Use of Reflectance Infrared Spectroscopy for Monitoring the Metal Content of the Estuarine Sediments of the Nerbioi-Ibaizabal River (Metropolitan Bilbao, Bay of Biscay, Basque Country)

被引:90
作者
Moros, Javier [1 ]
Fdez-Ortiz de Vallejuelo, Silvia [2 ]
Gredilla, Ainara [2 ]
de Diego, Alberto [2 ]
Manuel Madariaga, Juan [2 ]
Garrigues, Salvador [1 ]
de la Guardia, Miguel [1 ]
机构
[1] Univ Valencia, Dept Analyt Chem, E-46100 Valencia, Spain
[2] Univ Basque Country, Dept Analyt Chem, Bilbao 48080, Basque Country, Spain
关键词
PARTIAL LEAST-SQUARES; ORGANIC-MATTER; HEAVY-METALS; REGION; SOILS; CHEMOMETRICS; SPECTROMETRY; EXAMPLE; DEEP;
D O I
10.1021/es9005898
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Multivariate partial least-squares (PLS) calibration models have been developed for the spatial and seasonal simultaneous monitoring of 14 trace elements (AI, As, Cd, Co, Cr, Cu, Fe, Mg, Mn, Ni, Pb, Sn, V, and Zn) in sediments from 117 samples taken in the estuary of the Nerbioi-Ibaizabal River. Models were based on the chemometric treatment of diffuse reflectance near-infrared (NIR) and attenuated total reflectance (ATR) mid infrared (MIR) spectra, obtained from samples previously lyophilized and sieved with a particle size lower than 63 mu m. Vibrational spectra were scanned in both, NIR and MIR regions. Developed PLS models, based on the interaction between trace elements and organic mater provide good screening tools for the prediction of trace elements concentration in sediments.
引用
收藏
页码:9314 / 9320
页数:7
相关论文
共 34 条
[1]  
[Anonymous], 2001, Determination of metals and anions in soils, sediments and sludges
[2]   Green Analytical Chemistry [J].
Armenta, S. ;
Garrigues, S. ;
de la Guardia, M. .
TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2008, 27 (06) :497-511
[3]   The reflectance spectra of organic matter in the visible near-infrared and short wave infrared region (400-2500 nm) during a controlled decomposition process [J].
BenDor, E ;
Inbar, Y ;
Chen, Y .
REMOTE SENSING OF ENVIRONMENT, 1997, 61 (01) :1-15
[4]  
Branch G., 1999, TRENDS ECOL EVOL, V14, P499
[5]   Near-infrared reflectance spectroscopy-principal components regression analyses of soil properties [J].
Chang, CW ;
Laird, DA ;
Mausbach, MJ ;
Hurburgh, CR .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2001, 65 (02) :480-490
[6]   Near-infrared spectroscopy for analysis of chemical and microbiological properties of forest soil organic horizons in a heavy-metal-polluted area [J].
Chodak, Marcin ;
Niklinska, Maria ;
Beese, Friedrich .
BIOLOGY AND FERTILITY OF SOILS, 2007, 44 (01) :171-180
[7]   The potential of near-infrared reflectance spectroscopy to analyse soil chemical and physical characteristics [J].
Cozzolino, D ;
Morón, A .
JOURNAL OF AGRICULTURAL SCIENCE, 2003, 140 :65-71
[8]   Trace metal contamination in mangrove sediments, Guanabara Bay, Rio de janeiro, Brazil [J].
Farias, Cassia O. ;
Hamacher, Claudia ;
Wagener, Angela de Luca R. ;
de Campos, Reinaldo C. ;
Godoy, Jose M. .
JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2007, 18 (06) :1194-1206
[9]  
Farmer V.C., 1977, INFRARED SPECTRA MIN, V1st
[10]   Ultrasound energy focused in a glass probe: An approach to the simultaneous and fast extraction of trace elements from sediments [J].
Fdez-Ortiz de Vallejuelo, Silvia ;
Barrena, Ana ;
Arana, Gorka ;
de Diego, Alberto ;
Manuel Madariaga, Juan .
TALANTA, 2009, 80 (02) :434-439