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Suarez FL, Yepes SM, Escobar A. Assessment of the electromagnetic field exposure due to wireless communication technologies in two university campuses of medellin, Colombia. Heliyon 2023; 9:e20323. [PMID: 37809888 PMCID: PMC10560042 DOI: 10.1016/j.heliyon.2023.e20323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 09/18/2023] [Accepted: 09/19/2023] [Indexed: 10/10/2023] Open
Abstract
Exposure to radiofrequency electromagnetic fields (RF-EMFs) is considered an area of significant importance in the medical and scientific community. However, the availability of exposure data for indoor and outdoor locations in universities is limited and currently inconsiderate in Latin America. The aim of this work was to evaluate the electric field levels due to mobile telecommunication technologies and Wi-Fi to which students and faculty staff from two campuses of a higher education institution are exposed. Using a portable spectrum analyzer, we carried out 516 short-term measurements in the 800-3000 MHz frequency range at both indoor and outdoor locations. These locations were chosen to cover all areas of the assessed buildings. The electric field differences between floors and buildings are discussed. Finally, we compared the electric field levels with exposure limits. The highest electric field level measured was 13.97 V/m at the 850 MHz band. However, the average electric field values were below 2 V/m. The greatest contribution to the total electric field was due to sources using the 850 MHz and 1900 MHz bands (98%), while the contribution of the Wi-Fi network was low (1.0%). The results show that all the electric field levels measured were lower than the ICNIRP reference levels for radio-frequency exposure.
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Affiliation(s)
- Fabio L. Suarez
- Department of Electronics and Telecommunications, Faculty of Engineering, Instituto Tecnologico Metropolitano ITM, Medellin, Colombia
| | - Sara M. Yepes
- Department of Electronics and Telecommunications, Faculty of Engineering, Instituto Tecnologico Metropolitano ITM, Medellin, Colombia
| | - Adolfo Escobar
- Advanced Materials and Energy Research Group, Faculty of Engineering, Instituto Tecnologico Metropolitano ITM, Medellin, Colombia
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Tyrakis C, Theodorou K, Kiouvrekis Y, Alexias A, Kappas C. Radiofrequency Exposure Levels in Greece. Bioelectromagnetics 2023; 44:17-25. [PMID: 36786436 DOI: 10.1002/bem.22434] [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: 01/12/2022] [Revised: 10/29/2022] [Accepted: 01/28/2023] [Indexed: 02/15/2023]
Abstract
Medical Physics Department (Medical School, University of Thessaly) participated in a Greek National EMF research program (EDBM34) with the scope to measure and evaluate radiofrequency (RF) exposure (27-3000 MHz) in areas of sensitive land use. A thousand (1000) measurements were carried out at two "metropolitan locations" (Athens and Thessaloniki: 624 points) and several rest urban/rural locations (376 points). SRM 3006 spectrum analyzer manufactured by Narda Safety Test Solutions was used. The broadband mean electric field in metropolitan areas was 0.41 V/m, while in the rest of Greece was 0.36 V/m. In metropolitan areas, the predominant RF source was the TV and Radio FM signals (36.2% mean contribution to the total RF exposure level). In the rest areas, the predominant source was the systems of the meteorological and military/defensive service (31.1%). The mobile sector contributed 14.9% in metropolitan areas versus 12.2% in the rest of Greece. The predominant mobile source was 900 MHz in both cases (4.5% in metropolitan areas vs. 3.3% in the rest of Greece). The total exposure from all RF sources complied with the International Commission on Non-Ionizing Radiation Protection (ICNIRP) 2020 safety guidelines [ICNIRP, 2020]. The maximum exposure level was 0.129% of the limit for the metropolitan areas vs. 0.110% for the rest of Greece. Nonremarkable differences between metropolitan areas' exposure and the rest of Greece. In most cases, new 5 G antennas will be added to the existing base stations. Thus, the total exposure may be increased, leading to higher safety distances. © 2023 Bioelectromagnetics Society.
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Affiliation(s)
- Charilaos Tyrakis
- Department of Medical Physics, Faculty of Medicine University of Thessaly, Larissa, Greece
| | - Kiki Theodorou
- Department of Medical Physics, Faculty of Medicine University of Thessaly, Larissa, Greece
| | - Yiannis Kiouvrekis
- Department of Public and One Health, School of Health Sciences, University of Thessaly, Thessaly, Greece
| | - Aris Alexias
- Department of Medical Physics, Faculty of Medicine University of Thessaly, Larissa, Greece
| | - Constantin Kappas
- Department of Medical Physics, Faculty of Medicine University of Thessaly, Larissa, Greece
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Ramirez-Vazquez R, Escobar I, Vandenbosch GAE, Vargas F, Caceres-Monllor DA, Arribas E. Measurement studies of personal exposure to radiofrequency electromagnetic fields: A systematic review. ENVIRONMENTAL RESEARCH 2023; 218:114979. [PMID: 36460078 DOI: 10.1016/j.envres.2022.114979] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 11/26/2022] [Accepted: 11/28/2022] [Indexed: 06/17/2023]
Abstract
The last 25 years have seen an increase in the number of radiofrequency sources with the global adoption of smartphones as primary connectivity devices. The objective of this work was to review and evaluate the measured studies of personal exposure to Radiofrequency Electromagnetic Fields (RF-RMF) and meet the basic quality criteria eligible for inclusion in this Review, according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, following the eligibility criteria of the PECO (Population, Exposure, Comparator, and Outcome) methodology, and the instrument for critical reading Critical Appraisal Skills Programme Español (CASPe). We systematically reviewed the works published between January 1, 1998, and December 31, 2021, yielding 56 publications. Of the different types of studies in which personal exposure to RF-EMF has been measured with two measurement methodologies can be highlighted: Personal measurements with volunteers and Personal measurements with a trained researcher (touring a specific area, one or several microenvironments, an entire city, walking or in some means of transport). Personal exposimeters were used in 83% of the studies. The lowest mean was measured in Egypt with a value of 0.00100 μW/m2 (1.00 nW/m2) in 2007 and the highest mean was measured in Belgium with a value of 285000 μW/m2 (0.285 W/m2) in 2019. The results of our study confirm that RF-EMF exposure levels are well below the maximum levels established by the ICNIRP guidelines.
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Affiliation(s)
- Raquel Ramirez-Vazquez
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Avda. de España S/n, University Campus, 02071, Albacete, Spain
| | - Isabel Escobar
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Avda. de España S/n, University Campus, 02071, Albacete, Spain
| | - Guy A E Vandenbosch
- ESAT-WaveCoRE, Dep. of Electrical Engineering, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, Box 2444, 3001, Leuven, Belgium
| | | | | | - Enrique Arribas
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Avda. de España S/n, University Campus, 02071, Albacete, Spain.
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Assessment of Radiofrequency Exposure in the Vicinity of School Environments in Crete Island, South Greece. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12094701] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This study aimed to estimate the radiofrequency exposure levels in the vicinity of nursery and primary schools at the northwest part of Crete island in Greece. Moreover, the compliance with the exposure limits, according to Greek legislation, was investigated. A total of 396 in situ frequency-selective and broadband measurements were conducted around 69 schools, classified in urban and suburban environments, in the range of 27–3000 MHz (subdivided in seven frequency bands). The measured value of the electric field strength (V/m) was recorded and, subsequently, the exposure ratio was calculated. Statistical analysis was performed in order to analyze and evaluate the data. In addition, a worst-case scenario was examined by considering the highest measured exposure level around each school. The statistical tests indicated that the mean and median values of the exposure ratio, even in the worst-case scenario, were found well below 1 for all frequency bands. The calculated distributions of the electric field measurements demonstrated that almost 90% of the latter were below 1 V/m, with the majority of values lying in the range of 0.5–1 V/m. The main contributors to the total exposure were the mobile communication frequencies and broadcasting, while the exposure was greater in urban than in suburban environments.
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Kiouvrekis Y, Manios G, Tsitsia V, Gourzoulidis G, Kappas C. A statistical analysis for RF-EMF exposure levels in sensitive land use: A novel study in Greek primary and secondary education schools. ENVIRONMENTAL RESEARCH 2020; 191:109940. [PMID: 33181972 DOI: 10.1016/j.envres.2020.109940] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 07/10/2020] [Accepted: 07/11/2020] [Indexed: 05/16/2023]
Abstract
BACKGROUND The increasing popularity of mobile phones and the expansion of network infrastructure in Greece have given rise to public concerns about potential adverse health effects on sensitive groups, such as children, from long-term radio-frequency (RF) electromagnetic fields (EMFs) exposure. According to Greek law the RF limit values for sensitive land use (schools, hospitals, etc) have been set to 60% of those recommended by EU standard and 70% for the general population. AIMS The objective of this study is to estimate mean RF-EMF exposure levels of Greek primary and secondary edu-cation schools located in urban environments. METHODS In selecting the minimum sample size we observed that the variance of the random variable was unknown, as there has been no similar previous study in Greece with schools as the target population. For this reason, a pilot study was conducted in 65 schools in order to estimate the standard deviation of the population and use that value to calculate the minimum sample size. Using a random machine num-ber generator contracted in R based on pseudo-random number algorithms, we obtained a sample of 492 schools in order to estimate the mean value for RF-EMF radiation sources in the 27 MHz-3GHz range in schools within urban environments in Greece. RESULTS We have performed the appropriate hypothesis test to get that there is sufficient evidence at the α = 0.05 level to conclude that the mean value for RF-EMF radiation sources in the 27 MHz-3GHz range, in schools within urban environments in Greece, is equal to 0.42 V/m, also a 95% confidence interval for the mean value is (0.4024, 0.4395)] with central value equal to the sample mean 0.4209. CONCLUSION In conclusion, the exposure level in the locations tested are both below 60% of the highest limit set by ICNIRP (International Commision on Non-Ionizing Radiation Protection) regarding sensitive land use.
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Affiliation(s)
- Yiannis Kiouvrekis
- Faculty of Medicine University of Thessaly, Larissa, Greece; University of West Attica, Department of BioMedical Sciences, Athens, Greece; University of Nicosia, Nicosia, Cyprus.
| | - Georgios Manios
- Faculty of Medicine University of Thessaly, Larissa, Greece.
| | | | - Georgios Gourzoulidis
- Faculty of Medicine University of Thessaly, Larissa, Greece; Research and Measurements Center of OHS Hazardous Agents, OHS Directorate, Hellenic Ministry of Labor, Athens, Greece.
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Tyrakis C, Gourzoulidis GA, Kiouvrekis Y, Alexias A, Alkhorayef M, Sulieman A, Kappas C. Radiofrequency Exposure in Schools' Environment Reveals Spectrum Characteristics: The Role of Public Information. Bioelectromagnetics 2020; 41:558-564. [DOI: 10.1002/bem.22286] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2020] [Revised: 05/18/2020] [Accepted: 07/08/2020] [Indexed: 11/09/2022]
Affiliation(s)
- Charilaos Tyrakis
- Department of Medical Physics Faculty of Medicine University of Thessaly Larissa Greece
| | - Georgios A. Gourzoulidis
- Department of Medical Physics Faculty of Medicine University of Thessaly Larissa Greece
- Research and Measurements Center of OHS Hazardous Agents OHS Directorate, Hellenic Ministry of Labor Athens Greece
| | - Yiannis Kiouvrekis
- Department of Biomedical Sciences University of West Attica Athens Greece
- University of Nicosia Nicosia Cyprus
| | - Aris Alexias
- Department of Medical Physics Faculty of Medicine University of Thessaly Larissa Greece
| | - Mohammed Alkhorayef
- Department of Radiological Sciences, College of Applied Medical Sciences King Saud University Riyadh Saudi Arabia
| | - Abdelmoneim Sulieman
- Department of Radiology and Medical Imaging, College of Applied Medical Sciences Prince Sattam Bin Abdulaziz University Al‐Kharj Saudi Arabia
| | - Constantin Kappas
- Department of Medical Physics Faculty of Medicine University of Thessaly Larissa Greece
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Kljajic D, Djuric N. Comparative analysis of EMF monitoring campaigns in the campus area of the University of Novi Sad. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:14735-14750. [PMID: 32052328 DOI: 10.1007/s11356-020-08008-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 02/05/2020] [Indexed: 06/10/2023]
Abstract
Following an increasing number of artificial electromagnetic field (EMF) sources in human surrounding, a number of research studies have been devoted to the issue of environmental EMF pollution. A particular attention has been attributed to the highly sensitive EMF zones, where people can stay for a longer period of time, which, among others, includes university campuses. Thus, the modern approach of long-term EMF monitoring has been established, carrying out cumulative field strength measurements at locations that are most visited by student population and university staff. The goal was to establish periodic and systematic EMF investigation over such highly sensitive areas, through a standardized procedure for EMF monitoring. In this paper, details about two EMF monitoring campaigns over the University of Novi Sad campus were presented, performing comparative analysis of their results. The obtained results revealed the increase (up to four times) of the cumulative field strength values, as well as the general population exposure, at specific locations. Between these two campaigns, the emergence of the new base station, as well as numerous Wi-Fi networks, was noticed in the campus. Consequently, the highest field strength values were acquired at two locations, most directly exposed to the main beams of base station's antennas, although all obtained values were at least five times lower than the minimal reference levels prescribed by the Serbian legislation. Even though such results are acceptable, the future monitoring campaigns should be planned, particularly since the installation of new EMF sources are expected in the campus of the University of Novi Sad.
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Affiliation(s)
- Dragan Kljajic
- Faculty of Technical Sciences, University of Novi Sad, Trg D. Obradovica 6, Novi Sad, 21000, Serbia.
| | - Nikola Djuric
- Faculty of Technical Sciences, University of Novi Sad, Trg D. Obradovica 6, Novi Sad, 21000, Serbia
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Jalilian H, Eeftens M, Ziaei M, Röösli M. Public exposure to radiofrequency electromagnetic fields in everyday microenvironments: An updated systematic review for Europe. ENVIRONMENTAL RESEARCH 2019; 176:108517. [PMID: 31202043 DOI: 10.1016/j.envres.2019.05.048] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Revised: 05/29/2019] [Accepted: 05/30/2019] [Indexed: 06/09/2023]
Abstract
Communication technologies are rapidly changing and this may affect public exposure to radiofrequency electromagnetic fields (RF-EMF). This systematic review of literature aims to update a previous review on public everyday RF-EMF exposure in Europe, which covered publications until 2015. From 144 eligible records identified by means of a systematic search in PubMed, Embase and Web of Knowledge databases, published between May 2015 and 1 July 2018, 26 records met the inclusion criteria. We extracted quantitative data on public exposure in different indoors, outdoors and transport environments. The data was descriptively analyzed with respect to the exposure patterns between different types of environments. Mean RF-EMF exposure in homes, schools and offices were between 0.04 and 0.76 V/m. Mean outdoor exposure values ranged from 0.07 to 1.27 V/m with downlink signals from mobile phone base stations being the most relevant contributor. RF-EMF levels tended to increase with increasing urbanity. Levels in public transport (bus, train and tram) and cars were between 0.14 and 0.69 V/m. The highest levels, up to 1.97 V/m, were measured in public transport stations with downlink as the most relevant contributor. In line with previous studies, RF-EMF exposure levels were highest in the transportation systems followed by outdoor and private indoor environments. This review does not indicate a noticeable increase in everyday RF-EMF exposure since 2012 despite increasing use of wireless communication devices.
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Affiliation(s)
- Hamed Jalilian
- Department of Occupational Health Engineering, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Marloes Eeftens
- Swiss Tropical and Public Health Institute, Socinstrasse 57, P.O. Box, CH-4002, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Mansour Ziaei
- School of Health and Nutrition, Bushehr University of Medical Sciences, Bushehr, Iran.
| | - Martin Röösli
- Swiss Tropical and Public Health Institute, Socinstrasse 57, P.O. Box, CH-4002, Basel, Switzerland; University of Basel, Basel, Switzerland
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Massardier-Pilonchery A, Nerrière E, Croidieu S, Ndagijimana F, Gaudaire F, Martinsons C, Noé N, Hours M. Assessment of Personal Occupational Exposure to Radiofrequency Electromagnetic Fields in Libraries and Media Libraries, Using Calibrated On-Body Exposimeters. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16122087. [PMID: 31200442 PMCID: PMC6616949 DOI: 10.3390/ijerph16122087] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 05/30/2019] [Accepted: 06/01/2019] [Indexed: 12/23/2022]
Abstract
Background and Objectives: With the spread of Wifi networks, safety concerns have arisen, with complaints of somatic disorders, notably in traditional libraries and media libraries. The aim of the present study was to describe the conditions and levels of exposure to radiofrequency electromagnetic fields in the real-life occupational conditions of those working in traditional libraries and media libraries. Methods: Dynamic measurements, using an exposimeter, were taken in 20 radiofrequency bands from 88 to 5850 MHz. The activity of 28 library workers was analyzed on a space-time budget. An audit of exposure sources and static measurements enabled the work-places to be mapped. Results: In seven libraries, 78,858 samples were taken over the 20 radiofrequency bands from 88 to 5850 MHz. Exposure was described for 28 working days. The median total field was 0.071 V/m (10th percentile: 0.022 V/m, 90th percentile: 0.534 V/m) and for Wifi the median field was 0.005 V/m (10th percentile: 0.005 V/m, 90th percentile: 0.028 V/m). Median individual exposure to Wifi frequency waves ranged from 0.005 to 0.040 V/m. Conclusions: Overall, the occupational exposure in this sector was close to the exposure in the general population. Peaks were due to the use of walkie-talkies by security staff. Exposure due to external sources depended on geographic location. Exposure in this occupation is well below the general occupational exposure levels, notably as regards Wifi.
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Affiliation(s)
- Amelie Massardier-Pilonchery
- Université de Lyon, Université Claude Bernard Lyon1, Ifsttar, UMRESTTE, UMR T_9405, 8 avenue Rockefeller 69373 Lyon, France.
- Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, 69495 Pierre Bénite, France.
| | - Elena Nerrière
- Université de Lyon, Université Claude Bernard Lyon1, Ifsttar, UMRESTTE, UMR T_9405, 8 avenue Rockefeller 69373 Lyon, France.
| | - Sophie Croidieu
- Service de médecine préventive de la Ville Lyon, 69006 Lyon, France.
| | | | - François Gaudaire
- Division Eclairage et Champs Electromagnétiques, Centre Scientifique et Technique du Bâtiment, 24 rue Joseph Fourier, 38400 Saint Martin d'Hères, France.
| | - Christophe Martinsons
- Division Eclairage et Champs Electromagnétiques, Centre Scientifique et Technique du Bâtiment, 24 rue Joseph Fourier, 38400 Saint Martin d'Hères, France.
| | - Nicolas Noé
- Division Eclairage et Champs Electromagnétiques, Centre Scientifique et Technique du Bâtiment, 11 rue Henri Picherit, 44300 Nantes, France.
| | - Martine Hours
- Université de Lyon, Université Claude Bernard Lyon1, Ifsttar, UMRESTTE, UMR T_9405, 8 avenue Rockefeller 69373 Lyon, France.
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Chiaramello E, Bonato M, Fiocchi S, Tognola G, Parazzini M, Ravazzani P, Wiart J. Radio Frequency Electromagnetic Fields Exposure Assessment in Indoor Environments: A Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E955. [PMID: 30884917 PMCID: PMC6466609 DOI: 10.3390/ijerph16060955] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 03/05/2019] [Accepted: 03/14/2019] [Indexed: 12/24/2022]
Abstract
Exposure to radiofrequency (RF) electromagnetic fields (EMFs) in indoor environments depends on both outdoor sources such as radio, television and mobile phone antennas and indoor sources, such as mobile phones and wireless communications applications. Establishing the levels of exposure could be challenging due to differences in the approaches used in different studies. The goal of this study is to present an overview of the last ten years research efforts about RF EMF exposure in indoor environments, considering different RF-EMF sources found to cause exposure in indoor environments, different indoor environments and different approaches used to assess the exposure. The highest maximum mean levels of the exposure considering the whole RF-EMF frequency band was found in offices (1.14 V/m) and in public transports (0.97 V/m), while the lowest levels of exposure were observed in homes and apartments, with mean values in the range 0.13⁻0.43 V/m. The contribution of different RF-EMF sources to the total level of exposure was found to show slightly different patterns among the indoor environments, but this finding has to be considered as a time-dependent picture of the continuous evolving exposure to RF-EMF.
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Affiliation(s)
- Emma Chiaramello
- Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni IEIIT CNR, 20133 Milano, Italy.
| | - Marta Bonato
- Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni IEIIT CNR, 20133 Milano, Italy.
- Dipartimento di Elettronica, Informazione e Bioingegneria DEIB, Politecnico di Milano, 20133 Milano, Italy.
| | - Serena Fiocchi
- Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni IEIIT CNR, 20133 Milano, Italy.
| | - Gabriella Tognola
- Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni IEIIT CNR, 20133 Milano, Italy.
| | - Marta Parazzini
- Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni IEIIT CNR, 20133 Milano, Italy.
| | - Paolo Ravazzani
- Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni IEIIT CNR, 20133 Milano, Italy.
| | - Joe Wiart
- Télécom ParisTech, LTCI University Paris Saclay, Chair C2M, 75013 Paris, France.
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Gallastegi M, Huss A, Santa-Marina L, Aurrekoetxea JJ, Guxens M, Birks LE, Ibarluzea J, Guerra D, Röösli M, Jiménez-Zabala A. Children's exposure assessment of radiofrequency fields: Comparison between spot and personal measurements. ENVIRONMENT INTERNATIONAL 2018; 118:60-69. [PMID: 29803802 DOI: 10.1016/j.envint.2018.05.028] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Revised: 05/06/2018] [Accepted: 05/13/2018] [Indexed: 06/08/2023]
Abstract
INTRODUCTION Radiofrequency (RF) fields are widely used and, while it is still unknown whether children are more vulnerable to this type of exposure, it is essential to explore their level of exposure in order to conduct adequate epidemiological studies. Personal measurements provide individualized information, but they are costly in terms of time and resources, especially in large epidemiological studies. Other approaches, such as estimation of time-weighted averages (TWAs) based on spot measurements could simplify the work. OBJECTIVES The aims of this study were to assess RF exposure in the Spanish INMA birth cohort by spot measurements and by personal measurements in the settings where children tend to spend most of their time, i.e., homes, schools and parks; to identify the settings and sources that contribute most to that exposure; and to explore if exposure assessment based on spot measurements is a valid proxy for personal exposure. METHODS When children were 8 years old, spot measurements were conducted in the principal settings of 104 participants: homes (104), schools and their playgrounds (26) and parks (79). At the same time, personal measurements were taken for a subsample of 50 children during 3 days. Exposure assessment based on personal and on spot measurements were compared both in terms of mean exposures and in exposure-dependent categories by means of Bland-Altman plots, Cohen's kappa and McNemar test. RESULTS Median exposure levels ranged from 29.73 (in children's bedrooms) to 200.10 μW/m2 (in school playgrounds) for spot measurements and were higher outdoors than indoors. Median personal exposure was 52.13 μW/m2 and median levels of assessments based on spot measurements ranged from 25.46 to 123.21 μW/m2. Based on spot measurements, the sources that contributed most to the exposure were FM radio, mobile phone downlink and Digital Video Broadcasting-Terrestrial, while indoor and personal sources contributed very little (altogether <20%). Similar distribution was observed with personal measurements. There was a bias proportional to power density between personal measurements and estimates based on spot measurements, with the latter providing higher exposure estimates. Nevertheless, there were no systematic differences between those methodologies when classifying subjects into exposure categories. Personal measurements of total RF exposure showed low to moderate agreement with home and bedroom spot measurements and agreed better, though moderately, with TWA based on spot measurements in the main settings where children spend time (homes, schools and parks; Kappa = 0.46). CONCLUSIONS Exposure assessment based on spot measurements could be a feasible proxy to rank personal RF exposure in children population, providing that all relevant locations are being measured.
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Affiliation(s)
- Mara Gallastegi
- BIODONOSTIA Health Research Institute, Dr. Begiristain Pasealekua, San Sebastian 20014, Spain; University of the Basque Country (UPV/EHU), Preventative Medicine and Public Health Department, Faculty of Medicine, Leioa 48940, Spain.
| | - Anke Huss
- Institute for Risk Assessment Sciences (IRAS), Division Environmental Epidemiology, Utrecht University, Yalelaan 2, 3584, CM, Utrecht, The Netherlands
| | - Loreto Santa-Marina
- BIODONOSTIA Health Research Institute, Dr. Begiristain Pasealekua, San Sebastian 20014, Spain; Public Health Division of Gipuzkoa, Basque Government, 4 Av. de Navarra, San Sebastian 20013, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, C/Monforte de Lemos 3-5, 28029 Madrid, Spain
| | - Juan J Aurrekoetxea
- BIODONOSTIA Health Research Institute, Dr. Begiristain Pasealekua, San Sebastian 20014, Spain; University of the Basque Country (UPV/EHU), Preventative Medicine and Public Health Department, Faculty of Medicine, Leioa 48940, Spain; Public Health Division of Gipuzkoa, Basque Government, 4 Av. de Navarra, San Sebastian 20013, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, C/Monforte de Lemos 3-5, 28029 Madrid, Spain
| | - Mònica Guxens
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, C/Monforte de Lemos 3-5, 28029 Madrid, Spain; ISGlobal, C/Doctor Aiguader 88, 08003 Barcelona, Spain; Pompeu Fabra University, C/Doctor Aiguader 88, 08003 Barcelona, Spain; Department of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Centre-Sophia Children's Hospital, PO Box 2060, 3000, CB, Rotterdam, The Netherlands
| | - Laura Ellen Birks
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, C/Monforte de Lemos 3-5, 28029 Madrid, Spain; ISGlobal, C/Doctor Aiguader 88, 08003 Barcelona, Spain; Pompeu Fabra University, C/Doctor Aiguader 88, 08003 Barcelona, Spain
| | - Jesús Ibarluzea
- BIODONOSTIA Health Research Institute, Dr. Begiristain Pasealekua, San Sebastian 20014, Spain; Public Health Division of Gipuzkoa, Basque Government, 4 Av. de Navarra, San Sebastian 20013, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, C/Monforte de Lemos 3-5, 28029 Madrid, Spain; University of the Basque Country UPV-EHU, Faculty of Psychology, Tolosa hiribidea 70, 20018 San Sebastian, Spain
| | - David Guerra
- University of the Basque Country (UPV/EHU), Communications Engineering Department, Faculty of Engineering, Alameda Urquijo, Bilbao 48013, Spain
| | - Martin Röösli
- Swiss Tropical and Public Health Institute, Socinstrasse 57, Basel 4002, Switzerland; University of Basel, Basel, Switzerland
| | - Ana Jiménez-Zabala
- BIODONOSTIA Health Research Institute, Dr. Begiristain Pasealekua, San Sebastian 20014, Spain; Public Health Division of Gipuzkoa, Basque Government, 4 Av. de Navarra, San Sebastian 20013, Spain
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