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| 1. |  | BROWN, G. G.; SENAPATI, B. K.; PASHANASI, B.; VILANAVE, C.; PATRÓN IBARRA, J. C.; LAVELLE, P.; BAROIS, I.; BLAKEMORE, R. J. Earthworms stimulate plant production. In: BROWN, G. G.; FRAGOSO GONZÁLEZ, C. (Ed.). Minhocas na América Latina: biodiversidade e ecologia. Londrina: Embrapa Soja, 2007.| Biblioteca(s): Embrapa Florestas. |
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| Registros recuperados : 1 | |
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Registro Completo
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Biblioteca(s): |
Embrapa Instrumentação; Embrapa Pecuária Sudeste. |
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Data corrente: |
14/06/2011 |
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Data da última atualização: |
25/07/2022 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Circulação/Nível: |
A - 1 |
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Autoria: |
FERREIRA, E. C.; MILORI, D. M. B. P.; FERREIRA, E. J.; SANTOS, L. M. dos; MARTIN NETO, L.; NOGUEIRA, A. R. de A. |
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Afiliação: |
EDILENE CRISTINA FERREIRA, UFSCar/SÃO CARLOS, SP; DEBORA MARCONDES BASTOS P MILORI, CNPDIA; EDNALDO JOSE FERREIRA, CNPDIA; LARISSA MACEDO DOS SANTOS, UFSCAR/SÃO CARLOS, SP; LADISLAU MARTIN NETO, CNPDIA; ANA RITA DE ARAUJO NOGUEIRA, CPPSE. |
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Título: |
Evaluation of laser induced breakdown spectroscopy for multielemental determination in soils under sewage sludge application. |
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Ano de publicação: |
2011 |
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Fonte/Imprenta: |
Talanta, v. 85, n. 1, p. 435-440, jul. 2011. |
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DOI: |
https://doi.org/10.1016/j.talanta.2011.04.001 |
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Idioma: |
Inglês |
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Conteúdo: |
Laser induced breakdown spectroscopy (LIBS) is an atomic emission spectroscopy technique for simple, direct and clean analysis, with great application potential in environmental sustainability studies. In a single LIBS spectrum it is possible to obtain qualitative information on the sample composition. However, quantitative analysis requires a reliable model for analytical calibration. Multilayer perceptron (MLP), an artificial neural network, is a multivariate technique that is capable of learning to recognize features from examples. Therefore MLP can be used as a calibration model for analytical determinations. Accordingly, the present study proposes to evaluate the traditional linear fit and MLP models for LIBS calibration, in order to attain a quantitative multielemental method for contaminant determination in soil under sewage sludge application. Two sets of samples, both composed of two kinds of soils were used for calibration and validation, respectively. The analyte concentrations in these samples, used as reference, were determined by a reference analytical method using inductively coupled plasma optical emission spectrometry (ICP OES). The LIBS?MLP was compared to a LIBS?linear fit method. The values determined by LIBS?MLP showed lower prediction errors, correlation above 98% with values determined by ICP OES, higher accuracy and precision, lower limits of detection and great application potential in the analysis of different kinds of soils. |
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Palavras-Chave: |
Breakdown spectroscopy; Calibração; Determinação Multielemental; Espectroscopia de ruptura induzida por laser; Laser induced; Laser induced breakdown spectroscopy; Multielemental determination; Multilayer perceptron; Perceptron multicamada. |
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Thesagro: |
Solo. |
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Thesaurus NAL: |
Calibration; Soil. |
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Categoria do assunto: |
--
W Química e Física |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/36327/1/PROCI2011.00029.pdf
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Marc: |
LEADER 02582naa a2200337 a 4500
001 1891339
005 2022-07-25
008 2011 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1016/j.talanta.2011.04.001$2DOI
100 1 $aFERREIRA, E. C.
245 $aEvaluation of laser induced breakdown spectroscopy for multielemental determination in soils under sewage sludge application.$h[electronic resource]
260 $c2011
520 $aLaser induced breakdown spectroscopy (LIBS) is an atomic emission spectroscopy technique for simple, direct and clean analysis, with great application potential in environmental sustainability studies. In a single LIBS spectrum it is possible to obtain qualitative information on the sample composition. However, quantitative analysis requires a reliable model for analytical calibration. Multilayer perceptron (MLP), an artificial neural network, is a multivariate technique that is capable of learning to recognize features from examples. Therefore MLP can be used as a calibration model for analytical determinations. Accordingly, the present study proposes to evaluate the traditional linear fit and MLP models for LIBS calibration, in order to attain a quantitative multielemental method for contaminant determination in soil under sewage sludge application. Two sets of samples, both composed of two kinds of soils were used for calibration and validation, respectively. The analyte concentrations in these samples, used as reference, were determined by a reference analytical method using inductively coupled plasma optical emission spectrometry (ICP OES). The LIBS?MLP was compared to a LIBS?linear fit method. The values determined by LIBS?MLP showed lower prediction errors, correlation above 98% with values determined by ICP OES, higher accuracy and precision, lower limits of detection and great application potential in the analysis of different kinds of soils.
650 $aCalibration
650 $aSoil
650 $aSolo
653 $aBreakdown spectroscopy
653 $aCalibração
653 $aDeterminação Multielemental
653 $aEspectroscopia de ruptura induzida por laser
653 $aLaser induced
653 $aLaser induced breakdown spectroscopy
653 $aMultielemental determination
653 $aMultilayer perceptron
653 $aPerceptron multicamada
700 1 $aMILORI, D. M. B. P.
700 1 $aFERREIRA, E. J.
700 1 $aSANTOS, L. M. dos
700 1 $aMARTIN NETO, L.
700 1 $aNOGUEIRA, A. R. de A.
773 $tTalanta$gv. 85, n. 1, p. 435-440, jul. 2011.
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Registro original: |
Embrapa Pecuária Sudeste (CPPSE) |
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