.2 4.47E-03 1.93E+00 3.98 3.66 7.91E-05 Acenaphthylene C12H8 152.2 0.898716 92.5 280 0.029 3.93E+00 4.07 1.4 1.45E-03 Fluorene C13H10 166.2 1.2030 114.8 295 3.20E-04 1.98E+00 4.18 3.86 1.00E-04 Anthracene C14H10 178.2 1.2825 215 340 1.70E-05 7.60E-02 4.45 4.15 1.77E-05 Phenanthrene C14H10 178.2 0.9804 100 340 6.80E-04 1.20E+00 4.45 4.15 2.56E-05
Pyrene C16H10 202.3 1.27123 156 393 2.50E-06 7.70E-02 4.88 4.58 1.14E-05
Fluoranthene C16H10 202.3 1.2520 11 375 5.00E-06 2.60E-01 4.9 4.58 6.50E-06
Chrysene C18H12 228.3 1.27120 255 448 1.50E-08 2.80E-03 5.16 5.3 1.05E-06
Benz[a]anthracene C18H12 228.3 1.27420 159 400 2.20E-08 1.00E-02 5.61 5.3 1.10E-06
Perylene C20H12 252.3 1.3525 274 350-400 4.00E-04 6.25 3.00E-03
Benzo[a]pyrene C20H12 252.3 1.35120 179 311 5.60E-09 2.30E-03 6.06 6.74 4.90E-07 Benzo[b]fluoranthene C20H12 252.3 168.3 5.00E-07 1.20E-03 6.04 5.74 1.22E-05
Benzo[j]fluoranthene C20H12 252.3 166 1.50E-08 6.76E-03 6.12 4.7 1.00E-06
Benzo[k]fluoranthene C20H12 252.3 215.7 480 9.59E-11 7.60E-04 6.06 5.74 3.87E-05 Indeno[1,2,3-
cd]pyrene
C22H12 276.3 163.6 530 1.00E-10 6.20E-02 6.58 6.2 6.95E-08
Benzo[ghi]perylene C22H12 276.3 273 550 1.03E-10 2.60E-04 6.5 6.2 1.44E-07
Dibenz[a,h]anthracene C22H14 278.4 1.282 262 1.00E-10 5.00E-04 6.84 6.52 7.30E-08
*Superscript denotes temperature, °C, of density measurement.
Source: CRC (1996), ATSDR (1995)
Copyright American Petroleum Institute Reproduced by IHS under license with API
--`,,,,`,-`-`,,`,,`,`,,`---
28 API PUBLICATION 4714
References
WEB SITES WITH INFORMATION RELATED TO PAHS Oil Composition Data:
http://www.etcentre.org/main/e/db/db.html http://www.aehs.com
Property Data:
http://toxnet.nlm.nih.gov
http://chrom.tutms.tut.ac.jp in “Academic Research”
Human Health Effects:
http://www.epa.gov/iris/subst/index.html http://www.atsdr.cdc.gov/toxpro2.html http://risk.lsd.ornl.gov
Ecological Effects:
http://www.epa.gov/superfund/programs/risk/tooleco.htm
http://response.restoration.noaa.gov/cpr/sediment/squirt/squirt.html http://www.esd.ornl.gov/programs.ecorisk/ecorisk.html
LITERATURE CITED
Ankley, G.T. et al., 1995. Effects of Light Intensity on the Phototoxicity of Fluoranthene to a Benthic Macroinverte- brate. Environmental Science and Technology 29:2828-2833.
ASTM, 1997. Guideline E 1706-95b: Standard Test Methods for Measuring the Toxicity of Sediment-Associated Contaminants with Fresh Water Invertebrates,Volume 11.05. American Society for Testing and Materials, West Con- shohocken, PA.
ATSDR, 1995. Toxicological Profile for Polycyclic Aromatic Hydrocarbons. Agency for Toxic Substances and Dis- ease Registry. U.S. Department of Health and Human Services, Atlanta, GA. NTIS PB95264370.
Baek, S.O. et al., 1991. A Review of Atmospheric Polycyclic Aromatic Hydrocarbons: Sources, Fate, and Behavior.
Water, Air, Soil Pollution 60:279-300.
BCME, 1996. Overview of CSST Procedures for the Derivation of Soil Quality Matrix Standards for Contaminated Sites. British Columbia Ministry of the Environment BCME, Risk Assessment Unit, Victoria, Canada.
Beyer, W. N, 1990. Evaluating Soil Contamination. United States Department of the Interior, Fish and Wildlife Ser- vice, Washington, D.C. Biological Report USDI BIO 90(2).
Boehm, P. D., G.S. Douglas, and J.S. Brown, 1995. Advanced Chemical Fingerprinting for Oil Spill Identification and Natural Resource Damage Assessments, in Proceedings, 1995 Oil Spill Conference. American Petroleum Insti- tute, Washington, D.C., pp. 967-969.
Boehm, P.D. et al., 1995b. Shoreline Ecology Program for Prince William Sound, Alaska, Following the Exxon Val- dez Oil Spill: Part 2--Chemistry and Toxicology, in Exxon Valdez Oil Spill: Fate and Effects in Alaskan Waters, ASTM STP #1219, Peter G. Wells, et al., eds., American Society for Testing and Materials, Philadelphia, PA., pp.
347-397.
Boehm, P.D. and J.W. Farrington, 1984. Aspects of the Polycyclic Aromatic Hydrocarbon Geochemistry of Recent Sediments in the Georges Bank Region. Environmental Science and Technology 18:840-845.
Boehm, P.D. et al., 1983. A Natural Resources Damage Assessment Study: The Ixtoc-1 Blowout, in Proceedings, 1983 Oil Spill Conference, American Petroleum Institute, Washington, D.C., pp. 507-515.
Bossert, I. D. and R. Bartha, 1986. Structure Biodegradability Relationships of Polycyclic Aromatic Hydrocarbons in Soil. Bulletin of Environmental Contamination and Toxicology 37:490-495.
--`,,,,`,-`-`,,`,,`,`,,`---
A GUIDETO POLYCYCLIC AROMATIC HYDROCARBONSFORTHE NON-SPECIALIST 29
Bradley, L.J.N., B.H. Magee, and S.L. Allen, 1994. Background Levels of Polycyclic Aromatic Hydrocarbons (PAH) and Selected Metals in New England Urban Soils. Journal of Soil Contamination 3 (4).
Brooks, J.M. et al., 1990. Hydrocarbon Distributions Around a Shallow Water Multiwell Platform. Environmental Science and Technology 24:1079-1085.
CCME, 1996a. A Protocol for the Derivation of Environmental and Human Health Soil Quality Guidelines. Canadian Council of Ministers of the Environment, Ottawa, Canada. CCME-EPC-101E.
CCME, 1996b. Guidance Manual for Developing Site-Specific Soil Quality Remediation Objectives for Contami- nated Sites in Canada. Canadian Council of Ministers of the Environment, Ottawa, Canada. En-108-4/9 1996E.
CRC, 1996. Handbook of Chemistry and Physics. 77th ed. D.R. Lide, ed., CRC Press, New York, NY.
DOE, 2000. Risk Assessment Information System. U.S. Department of Energy, Oak Ridge National Laboratory, Oak Ridge, TN. (Most recent update 2/2000.)
Efroymson, R.A., G. W. Suter II, B. E. Sample, and D. S. Jones, 1997. Preliminary Remediation Goals for Ecological Endpoints. Oak Ridge National Laboratory, Oak Ridge, TN. Report ES/ER/TM-162/R2.
Eisler, R., 1987. Polycyclic Aromatic Hydrocarbon Hazards to Fish, Wildlife, and Invertebrates: A Synoptic Review.
U.S. Department of the Interior, Fish and Wildlife Service. Biological Report 85(1.11).
EPA, 1999a. Integrated Risk Information Systems (IRIS) On-Line. U.S. Environmental Protection Agency, Cincinnati, OH.
EPA, 1999b. National Recommended Water Quality Criteria—Correction. U.S. Environmental Protection Agency, Washington, D.C. EPA 822-Z-99-001.
EPA, 1999c. Contaminated Sediment News. Number 23. U.S. Environmental Protection Agency, Office of Water, Washington, D.C. EPA-823-N-99-003.
EPA, 1998. Ecological Risk Assessment at Military Bases: Process Considerations, Timing of Activities, and Inclu- sion of Stakeholders. U.S. Environmental Protection Agency, Region IV, Atlanta, GA. Internal memorandum dated December 22, 1998.
EPA, 1997a. Health Effects Assessment Summary Tables (HEAST). U.S. Environmental Protection Agency, Cincin- nati, OH. EPA 540/R-94/036.
EPA, 1997b. Ecological Risk Assessment Guidance for Superfund: Process for Designing and Conducting Ecologi- cal Risk Assessments, Interim Final, U.S. Environmental Protection Agency, Environmental Response Team, Edison, NJ. EPA 540-R-97-006.
EPA, 1996. Ecotox Thresholds. ECO Update Bulletin 3(2). Office of Solid Waste and Emergency Response. U.S.
Environmental Protection Agency, Washington, D.C. EPA 540/F-95/038.
EPA, 1995. Ecological Screening Values. Supplemental Guidance to RAGS: Region IV Bulletins. U.S. Environmen- tal Protection Agency, Region IV, Atlanta, GA. Ecological Risk Assessment Bulletin No. 2, November 1995.
EPA, 1994a. Using Toxicity Tests in Ecological Risk Assessment. ECO Update Bulletin 2(1). U.S. Environmental Pro- tection Agency, Office of Solid Waste and Emergency Response, Washington, D.C. EPA 93450-05I.
EPA, 1994b. Catalogue of Standard Toxicity Tests for Ecological Risk Assessment. ECO Update Bulletin 2(2). U.S.
Environmental Protection Agency, Office of Solid Waste and Emergency Response, Washington, D.C. EPA 93450-05I.
EPA, 1994c. Methods for Measuring the Toxicity and Bioaccumulation of Sediment-associated Contaminants with Freshwater Invertebrates. U.S. Environmental Protection Agency, Office of Research and Development, Washington, D.C. EPA/600/R-94/024.
EPA, 1994d. Methods for Measuring the Toxicity of Sediment-associated Contaminants with Estuarine and Marine Amphipods. U.S. Environmental Protection Agency, Office of Research and Development, Washington, D.C. EPA/
600/R-94/025.
EPA, 1993a. Sediment Quality Criteria for the Protection of Benthic Organisms: Acenaphthene. U.S. Environmental Protection Agency, Office of Water, Washington, D.C. EPA-P22/R-93-013.
Copyright American Petroleum Institute Reproduced by IHS under license with API
--`,,,,`,-`-`,,`,,`,`,,`---
30 API PUBLICATION 4714
EPA, 1993b. Sediment Quality Criteria for the Protection of Benthic Organisms: Fluoranthene. U.S. Environmental Protection Agency, Office of Water, Washington, D.C. EPA-822/R-93-012.
EPA, 1993c. Sediment Quality Criteria for the Protection of Benthic Organisms: Phenanthrene. U.S. Environmental Protection Agency, Office of Water, Washington, D.C. EPA-822/R-93-014.
EPA, 1993d. Technical Basis for Deriving Sediment Quality Criteria for Nonionic Organic Contaminants for the Pro- tection of Benthic Organisms by Using Equilibrium Partitioning. U.S. Environmental Protection Agency, Office of Water, Washington, D.C. EPA-822-R-93-011.
EPA, 1992a. Great Lakes Water Quality Initiative Tier II Water Quality Values for Protection of Aquatic Life in Ambi- ent Water: Support Documents. U.S. Environmental Protection Agency, Washington, D.C. November 23, 1992.
EPA, 1992b. Sediment Classification Methods Compendium. U.S. Environmental Protection Agency, Office of Water, Washington, D.C. EPA 823-R-92-006.
EPA, 1989a. Risk Assessment Guidance for Superfund: Volume 1, Human Health Evaluation Manual, Part A. U.S.
Environmental Protection Agency, Office of Energy and Remedial Response, Washington, D.C. EPA-540/1-89-002.
EPA, 1989b. Exposure Factors Handbook. Office of Health and Environmental Assessment. U.S. Environmental Pro- tection Agency, Office of Research and Development. EPA-600/8-89/043.2. (Updated version EPA/600/P-95/002Fa, August 1997).
EPA, 1989c. Ecological Assessment of Hazardous Waste Sites: A Field and Laboratory Reference. U.S. Environmen- tal Protection Agency, Corvallis, OR. EPA/600/3-89/013.
EPA, 1986. Test Methods for Evaluating Solid Waste (SW846), Vol. 1B. U.S. Environmental Protection Agency, Office of Solid Waste and Emergency Response, Washington, D.C. EPA SW 816.
EPA, 1975. Methods for Acute Toxicity Tests with Fish, Macroinvertebrates, and Amphibians. U.S. Environmental Protection Agency, Corvallis, OR. EPA-660/3-75-009.
EP&T, in press. Assessment and Review of Literature on the Ecological Effects of PAHs in Soil. Prepared for the American Petroleum Institute Biomonitoring Task Force. Ecological Planning and Toxicology.
Ingersoll, C.G. et al., 1995. Toxicity and Bioaccumulation of Sediment-associated Contaminants using Freshwater Invertebrates: a Review of Methods and Applications. Environmental Toxicology and Chemistry 14:1885-1894.
Jones, D.S., G.W. Suter, and R.N. Hull, 1997. Toxicological Benchmarks for Screening Contaminants of Potential Concern for Effects on Sediment-Associated Biota: 1997 Revision. Oak Ridge National Laboratory, Oak Ridge, TN.
Report ES/ER/TM-95/R4.
Long, E.R. et al, 1995. Incidence of Adverse Biological Effects within Ranges of Chemical Concentrations in Marine and Estuarine Sediments. Environmental Management 19:81-97.
Long, E.R. and L.G. Morgan, 1990. The Potential for Biological Effects of Sediment-Sorbed Contaminants Tested in the National Status and Trends Program. NOAA Tech. Memo. NOS OMA 62. National Oceanic and Atmospheric Administration, Seattle, WA.
Luthy, R.G. et al., 1997. Sequestration of Hydrophobic Organic Contaminants by Geosorbents. Environmental Sci- ence and Technology 31:3341-3347.
MacDonald, D.D, 1992. Development of an Integrated Approach to the Assessment of Sediment Quality in Florida.
Prepared for Florida Department of Environmental Regulation by MacDonald Environmental Services, Ltd., Ladys- mith, British Columbia, Canada.
Manoli, E. and C. Samara, 1999. Polycyclic Aromatic Hydrocarbons in Natural Waters: Sources Occurrence and Analysis. Trends in Analytical Chemistry 18:417-428.
Menzie, C.A., B.N. Potocki, and J. Santodonato, 1992. Exposure to Carcinogenic PAHs in the Environment. Environ- mental Science and Technology 26:1278-1284.
Naes, K. and E. Oug, 1997. Multivariate Approach to Distribution Patterns and Fate of Polycyclic Aromatic Hydro- carbons in Sediments from Smelter-affected Norwegian Fjords and Coastal Waters. Environmental Science and Tech- nology 31:1253-1258.
A GUIDETO POLYCYCLIC AROMATIC HYDROCARBONSFORTHE NON-SPECIALIST 31
Neff, J.M., 1997. Metals and Organic Chemicals Associated with Oil and Gas Well Produced Water: Bioaccumula- tion, Fates, and Effects in the Marine Environment. Report to the Offshore Operators Committee, New Orleans, LA.
Neff, J.M. et al., 1994. Transport and Fate of Non-BTEX Petroleum Chemicals in Soils and Ground Water. Final Report prepared by Arthur D. Little, Inc. for the American Petroleum Institute, Washington, D.C.
Neff, J.M., 1978. Polycyclic Aromatic Hydrocarbons in the Aquatic Environment: Sources Fates and Biological Effects. Prepared for the American Petroleum Institute, Washington, D.C.
NJDEP, 1998. Guidance for Sediment Quality Evaluation. New Jersey Department of Environmental Protection.
Trenton, NJ, November 1998.
NRC, 1985. Oil in the Sea: Inputs, Fates, and Effects. National Research Council, National Academy Press, Wash- ington, D.C.
NYSDOH, 1998. Seneca-Babcock Neighborhood Soil Sampling Program, Results of December 1994 Sampling, Final Technical Report. New York State Department of Health, Division of Environmental Health Assessment, Albany, NY.
Ohkouchi, N., K. Kawamura, and H. Kawahata. 1999. Distributions of Three-to Seven Ring Polynuclear Aromatic Hydrocarbons on the Deep Seafloor of the Central Pacific, Environmental Science and Technology 33:3086-3090.
Opresko, D.M., B.E. Sample, and G.W. Suter. 1994. Toxicological Benchmarks for Wildlife: 1994 Revision. Oak Ridge National Laboratory, Oak Ridge, TN. Report ES/ER/TM-86/R1.
Overton, E.B. et al., 1981. Petroleum Residue Sources Identification after a Fire and an Oil Spill, pp. 541-546, in Pro- ceedings, 1981 Oil Spill Conference, American Petroleum Institute, Washington, D.C.
Page, D.S. et al., 1999. Pyrogenic Polycyclic Aromatic Hydrocarbons in Sediments Record Past Human Activity: a Case Study in Prince William Sound, Alaska. Marine Pollution Bulletin 38:247-260.
Page, D.S. et al., 1996. The Natural Petroleum Hydrocarbon Background in Subtidal Sediments of Prince William Sound, Alaska. Environmental Toxicology and Chemistry 15:1266-1281.
Page, D.S. et al., 1995. Identification of Hydrocarbon Sources in the Benthic Sediments of Prince William Sound and the Gulf of Alaska Following the Exxon Valdez Oil Spill, in Exxon Valdez Oil Spill: Fate and Effects in Alaskan Waters, ASTM STP #1219, Peter G. Wells, James N. Butler, and Jane S, Hughes, Eds., American Society for Testing and Materials, Philadelphia, PA., pp. 41-83.
Persaud, D., R. Jaagumagi, and A. Hayton, 1994. Proposed Guidelines for the Clean-up of Contaminated Sites in Ontario. Ontario Ministry of the Environment. Ontario, Canada. July 1994.
Persaud, D.R. et al., 1992. Guidelines for the Protection and Management of Aquatic Sediment Quality in Ontario.
Ontario Ministry of the Environment. Ontario, Canada. September 1992.
Pucknat, A.W. ed. 1981. Characteristics of PNA in the Environment: Health Impacts of Polynuclear Aromatic Hydro- carbons. Park Ridge, NJ; Noyes Data Corporation, 78-122.
Sample, B. E., M. Opresko, and G. W. Suter II, 1996. Toxicological Benchmarks for Wildlife. Oak Ridge National Laboratory, Oak Ridge, TN. ES/ER/TM-86/R3.
Santodonato, J. et al., 1981. Polycyclic Organic Matter. Journal of Environmental Pathology and Toxicology 54:1- 364, as cited in ATSDR, 1995.
Sauer, T. C. and Boehm, P.D., 1995. Hydrocarbon Chemistry Analytical Methods for Oil Spill Assessments. Marine Spill Response Corporation, Washington, D.C. MSRC Technical Report Series, 95-032.
Sauer, T. C. and Boehm, P.D., 1991. The Use of Defensible Analytical Chemical Measurements for Oil Spill Natural Resource Damage Assessments, in Proceedings, 1991 International Oil Spill Conference, American Petroleum Insti- tute, Washington, D.C., pp. 363-369.
Spektor, D.M., 1998. A Review of the Scientific Literature as it Pertains to Gulf War Illnesses, Vol. 6, Oil Well Fires.
RAND, Santa Monica, CA.
Copyright American Petroleum Institute Reproduced by IHS under license with API
--`,,,,`,-`-`,,`,,`,`,,`---
32 API PUBLICATION 4714
Steinhauer, M.S. and P.D. Boehm, 1992. The Composition and Distribution of Saturated and Aromatic Hydrocarbons in Nearshore Sediments, River Sediments, and Coastal Peat of the Alaskan Beaufort Sea: Implications for Detecting Anthropogenic Inputs. Marine Environmental Research 33:223-253.
Suter, G.W., 1997. A Framework for Assessing Ecological Risks of Petroleum-Derived Materials in Soil. Environ- mental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN. ORNL/TM-13408. Publication No.
4666. May 1997.
Suter, G. W., II, and C. L. Tsao, 1996. Toxicological Benchmarks for Screening Potential Contaminants of Concern for Effects on Aquatic Biota: 1996 Revision. Oak Ridge National Laboratory, Oak Ridge, TN. ES/ER/TM-96/R2.
Wold, S., 1976. Pattern Recognition by Means of Disjoint Principal Component Models. Pattern Recognition 8:127- 139.
WSRC, 1998. Ecological Screening Values for Surface Water, Sediment, and Soil. Westinghouse Savannah River Site. Westinghouse Savannah River Company, Aiken, SC. WSRC-TR-98-00110.
--`,,,,`,-`-`,,`,,`,`,,`---
02/02
Copyright American Petroleum Institute Reproduced by IHS under license with API
--`,,,,`,-`-`,,`,,`,`,,`---