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处理海洋环境中放射性核素浓度时间序列测量中的不可检测值。

Dealing with non-detect values in time-series measurements of radionuclide concentration in the marine environment.

机构信息

Laboratoire de Radioécologie de Cherbourg-Octeville, DEI/SECRE, Institut de Radioprotection et de Sûreté Nucléaire, Rue Max Pol Fouchet, BP10, 50130 Cherbourg-Octeville, France.

出版信息

J Environ Radioact. 2010 Jan;101(1):1-7. doi: 10.1016/j.jenvrad.2009.07.007. Epub 2009 Sep 24.

Abstract

The attention of scientists in the field of environmental radioactivity is drawn to statistical methods recommended by Dennis Helsel for dealing with datasets including measurements that fall below the detection limits, as often encountered in environmental monitoring programmes. The methods are described by Helsel in his book entitled "Nondetects and Data Analysis: Statistics for Censored Environmental Data" (John Wiley and Sons, New York, 2005, 250p). These methods are applied to a data subset (using data from France) of the Radioactive Substance Committee (OSPAR commission for the protection of the marine environment of the North-East Atlantic), corresponding to time-series measurements of Cs-137 concentration in seaweed in the vicinity of the Areva NC reprocessing plant at La Hague, which is used as an illustrative example. Despite the presence of 163 non-detect values out of 514 measurements, it is possible to estimate descriptive parameters and perform statistical tests to compare concentration levels between two periods of time. Finally, evidence is obtained for an overall decreasing trend with time. The benefits of these statistical methods for data analysis are discussed.

摘要

环境放射性领域的科学家们注意到,丹尼斯·赫尔塞尔(Dennis Helsel)推荐了一些统计方法,用于处理包括低于检测限的测量值在内的数据集,这种情况在环境监测计划中经常遇到。赫尔塞尔在他的著作《未检出值和数据分析:有删失的环境数据统计》(John Wiley and Sons,New York,2005,250 页)中描述了这些方法。这些方法应用于放射性物质委员会(OSPAR 保护东北大西洋海洋环境委员会)的数据子集中(使用来自法国的数据),该子集对应于拉阿格(La Hague)阿海珐 NC 后处理厂附近海藻中 Cs-137 浓度的时间序列测量值,该数据用作说明性示例。尽管在 514 次测量中有 163 次未检出值,但仍可以估计描述性参数并进行统计检验,以比较两个时间段的浓度水平。最后,证明了总体上随时间呈下降趋势。还讨论了这些统计方法在数据分析方面的好处。

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