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Volumn 76, Issue 4, 2009, Pages 565-571

PLS-EP algorithm to predict aluminum content in soils of Beskid Mountains region

Author keywords

Aluminum forms; Forest soils; Multiple outliers; PLS EP

Indexed keywords

ALUMINUM; DATA ACQUISITION; STATISTICS;

EID: 67349260768     PISSN: 00456535     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemosphere.2009.02.057     Document Type: Article
Times cited : (15)

References (35)
  • 1
    • 2642571577 scopus 로고    scopus 로고
    • Setup and optimization of a PLS regression model for predicting element contents in river sediments
    • Aulinger A., Einax J.W., and Prange A. Setup and optimization of a PLS regression model for predicting element contents in river sediments. Chemometr. Intell. Lab. 72 (2004) 35-41
    • (2004) Chemometr. Intell. Lab. , vol.72 , pp. 35-41
    • Aulinger, A.1    Einax, J.W.2    Prange, A.3
  • 2
    • 15544386015 scopus 로고
    • The distribution of an arbitrary studentized residual and the effects of updating in multiple regression
    • Beckman R.J., and Trussell H.J. The distribution of an arbitrary studentized residual and the effects of updating in multiple regression. J. Am. Stat. Assoc. 69 (1974) 199-201
    • (1974) J. Am. Stat. Assoc. , vol.69 , pp. 199-201
    • Beckman, R.J.1    Trussell, H.J.2
  • 3
    • 24344501748 scopus 로고    scopus 로고
    • Factors controlling spatial distribution of soil acidification and Al forms in forest soils
    • Boruvka L., Mladkova L., and Drabek O. Factors controlling spatial distribution of soil acidification and Al forms in forest soils. J. Inorg. Biochem. 99 (2005) 1796-1806
    • (2005) J. Inorg. Biochem. , vol.99 , pp. 1796-1806
    • Boruvka, L.1    Mladkova, L.2    Drabek, O.3
  • 4
    • 84972496372 scopus 로고
    • Influential observations, high leverage points, and outliers in linear regression
    • Chatterjee S., and Hadi A.S. Influential observations, high leverage points, and outliers in linear regression. Stat. Sci. 1 (1986) 379-416
    • (1986) Stat. Sci. , vol.1 , pp. 379-416
    • Chatterjee, S.1    Hadi, A.S.2
  • 5
    • 0034692445 scopus 로고    scopus 로고
    • Multivariate calibration applied to a highly interfering chemical system. The simultaneous spectrophotometric determination of aluminium and iron in plants using xylenol orange and partial least-squares regression
    • Coscione A.R., deAndrade J.C., Popi R.J., Mello C., vanRaij B., and deAbreu M.F. Multivariate calibration applied to a highly interfering chemical system. The simultaneous spectrophotometric determination of aluminium and iron in plants using xylenol orange and partial least-squares regression. Anal. Chim. Acta 423 (2000) 31-40
    • (2000) Anal. Chim. Acta , vol.423 , pp. 31-40
    • Coscione, A.R.1    deAndrade, J.C.2    Popi, R.J.3    Mello, C.4    vanRaij, B.5    deAbreu, M.F.6
  • 8
    • 0141727553 scopus 로고    scopus 로고
    • Microbiological properties in acidic forest soils with special consideration of KCl extractable Al
    • Illmer P., Obertegger U., and Schinner F. Microbiological properties in acidic forest soils with special consideration of KCl extractable Al. Water Air Soil Poll. 148 (2003) 3-14
    • (2003) Water Air Soil Poll. , vol.148 , pp. 3-14
    • Illmer, P.1    Obertegger, U.2    Schinner, F.3
  • 9
    • 0001247934 scopus 로고
    • A note on the use of principal components in regression
    • Joliffe I.T. A note on the use of principal components in regression. Appl. Stat. - J. Roy. Stat. C 31 (1982) 300-303
    • (1982) Appl. Stat. - J. Roy. Stat. C , vol.31 , pp. 300-303
    • Joliffe, I.T.1
  • 10
    • 0027284874 scopus 로고
    • Understanding and using genetic algorithms. Part I. Concepts, properties and context
    • Lucasius C.B., and Kateman G. Understanding and using genetic algorithms. Part I. Concepts, properties and context. Chemometr. Intell. Lab. 19 (1993) 1-33
    • (1993) Chemometr. Intell. Lab. , vol.19 , pp. 1-33
    • Lucasius, C.B.1    Kateman, G.2
  • 11
    • 0001988497 scopus 로고
    • Multivariate calibration by data compression
    • Williams P.C., and Norris K. (Eds), American Association of Cereal Chemists, St. Paul, Minnesota
    • Martens H., and Naes T. Multivariate calibration by data compression. In: Williams P.C., and Norris K. (Eds). Near-Infrared Technology in Agricultural and Food Industries (1987), American Association of Cereal Chemists, St. Paul, Minnesota 57-87
    • (1987) Near-Infrared Technology in Agricultural and Food Industries , pp. 57-87
    • Martens, H.1    Naes, T.2
  • 13
    • 0000553207 scopus 로고
    • Least median of squares: a robust method for outlier and model error detection in regression and calibration
    • Massart D.L., Kaufman L., Rousseeuw P.J., and Leroy A. Least median of squares: a robust method for outlier and model error detection in regression and calibration. Anal. Chim. Acta 187 (1986) 171-179
    • (1986) Anal. Chim. Acta , vol.187 , pp. 171-179
    • Massart, D.L.1    Kaufman, L.2    Rousseeuw, P.J.3    Leroy, A.4
  • 16
    • 33344464548 scopus 로고    scopus 로고
    • Factors influencing distribution of different Al forms in forest soils of the Jizerské Hory Mts
    • Mládková L., Borůvka L., Drabek O., and Vašát R. Factors influencing distribution of different Al forms in forest soils of the Jizerské Hory Mts. J. Forest Sci. 52 (2006) 87-92
    • (2006) J. Forest Sci. , vol.52 , pp. 87-92
    • Mládková, L.1    Borůvka, L.2    Drabek, O.3    Vašát, R.4
  • 17
    • 11044235779 scopus 로고    scopus 로고
    • Application of PLS and back-propagation neural networks for the estimation of soil properties
    • Ramadan Z., Hopke P.K., Johnson M.J., and Scow K.M. Application of PLS and back-propagation neural networks for the estimation of soil properties. Chemometr. Intell. Lab. 75 (2005) 23-30
    • (2005) Chemometr. Intell. Lab. , vol.75 , pp. 23-30
    • Ramadan, Z.1    Hopke, P.K.2    Johnson, M.J.3    Scow, K.M.4
  • 18
    • 84950968334 scopus 로고
    • Least median of squares regression
    • Rousseeuw P.J. Least median of squares regression. J. Am. Stat. Assoc. 79 (1984) 871-880
    • (1984) J. Am. Stat. Assoc. , vol.79 , pp. 871-880
    • Rousseeuw, P.J.1
  • 19
    • 0002564033 scopus 로고
    • Multivariate Estimation with High Breakdown Point
    • Grossmann W., Pflug G., Vincze I., and Wertz W. (Eds), Reidel, Dordrecht
    • Rousseeuw P.J. Multivariate Estimation with High Breakdown Point. In: Grossmann W., Pflug G., Vincze I., and Wertz W. (Eds). Mathematical Statistics and Applications vol. B (1985), Reidel, Dordrecht 283-297
    • (1985) Mathematical Statistics and Applications , vol.B , pp. 283-297
    • Rousseeuw, P.J.1
  • 22
    • 84909762139 scopus 로고
    • Trimmed least squares estimation in linear model
    • Ruppert D., and Carroll R.J. Trimmed least squares estimation in linear model. J. Am. Stat. Assoc. 75 (1980) 828-838
    • (1980) J. Am. Stat. Assoc. , vol.75 , pp. 828-838
    • Ruppert, D.1    Carroll, R.J.2
  • 23
    • 0000972131 scopus 로고
    • Robust regression using repeated median
    • Siegel A.F. Robust regression using repeated median. Biometrika 69 (1982) 242-244
    • (1982) Biometrika , vol.69 , pp. 242-244
    • Siegel, A.F.1
  • 24
    • 0036712286 scopus 로고    scopus 로고
    • Exploratory analysis of data sets with missing elements and outliers
    • Smoliński A., Walczak B., and Einax J.W. Exploratory analysis of data sets with missing elements and outliers. Chemosphere 49 (2002) 233-245
    • (2002) Chemosphere , vol.49 , pp. 233-245
    • Smoliński, A.1    Walczak, B.2    Einax, J.W.3
  • 25
    • 0000487676 scopus 로고
    • The relationship between organic matter content and exchangeable aluminium in acid soil
    • Thomas G.W. The relationship between organic matter content and exchangeable aluminium in acid soil. Soil. Sci. Soc. Am. J. 39 (1976) 591-598
    • (1976) Soil. Sci. Soc. Am. J. , vol.39 , pp. 591-598
    • Thomas, G.W.1
  • 26
    • 0034790055 scopus 로고    scopus 로고
    • Controlling mechanisms of aluminium in soil solution-an evaluation of 180 podzolic forest soils
    • Van Hees P., Lundström U., Danielsson R., and Nyberg L. Controlling mechanisms of aluminium in soil solution-an evaluation of 180 podzolic forest soils. Chemosphere 45 (2001) 1091-1101
    • (2001) Chemosphere , vol.45 , pp. 1091-1101
    • Van Hees, P.1    Lundström, U.2    Danielsson, R.3    Nyberg, L.4
  • 27
    • 0029013350 scopus 로고
    • Outlier detection in multivariate calibration
    • Walczak B. Outlier detection in multivariate calibration. Chemometr. Intell. Lab. 28 (1995) 259-272
    • (1995) Chemometr. Intell. Lab. , vol.28 , pp. 259-272
    • Walczak, B.1
  • 28
    • 0028999628 scopus 로고
    • Outlier detection in bilinear calibration
    • Walczak B. Outlier detection in bilinear calibration. Chemometr. Intell. Lab. 29 (1995) 63-73
    • (1995) Chemometr. Intell. Lab. , vol.29 , pp. 63-73
    • Walczak, B.1
  • 29
    • 0028946808 scopus 로고
    • Robust principal components regression as a detection tool for outliers
    • Walczak B., and Massart D.L. Robust principal components regression as a detection tool for outliers. Chemometr. Intell. Lab. 27 (1995) 41-54
    • (1995) Chemometr. Intell. Lab. , vol.27 , pp. 41-54
    • Walczak, B.1    Massart, D.L.2
  • 31
    • 24344435152 scopus 로고    scopus 로고
    • Assessment of potentially reactive pools of aluminium in poor forest soils using two methods of fractionation analysis
    • Walna B., Spychalski W., and Siepak J. Assessment of potentially reactive pools of aluminium in poor forest soils using two methods of fractionation analysis. J. Inorg. Biochem. 99 (2005) 1807-1816
    • (2005) J. Inorg. Biochem. , vol.99 , pp. 1807-1816
    • Walna, B.1    Spychalski, W.2    Siepak, J.3
  • 32
    • 0001877951 scopus 로고
    • Soft modeling: the basic design and some extensions
    • Jöreskog K.G., and Wold H. (Eds), North-Holland, Amsterdam
    • Wold H. Soft modeling: the basic design and some extensions. In: Jöreskog K.G., and Wold H. (Eds). Systems Under Indirect Observation: Causality, Structure, Prediction (1981), North-Holland, Amsterdam 1-54
    • (1981) Systems Under Indirect Observation: Causality, Structure, Prediction , pp. 1-54
    • Wold, H.1
  • 33
    • 84951601886 scopus 로고
    • Cross-validatory estimation of the number of components in factor and principal components models
    • Wold S. Cross-validatory estimation of the number of components in factor and principal components models. Technometrics 20 (1978) 397-406
    • (1978) Technometrics , vol.20 , pp. 397-406
    • Wold, S.1
  • 35
    • 33845190306 scopus 로고    scopus 로고
    • The role of soil organic matter and short-range ordered aluminosilicates in controlling the activity of aluminium in soil solutions of volcanic ash soils
    • Yagasaki Y., Mulder J., and Okazaki M. The role of soil organic matter and short-range ordered aluminosilicates in controlling the activity of aluminium in soil solutions of volcanic ash soils. Geoderma 137 (2006) 40-57
    • (2006) Geoderma , vol.137 , pp. 40-57
    • Yagasaki, Y.1    Mulder, J.2    Okazaki, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.