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1998-2018 年波兰北部铍、铅、灰尘和 PM10 浓度与气象条件的相关性。

Correlations between Be, Pb, dust and PM10 concentrations in relation to meteorological conditions in northern Poland in 1998-2018.

机构信息

Institute of Meteorology and Water Management - National Research Institute, Waszyngtona 42, 81-342, Gdynia, Poland.

Institute of Meteorology and Water Management - National Research Institute, Waszyngtona 42, 81-342, Gdynia, Poland.

出版信息

J Environ Radioact. 2021 Mar;228:106526. doi: 10.1016/j.jenvrad.2020.106526. Epub 2020 Dec 29.

DOI:10.1016/j.jenvrad.2020.106526
PMID:33383392
Abstract

Analysis of a twenty-year (1998-2018) data series on Be concentrations in weekly collected aerosol samples in northern Poland showed a clear pattern of seasonal changes in Be with a maximum in the summer period associated with the most intensive thermal convection and vertical mixing. Activity concentrations of Be ranged from 480 μBq m to 9370 μBq m. A strong relationship has been shown between Be concentrations observed in years and the activity of the Sun related to the sunspot number. Activity concentrations of Pb in aerosol ranged from 17 μBq m to 1490 μBq m-3 with maximum occurring in the winter. The difference in the seasonal pattern in Be and Pb concentrations were directly related to the different sources of both isotopes, as an additional source of Pb was the products of combustion during the heating season. Similar pattern with maximum concentrations in winter was observed for PM10, as the main source is the same as in the case Pb. A content of PM10 was in the range from 6.5 to 81.7 μg m. A statistically significant correlation between both isotopes occurs. At the same time, Be, Pb and PM10 are visibly related to the dust concentrations ranged from 7.3 μg m in winter to 134.8 μg m in spring. Statistical analysis carried out with simple regression model, stepwise multiple regression, and Random Forest models showed that the sunspots number, air temperature and sunshine duration have the most substantial impact on transport, and hence the concentration of Be in the surface layer of the atmosphere. The increase in relative humidity and precipitation and higher wind speed have a statistically significant effect on the reduction of Be concentrations in surface air.

摘要

对波兰北部二十年(1998-2018 年)采集的气溶胶样品中 Be 浓度的每周数据系列进行分析,结果表明 Be 的季节性变化模式明显,夏季浓度最高,与最强烈的热对流和垂直混合有关。Be 的活度浓度范围为 480 μBq m 至 9370 μBq m。结果表明,Be 浓度与太阳活动与太阳黑子数有关。气溶胶中 Pb 的活度浓度范围为 17 μBq m 至 1490 μBq m-3,最大值出现在冬季。Be 和 Pb 浓度的季节模式差异与两种同位素的不同来源直接相关,因为 Pb 的另一个来源是供暖季节燃烧的产物。PM10 的浓度也呈现出类似的冬季最高浓度模式,因为主要来源与 Pb 相同。PM10 的浓度范围为 6.5 至 81.7 μg m。两种同位素之间存在显著的相关性。同时,Be、Pb 和 PM10 与粉尘浓度明显相关,粉尘浓度范围从冬季的 7.3 μg m 到春季的 134.8 μg m。使用简单回归模型、逐步多元回归和随机森林模型进行的统计分析表明,太阳黑子数、空气温度和日照时间对 Be 在大气表层的传输及其浓度有最显著的影响。相对湿度和降水量的增加以及较高的风速对降低地表空气中 Be 浓度具有统计学意义。

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