Abstract
Distribution of 137Cs and 239,240Pu in the forest soils horizons of the Opole Anomaly was established. Gamma and alpha spectrometry was used for determination of these isotopes. It was found that the 137Cs activity was approx. 1,000 times higher than that of 239,240Pu. The highest activities of both radioisotopes were found close to the boundary region in soil profile where the organic horizon turns into the inorganic one. Cluster analysis did not clearly indicate the group’s existence in data in respect to 137Cs and 239,240Pu activities and organic matter content. Distributions of 137Cs and 239,240Pu in soil horizons were non-normal but similar to each other. These distributions were substantially different from that one for organic matter content. The data were separated into two groups, for organic and inorganic soil horizons, respectively. Data transformation using Box–Cox formula was performed following by standardization. Mutual relationships between variables were investigated using ordinary and robust regression methods. Good correlation between 137Cs and 239,240Pu was found. No significant relationship between organic matter content and radioisotopes activity was asserted.
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Argiriou, A. A., Kassomenos, P. A., & Lykoudis, S. P. (2004). On the methods for the delimitation of seasons. Water Air and Soil Pollution Focus, 4, 65–74. doi:10.1023/B:WAFO.0000044787.71076.38.
Baeza, A., Guillén, F. J., Salas, A., & Manjón, J. L. (2006). Distribution of radionuclides in different parts of a mushroom: Influence of the degree of maturity. Science of the Total Environment, 359, 255–266. doi:10.1016/j.scitotenv.2005.05.015.
Beli, M., Sansone, U., & Menegon, S. (1994). Behaviour of radiocaesium in a forest in the easter Italian Alps. Science of the Total Environment, 157, 257–260. doi:10.1016/0048-9697(94)90587-8.
Berg, M. T., & Shuman, L. J. (1995). A three-dimensional stochastic model of the behavior of radionuclides in forest. Ecological Modelling, 83, 359–372. doi:10.1016/0304-3800(94)00104-3.
Block, J., & Pimpl, M. (1990). Cycling of radiocesium in two forest ecosystems in the state of Rhineland-Palatinate (pp. 450–458). London: Elsevier.
Bunzl, K., & Schimmack, W. (1989). Effect of the microbial biomass reduction by gamma-irradiation on the sorption of Cs-137, Sr-85, Ce-139, Co-59, Cd-109, Zm-65, Ru-103, Tc-103 and I-131 by soil. Radiation and Environmental Biophysics, 27, 165–176. doi:10.1007/BF01214606.
Bunzl, K., Kracke, W., Schimmack, W., & Zelles, L. (1998). Forms of fallout of 137Cs and 239, 240Pu in successive horizons of a forest soil. Journal of Environmental Radioactivity, 39, 55–68. doi:10.1016/S0265-931X(97)00042-8.
Chang, N.-B., Chen, H. W., & Ning, S. K. (2001). Identification of river water quality using the fuzzy synthetic evaluation approach. Journal of Environmental Management, 63, 293–305. doi:10.1006/jema.2001.0483.
Communique II.411.K.S.96 (1996). Soil contamination in communes of Opole Voivodship. Opole: WIOŚ/PIOŚ (in Polish).
Copplestone, D., Johnson, M. S., Jones, S. R., Toal, M. E., & Jackson, D. (1999). Radionuclide behaviour and transport in a coniferous woodland ecosystem: vegetation, invertebrates and wood mice, Apodemus sylvaticus. Science of the Total Environment, 239, 95–109. doi:10.1016/S0048-9697(99)00294-6.
Cremers, A., Elsen, A., De Preter, P., & Maes, A. (1988). Quantitative analysis of radiocaesium retention in soil. Nature, 335, 247–249. doi:10.1038/335247a0.
De Brouwer, S., Thiry, Y., & Myttenaere, C. (1994). Availability and fixation of radiocaesium in a forest brown acid soil. Science of the Total Environment, 143, 183–191. doi:10.1016/0048-9697(94)90456-1.
Dołhańczuk-Śródka, A., Majcherczyk, T., Ziembik, Z., Smuda, M., & Wacławek, M. (2006a). Spatial 137Cs distribution in forest soil. Nukleonika, 51(Suppl. 2), 69–79.
Dołhańczuk-Śródka, A., Ziembik, Z., Majcherczyk, T., Smuda, M., Wacławek, M., & Wacławek, W. (2006b). Factors influencing vertical and horizontal translocation of 137Cs in fores environment. In: K. Pachocki (red.), Chernobyl – 20 Years After: Contamination of Environment and Food, Health Effects. Nuclear Energy in Poland: pro and con (pp. 427-435). Published by Polish Radiation Research Society, Zakopane 2006 (in Polish). ISBN 83-89379-66-X.
Dołhańczuk-Śródka, A., Ziembik, Z., Wacławek, M., & Wacławek, W. (2006c). Research of radiocaesium activity in the Opole Anomaly area and in the Czech Republic. Environmental Engineering Science, 23, 642–649. doi:10.1089/ees.2006.23.642.
Dołhańczuk-Śródka, A., Ziembik, Z., Wacławek, M., & Hyšplerova, L.(2007). Radiocesium Activity in the Polish-Czech Border Region. Published by Society of Ecological Chemistry and Engineering. ISBN 978-83-917511-5-2.
Druteikienė, R., Lukšienė, B., & Holm, E. (1999). Migration of 239Pu in soluble and insoluble forms in soil. Journal of Radioanalytical and Nuclear Chemistry, 242, 731–737. doi:10.1007/BF02347387.
Dushenkov, S. (2003). Trends in phytoremediation of radionuclides. Plant and Soil, 249, 167–175. doi:10.1023/A:1022527207359.
El Samad, O., Zahraman, K., Baydoun, R., & Nasreddine, M. (2007). Analysis of radiocaesium in the Lebanese soil one decade after the Chernobyl accident. Journal of Environmental Radioactivity, 92, 72–79. doi:10.1016/j.jenvrad.2006.09.008.
El-Reefy, H. I., Sharshar, T., Zaghloul, R., & Badran, H. M. (2006). Distribution of gamma-ray emitting radionuclides in the environment of Burullus Lake: I. Soils and vegetations. Journal of Environmental Radioactivity, 87, 148–169. doi:10.1016/j.jenvrad.2005.11.006.
Friedrichs, M., Fränzle, O., & Salski, A. (1996). Application of fuzzy clustering to data dealing with phytotoxicity. Ecological Modelling, 85, 27–40. doi:10.1016/0304-3800(95)00009-7.
Frissel, M. J., Deb, D. L., Fathony, M., Lin, Y. M., Mollah, A. S., & Ngo, N. T. (2002). Generic values for soil-to-plant transfer factors of radiocesium. Environmental Radioactivity, 58, 113–128. doi:10.1016/S0265-931X(01)00061-3.
Fox, J. (2002). http://cran.r-project.org/doc/contrib/Fox-Companion/appendix-robust-regression.pdf. Accessed 15 January 2009.
Fujikawa, Y., Zheng, J., Cayer, I., Sugahara, M., Takigami, H., & Kudo, A. (1999). Strong association of fallout plutonium with humic and fulvic acid as compared to uranium and 137Cs in Nishiyama soils from Nagasaki, Japan. Journal of Radioanalytical and Nuclear Chemistry, 240, 69–74. doi:10.1007/BF02349138.
Giannakopoulou, F., Haidouti, C., Chronopoulou, A., & Gasparatos, D. (2007). Sorption behavior of cesium on various soils under different pH levels. Journal of Hazardous Materials, 149, 553–556. doi:10.1016/j.jhazmat.2007.06.109.
Grande, J. A., Andújar, J. M., Aroba, J., de la Torrea, M. L., & Beltrán, R. (2005). Precipitation, pH and metal load in AMD river basins: an application of fuzzy clustering algorithms to the process characterization. Journal of Environmental Monitoring, 7, 325–334. doi:10.1039/b410795k.
Jagielak, J., Biernacka, M., Grabowski, D., & Henschke, J. (1996). Changes in environmental radiological situation in Poland during 10 years period after Chernobyl breakdown. Warsaw: PIOŚ. (in Polish).
Janusz, W., Kobal, I., Sworska, A., & Szczypa, J. (1997). Investigation of the electrical double layer in a metal oxide/monovalent electrolyte solution system. Journal of Colloid and Interface Science, 187, 381–387. doi:10.1006/jcis.1996.4690.
Kaplan, D. I., Powell, D. A., Demirkanli, D. I., Fjeld, R. A., Molz, F. J., & Serkiz, S. M. (2004). Influence of oxidation states on plutonium mobility during long-term transport through an unsaturated subsurface environment. Environmental Science & Technology, 38, 5053–5058. doi:10.1021/es049406s.
Kashparov, V. A., Lundin, S. M., Zvarich, S. I., Ioshchenko, V. I., Levchuk, S. E., & Khomutinin, Y. V. (2003). Soil contamination with fuel component of Chernobyl radioactive fallout. Radiochemistry, 45, 189–200. doi:10.1023/A:1023897612740.
Kaufman, L., & Rousseeuw, P. J. (2005). Finding groups in data. An introduction to cluster analysis. New York: Wiley.
Kirchner, G., & Daillant, O. (1998). Accumulation of 210Pb, 226Ra and radioactive cesium by fungi. Science of the Total Environment, 222, 63–70. doi:10.1016/S0048-9697(98)00288-5.
Kłos, A., Rajfur, M., Wacławek, M., & Wacławek, W. (2006). Use of lichens to assess local soil aerosol pollution with radiocesium-137. Ecological Chemistry and Engineering, 13, 833–838.
Komosa, A. (1996). Study on plutonium isotopes determination in soils from the region of Lublin (Poland). Science of the Total Environment, 188, 59–62. doi:10.1016/0048-9697(96)05160-1.
Komosa, A. (1999). Migration of plutonium isotopes in forest soil profiles in Lublin region (Eastern Poland). Journal of Radioanalytical and Nuclear Chemistry, 240, 19–24. doi:10.1007/BF02349131.
Komosa, A. (2002). Study on geochemical association of plutonium in soil using sequential extraction procedure. Journal of Radioanalytical and Nuclear Chemistry, 252, 121–128. doi:10.1023/A:1015252207934.
Korobova, E., Linnik, V., & Chizhikova, N. (2008). The history of the Chernobyl 137Cs contamination of the flood plain soils and its relation to physical and chemical properties of the soil horizons (a case study). Journal of Geochemical Exploration, 96, 236–255. doi:10.1016/j.gexplo.2007.04.014.
Kruyts, N., & Delvaux, B. (2002). Soil organic horizons as a major source for radiocesium biorecycling in forest ecosystems. Journal of Environmental Radioactivity, 58, 175–190. doi:10.1016/S0265-931X(01)00065-0.
Kuwahara, C., Fukumoto, A., Ohsone, A., Furuya, N., Shibata, H., & Sugiyama, H. (2005). Accumulation of radiocesium in wild mushrooms collected from a Japanese forest and cesium uptake by microorganisms isolated from the mushroom-growing soils. Science of the Total Environment, 345, 165–173. doi:10.1016/j.scitotenv.2004.10.022.
Lehn, K., & Temme, K.-H. (1996). Fuzzy classification of sites suspected of being contaminated. Ecological Modelling, 85, 51–58. doi:10.1016/0304-3800(95)00014-3.
Lujanienė, G., Plukis, A., Kimtys, E., Remeikis, V., Jankünaitė, D., & Ogorodnikov, B. I. (2002). Study of 137Cs, 90Sr, 239, 240Pu, 238Pu and 241Am behavior in the Chernobyl soil. Journal of Radioanalytical and Nuclear Chemistry, 251, 59–68. doi:10.1023/A:1015185011201.
Macášek, F., Shaban, I. S., & Mátel, L. (1999). Cesium, strontium, europium(Ill) and plutonium(IV) complexes with humic acid in solution and on montmorillonite surface. Journal of Radioanalytical and Nuclear Chemistry, 241, 627–636. doi:10.1007/BF02347223.
Melcher, D., & Matthies, M. (1996). Application of fuzzy clustering to data dealing with phytotoxicity. Ecological Modelling, 85, 41–49. doi:10.1016/0304-3800(95)00010-0.
Mietelski, J. W., Gaca, P., & Olech, M. A. (2000). Radioactive contamination of lichen and mosses collected in South Shetlands and Antarctic Peninsula. Journal of Radioanalytical and Nuclear Chemistry, 245, 527–537. doi:10.1023/A:1006748924639.
Mietelski, J. W., Kitowski, I., Gaca, P., & Tomankiewicz, E. (2003). Elevated plutonium and americium content in skulls of small mammals. Journal of Radioanalytical and Nuclear Chemistry, 256, 593–594. doi:10.1023/A:1024584707374.
Mietelski, J. W., Szwałko, P., Tomankiewicz, E., Gaca, P., Małek, S., & Barszcz, J. (2004). 137Cs, 40K, 90Sr, 238, 239+240Pu, 241Am and 243+244Cm in forest litter and their transfer to some species of insects and plants in boreal forests: Three case studies. Journal of Radioanalytical and Nuclear Chemistry, 262, 645–660. doi:10.1007/s10967-004-0488-5.
Mietelski, J. W., Kitowski, I., Gaca, P., Grabowska, S., Tomankiewicz, E., & Szwałko, P. (2006). Gamma-emitters 90Sr, 238, 239+240Pu and 241Am in bones and liver of eagles from Poland. Journal of Radioanalytical and Nuclear Chemistry, 270, 131–135. doi:10.1007/s10967-006-0319-y.
Mietelski, J. W., Kitowski, I., Tomankiewicz, E., Gaca, P., & Błażej, S. (2008). Plutonium, americium, 90Sr and 137Cs in bones of red fox (Vulpes vulpes) from Eastern Poland. Journal of Radioanalytical and Nuclear Chemistry, 275, 571–577. doi:10.1007/s10967-007-7062-x.
Nakamaru, Y., Ishikawa, N., Tagami, K., & Uchida, S. (2007). Role of soil organic matter in the mobility of radiocesium in agricultural soils common in Japan. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 306, 111–117. doi:10.1016/j.colsurfa.2007.01.014.
Nimis, P. L. (1996). Radiocesium in plants forest ecosystems. Studia Geobotanica, 15, 3–49.
Ocampo-Duque, W., Schuhmacher, M., & Domingo, J. L. (2007). A neural-fuzzy approach to classify the ecological status in surface waters. Environmental Pollution, 148, 634–641. doi:10.1016/j.envpol.2006.11.027.
Odintsov, A. A., Pazukhin, E. M., & Sazhenyuk, A. D. (2005). Distribution of 137Cs, 90Sr, 239+ 240Pu, 241Am, and 244Cm among components of organic matter of soils in near exclusion zone of the chernobyl NPP. Radiochemistry, 47, 96–101. doi:10.1007/s11137-005-0056-z.
R Development Core Team. (2008). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org.
Rogowski, A., & Tamura, T. (1970). Erosional behavior of cesium-137. Health Physics, 18, 446–477. doi:10.1097/00004032-197005000-00002.
Rousseeuw, P. J., & Leroy, A. M. (1987). Robust regression and outlier detection. USA: Wiley.
Salski, A. (2007). Fuzzy clustering of fuzzy ecological data. Ecological Informatics, 2, 262–269. doi:10.1016/j.ecoinf.2007.07.002.
Sârbu, C., & Pop, H. F. (2000). Fuzzy clustering analysis of the first 10 MEIC chemicals. Chemosphere, 40, 513–520. doi:10.1016/S0045-6535(99)00285-4.
Schuller, P., Handl, J., & Trumper, R. E. (1988). Dependence of the 137Cs soil-to-plant transfer factor on soil parameters. Health Physics, 5, 3–15.
Skipperud, L., Oughton, D., & Salbu, B. (2000). The impact of Pu speciation on distribution coefficients in Mayak soil. Science of the Total Environment, 257, 81–93. doi:10.1016/S0048-9697(00)00443-5.
Sokolik, G. A., Ovsyannikova, S. V., & Kimlenko, I. M. (2003). Effect of humic substances on plutonium and americium speciation in soils and soil solutions. Radiochemistry, 45, 176–181. doi:10.1023/A:1023893511831.
Sokolik, G. A., Ovsiannikova, S. V., Ivanova, T. G., & Leinova, S. L. (2004). Soil–plant transfer of plutonium and americium in contaminated regions of Belarus after the Chernobyl catastrophe. Environment International, 30, 939–947.
Squire, H. M., & Middleton, L. J. (1966). Behaviour of 137Cs in soils and pastures: a long-term experiment. Radiation Botany, 6, 413–423. doi:10.1016/S0033-7560(66)80074-1.
Strandberg, M. (2004). Long-term trends in the uptake of radiocesium in Rozites caperatus. Science of the Total Environment, 327, 315–321. doi:10.1016/j.scitotenv.2004.01.022.
Takenaka, C., Ondaa, Y., & Hamajima, Y. (1998). Distribution of cesium-137 in Japanese forest soils: correlation with the contents of organic carbon. Science of the Total Environment, 222, 193–199. doi:10.1016/S0048-9697(98)00305-2.
Tamponnet, C., Martin-Garin, A., Gonze, M.-A., Parekh, N., Vallejo, R., & Sauras-Yera, T. (2008). An overview of BORIS: bioavailability of radionuclides in Soils. Journal of Environmental Radioactivity, 99, 820–830. doi:10.1016/j.jenvrad.2007.10.011.
Testa, C., Degetto, S., Jia, G., Gerdol, R., Desideri, D., & Meli, M. A. (1998). Plutonium and americium concentrations and vertical profiles in some Italian mosses used as bioindicators. Journal of Radioanalytical and Nuclear Chemistry, 234, 273–276. doi:10.1007/BF02389784.
UNSCEAR. (2000). Report, Sources and effects of ionizing radiation, vol. 2. http://www.unscear.org/unscear/en/publications/2000_2.html. Accessed 10 August 2008.
UNSCEAR. (2000a). Report, Annex J: Exposures and effects of the Chernobyl accident, http://www.unscear.org/docs/reports/annexj.pdf. Accessed 10 August 2008.
UNSCEAR. (2006). Report, Effects of ionizing radiation, vol. 1, http://www.unscear.org/unscear/en/publications/2006_1.html. Accessed 12 August 2008.
Venables, W. N., & Ripley, B. D. (2002). Modern applied statistics with S. New York: Springer.
VSES (2008). Data provided by Voivodship Sanitary and Epidemiological Station in Opole, PL.
Wacławek, M., Dołhańczuk-Śródka, A., & Wacławek, W. (2004). Radioisotopes in environment. In Pathways of pollutants and mitigation strategies of their impact on the ecosystems (pp. 245-256). Monographs of Environmental Engineering Committee, Polish Academy of Science, vol.27, Lublin.
Zhiyanski, M., Bech, J., Sokolovska, M., Lucot, E., Bech, J., & Badot, P. M. (2008). Cs-137 distribution in forest floor and surface soil layers from two mountainous regions in Bulgaria. Journal of Geochemical Exploration, 96, 256–266. doi:10.1016/j.gexplo.2007.04.010.
Ziembik, Z., Dołhańczuk-Śródka, A., & Wacławek, M. (2009). Multiple regression model application for assessment of soil properties influence on 137Cs Accumulation in forest soils. Water, Air, and Soil Pollution, 198, 219–232. doi:10.1007/s11270-008-9840-7.
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Ziembik, Z., Dołhańczuk-Śródka, A., Komosa, A. et al. Assessment of 137Cs and 239,240Pu Distribution in Forest Soils of the Opole Anomaly. Water Air Soil Pollut 206, 307–320 (2010). https://doi.org/10.1007/s11270-009-0107-8
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DOI: https://doi.org/10.1007/s11270-009-0107-8