Abstract
In the study, arsenic, antimony, and chromium concentrations and selected physicochemical parameters in water and sediment samples from the thermal anthroporessure subjected Rybnik Reservoir (Poland) were determined. As(III), As(V), Sb(III), and Sb(V) ions were successfully separated on Dionex IonPac AS7 column, and Cr(III) and Cr(VI) on Dionex IonPac AG7 column. The obtained limits of detection were 0.18, 0.22, 0.009, 0.012, 0.11, and 0.17 μg/L, respectively. Water and bottom sediment samples were collected monthly at three-point transect between January and November 2013. The As(III) and Sb(III) speciation forms dominated in the bottom water, and Cr(VI) concentration in the bottom water was twice as high as the value measured for the surface water. The oxidized arsenic, antimony, and chromium forms dominated in the bottom sediments in the heated water discharge zone of the Rybnik Power Plant. The location of sampling point had a significant influence on the observed transformations and contents of the analyzed speciation forms. The chemometric analysis coupled with the dissimilarity analysis and principal component analysis helped to visualize the variability in the concentrations of the element speciation forms within the researched period and analyzing correlations.
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References
Abdi H, Williams LJ (2010) Principal component analysis. Wiley Interdisc Rev: Comput Stat 2:433–459. doi:10.1002/wics.101
Ammann AA (2002) Speciation of heavy metals in environmental water by ion chromatography coupled to ICP-MS. Anal Bioanal Chem 372:448–452. doi:10.1007/s00216-001-1115-8
Caruso JA, Sutton KL, Ackley KL (2000) Elemental speciation. Comprehensive Analytical Chemistry Elsevier Science B.V. ISBN 13: 978-0-444-50047-2
Das AK, Guardia M, Cervera ML (2001) Literature survey of on-line elemental speciation in aqueous solutions (Review), Talanta 55:1-28. http://vls2.icm.edu.pl/pdflinks/15010314125908372.pdf
Ellis LA, Roberts DJ (1997) Chromatographic and Hyphenated Methods for Elemental Speciation Analysis in Environmental Media, J Chromatogr A 774:3-19. http://vls2.icm.edu.pl/pdflinks/15002611564021055.pdf
Filella M, Belzile N, Chen YW (2002) Antimony in the environment: a review focused on natural waters occurrence. Earth-Sci Rev 57:125–176. doi:10.1016/S0012-8252(01)00070-8
Jabłońska-Czapla M, Szopa S, Grygoyć K, Łyko A, Michalski R (2014) Development and validation of HPLC-ICP-MS method for the determination inorganic Cr, As and Sb speciation forms and its application for Pławniowice reservoir (Poland) water and bottom sediments variability study. Talanta 120:475–483. doi:10.1016/j.talanta.2013.11.092
Jollife IT (2002) Principal component analysis. Springer, New York. ISBN 978-0-387-22440-4
Kostecki M (2004) Antropopression impact on the thermal systems formation in Rybnik Reservoir. Arch Environ Prot 30:41–52 (in Polish)
Kot A, Namieśnik J (2000) The role of speciation in analytical chemistry. Trends Anal Chem 19:69–79. doi:10.1016/S0165-9936(99)00195-8
Kotaś J, Stasicka Z (2000) Chromium occurrence in the environment and methods of its speciation. Environ Poll 107:263–283, http://vls2.icm.edu.pl/pdflinks/15010314235209099.pdf
Kozak A, Dostatni P, Niedzielski P (2007) The speciation study of arsenic in easily eluted bottom sediments fractions. Yearbook Environ Poll 9:313–322 (in Polish)
Leonard A, Gerber GB (1996) Mutagenicity, carcinogenicity and teratogenicity of antimony compounds. Mutat Res Genet Tox 366:1–8, http://www.ncbi.nlm.nih.gov/pubmed/8921983
Loska K, Wiechula D (2002) Speciation of cadmium in the bottom sediment of Rybnik Reservoir. Water Air Soil Poll 141:73–89, http://download.springer.com/static/pdf/920/art%253A10.1023%252FA%253A1021392709795.pdf?auth66=1422970129_6f6fd30f8d5dec78c0ca5b3fc4936f94&ext=.pdf
Loska K, Wiechula D (2003) Application of principal component analysis for the estimation of source of heavy metal contamination in surface sediments from the Rybnik Reservoir. Chemosphere 51:723–733
Loska K, Korus I, Wiechuła D (2009) Arsenic speciation in Rybnik Reservoir. ACEE 2:109–116, http://yadda.icm.edu.pl/baztech/element/bwmeta1.element.baztech-article-BSL6-0012-0012
Michalski R (2006) Ion chromatography as a reference method for the determination of inorganic ions in water and wastewater. Crit Rev Anal Chem 36:107–127. doi:10.1080/10408340600713678
Michalski R, Jablonska M, Szopa S, Łyko A (2011) Application of ion chromatography with ICP-MS or MS detection to the determination of selected halides and metal/metalloids species. Crit Rev Anal Chem 41:133–150. doi:10.1080/10408347.2011.559438
Michalski R, Jabłońska M, Szopa S (2013a) Role and importance of hyphenated techniques in speciation analysis. In: Bakirdere S (ed) Speciation studies in soil, sediment and environmental samples. Science Publishers/CRC Press/Taylor&Francis Group, New York, pp 232–242
Michalski R, Jabłońska-Czapla M, Łyko A, Szopa S (2013b) Hyphenated methods for speciation analysis in: Encyclopedia of Analytical Chemistry. Wiley, Larkspur, pp 1–7. doi:10.1002/9780470027318
Niedzielski P, Siepak J, Kowalczuk Z (2000) Speciation analysis for determinations of arsenic, antimony and selenium in water samples from the Lednickie Lake. Arch Environ Prot 26:73–82
Nikolaidis NP, Dobbs G, Cheng J, Lackovic A (2004) Arsenic mobility in contaminated lake sediments. Environ Poll 129:479–487. doi:10.1016/j.envpol.2003.11.005
Nordberg GF, Fowler BA, Nordberg M (2007) Handbook of the toxicology of metals, 3rd edn. Academic, London. ISBN 978-0-12-369413-3
Nriagu JO, Nioboer E (1988) Chromium in natural and human environments. Wiley Interscience, New York. ISBN 978-0-471-85643-6
Ordinance of the Ministry for Health of 20 April 2010, amending the regulation on water quality intended for consumption. Journal of Laws No. 72, Item 466 (in Polish) http://www.sng.com.pl/Portals/2/dok/Regulaminy,%20ustawy/min_zdr_rozp_jakosc_wody_zmiana_2010.pdf
Ordinance of the Ministry of the Environment of 9 November 2011, about classification of surface water bodies and environmental quality standards for priority substances. Journal of Laws No. 257, Item 1545 (in Polish) http://isap.sejm.gov.pl/DetailsServlet?id=WDU20112581549
Pantsar-Kallio M, Pentti K, Manninen MG (1997) Simultaneous determination of toxic arsenic and chromium species in water samples by ion chromatography inductively coupled plasma mass spectrometry. J Chromatogr A 779:139–146, http://quimica.udea.edu.co/∼carlopez/cromatogc/arsen_chromi_hplc_icp_1997.pdf
Ruokolainen M, Pantsar-Kallio M, Haapa A, Kairesalo T (2000) Leaching, runoff and speciation of arsenic in a laboratory mesocosm. Sci Total Environ 258:139–147, http://www.sciencedirect.com/science/journal/00489697/258/3
Selene CH, Chou J, De Rosa CT (2003) Case studies—arsenic. Int J Hyg Environ Health 206:381–386. doi:10.1078/1438-4639-00234
Siepak J (1998) Speciation analysis of metals in water and sediments samples. UAM, Poznań (in Polish)
Smichowski P (2008) Antimony in the environment as a global pollutant: a review on analytical methodologies for its determination in atmospheric aerosols. Talanta 75:2–14. doi:10.1016/j.talanta.2007.11.005
Sun YC, Yang YF, Lin YF, Yang MH (1993) Determination of antimony(III, V) in natural waters by coprecipitation and neutron activation analysis. Anal Chim Acta 276:33–37
Templeton DM, Ariese F, Cornelis R, Danielsson LG, Muntau H, Leeuwen H, Łobiński R (2000) Guidelines for terms related to chemical speciation and fractionation of elements. definitions, structural aspects, and methodological approaches. (IUPAC recommendations 2000). Pure Appl Chem 72:1453–1470. doi:10.1351/pac200072081453
Wiechula D, Loska K, Korus I (2005) Lead partitioning in the bottom sediment of Rybnik reservoir (southern Poland). Water Air Soil Poll 164:315–327, http://link.springer.com/article/10.1007%2Fs11270-005-4771-z
Wold S, Esbensen K, Geladi P (1987) Principal component analysis. Chemom Intell Lab Syst 2:37–52. doi:10.1016/0169-7439(87)80084-9
Zerzucha P, Walczak B (2012) Concept of (dis)similarity in data analysis. TrAC 38:116–128. doi:10.1016/j.trac.2012.05.005
Zerzucha P, Boguszewska D, Zagdańska B, Walczak B (2012) Non-parametric multivariate analysis of variance in the proteomic response of potato drought stress. Anal Chim Acta 719:1–7. doi:10.1016/j.aca.2011.12.044
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Jabłońska-Czapla, M., Szopa, S., Zerzucha, P. et al. Chemometric and environmental assessment of arsenic, antimony, and chromium speciation form occurrence in a water reservoir subjected to thermal anthropopressure. Environ Sci Pollut Res 22, 15731–15744 (2015). https://doi.org/10.1007/s11356-015-4769-z
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DOI: https://doi.org/10.1007/s11356-015-4769-z