메뉴 건너뛰기




Volumn 408, Issue 1, 2009, Pages 50-56

Application of discriminant analysis with clustered data to determine anthropogenic metals contamination

Author keywords

Cluster analysis; Discriminant analysis; Environmental site assessment; Finite mixtures; Metal contamination; Model based clustering

Indexed keywords

ANTHROPOGENIC METALS; BULK SOILS; CHEMICAL CLUSTERS; CHEMICAL COMPOSITIONS; CHEMICAL CONCENTRATIONS; DATA SETS; ENVIRONMENTAL MEDIA; ENVIRONMENTAL SITE ASSESSMENT; ENVIRONMENTAL SITE ASSESSMENTS; FINITE MIXTURE MODELS; FINITE MIXTURES; METAL CONTAMINATION; MILITARY INSTALLATIONS; MODEL-BASED CLUSTERING; MULTI VARIATE ANALYSIS; NOVEL APPLICATIONS; QUANTITATIVE ASSESSMENTS; REFERENCE SOIL; RELATIVE ORDER; SITE INVESTIGATIONS; STATISTICAL INFERENCE;

EID: 70350619345     PISSN: 00489697     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2009.09.019     Document Type: Article
Times cited : (13)

References (48)
  • 2
    • 0027453616 scopus 로고
    • Model-based Gaussian and non-Gaussian clustering
    • Banfield J.D., and Raftery A.E. Model-based Gaussian and non-Gaussian clustering. Biometrics 49 (1993) 803-821
    • (1993) Biometrics , vol.49 , pp. 803-821
    • Banfield, J.D.1    Raftery, A.E.2
  • 3
    • 49649098862 scopus 로고    scopus 로고
    • Geochemical mapping of major and trace elements in soils from the Altiplano Potosino, Mexico: a multi-scale comparison
    • Chipres J.A., Salinas J.C., Castro-Larragoitia J., and Monroy M.G. Geochemical mapping of major and trace elements in soils from the Altiplano Potosino, Mexico: a multi-scale comparison. Geochem Explor Environ Anal 8 (2008) 279-290
    • (2008) Geochem Explor Environ Anal , vol.8 , pp. 279-290
    • Chipres, J.A.1    Salinas, J.C.2    Castro-Larragoitia, J.3    Monroy, M.G.4
  • 4
    • 43749098302 scopus 로고    scopus 로고
    • Heavy metals in soils: distribution, relationship with soil characteristics and radionuclides and multivariate assessment of contamination sources
    • Dragovic S., Mihailovic N., and Gajic B. Heavy metals in soils: distribution, relationship with soil characteristics and radionuclides and multivariate assessment of contamination sources. Chemosphere 72 (2008) 491-495
    • (2008) Chemosphere , vol.72 , pp. 491-495
    • Dragovic, S.1    Mihailovic, N.2    Gajic, B.3
  • 6
    • 18144430568 scopus 로고    scopus 로고
    • Multivariate outlier detection in exploration geochemistry
    • Filzmoser P., Garrett R.G., and Reimann C. Multivariate outlier detection in exploration geochemistry. Comput Geosci 31 (2005) 579-587
    • (2005) Comput Geosci , vol.31 , pp. 579-587
    • Filzmoser, P.1    Garrett, R.G.2    Reimann, C.3
  • 7
    • 0035998835 scopus 로고    scopus 로고
    • Model-based clustering, discriminant analysis, and density estimation
    • Fraley C., and Raftery A.E. Model-based clustering, discriminant analysis, and density estimation. J Am Stat Assoc 97 (2002) 611-631
    • (2002) J Am Stat Assoc , vol.97 , pp. 611-631
    • Fraley, C.1    Raftery, A.E.2
  • 10
    • 0004241258 scopus 로고    scopus 로고
    • Chapman and Hall/CRC, New York, NY
    • Gordon A.D. Classification (1999), Chapman and Hall/CRC, New York, NY
    • (1999) Classification
    • Gordon, A.D.1
  • 11
    • 34548668667 scopus 로고    scopus 로고
    • Regularized mixture discriminant analysis
    • Halbe Z., and Aladjem M. Regularized mixture discriminant analysis. Pattern Recogn Lett 28 (2007) 2104-2115
    • (2007) Pattern Recogn Lett , vol.28 , pp. 2104-2115
    • Halbe, Z.1    Aladjem, M.2
  • 15
    • 55749116172 scopus 로고    scopus 로고
    • Urban geochemical mapping studies: how and why we do them
    • Johnson C.C., and Ander E.L. Urban geochemical mapping studies: how and why we do them. Environ Geochem Health 30 (2008) 511-530
    • (2008) Environ Geochem Health , vol.30 , pp. 511-530
    • Johnson, C.C.1    Ander, E.L.2
  • 17
    • 0033177099 scopus 로고    scopus 로고
    • Statistical and spatial assessment of soil heavy metal contamination in areas of poorly recorded, complex sources of pollution Part 1: factor analysis for contamination assessment
    • Korre A. Statistical and spatial assessment of soil heavy metal contamination in areas of poorly recorded, complex sources of pollution Part 1: factor analysis for contamination assessment. Stoch Environ Res Risk Assess 13 (1999) 260-287
    • (1999) Stoch Environ Res Risk Assess , vol.13 , pp. 260-287
    • Korre, A.1
  • 18
    • 0033176937 scopus 로고    scopus 로고
    • Statistical and spatial assessment of soil heavy metal contamination in areas of poorly recorded, complex sources of pollution Part 2: Canonical correlation analysis and GIS for the assessment of contamination sources
    • Korre A. Statistical and spatial assessment of soil heavy metal contamination in areas of poorly recorded, complex sources of pollution Part 2: Canonical correlation analysis and GIS for the assessment of contamination sources. Stoch Environ Res Risk Assess 13 (1999) 288-316
    • (1999) Stoch Environ Res Risk Assess , vol.13 , pp. 288-316
    • Korre, A.1
  • 19
    • 1542617829 scopus 로고    scopus 로고
    • The use of multicomponent statistical analysis in hydrogeological environmental research
    • Lambrakis N., Antonakos A., and Panagopoulos G. The use of multicomponent statistical analysis in hydrogeological environmental research. Water Res 38 (2004) 1862-1872
    • (2004) Water Res , vol.38 , pp. 1862-1872
    • Lambrakis, N.1    Antonakos, A.2    Panagopoulos, G.3
  • 20
    • 29544431525 scopus 로고    scopus 로고
    • A comparison of methods for interpolating chaotic flows from discrete velocity data
    • Mancho A.M., Small D., and Wiggins S. A comparison of methods for interpolating chaotic flows from discrete velocity data. Comput Fluids 35 (2006) 416-428
    • (2006) Comput Fluids , vol.35 , pp. 416-428
    • Mancho, A.M.1    Small, D.2    Wiggins, S.3
  • 21
    • 0031425073 scopus 로고    scopus 로고
    • Fingerprinting arsenic contamination in the sediments of the Hylebos waterway, Commencement Bay Superfund Site, Tacoma, Washington
    • Mariner P.E., Holzmer F.J., Jackson R.E., White J.E., Wahl A.S., and Wolf F.G. Fingerprinting arsenic contamination in the sediments of the Hylebos waterway, Commencement Bay Superfund Site, Tacoma, Washington. Environ Eng Geosci 3 (1997) 359-368
    • (1997) Environ Eng Geosci , vol.3 , pp. 359-368
    • Mariner, P.E.1    Holzmer, F.J.2    Jackson, R.E.3    White, J.E.4    Wahl, A.S.5    Wolf, F.G.6
  • 22
    • 34547106798 scopus 로고    scopus 로고
    • Determination of the geochemical background in a metal mining site: example of the mining district of Linares (South Spain)
    • Martinez J., Llamas J., de Miguel E., Rey J., and Hidalgo M.C. Determination of the geochemical background in a metal mining site: example of the mining district of Linares (South Spain). J Geochem Explor 94 (2007) 19-29
    • (2007) J Geochem Explor , vol.94 , pp. 19-29
    • Martinez, J.1    Llamas, J.2    de Miguel, E.3    Rey, J.4    Hidalgo, M.C.5
  • 23
    • 33747889448 scopus 로고    scopus 로고
    • Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis
    • Mico C., Recatala L., Peris A., and Sanchez J. Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis. Chemosphere 65 (2006) 863-872
    • (2006) Chemosphere , vol.65 , pp. 863-872
    • Mico, C.1    Recatala, L.2    Peris, A.3    Sanchez, J.4
  • 24
    • 0032922950 scopus 로고    scopus 로고
    • Geochemistry of natural and anthropogenic fall-out (aerosol and precipitation) collected from the NW Mediterranean: two different multivariate statistical approaches
    • Molinaroli E., Pistolato M., Rampazzo G., and Guerzoni S. Geochemistry of natural and anthropogenic fall-out (aerosol and precipitation) collected from the NW Mediterranean: two different multivariate statistical approaches. Appl Geochem 14 (1999) 423-432
    • (1999) Appl Geochem , vol.14 , pp. 423-432
    • Molinaroli, E.1    Pistolato, M.2    Rampazzo, G.3    Guerzoni, S.4
  • 26
    • 34249039232 scopus 로고    scopus 로고
    • Graphical tools for quadratic discriminant analysis
    • Pardoe I., Yin X.R., and Cook R.D. Graphical tools for quadratic discriminant analysis. Technometrics 49 (2007) 172-183
    • (2007) Technometrics , vol.49 , pp. 172-183
    • Pardoe, I.1    Yin, X.R.2    Cook, R.D.3
  • 27
    • 33747590139 scopus 로고    scopus 로고
    • Application of stepwise discriminant analysis for the identification of salinity sources of groundwater
    • Petalas C., and Anagnostopoulos K. Application of stepwise discriminant analysis for the identification of salinity sources of groundwater. Water Resour Manag 20 (2006) 681-700
    • (2006) Water Resour Manag , vol.20 , pp. 681-700
    • Petalas, C.1    Anagnostopoulos, K.2
  • 28
    • 33645505223 scopus 로고    scopus 로고
    • Variable selection for model-based clustering
    • Raftery A.E., and Dean N. Variable selection for model-based clustering. J Am Stat Assoc 101 (2006) 168-178
    • (2006) J Am Stat Assoc , vol.101 , pp. 168-178
    • Raftery, A.E.1    Dean, N.2
  • 29
    • 0036764926 scopus 로고    scopus 로고
    • Trace-metal pollution of soils in northern England
    • Rawlins B.G., Lister T.R., and Mackenzie A.C. Trace-metal pollution of soils in northern England. Environ Geol 42 (2002) 612-620
    • (2002) Environ Geol , vol.42 , pp. 612-620
    • Rawlins, B.G.1    Lister, T.R.2    Mackenzie, A.C.3
  • 30
    • 0036180904 scopus 로고    scopus 로고
    • Factor analysis applied to regional geochemical data: problems and possibilities
    • Reimann C., Filzmoser P., and Garrett R.G. Factor analysis applied to regional geochemical data: problems and possibilities. Appl Geochem 17 (2002) 185-206
    • (2002) Appl Geochem , vol.17 , pp. 185-206
    • Reimann, C.1    Filzmoser, P.2    Garrett, R.G.3
  • 31
    • 18144411417 scopus 로고    scopus 로고
    • Background and threshold: critical comparison of methods of determination
    • Reimann C., Filzmoser P., and Garrett R.G. Background and threshold: critical comparison of methods of determination. Sci Total Environ 346 (2005) 1-16
    • (2005) Sci Total Environ , vol.346 , pp. 1-16
    • Reimann, C.1    Filzmoser, P.2    Garrett, R.G.3
  • 33
    • 0037305763 scopus 로고    scopus 로고
    • Distinguishing between natural and anthropogenic sources of metals entering the Irish Sea
    • Ridgway J., Breward N., Langston W.J., Lister R., Rees J.G., and Rowlatt S.M. Distinguishing between natural and anthropogenic sources of metals entering the Irish Sea. Appl Geochem 18 (2003) 283-309
    • (2003) Appl Geochem , vol.18 , pp. 283-309
    • Ridgway, J.1    Breward, N.2    Langston, W.J.3    Lister, R.4    Rees, J.G.5    Rowlatt, S.M.6
  • 37
    • 33847412764 scopus 로고    scopus 로고
    • The application of multivariate statistical methods for the evaluation of soil profiles
    • Sielaff K., and Einax J.W. The application of multivariate statistical methods for the evaluation of soil profiles. J Soils Sediments 7 (2007) 45-52
    • (2007) J Soils Sediments , vol.7 , pp. 45-52
    • Sielaff, K.1    Einax, J.W.2
  • 38
    • 33947586855 scopus 로고    scopus 로고
    • Baselines for trace elements and evaluation of environmental risk in soils of Almeria (SE Spain)
    • Sierra M., Martinez F.J., and Aguilar J. Baselines for trace elements and evaluation of environmental risk in soils of Almeria (SE Spain). Geoderma 139 (2007) 209-219
    • (2007) Geoderma , vol.139 , pp. 209-219
    • Sierra, M.1    Martinez, F.J.2    Aguilar, J.3
  • 40
    • 0037442814 scopus 로고    scopus 로고
    • Bayesian model-based cluster analysis for predicting macrofaunal communities
    • Ter Braak C.J.F., Hoijtink H., Akkermans W., and Verdonschot P.F.M. Bayesian model-based cluster analysis for predicting macrofaunal communities. Ecol Model 160 (2003) 235-248
    • (2003) Ecol Model , vol.160 , pp. 235-248
    • Ter Braak, C.J.F.1    Hoijtink, H.2    Akkermans, W.3    Verdonschot, P.F.M.4
  • 41
    • 37849005039 scopus 로고    scopus 로고
    • Concentrations and distributions of Ba, Cr, Sr, V, Al, and Fe in Torrelles soil profiles (Catalonia, Spain)
    • Tume P., Bech J., Tumec L., Reverter F., Longan L., and Cendoya P. Concentrations and distributions of Ba, Cr, Sr, V, Al, and Fe in Torrelles soil profiles (Catalonia, Spain). J Geochem Explor 96 (2008) 94-105
    • (2008) J Geochem Explor , vol.96 , pp. 94-105
    • Tume, P.1    Bech, J.2    Tumec, L.3    Reverter, F.4    Longan, L.5    Cendoya, P.6
  • 42
    • 70350622758 scopus 로고    scopus 로고
    • USEPA. Framework for metals risk assessment. EPA 120/R-07/001, 2007a.
    • USEPA. Framework for metals risk assessment. EPA 120/R-07/001, 2007a.
  • 43
    • 70350621676 scopus 로고    scopus 로고
    • USEPA. SW-846 On-Line. Chapter Three, Inorganic Analytes. Revision 4. http://www.epa.gov/waste/hazard/testmethods/sw846/pdfs/chap3.pdf, 2007b.
    • USEPA. SW-846 On-Line. Chapter Three, Inorganic Analytes. Revision 4. http://www.epa.gov/waste/hazard/testmethods/sw846/pdfs/chap3.pdf, 2007b.
  • 44
    • 34548713419 scopus 로고    scopus 로고
    • The application of positive matrix factorization in the analysis, characterisation and detection of contaminated soils
    • Vaccaro S., Sobiecka E., Contini S., Locoro G., Free G., and Gawlik B.M. The application of positive matrix factorization in the analysis, characterisation and detection of contaminated soils. Chemosphere 69 (2007) 1055-1063
    • (2007) Chemosphere , vol.69 , pp. 1055-1063
    • Vaccaro, S.1    Sobiecka, E.2    Contini, S.3    Locoro, G.4    Free, G.5    Gawlik, B.M.6
  • 46
    • 0034360396 scopus 로고    scopus 로고
    • Asymptotic inference for mixture models using data-dependent priors
    • Wasserman L. Asymptotic inference for mixture models using data-dependent priors. J R Stat Soc Ser B-Stat Methodol 62 (2000) 159-180
    • (2000) J R Stat Soc Ser B-Stat Methodol , vol.62 , pp. 159-180
    • Wasserman, L.1
  • 48
    • 12444303342 scopus 로고    scopus 로고
    • Use of finite mixture distribution theory to determine the criteria of cadmium concentrations in Taiwan farmland soils
    • Yang S.Y., and Chang W.L. Use of finite mixture distribution theory to determine the criteria of cadmium concentrations in Taiwan farmland soils. Soil Sci 170 (2005) 55-62
    • (2005) Soil Sci , vol.170 , pp. 55-62
    • Yang, S.Y.1    Chang, W.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.