Evaluation Of The Use Of Chemometric Methods In Soil Analysis [avaliação Do Uso De Métodos Quimiométricos Em Análise De Solos]

dc.creatorDe Sena M.M.
dc.creatorPoppi R.J.
dc.creatorFrighetto R.T.S.
dc.creatorValarini P.J.
dc.date2000
dc.date2015-06-30T19:48:15Z
dc.date2015-11-26T14:46:26Z
dc.date2015-06-30T19:48:15Z
dc.date2015-11-26T14:46:26Z
dc.date.accessioned2018-03-28T21:56:09Z
dc.date.available2018-03-28T21:56:09Z
dc.identifier
dc.identifierQuimica Nova. , v. 23, n. 4, p. 547 - 556, 2000.
dc.identifier1004042
dc.identifier
dc.identifierhttp://www.scopus.com/inward/record.url?eid=2-s2.0-0010315190&partnerID=40&md5=b2cddb27969a7ff1af2611f282a54de6
dc.identifierhttp://www.repositorio.unicamp.br/handle/REPOSIP/106983
dc.identifierhttp://repositorio.unicamp.br/jspui/handle/REPOSIP/106983
dc.identifier2-s2.0-0010315190
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/1252841
dc.descriptionOne of the major interests in soil analysis is the evaluation of its chemical, physical and biological parameters, which are indicators of soil quality (the most important is the organic matter). Besides there is a great interest in the study of humic substances and on the assessment of pollutants, such as pesticides and heavy metals, in soils. Chemometrics is a powerful tool to deal with these problems and can help soil researchers to extract much more information from their data. In spite of this, the presence of these kinds of strategies in the literature has obtained projection only recently. The utilization of chemometric methods in soil analysis is evaluated in this article. The applications will be divided in four parts (with emphasis in the first two): (i) descriptive and exploratory methods based on Principal Component Analysis (PCA); (ii) multivariate calibration methods (MLR, PCR and PLS); (iii) methods such as Evolving Factor Analysis and SIMPLISMA; and (iv) artificial intelligence methods, such as Artificial Neural Networks.
dc.description23
dc.description4
dc.description547
dc.description556
dc.descriptionBruns, R.E., Faigle, J.F.G., (1985) Quim. Nova, 4, p. 84
dc.descriptionTorstensson, L., Pell, M., Stenberg, B., (1998) Ambio, 27, p. 4
dc.descriptionPiccolo, A., (1996) Humic Substances in Terrestrial Ecosystems, , Elsevier Science B. V.
dc.descriptionAmsterdam
dc.descriptionMartens, H., Naes, T., (1989) Multivariate Calibration, pp. 97-108. , John Wiley & Sons
dc.descriptionNew York
dc.descriptionGeladi, P., Kowalski, B.R., (1986) Anal. Chim. Acta, 185, p. 1
dc.descriptionZampronio, C.G., (1998), pp. 30-40. , Dissertação de Mestrado, UNICAMP, CampinasJöreskog, K.G., Klovan, J.E., Reyment, R.A., (1976) Geological Factor Analysis, p. 59. , Elsevier
dc.descriptionAmsterdam
dc.descriptionForina, M., Armanino, C., Lanteri, S., Leardi, R., (1988) J. Chemom., 3, p. 115
dc.descriptionSena, M.M., Poppi, R.J., Frighetto, R.T.S., Valarini, P.J., (1999) Livro de Resumos, , AB-073, 22 a R. A. da SBQ, Poços de Caldas
dc.descriptionSena, M.M., Poppi, R.J., Frighetto, R.T.S., Valarini, P.J., (1998) 38 o Congresso Brasileiro de Química, pp. 107-108. , São Luís
dc.descriptionWise, B.M., Gallagher, N.B., (1998) PLS Toolbox 2.0, pp. 16-24. , Eigenvector Research Inc., Manson
dc.descriptionStenberg, B., Pell, M., Torstensson, L., (1998) Ambio, 27, p. 9
dc.descriptionNolin, M.C., Wang, C., Caillier, M.J., (1989) Can. J. Soil Sci., 69, p. 525
dc.descriptionNémeth, T., Borszéki, J., Gegus, E., (1993) Can. J. Appl. Spectrosc., 38, p. 121
dc.descriptionGonzález-Prieto, S.J., Villar, M.C., Carballas, M., Carballas, T., (1992) Plant Soil, 144, p. 31
dc.descriptionHorwath, W.R., Elliot, L.F., Steiner, J.J., Davis, J.H., Griffith, S.M., (1998) J. Environ. Qual., 27, p. 225
dc.descriptionQuiroga, A.R., Buschiazzo, D.E., Peinemann, N., (1998) Soil Sci., 163, p. 591
dc.descriptionMcCoy, E.L., (1998) Agron. J., 90, p. 411
dc.descriptionLundstrom, U.S., Nyberg, L., Danielsson, R., Van Hees, P.A.W., Andersson, M., (1998) Ambio, 27, p. 551
dc.descriptionDuffy, B.K., Ownley, B.H., Weller, D.M., (1997) Phytopathology, 87, p. 1118
dc.descriptionHenderson, T.L., Szilagyi, A., Baumgardner, M.F., Chen, C.T., Landgrebe, D.A., (1989) Soil Sci. Soc. Am. J., 53, p. 1778
dc.descriptionStenberg, B., Nordkvist, E., Salomonsson, L., (1995) Soil Sci., 159, p. 109
dc.descriptionSchulten, H.F., Hempfling, R., (1992) Plant Soil, 142, p. 259
dc.descriptionKrieg, M., Einax, J., (1994) Fresenius J. Anal. Chem., 348, p. 490
dc.descriptionDavies, B.E., (1997) Wat. Air Soil Poll., 94, p. 85
dc.descriptionWang, P.X., Qu, E.F., Li, Z.B., Shuman, L.M., (1997) J. Environ. Qual., 26, p. 795
dc.descriptionCarlosena, A., Andrade, J.M., Prada, D., (1998) Talanta, 47, p. 753
dc.descriptionSena, M.M., (1996), pp. 17-32. , Dissertação de Mestrado, UNICAMP, CampinasJuang, K.W., Lee, D.Y., (1998) J. Environ. Qual., 27, p. 355
dc.descriptionKroonenberg, P.M., (1983) Three Mode Principal Component Analysis: Theory and Applications, , DSWO, Leiden
dc.descriptionHenrion, R., (1993) J. Chemom., 7, p. 477
dc.descriptionKokot, S., King, G., Keller, H.L., Massart, D.L., (1992) Anal. Chim. Acta, 259, p. 267
dc.descriptionPyle, S.M., Nocerino, J.M., Deming, S.N., Palasota, J.A., Palasot, J.M., Miller, E.L., Hillman, D.C., Nichols, K.D., (1996) Environ. Sci. Technol., 30, p. 204
dc.descriptionVogt, N.B., Brakstad, F., Thrane, K., Nordenson, S., Krane, J., Aamot, E., Kolset, K., Steinnes, E., (1987) Environ. Sci. Technol., 21, p. 35
dc.descriptionSteinheimer, T.R., Pfeiffer, R.L., Scoggin, K.D., (1994) Anal. Chem., 66, p. 645
dc.descriptionAlmendros, G., (1995) Eur. J. Soil Sci., 46, p. 287
dc.descriptionElejalde, C., Herranz, M., Romero, F., Legarda, F., (1996) Wat. Air Soil Poll., 89, p. 23
dc.descriptionBeebe, K.R., Kowalski, B.R., (1987) Anal. Chem., 59, pp. 1007A
dc.descriptionWetzel, D.L., (1983) Anal. Chem., 55, pp. 1165A
dc.descriptionTomé Jr., J.B., (1997) Manual para a Interpretação de Análise de Solo, pp. 59-87. , Liv. e Ed. Agropecuária
dc.descriptionGuaíba
dc.descriptionSudduth, K.A., Hummel, J.W., (1991) Trans. ASAE, 34, p. 1900
dc.descriptionCondit, H.R., (1970) Photogrammetric Eng., 36, p. 955. , Citado em: (39)
dc.descriptionArocena, J.M., Pawluk, S., Dudas, M.J., Gajdostik, A., (1995) Can. J. Soil Sci., 75, p. 327
dc.descriptionWander, M.M., Traina, S.J., (1996) Soil Sci. Soc. Am. J., 60, p. 1087
dc.descriptionKaiser, K., Guggenberger, G., Haumaier, L., Zech, W., (1997) Eur. J. Soil Sci., 48, p. 301
dc.descriptionNiemeyer, J., Chen, Y., Bollag, J.M., (1992) Soil Sci. Soc. Am. J., 56, p. 135
dc.descriptionDalal, R.C., Henry, R.J., (1986) Soil Sci. Soc. Am. J., 50, p. 120
dc.descriptionBen-Dor, E., Banin, A., (1995) Soil Sci. Soc. Am. J., 59, p. 364
dc.descriptionCouillard, A., Turgeon, A.J., Shenk, J.S., Westerhaus, M.O., (1997) Crop Sci., 37, p. 1554
dc.descriptionSudduth, K.A., Hummel, J.W., (1993) Trans. ASAE, 36, p. 185
dc.descriptionSudduth, K.A., Hummel, J.W., (1993) Trans. ASAE, 36, p. 1571
dc.descriptionMasserschimidt, I., Cuelbas, C.J., Poppi, R.J., Andrade, J.C., Abreu, C.A., Davanzo, C.U., (1999) J. Chemom., 13, p. 265
dc.descriptionFidêncio, P.H., Poppi, R.J., Cantarella, H., Andrade, J.C., (1999) Uso de Espectroscopia NIR e Calibração Multivariada para a Determinação de Matéria Orgânica Em Solos, p. 8. , 1 a Escola de Verão em Quimiometria na PUC-Rio, Rio de Janeiro
dc.descriptionJanik, L.J., Skjemstand, J.O., Raven, M.D., (1995) Aust. J. Soil Res., 33, p. 621
dc.descriptionJanik, L.J., Skjemstand, J.O., (1995) Aust. J. Soil Res., 33, p. 637
dc.descriptionHämäläinen, M., Albano, C., (1992) J. Chemom., 6, p. 41
dc.descriptionDel Olmo, M., Díez, C., Molina, A., De Orbe, I., Vilchez, J.L., (1996) Anal. Chim. Acta, 335, p. 23
dc.descriptionGalera, M.M., Vidal, J.L.M., Frenich, A.G., Parrilla, P., (1994) Analyst, 119, p. 1189
dc.descriptionGalera, M.M., Vidal, J.L.M., Frenich, A.G., Garcia, M.D.G., (1996) J. Chromatogr. A, 727, p. 39
dc.descriptionGalera, M.M., Vidal, J.L.M., Frenich, A.G., Garcia, M.D.G., (1997) J. Chromatogr. A, 778, p. 139
dc.descriptionGarcia, M.D.G., Frenich, A.G., Vidal, J.L.M., Galera, M.M., De La Peña, A.M., Salinas, F., (1997) Anal. Chim. Acta, 348, p. 177
dc.descriptionVidal, J.L.M., Garcia, M.D.G., Galera, M.M., Frenich, A.G., (1997) Anal. Lett., 30, p. 2409
dc.descriptionSánchez, E., Kowalski, B.R., (1986) Anal. Chem., 58, p. 496
dc.descriptionBro, R., (1997) Chemom. Intell. Lab. Syst., 35, p. 149
dc.descriptionBro, R., (1996) J. Chemom., 10, p. 47
dc.descriptionSeverson, R.C., Gough, L.P., (1992) J. Environ. Qual., 21, p. 353
dc.descriptionBolton, K.A., Evans, L.J., (1996) Can. J. Soil Sci., 76, p. 183
dc.descriptionVan Der Velde, E.G., Ramlal, M.R., Van Beuzekom, A.C., Hoogerbrugge, R., (1994) J. Chromatogr. A, 693, p. 125
dc.descriptionRobertson, K., (1994) J. Environ. Qual., 23, p. 805
dc.descriptionRobertson, K., Klemedtsson, L., (1996) Plant Soil, 178, p. 49
dc.descriptionShen, X.Q., Chen, B., Zhang, T.H., Li, F.L., Wen, B., Qian, J., (1997) Sci. Total Environ., 199, p. 237
dc.descriptionPalmborg, C., Bringmark, L., Bringmark, E., Nordgren, A., (1998) Ambio, 27, p. 53
dc.descriptionMaeder, M., Zilian, A., (1988) Chemom. Intell. Lab. Syst., 3, p. 205
dc.descriptionSilva, C.S.P.C.O., Da Silva, J.C.G.E., Machado, A.A.S.C., (1994) Appl. Spectrosc., 48, p. 363
dc.descriptionWindig, W., Heckler, C.E., Agblevor, F.A., Evans, R.J., (1992) Chemom. Intell. Lab. Syst., 14, p. 195
dc.descriptionDa Silva, J.C.G.E., Ferreira, M.A., Machado, A.A.S.C., Rey, F., (1996) Anal. Chim. Acta, 333, p. 71
dc.descriptionDa Silva, J.C.G.E., Machado, A.A.S.C., Ramos, M.A., Arce, F., Rey, F., (1996) Environ. Sci. Technol., 30, p. 3155
dc.descriptionDa Silva, J.C.G.E., Machado, A.A.S.C., Silva, C.S.P.C.O., (1996) Anal. Chim. Acta, 318, p. 365
dc.descriptionDa Silva, J.C.G.E., Machado, A.A.S.C., (1997) Analyst, 122, p. 1299
dc.descriptionMachado, A.A.S.C., Da Silva, J.C.G.E., (1993) Chemom. Intell. Lab. Syst., 19, p. 155
dc.descriptionDa Silva, J.C.G.E., Machado, A.A.S.C., (1995) Chemom. Intell. Lab. Syst., 27, p. 115
dc.descriptionMachado, A.A.S.C., Da Silva, J.C.G.E., Garcia, T.M.O., (1995) Appl. Spectrosc., 49, p. 1500
dc.descriptionDa Silva, J.C.G.E., Machado, A.A.S.C., Silva, M.A.B.A., (1998) Wat. Res., 32, p. 441
dc.descriptionDa Silva, J.C.G.E., Machado, A.A.S.C., Ramos, M.A., Arce, F., Rey, F., (1997) Environ. Toxicol. Chem., 16, p. 1845
dc.descriptionDa Silva, J.C.G.E., Machado, A.A.S.C., (1994) Talanta, 41, p. 2095
dc.descriptionDa Silva, J.C.G.E., Machado, A.A.S.C., Oliveira, C.J.S., (1996) Analyst, 121, p. 1373
dc.descriptionMachado, A.A.S.C., Da Silva, J.C.G.E., Maia, J.A.C., (1994) Anal. Chim. Acta, 292, p. 121
dc.descriptionDa Silva, J.C.G.E., Machado, A.A.S.C., Oliveira, C.J.S., (1997) Anal. Chim. Acta, 349, p. 23
dc.descriptionBratchell, N., (1989) Chemom. Intell. Lab. Syst., 6, p. 105
dc.descriptionZupan, J., Gasteiger, J., (1993) Neural Networks for Chemists: An Introduction, pp. 119-148. , VCH
dc.descriptionNew York
dc.descriptionGao, C., Govind, R., Tabak, H.H., (1996) Environ. Toxicol. Chem., 15, p. 1089
dc.descriptionYang, C.C., Prasher, S.O., Sreekanth, S., Patni, N.K., Masse, L., (1997) Trans. ASAE, 40, p. 1285
dc.descriptionSuchorsky-Tremblay, A.M., Kok, R., (1997) Can. Agr. Eng., 39, p. 123
dc.descriptionLevine, E.R., Kimes, D.S., Sigillito, V.G., (1996) Ecol. Model., 92, p. 101
dc.descriptionChun, J., Atalan, E., Ward, A.C., Goodfellow, M., (1993) FEMS Microbiol. Lett., 107, p. 321
dc.descriptionSong, X.H., Hopke, P.K., Bruns, M.A., Bossio, D.A., Scow, K.M., (1998) Chemom. Intell. Lab. Syst., 41, p. 161
dc.descriptionLucasius, C.B., Kateman, G., (1993) Chemom. Intell. Lab. Syst., 19, p. 1
dc.descriptionCosta Fo, P.A., (1998), Dissertação de Mestrado, UNICAMP, CampinasCosta Fo, P.A., Poppi, R.J., (1999) Quim. Nova, 22, p. 405
dc.languagept
dc.publisher
dc.relationQuimica Nova
dc.rightsaberto
dc.sourceScopus
dc.titleEvaluation Of The Use Of Chemometric Methods In Soil Analysis [avaliação Do Uso De Métodos Quimiométricos Em Análise De Solos]
dc.typeArtículos de revistas


Este ítem pertenece a la siguiente institución