Visualizing radiofrequency electromagnetic field exposure through Voronoi-based maps

Environ Sci Pollut Res Int · 2025 · Unclear · Insufficient evidence

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UnclearInsufficient evidencePaper 2512

Study snapshot

PublicationEnviron Sci Pollut Res Int · 2025

Study typeexposure_assessment

Reported directionUnclear

Evidence ratingInsufficient

Abstract

Category: Environmental Science, Exposure Assessment Tags: radiofrequency, electromagnetic fields, exposure assessment, Voronoi diagrams, electric field, mapping, visualization DOI: 10.1007/s11356-025-37188-4 URL: pubmed.ncbi.nlm.nih.gov Overview Measuring exposure to radiofrequency electromagnetic fields (RF-EMF) in urban environments remains a challenging and labor-intensive process. In this study, the authors present a novel approach utilizing Voronoi diagrams to visualize RF-EMF exposure throughout a city with 200,000 inhabitants. Methods - The city was divided into cells using the Voronoi diagram technique, with each cell based on the Euclidean distance to a specific point. - The RMS (root mean square) electric field was measured at each seed point using a personal exposimeter and assigned to the respective cell. - The number of cells varied from 5 up to 100 for detailed mapping. - Maps used a palette of four uniform colors to represent the measured electric field strengths and improve perceptual clarity. Findings - As the number of cells increased, their size decreased, and the mapping process became more stabilized with a higher number of measurement points. - Predominantly, the mapped areas were green, indicating an RMS electric field of 1.9 V/m at the seed points; the ICNIRP maximum guideline is 61.4 V/m. - Three cells showed electric field values above 3.9 V/m, with the maximum measured at 11.4 V/m. All measured values remained within recommended safety levels. - Color changes in cells reflected updated measurements, revealing spatial variability throughout the city. - The Voronoi diagrams effectively illustrated the spatial distribution and variation of electric field strengths across the urban area. Conclusion The Voronoi diagram mapping method proves to be valuable and engaging for visualizing RF-EMF exposure measurements in medium-sized cities. However, it is important to recognize that while all measured values were within the ICNIRP guidelines, exposure to electromagnetic fields is linked to potential health risks according to a growing body of scientific literature. This study contributes to the accurate visualization and assessment of community exposure, which supports ongoing public health and EMF safety efforts.

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AI evidence extraction

Structured fields below were generated from the paper’s abstract and metadata to make the evidence easier to inspect. Automated extraction may be incomplete or incorrect; verify important details against the original paper.

Study typeexposure_assessment

Effect directionunclear

PopulationCity with 200,000 inhabitants (urban environment)

Sample sizeNot supplied

ExposureRF

Evidence strengthInsufficientConfidence: 78% · Peer reviewed: yes

Main findings

Using Voronoi-diagram cells (5 to 100), RMS electric field measurements from a personal exposimeter were mapped across a medium-sized city. Most mapped areas corresponded to 1.9 V/m at seed points; three cells exceeded 3.9 V/m and the maximum measured value was 11.4 V/m, all below the cited ICNIRP guideline maximum of 61.4 V/m. Increasing the number of cells reduced cell size and produced more stabilized mapping with more measurement points, and the method visualized spatial variability in measured fields.

Outcomes measured

RMS electric field strength (V/m)
Spatial distribution/variability of RF-EMF exposure (Voronoi-based mapping)

View raw extracted JSON

{
  "study_type": "exposure_assessment",
  "exposure": {
    "band": "RF",
    "source": "urban environment (community exposure)",
    "frequency_mhz": null,
    "sar_wkg": null,
    "duration": null
  },
  "population": "City with 200,000 inhabitants (urban environment)",
  "sample_size": null,
  "outcomes": [
    "RMS electric field strength (V/m)",
    "Spatial distribution/variability of RF-EMF exposure (Voronoi-based mapping)"
  ],
  "main_findings": "Using Voronoi-diagram cells (5 to 100), RMS electric field measurements from a personal exposimeter were mapped across a medium-sized city. Most mapped areas corresponded to 1.9 V/m at seed points; three cells exceeded 3.9 V/m and the maximum measured value was 11.4 V/m, all below the cited ICNIRP guideline maximum of 61.4 V/m. Increasing the number of cells reduced cell size and produced more stabilized mapping with more measurement points, and the method visualized spatial variability in measured fields.",
  "effect_direction": "unclear",
  "limitations": [],
  "evidence_strength": "insufficient",
  "confidence": 0.78,
  "peer_reviewed_likely": "yes",
  "keywords": [
    "radiofrequency",
    "RF-EMF",
    "exposure assessment",
    "personal exposimeter",
    "RMS electric field",
    "Voronoi diagrams",
    "mapping",
    "visualization",
    "urban environment",
    "ICNIRP guidelines"
  ],
  "suggested_hubs": [
    {
      "slug": "who-icnirp",
      "weight": 0.7,
      "reason": "Abstract explicitly references ICNIRP guideline maximum (61.4 V/m) and compares measured values to it."
    }
  ]
}

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AI-extracted fields are generated from the abstract and metadata and may be incomplete or incorrect. This material is for informational purposes and is not medical advice.

Identifiers and source

DOI: 10.1007/s11356-025-37188-4
PubMed: 41239101

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