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Hernández-Ceballos MA, Brattich E, Ajtić J. Airflow and teleconnection patterns driving the spatial and temporal variability of high 7Be air concentrations in Europe. CHEMOSPHERE 2022; 303:135194. [PMID: 35660056 DOI: 10.1016/j.chemosphere.2022.135194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 05/25/2022] [Accepted: 05/30/2022] [Indexed: 06/15/2023]
Abstract
The long-term monitoring of the cosmogenic 7Be activity concentrations has been used to better understand the influence of large-scale atmospheric circulation dynamics in the troposphere. With an aim, this study analyzes weekly 7Be data from 15 sampling stations in Europe over 2005-2014. We first define peak (or extremely high) events in each station as those activity concentrations above the 90th percentile, and then investigate their temporal and spatial variability. These events are most frequent in the spring and summer seasons, with a notable latitudinal variability in their number. Next, we use back-trajectory cluster analysis to identify the main advection pathways associated with these high concentrations. To achieve this, persistent periods, i.e., sampling periods over which at least 60% of the calculated backward trajectories arriving at a given site correspond to the same airflow pattern, are taken as reference. This method reveals large differences in the association between the airflow patterns observed at different stations in connection with the 7Be peaks. A comparison between stations shows no clear spatial pattern, which suggests a further influence of mesoscale/local physical processes on the surface 7Be activity concentrations. Finally, the main airflow pattern at each sampling site and the associated 7Be peaks, are related to the main teleconnection patterns of large scale and regional climate variability in Europe: North Atlantic Oscillation, Arctic Oscillation, East Atlantic, East Atlantic/Western Russia, Scandinavian pattern and Western Mediterranean Oscillation. The results point out the connection between the negative phases of NAO and We-MO, and the positive phase of EA with the spatial and temporal variability and occurrence of the 7Be peak activity concentrations. These results show a latitudinal division between northern and southern sites, with similar influence of teleconnection patterns, while those located in the central part of Europe present larger variability in the impact of teleconnection patterns.
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Affiliation(s)
| | - E Brattich
- Department of Physics and Astronomy "Augusto Righi", Alma Mater Studiorum University of Bologna, via Irnerio 46, 40126, Bologna (BO), Italy
| | - J Ajtić
- Faculty of Veterinary Medicine, University of Belgrade, Bulevar oslobođenja 18, 11000, Belgrade, Serbia
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2
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Zheng M, Sjolte J, Adolphi F, Aldahan A, Possnert G, Wu M, Muscheler R. Solar and meteorological influences on seasonal atmospheric 7Be in Europe for 1975 to 2018. CHEMOSPHERE 2021; 263:128318. [PMID: 33297251 DOI: 10.1016/j.chemosphere.2020.128318] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Revised: 09/03/2020] [Accepted: 09/09/2020] [Indexed: 06/12/2023]
Abstract
Assessing the transport of natural radionuclides in the atmosphere provides a powerful tool to study air mass circulation. Here, we investigated the seasonal atmospheric distribution of the naturally produced 7Be in surface air over Europe between 40° N and 68° N during the period 1975-2018. The results suggest that the inter-annual variability of 7Be reflects production rates of the radionuclide induced by solar modulation of cosmic rays. Further analysis of the meteorological influences indicates that the meteorological influences on 7Be concentrations are geographically and seasonally dependent. We found that, in general, the tropopause pressure plays an important factor influencing 7Be activity for winter and spring seasons while the sea level pressure and temperature are more dominant during summer and autumn seasons. The combination of tropospheric production rates and meteorological parameters explains 24%-79% variances of the seasonal 7Be activity. We further applied a three-box model to study the influence of stratosphere-troposphere exchanges on 7Be concentrations. The simulation supports that the seasonal cycle of 7Be in Europe is controlled by two main factors: the changing height of the troposphere (seasonality of the tropopause height) and seasonal variations of the stratosphere-troposphere exchanges.
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Affiliation(s)
- Minjie Zheng
- Department of Geology, Lund University, Lund, Sweden.
| | - Jesper Sjolte
- Department of Geology, Lund University, Lund, Sweden
| | - Florian Adolphi
- Department of Geology, Lund University, Lund, Sweden; Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany; Department of Geosciences, University of Bremen, Germany
| | - Ala Aldahan
- Department of Geology, United Arab Emirates University, Al Ain, United Arab Emirates.
| | | | - Mousong Wu
- International Institute for Earth System Science, Nanjing University, Nanjing, China
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3
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Affolter S, Steinmann P, Aemisegger F, Purtschert R, Leuenberger M. Origin and percolation times of Milandre Cave drip water determined by tritium time series and beryllium-7 data from Switzerland. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2020; 222:106346. [PMID: 32892903 DOI: 10.1016/j.jenvrad.2020.106346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 06/21/2020] [Accepted: 06/27/2020] [Indexed: 06/11/2023]
Abstract
Early observations of the tritium (3H) activity in precipitation from Switzerland started in 1967 in Bern and a monitoring program with improved analytical techniques was carried out between 1971 and 2009. Between 2012 and 2015, we performed tritium analyses on daily precipitation samples from north-western Switzerland to better constrain the tritium variability. We also collected waters dripping inside Milandre Cave (Jura Mountains) with a 4-6 months' resolution in order to estimate the age of the drip water, which is mandatory to interpret the high-resolution speleothem (cave carbonate deposits) records. Over the monitoring period, the mean tritium concentration in the daily precipitation samples was approximately 8.7 ± 4.7 TU with distinct seasonality showing higher values in spring and summer (from April-May to August-September). The similarity in trends with the other cosmogenic radionuclide beryllium-7 (7Be) suggests that, for the study site, tritium in precipitation essentially originates from stratospheric input in spring. In winter, precipitation dynamics with increasing moisture originating from the Atlantic and diluted during transport contribute to low values close to the Atlantic background. In cave drip water, the depleted activity level of tritium indicates a relatively long percolation time from the surface to the cave of several years. A residual superimposed short tritium variability provides evidence for the occurrence of fast flowing water paths. The contribution from both components were quantified based on a two-component lumped parameter-mixing model. Finally, we show that tritium concentrations in cave drip water are linked to the moisture origin and atmospheric transport pathways.
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Affiliation(s)
- Stéphane Affolter
- Physic Institute and Oeschger Centre for Climate Change Research, University of Bern, 3012, Bern, Switzerland; International Foundation for High Altitude Research Stations Jungfraujoch and Gornergrat, 3012, Bern, Switzerland.
| | | | - Franziska Aemisegger
- Institute for Atmospheric and Climate Science, ETH Zurich, 8092, Zurich, Switzerland
| | - Roland Purtschert
- Physic Institute and Oeschger Centre for Climate Change Research, University of Bern, 3012, Bern, Switzerland
| | - Markus Leuenberger
- Physic Institute and Oeschger Centre for Climate Change Research, University of Bern, 3012, Bern, Switzerland
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4
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Terzi L, Wotawa G, Schoeppner M, Kalinowski M, Saey PRJ, Steinmann P, Luan L, Staten PW. Radioisotopes demonstrate changes in global atmospheric circulation possibly caused by global warming. Sci Rep 2020; 10:10695. [PMID: 32612126 PMCID: PMC7329870 DOI: 10.1038/s41598-020-66541-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 05/22/2020] [Indexed: 11/19/2022] Open
Abstract
In this paper, we present a new method to study global atmospheric processes and their changes during the last decade. A cosmogenic radionuclide measured at ground-level, beryllium-7, is utilized as a proxy to study atmospheric dynamics. Beryllium-7 has two advantages: First, this radionuclide, primarily created in the lower stratosphere, attaches to aerosols that are transported downwards to the troposphere and travel around the globe with the general atmospheric circulation. By monitoring these particles, we can provide a global, simple, and sustainable way to track processes such as multi-annual variation of the troposphere, tropopause heightening, position and speed of atmospheric interface zones, as well as the poleward movement and stalling patterns of jet streams. Second, beryllium-7 is a product of cosmic rays which are themselves directly linked to solar activity and the earth magnetic field. This study shows whether beryllium-7 observed concentration changes are correlated with such natural processes or independent of them. Our work confirms that major changes in the atmospheric circulation are currently ongoing, even though timeseries are too short to make climatological assessments. We provide solid evidence of significant and progressive changes of the global atmospheric circulation as well as modifications of tropopause heights over the past decade. As the last decade happened to be the warmest on record, this analysis also indicates that the observed changes are, at least to some extent, attributable to global warming.
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Affiliation(s)
- Lucrezia Terzi
- Belgian Nuclear Research Centre (SCK•CEN), Mol, Belgium.
- Technische Universität Wien, Atominstitut, Austria.
| | - Gerhard Wotawa
- Zentralanstalt für Meteorologie und Geodynamik (ZAMG), Vienna, Austria
| | - Michael Schoeppner
- Provisional Technical Secretariat, Preparatory Commission for the Nuclear-Test-Ban Treaty Organization, International Data Centre, Vienna, Austria
- University of Natural Resources and Life Sciences, Institute of Safety/Security and Risk Sciences, Vienna, Austria
| | - Martin Kalinowski
- Provisional Technical Secretariat, Preparatory Commission for the Nuclear-Test-Ban Treaty Organization, International Data Centre, Vienna, Austria
| | | | | | - Lan Luan
- Indiana University Bloomington, Bloomington, Indiana, USA
| | - Paul W Staten
- Indiana University Bloomington, Bloomington, Indiana, USA
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5
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Negative correlation between the number of sunspots and the occurrence of 7Be and 22Na in the surface air and their contribution to radiation doses. Arh Hig Rada Toksikol 2019; 70:290-295. [PMID: 32623855 DOI: 10.2478/aiht-2019-70-3336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Accepted: 12/01/2019] [Indexed: 11/20/2022] Open
Abstract
This article presents yearly mean concentrations of cosmogenic radionuclides 7Be and 22Na occurring in dry and wet depositions (fallout) and aerosols. Time dependencies negatively correlated with the yearly mean number of sunspots. Activity concentrations of 7Be and 22Na in aerosols in the surface air had a correlation of near-unity. 7Be in aerosols exhibited a smoother time dependence than 22Na, implying that the production of 22Na is more sensitive to the solar activity than the production of 7Be. The effect of the measured doses on the general population through internal and external exposure to radiation from cosmogenic radionuclides was small.
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6
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Leppänen AP. Deposition of naturally occurring 7Be and 210Pb in Northern Finland. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2019; 208-209:105995. [PMID: 31254861 DOI: 10.1016/j.jenvrad.2019.105995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2019] [Revised: 06/07/2019] [Accepted: 06/13/2019] [Indexed: 06/09/2023]
Abstract
This study presents observations of naturally occurring 7Be and 210Pb in total deposition collected in three deposition sampling stations located in three towns in Northern Finland at Rovaniemi, Sodankylä and Ivalo. The deposition samples were measured in three-month intervals and the collected data covered the years from 1991 to 2017 in Rovaniemi and the years from 1999 to 2017 in Sodankylä and Ivalo. The 7Be deposition was observed to be dependent on the amount of precipitation where higher amount of precipitation meant higher 7Be deposition. The 7Be deposition showed a distinctive seasonal cycle where the highest 7Be deposition values were observed occur during July-September and the lowest values during January-March. From the annual total deposition 72-84% occurred during the months of April-September (2nd and 3rd quarters). The precipitation normalized enrichment factor (α) determined the excess or deficiency of 7Be relative to the amount of rain. The most excess of 7Be in the deposition was observed during April-June (2nd quarter) while the most 7Be depleted precipitation occurred during January-March (1st quarter). The large excess of 7Be in precipitation during April-June (2nd quarter) was an indication of injections of 7Be rich stratospheric air into troposphere. By using simultaneously collected 7Be aerosol concentration data at Rovaniemi and Ivalo, the 7Be deposition velocities were determined. The deposition velocities (VD) were also found to have a strong seasonal cycle where low velocities were observed during winter and higher ones during summer. The 7Be deposition time series were also compared with other time series that are known to affect ground level 7Be aerosol concentrations. These were precipitation, sunspot number (SSN), galactic cosmic ray flux (GCR), Arctic Oscillation (AO), North Atlantic Oscillation (NAO) and Scandinavian Pattern (SCAND) indices. The Pearson correlation and wavelet coherence (WTC) was used to analyze possible correlations between the time series. The analyses showed that the coherences were location dependent. Rovaniemi 7Be deposition data correlated strongly with rain and weakly with the SCAND index at the 6-8 year scale. The Sodankylä 7Be deposition data correlated strongly with the precipitation and SSN and GCR and weakly with AO and NAO indices. Ivalo 7Be deposition data correlated with strongly with 7Be aerosol concentration data, SSN, GCR and NAO index and weakly with the AO index. The WTC analysis revealed anti-phase coherences with the AO and NAO indices at 4-6 year scale. The 210Pb deposition data was sparse and only available from 2011 onwards. 210Pb deposition had a seasonal cycle where higher deposition values were observed during summer and lower ones deposition during winter. The annual 210Pb deposition was determined at Rovaniemi and Sodankylä during 2014. The values of 7Be/210Pb ratio was found to vary significantly seasonally, higher 7Be/210Pb ratios were measured during summer and lower ones during winter.
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Affiliation(s)
- Ari-Pekka Leppänen
- Radiation and Nuclear Safety Authority - STUK, Lähteentie 2, 96400, Rovaniemi, Finland.
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7
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Rodríguez-Perulero A, Baeza A, Guillén J. Seasonal evolution of 7,10Be and 22Na in the near surface atmosphere of Cáceres (Spain). JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2019; 197:55-61. [PMID: 30530294 DOI: 10.1016/j.jenvrad.2018.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 11/26/2018] [Accepted: 11/26/2018] [Indexed: 06/09/2023]
Abstract
Cosmogenic radionuclides provide information about air masses exchanges between stratosphere and troposphere. The 7Be concentration in aerosols usually shows a seasonal variability, depending also of the climatic conditions. There are, however, fewer data available of the behavior of other cosmogenic radionuclides, such as 10Be and 22Na. In this work about 7 years of aerosols collected in Cáceres (Spain) were analyzed. The 7Be concentration was higher than 22Na and 10Be, being the 22Na/7Be and 10Be/7Be ratios (1.16 ± 0.02)·10-4 and (1.5 ± 0.3)·10-4 respectively. For the 22Na/7Be, a seasonal variation was observed, being higher in spring/summer. Seasonal variation of 7Be and 22Na were explained using a model taking into account local values of the solar radiation, rainfall and dry deposition. The effective residence time for 7Be and 22Na were (9.9 ± 1.0) and (11.3 ± 1.4) d respectively. Both 7Be and 22Na seemed to decrease with increasing number of sunspots, although it was not statistically significant probably due to the low solar activity reported in the analyzed period.
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Affiliation(s)
- A Rodríguez-Perulero
- LARUEX, Environmental Radioactivity Laboratory, Dpt. Applied Physics, Faculty of Veterinary Sciences, Avda. Universidad, s/n, 10003, Cáceres, Spain
| | - A Baeza
- LARUEX, Environmental Radioactivity Laboratory, Dpt. Applied Physics, Faculty of Veterinary Sciences, Avda. Universidad, s/n, 10003, Cáceres, Spain
| | - J Guillén
- LARUEX, Environmental Radioactivity Laboratory, Dpt. Applied Physics, Faculty of Veterinary Sciences, Avda. Universidad, s/n, 10003, Cáceres, Spain.
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8
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Zhang W, Lam K, Ungar K. The development of a digital gamma-gamma coincidence/anticoincidence spectrometer and its applications to monitor low-level atmospheric 22Na/ 7Be activity ratios in Resolute Bay, Canada. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2018; 192:434-439. [PMID: 30064089 DOI: 10.1016/j.jenvrad.2018.07.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 07/23/2018] [Accepted: 07/25/2018] [Indexed: 06/08/2023]
Abstract
Using a previously developed digital gamma-gamma coincidence/anticoincidence spectrometer, daily aerosol samples collected at Resolute Bay, Canada (74.71°N, 94.97°W) from May 2016 to April 2017 were analysed for activity concentrations of 22Na and 7Be. The spectrometer design allows a more selective measurement of 22Na with a significant background reduction by gamma-gamma coincidence events processing. It has been demonstrated that the improved spectrometer provides a more sensitive and effective way to quantify trace amounts of 22Na and 7Be with a critical limit of 3 mBq and 5 Bq respectively for a 20 h counting. The 7Be/22Na ratio data set obtained in this study showed significant annual variation, which has a distinct spring (typically from February to May) maximum and winter (from September to February of next calendar year) minimum, which suggest that it could be used as a radiochronometer for studying the atmospheric processes. The 7Be/22Na ratios are most likely connected to deep stratosphere-to-troposphere transport (STT) exchange events where air with a higher 7Be/22Na ratio originates from downward flow from stratosphere to the troposphere. The aerosols with lower 7Be/22Na ratios located between two oscillation peaks may have longer residence time. The correlations between 7Be and 22Na activity concentration were the high during these time periods. Compared with other studies based on weekly collected aerosol samples, the techniques greatly improve the temporal resolution of 7Be/22Na data set that will be able to provide more detailed information to study various atmospheric phenomena.
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Affiliation(s)
- Weihua Zhang
- Radiation Protection Bureau of Health Canada, 775 Brookfield Road, Ottawa, Ontario, K1A 1C1, Canada.
| | - Kenneth Lam
- Radiation Protection Bureau of Health Canada, 775 Brookfield Road, Ottawa, Ontario, K1A 1C1, Canada
| | - Kurt Ungar
- Radiation Protection Bureau of Health Canada, 775 Brookfield Road, Ottawa, Ontario, K1A 1C1, Canada
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9
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Chham E, Piñero-García F, Brattich E, El Bardouni T, Ferro-García MA. 7Be spatial and temporal pattern in southwest of Europe (Spain): Evaluation of a predictive model. CHEMOSPHERE 2018; 205:194-202. [PMID: 29698830 DOI: 10.1016/j.chemosphere.2018.04.099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 03/27/2018] [Accepted: 04/16/2018] [Indexed: 06/08/2023]
Abstract
This study presents a comprehensive statistical analysis of the cosmogenic radioisotope 7Be measured in surface air in ten stations over Spain for a 9 years period (from January 2006 to December 2014). Besides the analysis of 7Be seasonal and inter-annual variability, 7Be frequency distributions and its correlations with meteorological variables observed in the 10 sampling sites were investigated. The second part of this paper focuses on a feasibility study for the application of the Artificial Neural Networks (ANNs) to predict monthly 7Be activity concentrations using meteorological variables, PM10 concentrations and the sunspot number as input parameters. Notwithstanding the low correlations found between 7Be and input parameter, the performance of the ANNs, as evaluated by the relevant statistical parameters, demonstrates their capability to correctly predict 7Be monthly activities in the 10 Spanish sampling sites.
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Affiliation(s)
- E Chham
- Radiochemistry and Environmental Radiology Laboratory, Inorganic Chemical Department, Faculty of Sciences, University of Granada, 18077, Granada, Spain; Physics Department (ERSN), Faculty of Sciences, Abdelmalek Essaadi University, 93002, Tétouan, Morocco.
| | - F Piñero-García
- Radiochemistry and Environmental Radiology Laboratory, Inorganic Chemical Department, Faculty of Sciences, University of Granada, 18077, Granada, Spain
| | - E Brattich
- Department of Physics and Astronomy, University of Bologna, 40126, Bologna, BO, Italy
| | - T El Bardouni
- Physics Department (ERSN), Faculty of Sciences, Abdelmalek Essaadi University, 93002, Tétouan, Morocco
| | - M A Ferro-García
- Radiochemistry and Environmental Radiology Laboratory, Inorganic Chemical Department, Faculty of Sciences, University of Granada, 18077, Granada, Spain
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10
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Kapała J, Karpińska M, Mnich S, Gromotowicz-Popławska A, Kulesza G. 7Be concentration in the near-surface layer of the air in Bialystok (north-eastern Poland) in the years 1992-2010. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2018; 187:40-44. [PMID: 29499440 DOI: 10.1016/j.jenvrad.2018.02.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 02/19/2018] [Accepted: 02/19/2018] [Indexed: 06/08/2023]
Abstract
Weekly measurements of air 7Be concentrations (n = 769) were performed in the years 1992-2010 in Bialystok (north-eastern Poland) using gamma spectrometry. The arithmetic mean (AM) concentration of 7Be was 2.51 mBq m-3, and the median (M) was 2.24 mBq m-3 (range 0.47-7.81 mBq m-3). The observed 7Be concentrations were within the range of levels recorded in Europe. Typical seasonal variability was observed. Concentrations of 7Be in the warm season (May, June, July) were almost twice as high as those in the cold season (November, December, January). A correlation was found between weekly 7Be concentrations and mean weekly values of relative humidity, temperature, and wind speed throughout the observation period. Pearson's correlation coefficients were -0.63, p < 0.001; 0.477, p < 0.001; -0.288, p < 0.001, respectively. The correlation coefficient between sunspot number and mean annual 7Be concentrations in the air in the years 1992-2010 was -0.609.
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Affiliation(s)
- Jacek Kapała
- Medical University of Bialystok, Department of Biophysics, Mickiewicza 2A, 15-222 Bialystok, Poland.
| | - Maria Karpińska
- Medical University of Bialystok, Department of Biophysics, Mickiewicza 2A, 15-222 Bialystok, Poland
| | - Stanisław Mnich
- The State Higher School of Computer Science and Business Administration in Lomza, Akademicka 14, 18-400 Lomza, Poland
| | | | - Grzegorz Kulesza
- Medical University of Bialystok, Department of Biophysics, Mickiewicza 2A, 15-222 Bialystok, Poland
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11
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Savva M, Karangelos D, Anagnostakis M. Determination of 7 Be and 22 Na activity in air and rainwater samples by gamma-ray spectrometry. Appl Radiat Isot 2018; 134:466-469. [DOI: 10.1016/j.apradiso.2017.07.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Revised: 07/07/2017] [Accepted: 07/09/2017] [Indexed: 10/19/2022]
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12
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Dueñas C, Gordo E, Liger E, Cabello M, Cañete S, Pérez M, Torre-Luque PDL. 7Be, 210Pb and 40K depositions over 11 years in Málaga. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2017; 178-179:325-334. [PMID: 28965023 DOI: 10.1016/j.jenvrad.2017.09.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Revised: 09/15/2017] [Accepted: 09/15/2017] [Indexed: 06/07/2023]
Abstract
The monthly bulk depositional fluxes of three natural radionuclides (7Be, 210Pb and 40K) were measured at a Mediterranean coastal station (Málaga) over an 11-year period from 2005 to 2015. The mean annual depositional fluxes of 7Be, 210Pb and 40K were 1215, 144 and 67 Bq m-2 year-1 respectively, showing a clear seasonal trend with minimum values recorded during summer and maximum values in winter. The rainfall regime with dry summers allows estimating the dry deposition. Assuming constant dry deposition through each year, 7Be, 210Pb and 40K would account for 12.5, 26.5 and 33% of the bulk fallout respectively which indicates that deposition for 210Pb and 40K are significantly higher than 7Be. The precipitation-normalized enrichment factor alpha used to explain seasonal variations in the depositional fluxes of radionuclides with respect the rainfall, indicates higher depositional fluxes during spring and summer than expected from the amount of rainfall. Despite their different origin, 210Pb and 7Be monthly depositional fluxes have strong correlation. The atmospheric deposition fluxes of 7Be, 210Pb and 40K were controlled mainly by the amount of rainfall (r = 0.89, 0.91 and 0.66 respectively). Moreover, principal component analysis was applied to the datasets and deposition of radionuclides and rainfall in the same component highlighting the importance of the washout mechanism. The mean depositional velocity of aerosols evaluated using 7Be and 210Pb are similar and are compared to other published values.
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Affiliation(s)
- C Dueñas
- Department of Applied Physics I, Faculty of Sciences, University of Málaga, Málaga, Spain.
| | - E Gordo
- Department of Applied Physics I, Faculty of Sciences, University of Málaga, Málaga, Spain
| | - E Liger
- Department of Applied Physics II, Technical College Informatic Engineering, University of Málaga, Málaga, Spain
| | - M Cabello
- Department of Applied Physics I, Faculty of Sciences, University of Málaga, Málaga, Spain
| | - S Cañete
- Department of Applied Physics I, Faculty of Sciences, University of Málaga, Málaga, Spain
| | - M Pérez
- Department of Radiology and Health Physics, Ophthalmology and OTI, Faculty of Medicine, University of Málaga, Málaga, Spain
| | - P de la Torre-Luque
- Department of Applied Physics I, Faculty of Sciences, University of Málaga, Málaga, Spain
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13
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Hoffman I, Lewis B, Chan P, Ungar K. Analysis of 22Na using a spectral summation technique on high-volume aerosol samples. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2017; 169-170:151-158. [PMID: 28119208 DOI: 10.1016/j.jenvrad.2017.01.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Revised: 01/06/2017] [Accepted: 01/07/2017] [Indexed: 06/06/2023]
Abstract
Measurement of cosmogenic 22Na in daily aerosol samples is often difficult due to low atmospheric production rates. A new technique based upon spectral summation of sequential high-volume aerosol samples to measure 22Na is described and validated. This summation technique has broad applications to any detection system that produces sequential representative sample measurements in which radioisotopes are just below the detection limit, provided the energy calibration is stable. It is anticipated that a global dataset of this radionuclide will have many important environmental science applications.
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Affiliation(s)
- I Hoffman
- Radiation Protection Bureau, Health Canada, 775 Brookfield Rd., Ottawa, Ontario, Canada.
| | - B Lewis
- Department of Chemistry and Chemical Engineering, Royal Military College of Canada, PO Box 17000, Kingston, Ontario, Canada
| | - P Chan
- Department of Chemistry and Chemical Engineering, Royal Military College of Canada, PO Box 17000, Kingston, Ontario, Canada
| | - K Ungar
- Radiation Protection Bureau, Health Canada, 775 Brookfield Rd., Ottawa, Ontario, Canada
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14
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Mietelski JW, Nalichowska E, Tomankiewicz E, Brudecki K, Janowski P, Kierepko R. Gamma emitters in atmospheric precipitation in Krakow (Southern Poland) during the years 2005-2015. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2017; 166:10-16. [PMID: 26905021 DOI: 10.1016/j.jenvrad.2016.02.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Revised: 01/18/2016] [Accepted: 02/11/2016] [Indexed: 06/05/2023]
Abstract
The results of the sum of dry and wet activity deposition for naturally occurring 7Be, 210Pb, 40K, 22Na and anthropogenic 137Cs radionuclides in Krakow (Southern Poland) for the samples collected over 10 years (from August 2005 to July 2015) are presented and discussed. The radionuclides were determined using low background gamma spectrometry with HPGe detectors. Additionally, in this paper there are shown the results of activity concentrations in water from air precipitation for 7Be, 210Pb, 22Na, 40K and 137Cs radioisotopes from the period of 7 years (from August 2008 to July 2015). For all these series the statistical analysis including Spearman correlations, effects of seasonal variation and multiple regression models were conducted. After excluding two months from 2011 affected by the Fukushima accident, high Spearman correlation factors (R > 0.5) for activity deposition were noticed for the pair of the cosmogenic radionuclides 7Be and 22Na (R = 0.508) and between 210Pb and 7Be (R = 0.570). High correlation was noted between activity deposition and amount of precipitation for 7Be (R = 0.677). The seasonal correlations between 7Be-22Na, 40K-137Cs, 210Pb-137Cs and 7Be-210Pb were investigated and the highest correlation coefficient R = 0.731 for the 40K-137Cs pair was in the spring season. High correlations were observed also between 210Pb and 7Be for autumn (R = 0.594), 40K-137Cs in summer (R = 0.582), 7Be-22Na in spring (R = 0.635) and 210Pb-137Cs in autumn (R = 0.672). The multiple regression approach showed the interesting difference in scavenging mechanisms of cosmogenic and terrestrial radionuclides. According to that model, the deposition of cosmogenic nuclides was noticeably related to the amount of precipitation, while the deposition of terrestrial radionuclides did not show such dependence.
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Affiliation(s)
- Jerzy W Mietelski
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences (IFJ PAN), Radzikowskiego 152, 31-342 Krakow, Poland.
| | - Ewa Nalichowska
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences (IFJ PAN), Radzikowskiego 152, 31-342 Krakow, Poland
| | - Ewa Tomankiewicz
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences (IFJ PAN), Radzikowskiego 152, 31-342 Krakow, Poland
| | - Kamil Brudecki
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences (IFJ PAN), Radzikowskiego 152, 31-342 Krakow, Poland
| | - Paweł Janowski
- Faculty of Physics and Applied Computer Sciences, AGH University of Science and Technology. Al. Mickiewicza 30, 30-059 Krakow, Poland
| | - Renata Kierepko
- The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences (IFJ PAN), Radzikowskiego 152, 31-342 Krakow, Poland
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Hernández-Ceballos MA, Brattich E, Lozano RL, Cinelli G. 7Be behaviour and meteorological conditions associated with 7Be peak events in Spain. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2017; 166:17-26. [PMID: 27067370 DOI: 10.1016/j.jenvrad.2016.03.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 03/18/2016] [Accepted: 03/21/2016] [Indexed: 06/05/2023]
Abstract
This work regards a comprehensive analysis of the overall distribution of 7Be activity concentrations in Spain and the synoptic meteorological conditions associated with the highest 7Be peaks (>8 mBq/m3). The use of four sampling stations (Barcelona, Bilbao, Madrid, and Sevilla) included in REMdb, with different latitudinal location, as well as the relatively long time period used in this study (2001-2010), allowed to improve the understanding of 7Be spatio-temporal distribution in Spain. The comparison of the 7Be activity concentrations mean values indicated a north-south gradient (from 3.1 ± 1.1 mBq/m3 in Bilbao to 4.0 ± 1.8 mBq/m3 in Sevilla), even though not statistically significant (as indicated by the t-test). However, the analysis of frequency distributions and temporal evolutions of 7Be activity concentrations have suggested the presence of two main areas, namely northern (Bilbao and Barcelona) and southern (Sevilla) Spain. The identification and analysis of periods associated with the highest values of 7Be have allowed studying the different synoptic patterns associated with stratospheric-tropospheric transport (STT). In particular, three episodes (one in the north and two in the south) potentially associated with vigorous STT have been identified and analysed in detail. The results displayed that the omega block configuration, extending either over western Russia and Scandinavia or into the Atlantic Ocean, forced the prevailing jet stream to the northeast and south of Spain respectively with subsequent subsidence. In summer, this blocking configuration at high latitudes was combined with the presence of the Azores high pressure system to the west of Spain, affecting the 7Be activity concentration recorded in the south.
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Affiliation(s)
- M A Hernández-Ceballos
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Via Enrico Fermi 2749, 21027 Ispra, VA, Italy.
| | - E Brattich
- Environ. Chemistry and Radioactivity Lab., Dept. of Chemistry "G. Ciamician", Alma Mater Studiorum University of Bologna, Via Selmi 2, 40126 Bologna, BO, Italy
| | - R L Lozano
- Maraf Aviator Sciences, Baza, Granada, Spain
| | - G Cinelli
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Via Enrico Fermi 2749, 21027 Ispra, VA, Italy
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16
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Masson O, Bieringer J, Brattich E, Dalheimer A, Estier S, Penev I, Ringer W, Schlosser C, Steinkopff T, Steinmann P, Tositti L, Van Beek P, Vismes-Ott AD. Variation in airborne 134Cs, 137Cs, particulate 131I and 7Be maximum activities at high-altitude European locations after the arrival of Fukushima-labeled air masses. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2016; 162-163:14-22. [PMID: 27214283 DOI: 10.1016/j.jenvrad.2016.05.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Revised: 05/04/2016] [Accepted: 05/06/2016] [Indexed: 06/05/2023]
Abstract
The Fukushima-labeled air mass arrival, and later the cesium-134 (134Cs), cesium-137 (137Cs) and particulate iodine-131 (hereafter noted 131Ip) maximum levels were registered in Europe at different dates depending on the location. Most of those data were obtained at low-altitude sampling areas. Here, we compare the airborne levels registered at different high-altitude European locations (from 850 m to about 3500 m). The integrated 137Cs activity concentration was not uniform with regard to the altitude even after a long travel time/distance from Japan. Moreover, the relation of integrated 137Cs vs. altitude showed a linear decrease up to an altitude of about 3000 m. A similar trend was noticed for 131Ip (particulate fraction) while it increased above 3000 m. Comparison with 7Be activity concentration showed that, as far as the high altitude location is concerned, the 137Cs and 134Cs maximum concentrations corresponded to the 7Be maximum, suggesting downdraft movements from high tropospheric or stratospheric layers to be responsible for 137,134Cs increase and peak values. This was also confirmed by high potential vorticity and low relative humidity registered during the peak values.
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Affiliation(s)
- Olivier Masson
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), BP 3, 13115, St Paul lez Durance, Cedex, France.
| | | | - Erika Brattich
- Laboratorio di Chimica e Radioattività ambientale, University of Bologna, 40126 Bologna, Italy
| | - Axel Dalheimer
- Deutscher Wetterdienst (DWD), Referat TI 24, Frankfurterstraße 135, 63067 Offenbach, Germany
| | - Sybille Estier
- Federal Office of Public Health, (FOPH), Schwarzenburgstrasse 165, CH-3003 Bern, Switzerland
| | - Ilia Penev
- Institute for Nuclear Research and Nuclear Energy (INRNE), 72 Tzarigradsko shosse, Blvd Bulgarian Academy of Sciences, 1784 Sofia, Bulgaria
| | - Wolfgang Ringer
- Austrian Agency for Health and Food Safety (AGES), Radon and Radioecology, 4020 Linz, Austria
| | | | - Thomas Steinkopff
- Deutscher Wetterdienst (DWD), Referat TI 24, Frankfurterstraße 135, 63067 Offenbach, Germany
| | - Philipp Steinmann
- Federal Office of Public Health, (FOPH), Schwarzenburgstrasse 165, CH-3003 Bern, Switzerland
| | - Laura Tositti
- Laboratorio di Chimica e Radioattività ambientale, University of Bologna, 40126 Bologna, Italy
| | - Pieter Van Beek
- Laboratoire d'Etudes en Géophysique et Océanographie Spatiales (LEGOS), Observatoire Midi Pyrénées, 14 avenue Edouard Belin, 31400 Toulouse, France
| | - Anne de Vismes-Ott
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), LMRE, 501, Bois des Rames, 91400 Orsay, France
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17
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Anagnostakis MJ. Environmental radioactivity measurements and applications – Difficulties, current status and future trends. Radiat Phys Chem Oxf Engl 1993 2015. [DOI: 10.1016/j.radphyschem.2015.04.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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18
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Hernández-Ceballos MA, Cinelli G, Ferrer MM, Tollefsen T, De Felice L, Nweke E, Tognoli PV, Vanzo S, De Cort M. A climatology of ⁷Be in surface air in European Union. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2015; 141:62-70. [PMID: 25544729 DOI: 10.1016/j.jenvrad.2014.12.003] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2014] [Revised: 12/03/2014] [Accepted: 12/05/2014] [Indexed: 06/04/2023]
Abstract
This study presents a European-wide analysis of the spatial and temporal distribution of the cosmogenic isotope (7)Be in surface air. This is the first time that a long term database of 34 sampling sites that regularly provide data to the Radioactivity Environmental Monitoring (REM) network, managed by the Joint Research Centre (JRC) in Ispra, is used. While temporal coverage varies between stations, some of them have delivered data more or less continuously from 1984 to 2011. The station locations were considerably heterogeneous, both in terms of latitude and altitude, a range which should ensure a high degree of representativeness of the results. The mean values of (7)Be activity concentration presented a spatial distribution value ranging from 2.0 to 5.4 mBq/m(3) over the European Union. The results of the ANOVA analysis of all (7)Be data available indicated that its temporal and spatial distributions were mainly explained by the location and characteristic of the sampling sites rather than its temporal distribution (yearly, seasonal and monthly). Higher (7)Be concentrations were registered at the middle, compared to high-latitude, regions. However, there was no correlation with altitude, since all stations are sited within the atmospheric boundary layer. In addition, the total and yearly analyses of the data indicated a dynamic range of (7)Be activity for each solar cycle and phase (maximum or minimum), different impact on stations having been observed according to their location. Finally, the results indicated a significant seasonal and monthly variation for (7)Be activity concentration across the European Union, with maximum concentrations occurring in the summer and minimum in the winter, although with differences in the values reached. The knowledge of the horizontal and vertical distribution of this natural radionuclide in the atmosphere is a key parameter for modelling studies of atmospheric processes, which are important phenomena to be taken into account in the case of a nuclear accident.
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Affiliation(s)
- M A Hernández-Ceballos
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Nuclear Security Unit, Via Enrico Fermi 2749, I-21027 Ispra (VA), Italy.
| | - G Cinelli
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Nuclear Security Unit, Via Enrico Fermi 2749, I-21027 Ispra (VA), Italy
| | - M Marín Ferrer
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Nuclear Security Unit, Via Enrico Fermi 2749, I-21027 Ispra (VA), Italy
| | - T Tollefsen
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Nuclear Security Unit, Via Enrico Fermi 2749, I-21027 Ispra (VA), Italy
| | - L De Felice
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Nuclear Security Unit, Via Enrico Fermi 2749, I-21027 Ispra (VA), Italy
| | - E Nweke
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Nuclear Security Unit, Via Enrico Fermi 2749, I-21027 Ispra (VA), Italy
| | - P V Tognoli
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Nuclear Security Unit, Via Enrico Fermi 2749, I-21027 Ispra (VA), Italy
| | - S Vanzo
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Nuclear Security Unit, Via Enrico Fermi 2749, I-21027 Ispra (VA), Italy
| | - M De Cort
- European Commission, Joint Research Centre (JRC), Institute for Transuranium Elements (ITU), Nuclear Security Unit, Via Enrico Fermi 2749, I-21027 Ispra (VA), Italy
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19
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Burnett JL, Davies AV. Beryllium-7 activity at Comprehensive Nuclear-Test-Ban Treaty stations hosted by the United Kingdom. J Radioanal Nucl Chem 2014. [DOI: 10.1007/s10967-014-3122-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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20
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Cosmogenic 22Na, 7Be and terrestrial 137Cs, 40K radionuclides in ground level air samples collected weekly in Kraków (Poland) over years 2003-2006. J Radioanal Nucl Chem 2014. [PMID: 26224972 PMCID: PMC4514665 DOI: 10.1007/s10967-014-3049-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A low background gamma spectrometer with an Etruscan, 2500 years old lead shield and a muon veto detector were applied to study 22Na and 7Be activity concentration in ground level air aerosol samples collected weekly over the years 2003–2006 in Kraków. Each sample was formed with ca 100 000 m3 of passed air, collected with two parallel ASS-500 high volume air samplers. The results for 40K and 137Cs are also presented for reference and comparison. Presented frequency distributions for activity concentration and correlation between the obtained results are discussed. The activity concentration results confirmed seasonal variation of activity to be different for all the investigated radionuclides. Moreover, the seasonal variation in nucleus activity ratio was also noticed for 22Na and 7Be. Cosmogenic radionuclides being mainly of stratospheric origin, are subsequently attached to fine aerosols, via which they are transported to the ground level air. The mean aerosol transport time within the troposphere was estimated as equal to 7.5 days on average, reaching even 50 days in warm seasons. Limitations of the applied model were identified.
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21
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Bourcier L, Masson O, Laj P, Paulat P, Pichon JM, Chausse P, Gurriaran R, Sellegri K. 7Be, 210Pb and 137Cs concentrations in cloud water. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2014; 128:15-19. [PMID: 24239655 DOI: 10.1016/j.jenvrad.2013.10.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2013] [Revised: 10/22/2013] [Accepted: 10/23/2013] [Indexed: 06/02/2023]
Abstract
Cloud water was sampled during 8 months, in 2008 and 2009, at the puy de Dome high-altitude atmospheric research station (France). The concentrations of (7)Be and (210)Pb, both naturally occurring radionuclides, and (137)Cs of anthropogenic origin, were determined. Those values are useful for a better knowledge of the aftermath cloud deposition and more generally for wet deposition assessment of radionuclides. This is of primary interest in case of a nuclear accident, especially considering (137)Cs deposition, both for high-altitude locations that are regularly embedded by clouds and also for lowlands where fog can occur. The (7)Be and (210)Pb average activity concentrations in cloud water found were 1.9±0.11 mBq m(-3) air and 140±10 μBq m(-3) air, respectively. For (137)Cs, the average concentration was 0.14±0.02 μBq m(-3) air. This very low-level is representative of the long term post-accidental background level. Indeed, for the studied period, the last accidental (137)Cs release was that of Chernobyl accident, in April 1986. To our knowledge this is the first data about (137)Cs reference level determination in cloud water. The comparison between cloud water and rain water concentrations showed a ratio cloud/rain ranging between 3.4 and 8.1, in agreement with previous studies performed on inorganic compounds. Scavenging efficiencies of aerosols by cloud droplets were also calculated with the additional aerosol concentrations routinely measured at the station and were quite low (0.13-0.40) compared to what has previously been observed for inorganic soluble ions.
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Affiliation(s)
- L Bourcier
- Laboratoire de Météorologie Physique, Observatoire de Physique du Globe de Clermont-Ferrand, Université Blaise Pascal - CNRS, 24 avenue des Landais, 63 177 Aubière Cedex, France.
| | - O Masson
- Nuclear Safety and Radioprotection Institute (IRSN), PRP-Env/SESURE/LERCM, Cadarache, BP 3, 13 115 Saint Paul lez Durance, France.
| | - P Laj
- Laboratoire de Météorologie Physique, Observatoire de Physique du Globe de Clermont-Ferrand, Université Blaise Pascal - CNRS, 24 avenue des Landais, 63 177 Aubière Cedex, France
| | - P Paulat
- Nuclear Safety and Radioprotection Institute (IRSN), PRP-Env/SESURE/LERCM, Cadarache, BP 3, 13 115 Saint Paul lez Durance, France
| | - J-M Pichon
- Laboratoire de Météorologie Physique, Observatoire de Physique du Globe de Clermont-Ferrand, Université Blaise Pascal - CNRS, 24 avenue des Landais, 63 177 Aubière Cedex, France
| | - P Chausse
- Laboratoire de Météorologie Physique, Observatoire de Physique du Globe de Clermont-Ferrand, Université Blaise Pascal - CNRS, 24 avenue des Landais, 63 177 Aubière Cedex, France
| | - R Gurriaran
- Nuclear Safety and Radioprotection Institute (IRSN), PRP-Env/STEME /LMRE, bât. 501, 91400 Orsay Cedex, France
| | - K Sellegri
- Laboratoire de Météorologie Physique, Observatoire de Physique du Globe de Clermont-Ferrand, Université Blaise Pascal - CNRS, 24 avenue des Landais, 63 177 Aubière Cedex, France
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