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儿童住宅环境极低频磁场个人暴露的聚类分析:环境变量的影响。

Cluster Analysis of Residential Personal Exposure to ELF Magnetic Field in Children: Effect of Environmental Variables.

机构信息

CNR IEIIT-Consiglio Nazionale delle Ricerche, Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni, 20133 Milan, Italy.

Dipartimento di Elettronica, Informazione e Bioingegneria DEIB, Politecnico di Milano, 20133 Milan, Italy.

出版信息

Int J Environ Res Public Health. 2019 Nov 8;16(22):4363. doi: 10.3390/ijerph16224363.

DOI:10.3390/ijerph16224363
PMID:31717366
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6888053/
Abstract

Personal exposure to Extremely Low Frequency Magnetic Fields (ELF MF) in children is a very timely topic. We applied cluster analysis to 24 h indoor personal exposures of 884 children in France to identify possible common patterns of exposures. We investigated how electric networks near child home and other variables potentially affecting residential exposure, such as indoor sources of ELF MF, the age and type of the residence and family size, characterized the magnetic field exposure patterns. We identified three indoor personal exposure patterns: children living near overhead lines of high (63-150 kV), extra-high (225 kV) and ultra-high voltage (400 kV) were characterized by the highest exposures; children living near underground networks of low (400 V) and mid voltage (20 kV) and substations (20 kV/400 V) were characterized by mid exposures; children living far from electric networks had the lowest level of exposure. The harmonic component was not relevant in discriminating the exposure patterns, unlike the 50 Hz or broadband (40-800 Hz) component. Children using electric heating appliances, or living in big buildings or in larger families had generally a higher level of personal indoor exposure. Instead, the age of the residence was not relevant in differentiating the exposure patterns.

摘要

儿童个体对极低频磁场(ELF MF)的暴露是一个非常及时的话题。我们对法国 884 名儿童 24 小时室内个人暴露进行了聚类分析,以确定可能存在的共同暴露模式。我们研究了儿童家庭附近的电网以及其他可能影响住宅暴露的变量,如室内 ELF MF 源、住宅的年龄和类型以及家庭规模,这些因素如何描述磁场暴露模式。我们确定了三种室内个人暴露模式:居住在架空高压(63-150 kV)、特高压(225 kV)和超高压(400 kV)线路附近的儿童具有最高的暴露水平;居住在地下网络低压(400 V)、中压(20 kV)和变电站(20 kV/400 V)附近的儿童具有中等暴露水平;远离电网的儿童暴露水平最低。与 50 Hz 或宽带(40-800 Hz)分量不同,谐波分量在区分暴露模式方面没有相关性。使用电热器具、居住在大型建筑物或大家庭中的儿童通常具有更高水平的个人室内暴露。相反,住宅的年龄在区分暴露模式方面没有相关性。

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本文引用的文献

1
Use of Machine Learning in the Analysis of Indoor ELF MF Exposure in Children.机器学习在儿童室内 ELF MF 暴露分析中的应用。
Int J Environ Res Public Health. 2019 Apr 6;16(7):1230. doi: 10.3390/ijerph16071230.
2
Exposure of children to extremely low frequency magnetic fields in France: Results of the EXPERS study.法国儿童接触极低频磁场的情况:EXPERS 研究的结果。
J Expo Sci Environ Epidemiol. 2017 Sep;27(5):505-512. doi: 10.1038/jes.2016.59. Epub 2016 Nov 9.
3
Review of Studies Concerning Electromagnetic Field (EMF) Exposure Assessment in Europe: Low Frequency Fields (50 Hz-100 kHz).欧洲关于电磁场(EMF)暴露评估的研究综述:低频场(50赫兹 - 100千赫兹)
Int J Environ Res Public Health. 2016 Sep 1;13(9):875. doi: 10.3390/ijerph13090875.
4
Extremely low-frequency magnetic fields and risk of childhood leukemia: A risk assessment by the ARIMMORA consortium.极低频磁场与儿童白血病风险:ARIMMORA联盟的风险评估
Bioelectromagnetics. 2016 Apr;37(3):183-189. doi: 10.1002/bem.21963. Epub 2016 Mar 15.
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Characterization of indoor extremely low frequency and low frequency electromagnetic fields in the INMA-Granada cohort.INMA-格拉纳达队列中室内极低频和低频电磁场的特征分析。
PLoS One. 2014 Sep 5;9(9):e106666. doi: 10.1371/journal.pone.0106666. eCollection 2014.
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Methods used to estimate residential exposure to 50 Hz magnetic fields from overhead power lines in an epidemiological study in France.在法国的一项流行病学研究中,用于估计居民因架空电力线路而暴露于50赫兹磁场的方法。
J Radiol Prot. 2013 Jun;33(2):349-65. doi: 10.1088/0952-4746/33/2/349. Epub 2013 Mar 13.
7
Methodology of a study on the French population exposure to 50 Hz magnetic fields.一项关于法国人群暴露于50赫兹磁场的研究方法
Radiat Prot Dosimetry. 2010 Dec;142(2-4):146-52. doi: 10.1093/rpd/ncq213. Epub 2010 Nov 18.
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Pooled analysis of recent studies on magnetic fields and childhood leukaemia.磁场与儿童白血病的近期研究汇总分析。
Br J Cancer. 2010 Sep 28;103(7):1128-35. doi: 10.1038/sj.bjc.6605838.
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Survey of electromagnetic field exposure in bedrooms of residences in lower Austria.奥地利下奥地利州住宅卧室的电磁场暴露调查。
Bioelectromagnetics. 2010 Apr;31(3):200-8. doi: 10.1002/bem.20548.
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Analysis of individual- and school-level clustering of power frequency magnetic fields.工频磁场的个体和学校层面聚类分析。
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