ISGlobal, Barcelona, Spain; Pompeu Fabra University, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain.
Departement of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel 4051, Switzerland; University of Basel, Basel, Switzerland.
Environ Int. 2018 Aug;117:204-214. doi: 10.1016/j.envint.2018.04.026. Epub 2018 May 10.
BACKGROUND: Exposure to radiofrequency electromagnetic fields (RF-EMF) has rapidly increased and little is known about exposure levels in children. This study describes personal RF-EMF environmental exposure levels from handheld devices and fixed site transmitters in European children, the determinants of this, and the day-to-day and year-to-year repeatability of these exposure levels. METHODS: Personal environmental RF-EMF exposure (μW/m, power flux density) was measured in 529 children (ages 8-18 years) in Denmark, the Netherlands, Slovenia, Switzerland, and Spain using personal portable exposure meters for a period of up to three days between 2014 and 2016, and repeated in a subsample of 28 children one year later. The meters captured 16 frequency bands every 4 s and incorporated a GPS. Activity diaries and questionnaires were used to collect children's location, use of handheld devices, and presence of indoor RF-EMF sources. Six general frequency bands were defined: total, digital enhanced cordless telecommunications (DECT), television and radio antennas (broadcast), mobile phones (uplink), mobile phone base stations (downlink), and Wireless Fidelity (WiFi). We used adjusted mixed effects models with region random effects to estimate associations of handheld device use habits and indoor RF-EMF sources with personal RF-EMF exposure. Day-to-day and year-to-year repeatability of personal RF-EMF exposure were calculated through intraclass correlations (ICC). RESULTS: Median total personal RF-EMF exposure was 75.5 μW/m. Downlink was the largest contributor to total exposure (median: 27.2 μW/m) followed by broadcast (9.9 μW/m). Exposure from uplink (4.7 μW/m) was lower. WiFi and DECT contributed very little to exposure levels. Exposure was higher during day (94.2 μW/m) than night (23.0 μW/m), and slightly higher during weekends than weekdays, although varying across regions. Median exposures were highest while children were outside (157.0 μW/m) or traveling (171.3 μW/m), and much lower at home (33.0 μW/m) or in school (35.1 μW/m). Children living in urban environments had higher exposure than children in rural environments. Older children and users of mobile phones had higher uplink exposure but not total exposure, compared to younger children and those that did not use mobile phones. Day-to-day repeatability was moderate to high for most of the general frequency bands (ICCs between 0.43 and 0.85), as well as for total, broadcast, and downlink for the year-to-year repeatability (ICCs between 0.49 and 0.80) in a small subsample. CONCLUSION: The largest contributors to total personal environmental RF-EMF exposure were downlink and broadcast, and these exposures showed high repeatability. Urbanicity was the most important determinant of total exposure and mobile phone use was the most important determinant of uplink exposure. It is important to continue evaluating RF-EMF exposure in children as device use habits, exposure levels, and main contributing sources may change.
背景:射频电磁辐射(RF-EMF)的接触量迅速增加,但人们对儿童的接触水平知之甚少。本研究描述了欧洲儿童手持设备和固定基站的个人 RF-EMF 环境暴露水平、这些暴露水平的决定因素,以及这些暴露水平的日常和年度可重复性。
方法:在 2014 年至 2016 年期间,丹麦、荷兰、斯洛文尼亚、瑞士和西班牙的 529 名(8-18 岁)儿童使用个人便携式暴露计在长达三天的时间内测量个人环境 RF-EMF 暴露(μW/m,功率通量密度),并在一年后对 28 名儿童进行了重复测量。这些计每 4 秒捕获 16 个频率带,并内置 GPS。活动日记和问卷调查用于收集儿童的位置、手持设备的使用情况以及室内 RF-EMF 源的存在情况。定义了六个一般频率带:总、数字增强无绳电话(DECT)、电视和无线电天线(广播)、移动电话(上行链路)、移动电话基站(下行链路)和无线保真(WiFi)。我们使用调整后的混合效应模型和区域随机效应来估计手持设备使用习惯和室内 RF-EMF 源与个人 RF-EMF 暴露之间的关联。通过组内相关系数(ICC)计算个人 RF-EMF 暴露的日常和年度可重复性。
结果:总个人 RF-EMF 暴露的中位数为 75.5 μW/m。下行链路是总暴露的最大贡献者(中位数:27.2 μW/m),其次是广播(9.9 μW/m)。上行链路的暴露(4.7 μW/m)较低。WiFi 和 DECT 对暴露水平的贡献很小。白天(94.2 μW/m)的暴露高于夜间(23.0 μW/m),周末的暴露略高于工作日,尽管在不同地区有所不同。当儿童在室外(157.0 μW/m)或旅行(171.3 μW/m)时,暴露最高,而在家(33.0 μW/m)或在学校(35.1 μW/m)时暴露最低。居住在城市环境中的儿童比居住在农村环境中的儿童暴露更高。与年龄较小的儿童和不使用移动电话的儿童相比,年龄较大的儿童和使用移动电话的儿童的上行链路暴露更高,但总暴露没有增加。对于大多数一般频率带(0.43 至 0.85 之间的 ICC)以及总暴露、广播和下行链路的年度可重复性(0.49 至 0.80 之间的 ICC),大多数一般频率带的日常可重复性为中度至高度,在一个小样本中。
结论:总个人环境 RF-EMF 暴露的最大贡献者是下行链路和广播,这些暴露具有很高的可重复性。城市化是总暴露的最重要决定因素,而移动电话的使用是上行链路暴露的最重要决定因素。随着设备使用习惯、暴露水平和主要贡献源的变化,继续评估儿童的 RF-EMF 暴露情况非常重要。
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