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Vives I Batlle J, Beresford NA, Beaugelin-Seiller K, Bezhenar R, Brown J, Cheng JJ, Ćujić M, Dragović S, Duffa C, Fiévet B, Hosseini A, Jung KT, Kamboj S, Keum DK, Kryshev A, LePoire D, Maderich V, Min BI, Periáñez R, Sazykina T, Suh KS, Yu C, Wang C, Heling R. Inter-comparison of dynamic models for radionuclide transfer to marine biota in a Fukushima accident scenario. J Environ Radioact 2016; 153:31-50. [PMID: 26717350 DOI: 10.1016/j.jenvrad.2015.12.006] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Revised: 12/02/2015] [Accepted: 12/02/2015] [Indexed: 06/05/2023]
Abstract
We report an inter-comparison of eight models designed to predict the radiological exposure of radionuclides in marine biota. The models were required to simulate dynamically the uptake and turnover of radionuclides by marine organisms. Model predictions of radionuclide uptake and turnover using kinetic calculations based on biological half-life (TB1/2) and/or more complex metabolic modelling approaches were used to predict activity concentrations and, consequently, dose rates of (90)Sr, (131)I and (137)Cs to fish, crustaceans, macroalgae and molluscs under circumstances where the water concentrations are changing with time. For comparison, the ERICA Tool, a model commonly used in environmental assessment, and which uses equilibrium concentration ratios, was also used. As input to the models we used hydrodynamic forecasts of water and sediment activity concentrations using a simulated scenario reflecting the Fukushima accident releases. Although model variability is important, the intercomparison gives logical results, in that the dynamic models predict consistently a pattern of delayed rise of activity concentration in biota and slow decline instead of the instantaneous equilibrium with the activity concentration in seawater predicted by the ERICA Tool. The differences between ERICA and the dynamic models increase the shorter the TB1/2 becomes; however, there is significant variability between models, underpinned by parameter and methodological differences between them. The need to validate the dynamic models used in this intercomparison has been highlighted, particularly in regards to optimisation of the model biokinetic parameters.
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Affiliation(s)
- J Vives I Batlle
- Belgian Nuclear Research Centre (SCK•CEN), Boeretang 200, 2400 Mol, Belgium.
| | - N A Beresford
- NERC - Centre for Ecology & Hydrology, Library Avenue, Lancaster, LA1 4AP, UK
| | | | - R Bezhenar
- Institute of Mathematical Machine and System Problems, Glushkov Av., 42, Kiev 03187, Ukraine
| | - J Brown
- Norwegian Radiation Protection Authority, Grini Næringspark 13, P.O. Box 55, NO-1332 Østerås, Norway
| | - J-J Cheng
- Argonne National Laboratory, Environmental Science Division, 9700 South Cass Avenue, EVS/Bldg 240, Argonne, IL 60439, USA
| | - M Ćujić
- University of Belgrade, Institute for the Application of Nuclear Energy, Banatska 31b, 11080 Belgrade, Serbia
| | - S Dragović
- Vinča Institute of Nuclear Sciences, University of Belgrade, P.O. Box 522, Belgrade, Serbia
| | - C Duffa
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), PRP-ENV, France
| | - B Fiévet
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), PRP-ENV, France
| | - A Hosseini
- Norwegian Radiation Protection Authority, Grini Næringspark 13, P.O. Box 55, NO-1332 Østerås, Norway
| | - K T Jung
- Korea Institute of Ocean Science and Technology, 787, Haean-ro, Ansan 426-744, Republic of Korea
| | - S Kamboj
- Argonne National Laboratory, Environmental Science Division, 9700 South Cass Avenue, EVS/Bldg 240, Argonne, IL 60439, USA
| | - D-K Keum
- KAERI - Korea Atomic Energy Research Institute, 150 Deokjindong, Yu Song, P.O. Box 105, 305-353 Daejeon, Republic of Korea
| | - A Kryshev
- Research and Production Association "Typhoon", 4 Pobedy Str., Obninsk, Kaluga Region 249038, Russia
| | - D LePoire
- Argonne National Laboratory, Environmental Science Division, 9700 South Cass Avenue, EVS/Bldg 240, Argonne, IL 60439, USA
| | - V Maderich
- Institute of Mathematical Machine and System Problems, Glushkov Av., 42, Kiev 03187, Ukraine
| | - B-I Min
- KAERI - Korea Atomic Energy Research Institute, 150 Deokjindong, Yu Song, P.O. Box 105, 305-353 Daejeon, Republic of Korea
| | - R Periáñez
- Departamento de Física Aplicada I, University of Seville, Carretera de Utrera km 1, 41013 Seville, Spain
| | - T Sazykina
- Research and Production Association "Typhoon", 4 Pobedy Str., Obninsk, Kaluga Region 249038, Russia
| | - K-S Suh
- KAERI - Korea Atomic Energy Research Institute, 150 Deokjindong, Yu Song, P.O. Box 105, 305-353 Daejeon, Republic of Korea
| | - C Yu
- Argonne National Laboratory, Environmental Science Division, 9700 South Cass Avenue, EVS/Bldg 240, Argonne, IL 60439, USA
| | - C Wang
- Argonne National Laboratory, Environmental Science Division, 9700 South Cass Avenue, EVS/Bldg 240, Argonne, IL 60439, USA
| | - R Heling
- NRG, Utrechtseweg 310, 6800 ES Arnhem, The Netherlands
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Samolov A, Dragović S, Daković M, Bačić G. Analysis of (7)Be behaviour in the air by using a multilayer perceptron neural network. J Environ Radioact 2014; 137:198-203. [PMID: 25106024 DOI: 10.1016/j.jenvrad.2014.07.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Revised: 07/14/2014] [Accepted: 07/16/2014] [Indexed: 06/03/2023]
Abstract
A multilayer perceptron artificial neural network (ANN) model for the prediction of the (7)Be behaviour in the air as the function of meteorological parameters was developed. The model was optimized and tested using (7)Be activity concentrations obtained by standard gamma-ray spectrometric analysis of air samples collected in Belgrade (Serbia) during 2009-2011 and meteorological data for the same period. Good correlation (r = 0.91) between experimental values of (7)Be activity concentrations and those predicted by ANN was obtained. The good performance of the model in prediction of (7)Be activity concentrations could provide basis for construction of models which would forecast behaviour of other airborne radionuclides.
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Affiliation(s)
- A Samolov
- Military Technical Institute, Belgrade, Serbia.
| | - S Dragović
- Vinča Institute of Nuclear Sciences, Belgrade, Serbia
| | - M Daković
- Faculty of Physical Chemistry, University of Belgrade, Serbia
| | - G Bačić
- Faculty of Physical Chemistry, University of Belgrade, Serbia
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Dragović S, Janković Mandić L. Transfer of radionuclides to ants, mosses and lichens in semi-natural ecosystems. Radiat Environ Biophys 2010; 49:625-634. [PMID: 20706729 DOI: 10.1007/s00411-010-0319-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2009] [Accepted: 07/29/2010] [Indexed: 05/29/2023]
Abstract
There is a scarcity of data on transfer of both natural and anthropogenic radionuclides to detritivorous invertebrates for use in the assessment of radiation exposure. Although mosses and lichens have been extensively used in biomonitoring programs, the data on transfer of radionuclides to these species are limited, particularly for natural radionuclides. To enhance the available data, activity concentrations of (137)Cs, (226)Ra and (228)Ra were measured in ants, mosses and lichens and corresponding undisturbed soil collected from semi-natural ecosystems in Serbia and Montenegro and biota/soil concentration ratios (CR) calculated. Since the majority of internal dose to biota is expected to come from (40)K, the activity concentrations of this radionuclide were also determined. The mean CR values for (137)Cs, (226)Ra and (228)Ra in ants analyzed in this study were found to be 0.02, 0.06 and 0.02, respectively. The mean CR values of radionuclides in mosses were found to be 2.84 for (137)Cs, 0.19 for (226)Ra and 0.16 for (228)Ra, while those in lichens were found to be 1.08 for (137)Cs, 0.15 for (226)Ra and 0.13 for (228)Ra. The CR values obtained in this study were compared with default CR values used in the ERICA Tool database and also with those reported in other studies.
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Affiliation(s)
- S Dragović
- Institute for the Application of Nuclear Energy, University of Belgrade, Belgrade, Serbia.
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Dragović S, Mihailović N, Gajić B. Quantification of transfer of (238)U, (226)Ra, (232)Th, (40)K and (137)Cs in mosses of a semi-natural ecosystem. J Environ Radioact 2010; 101:159-164. [PMID: 19836864 DOI: 10.1016/j.jenvrad.2009.09.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2009] [Revised: 09/21/2009] [Accepted: 09/21/2009] [Indexed: 05/28/2023]
Abstract
There is a lack of appropriate data on transfer of some radionuclides on many terrestrial biota groups. To expand the available data concentration ratios of (238)U, (226)Ra, (232)Th, (40)K and (137)Cs in mosses are presented in this paper. The relationship between concentration ratios of radionuclides and physicochemical characteristics of the underlying soil was also investigated. The data on concentration ratios obtained here will provide a useful addition to the currently used database of transfer parameters, particularly for natural radionuclides.
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Affiliation(s)
- S Dragović
- Institute for the Application of Nuclear Energy - INEP, University of Belgrade, Banatska 31b, 11080 Belgrade, Serbia.
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Dragović S, Mihailović N. Analysis of mosses and topsoils for detecting sources of heavy metal pollution: multivariate and enrichment factor analysis. Environ Monit Assess 2009; 157:383-390. [PMID: 18850291 DOI: 10.1007/s10661-008-0543-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2008] [Accepted: 09/11/2008] [Indexed: 05/26/2023]
Abstract
In order to assess the contribution of emission sources to the pollution of areas remote from industrial facilities, a combined approach of enrichment factor analysis and multivariate statistics was used for detecting the origin of heavy metal pollution in the Zlatibor ecosystem, in Serbia. Samples of moss (Pleurozium schreberi, Hylocomium splendens, Scleropodium purum, Hypnum cupressiforme and Thuidum delicatulum) and of topsoil (0-5 cm) were collected in 2005. The concentrations of seven heavy metals (Cd, Cr, Cu, Mn, Ni, Pb and Zn) were determined in moss and soil samples by atomic absorption spectrometry. The results obtained by enrichment factor analysis and two multivariate statistical methods, principal component analysis and cluster analysis, enabled discrimination of the lithologic and anthropogenic sources of heavy metals in the mosses. Enrichment factors, calculated to evaluate the contribution to the metal content in moss from anthropogenic sources, revealed pollution of the investigated area by Cd and Pb, originating from long-range transport and fossil fuel burning.
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Affiliation(s)
- S Dragović
- Department of Radioecology, Institute for Application of Nuclear Energy-INEP, Banatska 31b, 11080, Belgrade, Serbia.
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Dragović S, Mihailović N, Gajić B. Heavy metals in soils: distribution, relationship with soil characteristics and radionuclides and multivariate assessment of contamination sources. Chemosphere 2008; 72:491-5. [PMID: 18433832 DOI: 10.1016/j.chemosphere.2008.02.063] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2007] [Revised: 02/26/2008] [Accepted: 02/28/2008] [Indexed: 05/24/2023]
Abstract
The study is dealing with the distribution and the origin of heavy metals (Cd, Cr, Cu, Mn, Ni, Pb and Zn) in soils from a priori non-polluted areas. Positive correlations with organic matter and clay content but not with pH have been observed for most of elements analyzed in this study. Correlations of some metals (Cr, Pb and Zn) and radionuclides (238U and 137Cs) observed for analyzed soils could be explained by their common affinity for clay minerals. Enrichment factor (EF) analysis and cluster analysis (CA) highlighted the lithogenic origin of Cr, Cu, Mn, Ni, Pb and Zn and pointed out the primary input of Cd from anthropogenic sources. It also revealed the need for detailed geochemical surveys in the future in order to decrease the uncertainty of discrimination between lithogenic and anthropogenic origin of metals of interest.
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Affiliation(s)
- S Dragović
- Institute for Application of Nuclear Energy - INEP, Banatska 31b, 11080 Belgrade, Serbia.
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Dragović S, Janković L, Onjia A. Assessment of gamma dose rates from terrestrial exposure in Serbia and Montenegro. Radiat Prot Dosimetry 2006; 121:297-302. [PMID: 16899469 DOI: 10.1093/rpd/ncl099] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
The gamma dose rates due to naturally occuring terrestrial radionuclides ((226)Ra, (232)Th and (40)K) were calculated based on their activities in soil samples, determined by gamma-ray spectrometry. A total of 140 soil samples from 21 different regions of Serbia and Montenegro were collected. The gamma dose rates ranged from 7.40 to 29.7 nGy h(-1) for (226)Ra, from 12.9 to 46.5 nGy h(-1) for (232)Th and from 12.5 to 37.1 nGy h(-1) for (40)K. The total absorbed gamma dose rate due to these radionuclides varied from 34.5 to 97.6 nGy h(-1) with mean of 66.8 nGy h(-1). Assuming a 20% occupancy factor, the corresponding annual effective dose varied from 4.23 x 10(-5) to 11.9 x 10(-5) Sv with mean of 8.19 x 10(-5) Sv, i.e. the dose was lower than world wide average value. According to the values of external hazard index (mean: 0.39) obtained in this study, the radiation hazard was found to be insignificant for population living in the investigated area.
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Affiliation(s)
- S Dragović
- Institute for the Application of Nuclear Energy - INEP, Banatska 31b, 11080 Belgrade, Serbia and Montenegro.
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Dragović S, Nedić O, Stanković S, Bacić G. Radiocesium accumulation in mosses from highlands of Serbia and Montenegro: chemical and physiological aspects. J Environ Radioact 2004; 77:381-388. [PMID: 15381328 DOI: 10.1016/j.jenvrad.2004.04.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2003] [Revised: 04/04/2004] [Accepted: 04/26/2004] [Indexed: 05/24/2023]
Abstract
The aim of this work was (i) to determine the activity levels of 137Cs in mosses from highland ecosystems of Serbia and Montenegro, (ii) to find out if radiocesium is associated with essential biomacromolecules, and (iii) to investigate 137Cs distribution among intracellular compartments. It was found that biomolecules of mosses do not bind significant amounts of radiocesium (2.3-3.3% of the absorbed 137Cs), a behavior that was independent of the moss species. Cellular fractionation of mosses showed that membranes are the primary 137Cs-binding sites at the cellular level. They contained 26.1-43.1% of the initial radiocesium activity. It seems that 137Cs-binding molecules in different mosses are of similar chemical nature, and their distribution between various cellular compartments is not species specific.
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Affiliation(s)
- S Dragović
- Institute for the Application of Nuclear Energy (INEP), Banatska 31b, 11080 Belgrade, Yugoslavia.
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