Navegar

Colección

Datos Estadísticas

Artículo

Estamos trabajando para incorporar este artículo al repositorio
Consulte el artículo en la página del editor
Consulte la política de Acceso Abierto del editor

Abstract:

In this paper we describe the characteristics and the applications of the multivariate methods for spectroscopic and chromatographic techniques independent component analysis (ICA) and two-dimensional correlation spectroscopy (2DCOS) focused to their use in environmental studies. In our opinion, these methods are important because they allow to characterize environmental samples with different aims and scopes from those generally obtained by means of more common multivariate methods such as principal component analysis (PCA) and partial least squares (PLS). The new insights of these methods in recent environmental studies are reviewed and debated. © 2015 Elsevier B.V.

Registro:

Documento: Artículo
Título:Uncommon multivariate statistical methods for environmental studies: A review
Autor:Mecozzi, M.; Tudino, M.B.; Finoia, M.G.; Conti, M.E.
Filiación:Italian National Institute for Environmental Protection and Research, Laboratory of Chemometrics and Environmental Applications, Via di Castel Romano 100, Rome, 00128, Italy
INQUIMAE, Departamento de Química Inorgánica, Analítica y Química Física, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina
Italian National Institute for Environmental Protection and Research, Via Vitaliano Brancati 60, Rome, 00166, Italy
Department of Management, Sapienza University of Rome, Via del Castro Laurenziano 9, Rome, 00161, Italy
Palabras clave:Chromatographic analysis; Environmental studies; Independent component analysis; Multivariate methods; Spectroscopic analysis; Two-dimensional correlation spectroscopy
Año:2015
Volumen:6-7
Página de inicio:31
Página de fin:38
DOI: http://dx.doi.org/10.1016/j.teac.2015.02.002
Título revista:Trends in Environmental Analytical Chemistry
Título revista abreviado:Trends Environ. Anal. Chem.
ISSN:22141588
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_22141588_v6-7_n_p31_Mecozzi

Referencias:

  • Forina, M., Lanteri, S., Casale, M., (2007) J. Chromatogr. A, 1158, pp. 61-93
  • Brereton, R.G., (2000) Analyst, 125, pp. 2125-2154
  • Brereton, R.G., (2003) Chemometrics: Data Analysis for the Laboratory and Chemical Plant, , Hollis Horwood Series, Chichester
  • Daszykoeski, M., Serneels, S., Kaczmarek, K., Van Espen, P., Croux, C., Walczak, B., (2007) Chemom. Intel. Lab. Syst., 85, pp. 269-277
  • www.http://cran.r-project.org/web/packages/chemometrics/vignettes/chemometrics-vignette.pdf; Mecozzi, M., Pietroletti, M., Oteri, F., Di Mento, R., Applications of PCA to the monitoring of hydrocarbon content in marine sediments by means of gas chromatographic measurements (2012) Principal ComponentAnalysis - Engineering Applications, , arxiv:/www.intechopen.com, Intech Edition, S. Parinya (Ed.)
  • Zhao, Z.-Y., Chu, Y., Gu, J.-D., (2012) Ecotoxicology, 21, pp. 1743-1752
  • Ausili, A., Mecozzi, M., Gabellini, M., Ciuffa, G., Mellara, F., (1998) Water Sci. Technol., 37, pp. 131-138
  • Conti, M.E., Bocca, B., Iacobucci, M., Finoia, M.G., Mecozzi, M., Pino, A., Alimonti, A., (2010) Arch. Environ. Contam. Toxicol., 58, pp. 79-95
  • Conti, M.E., Stripeikis, J., Finoia, M.G., Tudino, M.B., (2012) Ecotoxicology, 21, pp. 1112-1125
  • Conti, M.E., Finoia, M.G., Bocca, B., Mele, G., Alimonti, A., Pino, A., (2012) Environ. Monit. Assess., 184, pp. 527-538
  • Conti, M.E., Stripeikis, J., Finoia, M.G., Tudino, M.B., (2011) Ecotoxicology, 20, pp. 1341-1353
  • Conti, M.E., Pino, A., Botrè, F., Bocca, B., Alimonti, A., (2009) Ecotox. Environ. Saf., 72, pp. 1082-1089
  • Conti, M.E., Iacobucci, M., Cucina, D., Mecozzi, M., (2007) Int. J. Environ. Pollut., 29, pp. 333-343
  • Karlsson, E.S., Brüchert, V., Tesi, T., Charkin, A., Dudarev, O., Semiletov, I., Gustafsson, Ö., (2015) Mar. Chem., 170, pp. 11-22
  • Wagner, H., Dunker, S., Liu, Z., Wilhelm, C., (2013) Curr. Opin. Biotechnol., 24, pp. 88-94
  • Moros, J., Cassella, R.J., Barciela-Alonso, M.C., Moreda-Piňeiro, A., Herbello-Hermelo, P., Bermejio-Barrera, P., Garrigues, S., de la Guardia, M., (2010) Vib. Spectrosc., 53, pp. 204-213
  • Armenta, S., De la Guardia, M., (2014) Trends Environ. Anal. Chem., 2, pp. 43-52
  • Mecozzi, M., (2005) Chemom. Intell. Lab. Syst., 79, pp. 84-90
  • Beltrán, J.L., Ferrer, R., Guiteras, J., (1998) Anal. Chim. Acta, 373, pp. 311-319
  • Rutledge, D.N., Bouveresse, J.-R., (2013) Trends Anal. Chem., 50, pp. 22-32
  • Noda, I., Ozaki, Y., (2004) Two-Dimensional Correlation Spectroscopy, Application in Vibrational and Optical Spectroscopy, , John Wiley & Sons, Chichester, UK
  • Christensen, J.H., Tomasi, G., (2007) J. Chromatogr. A, 1169, pp. 1-18
  • Noda, I., (2008) J. Mol. Struct., pp. 216-227
  • Engel, J., Gerretzen, J., Szymanska, E., Jansen, J.J., Downey, G., Blanchet, L., Buydens, L.M.C., (2013) Trends Anal. Chem., 50, pp. 96-106
  • Hyvärinen, A., Oja, E., (2000) Neural Network, 13, pp. 411-430
  • Wang, G., Ding, Q., Hou, Z., (2008) Trends Anal. Chem., 27, pp. 368-376
  • http://research.ics.aalto.fi/ica/fastica/; http://perso.telecom-paristech.fr/~cardoso/Algo/Jade/jadeR.m; http://www.uclac.uk/department/sobell/Research/RLemon/MILCA/MILCA, for MILCA; Mecozzi, M., submitted for publication; Szabo de Edeleny, F., Simonetti, A.W., Postma, G., Huo, R., Buydens, L.M.C., (2005) Anal. Chim. Acta, 544, pp. 36-46
  • Jouan-Rimbaud Bouveresse, D., Moya-González, A., Ammari, F., Rutledge, D.N., (2012) Chem. Int. Lab. Syst., 112, pp. 24-32
  • Monakhova, Y.B., Astakhov, S.A., Kraskov, A., Mustakhova, S.P., (2010) Chemom. Intell. Lab. Syst., 103, pp. 108-115
  • Ammari, F., Cordella, C.B., Boughamn, N., Rutledge, D.N., (2012) Chemom. Intell. Lab. Syst., 113, pp. 32-42
  • Pasadakis, N., Kardamakis, A.A., (2006) Anal. Chim. Acta, 578, pp. 250-255
  • Kardamakis, A.A., Mouchtaris, A., Pasadakis, N., (2007) Chemom. Intell. Lab. Syst., 89, pp. 51-58
  • Mecozzi, M., Pietroletti, M., Scarpiniti, M., Acquistucci, R., Conti, M.E., (2012) Environ. Monit. Assess., 184, pp. 6025-6036
  • Calace, N., Pietroletti, M., Petronio, B.M., Scarpiniti, M., Mecozzi, M., (2011) Int. J. Environ. Health, 5, pp. 246-261
  • Monakhova, Y.B., Tsikin, A.M., Mushtakova, S.P., Mecozzi, M., (2015) Microchem. J., 118, pp. 211-222
  • Mecozzi, M., Pietroletti, M., Tornambè, A., (2011) Spectrochim. Acta Part A, 78, pp. 1572-1580
  • Mecozzi, M., Monakhova, Y.B., (2013) Int. J. Environ. Health, 6, pp. 235-251
  • Pasadakis, N., Gaganis, V., Smaragdis, P., http://www.merl.com/publications/docs/TR2003-140.pdf; Monakhova, Y.B., Kolesnikova, S., Mushtakova, S.P., (2013) Anal. Methods, 5, pp. 2761-2772
  • Gao, L., Ren, S., (2012) J. Fluoresc., 22, pp. 1595-1602
  • Pietroletti, M., Mattiello, S., Moscato, F., Oteri, F., Mecozzi, M., (2012) Chromatographia, 75, pp. 961-971
  • Liu, Z., Cai, W., Shao, X., (2008) J. Chromatogr. A, 1190, pp. 358-364
  • Debrus, B., Lebrun, P., Ceccato, A., Caliaro, G., Govaerts, B., Olsen, B.A., Rozet, E., Hubert, P., (2009) Talanta, 79, pp. 77-85
  • de, P., Harrington, B., Urbas, A., Tandler, P.J., (2000) Chem. Intell. Lab. Syst., 50, pp. 149-174
  • Pazderka, T., Kopecky, V., http://dsp.vscht.cz/konference:matlab/MATLAB08/prispevky/081_pazderka.pdf; Šašic, S., Amari, T., Ozaki, Y., (2001) Anal. Chem., 73, pp. 5184-5190
  • Šašic, S., Jiang, J., Ozaki, Y., (2003) Chem. Intell. Lab. Syst., 65, pp. 1-15
  • Mecozzi, M., Pietroletti, M., Di Mento, R., (2007) Vib. Spectrosc., 44, pp. 228-235
  • Mecozzi, M., Pietrantonio, E., Pietroletti, M., (2009) Spectrochim. Acta Part A, 71, pp. 1874-1877
  • Hussain, A., Abdulla, N., Minor, E.C., Hatcher, P.G., (2010) Environ. Sci. Technol., 44, pp. 8044-8049
  • Hur, J., Young Jung, K., Mee Young, Y., (2011) Water Res., 45, pp. 2965-2974
  • Hur, J., Lee, B.M., Choi, K.S., Min, B., (2014) Environ. Sci. Pollut. Res., 21, pp. 2230-2239
  • Nakashima, K., Xing, S., Gong, Y., Miyajima, T., (2008) J. Mol. Struct., pp. 155-159
  • Mecozzi, M., Pietroletti, M., Gallo, V., Conti, M.E., (2009) Mar. Chem., 116, pp. 18-35
  • Mecozzi, M., Acquistucci, R., Nisini, L., Conti, M.E., (2014) Infrared Phys. Technol., 63, pp. 74-83
  • Li, H., Minor, E.C., Zigah, P.K., (2013) Org. Geochem., 58, pp. 125-136
  • Harvey, O.R., Herbert, B.E., Kuo, L., Louchouarn, P., (2012) Environ. Sci. Technol., 46, pp. 10641-10650
  • Yan, W., Zhang, J., Jing, C., (2013) J. Colloid Interface Sci., 390, pp. 196-209
  • Pietroletti, M., Capobianco, A., Ragosta, E., Mecozzi, M., (2010) Spectrochim. Acta A, 77, pp. 673-679
  • Zhou, X., Xiang, B., Zhang, M., (2013) Anal. Lett., 46, pp. 340-348
  • Helland, I.S., (2001) Chemom. Intell. Lab. Syst., 58, pp. 97-107
  • Noda, I., (2010) J. Mol. Struct., 974, pp. 108-115
  • Mecozzi, M., Sturchio, E., (2015) Spectrochim. Acta A, 137, pp. 90-98
  • Fraser, G.S., Ellis, J., Hussain, L., (2008) Mar. Poll. Bull., 56, pp. 9-13
  • Wang, G., Karnes, J., Bunker, C.E., Lei Geng, M., (2006) J. Mol. Struct., 799, pp. 247-252
  • Mecozzi, M., Pietroletti, M., Trifirò, G., Nisini, L., (2014) Mar. Chem., 159, pp. 9-18
  • Chen, Z., Hay, J.N., Jenkins, M.J., (2012) Eur. Polym. J., 48, pp. 1586-1610

Citas:

---------- APA ----------
Mecozzi, M., Tudino, M.B., Finoia, M.G. & Conti, M.E. (2015) . Uncommon multivariate statistical methods for environmental studies: A review. Trends in Environmental Analytical Chemistry, 6-7, 31-38.
http://dx.doi.org/10.1016/j.teac.2015.02.002
---------- CHICAGO ----------
Mecozzi, M., Tudino, M.B., Finoia, M.G., Conti, M.E. "Uncommon multivariate statistical methods for environmental studies: A review" . Trends in Environmental Analytical Chemistry 6-7 (2015) : 31-38.
http://dx.doi.org/10.1016/j.teac.2015.02.002
---------- MLA ----------
Mecozzi, M., Tudino, M.B., Finoia, M.G., Conti, M.E. "Uncommon multivariate statistical methods for environmental studies: A review" . Trends in Environmental Analytical Chemistry, vol. 6-7, 2015, pp. 31-38.
http://dx.doi.org/10.1016/j.teac.2015.02.002
---------- VANCOUVER ----------
Mecozzi, M., Tudino, M.B., Finoia, M.G., Conti, M.E. Uncommon multivariate statistical methods for environmental studies: A review. Trends Environ. Anal. Chem. 2015;6-7:31-38.
http://dx.doi.org/10.1016/j.teac.2015.02.002