Imam Ghazali Yasmint, Yo Ishigaki, Kayoko Yamamoto
{"title":"KURAMA vs. Safecast: Radiation data comparison in Fukushima following whole-area decontamination.","authors":"Imam Ghazali Yasmint, Yo Ishigaki, Kayoko Yamamoto","doi":"10.1016/j.jenvrad.2025.107789","DOIUrl":null,"url":null,"abstract":"<p><p>Following the Fukushima Daiichi Nuclear Power Plant (FDNPP) accident in 2011, environmental radiation monitoring is crucial for supporting reconstruction programs and ensuring the safety of returning residents. Although government-led monitoring systems yield relatively accurate data, limited coverage exists in some areas. Consequently, citizen-science initiatives, such as Safecast, emerged to address these gaps. We compare two major radiation monitoring systems in Fukushima Prefecture over the period 2019-2023: the Kyoto University Radiation Mapping (KURAMA) system and Safecast. As measurements are not co-located, all readings were aggregated onto a uniform 100 × 100 m grid for spatial comparison. At the current low ambient-dose levels, a nearly constant contribution from secondary cosmic radiation can measurably inflate readings from Geiger-Müller (GM) detectors. The analysis examines spatial coverage, radiation dose rate distribution, and data fitting through linear regression, error analysis, and Bland-Altman analysis. The results show that KURAMA provides extensive area coverage (1068-1419 km<sup>2</sup> per year) with sharp radiation dose transitions, particularly in high-exposure areas. In contrast, Safecast encompasses approximately 10 % of the area surveyed annually by KURAMA. We found that some Safecast areas cover residential areas and public facilities not monitored by KURAMA. Regression analysis indicates a strong linear correlation (R<sup>2</sup> = 0.8034). It also reveals a systematic bias in uncorrected Safecast data, yielding higher doses in low-exposure areas (<0.5 μSv/h) and lower doses in high-exposure areas (>1.0 μSv/h) compared to KURAMA. A key driver of the low-dose overestimation is the 31 nSv/h contribution of secondary cosmic radiation inherently counted by Safecast's GM detector. Subtracting this constant background (yielding Safecast_CR) lowers the Safecast median from 0.127 to 0.096 μSv/h and improves low-dose agreement with KURAMA while not changing the R<sup>2</sup> value. This claim of systematic bias is further strengthened by additional statistical analysis showing a consistent pattern of measurement discrepancies. These differences are influenced by detector characteristics, data collection methods, and operational variability, including the cosmic-ray component. Our findings indicate that integrating both systems, with appropriate calibration of Safecast data, can enhance the accuracy of radiation exposure assessments, improve post-decontamination monitoring, and contribute to more representative radiation maps for public safety and policy-making.</p>","PeriodicalId":15667,"journal":{"name":"Journal of environmental radioactivity","volume":"291 ","pages":"107789"},"PeriodicalIF":2.1000,"publicationDate":"2025-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of environmental radioactivity","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1016/j.jenvrad.2025.107789","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Following the Fukushima Daiichi Nuclear Power Plant (FDNPP) accident in 2011, environmental radiation monitoring is crucial for supporting reconstruction programs and ensuring the safety of returning residents. Although government-led monitoring systems yield relatively accurate data, limited coverage exists in some areas. Consequently, citizen-science initiatives, such as Safecast, emerged to address these gaps. We compare two major radiation monitoring systems in Fukushima Prefecture over the period 2019-2023: the Kyoto University Radiation Mapping (KURAMA) system and Safecast. As measurements are not co-located, all readings were aggregated onto a uniform 100 × 100 m grid for spatial comparison. At the current low ambient-dose levels, a nearly constant contribution from secondary cosmic radiation can measurably inflate readings from Geiger-Müller (GM) detectors. The analysis examines spatial coverage, radiation dose rate distribution, and data fitting through linear regression, error analysis, and Bland-Altman analysis. The results show that KURAMA provides extensive area coverage (1068-1419 km2 per year) with sharp radiation dose transitions, particularly in high-exposure areas. In contrast, Safecast encompasses approximately 10 % of the area surveyed annually by KURAMA. We found that some Safecast areas cover residential areas and public facilities not monitored by KURAMA. Regression analysis indicates a strong linear correlation (R2 = 0.8034). It also reveals a systematic bias in uncorrected Safecast data, yielding higher doses in low-exposure areas (<0.5 μSv/h) and lower doses in high-exposure areas (>1.0 μSv/h) compared to KURAMA. A key driver of the low-dose overestimation is the 31 nSv/h contribution of secondary cosmic radiation inherently counted by Safecast's GM detector. Subtracting this constant background (yielding Safecast_CR) lowers the Safecast median from 0.127 to 0.096 μSv/h and improves low-dose agreement with KURAMA while not changing the R2 value. This claim of systematic bias is further strengthened by additional statistical analysis showing a consistent pattern of measurement discrepancies. These differences are influenced by detector characteristics, data collection methods, and operational variability, including the cosmic-ray component. Our findings indicate that integrating both systems, with appropriate calibration of Safecast data, can enhance the accuracy of radiation exposure assessments, improve post-decontamination monitoring, and contribute to more representative radiation maps for public safety and policy-making.
期刊介绍:
The Journal of Environmental Radioactivity provides a coherent international forum for publication of original research or review papers on any aspect of the occurrence of radioactivity in natural systems.
Relevant subject areas range from applications of environmental radionuclides as mechanistic or timescale tracers of natural processes to assessments of the radioecological or radiological effects of ambient radioactivity. Papers deal with naturally occurring nuclides or with those created and released by man through nuclear weapons manufacture and testing, energy production, fuel-cycle technology, etc. Reports on radioactivity in the oceans, sediments, rivers, lakes, groundwaters, soils, atmosphere and all divisions of the biosphere are welcomed, but these should not simply be of a monitoring nature unless the data are particularly innovative.