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Space radiation dosimeter development using fluorescent nuclear track detector with 3D track reconstruction and AI technology

研究課題

研究課題/領域番号 23K17040
研究種目

若手研究

配分区分基金
審査区分 小区分63020:放射線影響関連
研究機関国立研究開発法人量子科学技術研究開発機構

研究代表者

HU JUN  国立研究開発法人量子科学技術研究開発機構, 放射線医学研究所 計測・線量評価部, 研究員 (40912712)

研究期間 (年度) 2023-04-01 – 2026-03-31
研究課題ステータス 交付 (2023年度)
配分額 *注記
4,550千円 (直接経費: 3,500千円、間接経費: 1,050千円)
2025年度: 780千円 (直接経費: 600千円、間接経費: 180千円)
2024年度: 1,560千円 (直接経費: 1,200千円、間接経費: 360千円)
2023年度: 2,210千円 (直接経費: 1,700千円、間接経費: 510千円)
キーワードATRA / heavy ion / FNTD / space radiation / ion particle tracking
研究開始時の研究の概要

We will develop an advanced ion track image reanalysis system using 3D reconstruction and AI to analyze trajectory and fluorescent intensity of ions, establish LET spectra on FNTDs based on LET and intensity with multiple ions and energies,and make FNTD based space radiation dosimetry protocol.

研究実績の概要

Given the increasing crewed space exploration, this study aims to develop a new space radiation dosimetry protocol without chemical treatment using only a tiny chip to replace the conventional dosimeters.
We conducted the alpha irradiation experiment this fiscal year using an Am-241 source and He, C and Fe irradiation experiments to make track samples. Based on the track samples, we developed an automatic 3D track reanalysis algorithm consisting of three stages: pre-processing, track localization, and track linking. We successfully detected the tracks with reliable track detection rates. To further analyze the heavy ion tracks, a general fluorescence intensity analysis was performed to evaluate and optimize the measurement conditions for heavy ions.

現在までの達成度 (区分)
現在までの達成度 (区分)

2: おおむね順調に進展している

理由

We have successfully developed the automatic 3D track reanalysis algorithm (ATRA) and applied it to alpha tracks and heavy ion track detection with a reliable track detection rate. The application of ATRA remarkably increases the track reading and analysis efficiency and decreases the processing period. Based on detecting the track features of heavy ions, we have generally understood the characteristics of heavy ions in the FNTD crystal, especially the fluorescence intensity, track size with perpendicular incident angle, their variation with incident energy, and depth in crystal. There is considerable fluctuation in the fluorescence intensity due to color center concentration between individual detectors. More corrections are needed in future work.

今後の研究の推進方策

The alumina-based detectors are subjected to considerable fluctuation in the fluorescence intensity due to color center concentration between individual detectors, which directly influences the linear energy transfer estimation. Moreover, the fluorescence intensity decreases with the depth inside the crystal due to the optical absorption and spherical aberration of the focused laser beam in the FNTD crystal. We will develop a coloration-dependent correction method to normalize the fluorescence intensity to determine the LET. More heavy ion track samples will be prepared to calibrate the FNTDs with LET spectra to apply the FNTD as a space radiation dosimeter.

報告書

(1件)
  • 2023 実施状況報告書
  • 研究成果

    (6件)

すべて 2024 2023

すべて 雑誌論文 (1件) (うち査読あり 1件) 学会発表 (5件) (うち国際学会 1件)

  • [雑誌論文] Alpha particle spectrometry in fluorescent nuclear track detectors with an automatic 3D track reanalysis algorithm2024

    • 著者名/発表者名
      Hu Jun、Kusumoto Tamon、Janik Miroslaw、Kodaira Satoshi
    • 雑誌名

      Radiation Measurements

      巻: 170 ページ: 107051-107051

    • DOI

      10.1016/j.radmeas.2023.107051

    • 関連する報告書
      2023 実施状況報告書
    • 査読あり
  • [学会発表] Optimization of measurement conditions for heavy ions with fluorescent nuclear track detectors2024

    • 著者名/発表者名
      Jun Hu, Tamon Kusumoto, Satoshi Kodaira
    • 学会等名
      第 25 回「環境放射能」研究会
    • 関連する報告書
      2023 実施状況報告書
  • [学会発表] Coloration dependent correction for heavy ion measurements in fluorescent nuclear track detector2024

    • 著者名/発表者名
      Jun Hu, Tamon Kusumoto, Satoshi Kodaira
    • 学会等名
      第36回固体飛跡検出器研究会
    • 関連する報告書
      2023 実施状況報告書
  • [学会発表] Evaluation and optimization of measurement conditions for heavy ions with fluorescent nuclear track detectors2023

    • 著者名/発表者名
      Jun Hu, Tamon Kusumoto, Satoshi Kodaira
    • 学会等名
      International Symposium on Natural and Artificial Radiation Exposures and Radiological Protection Studies (NARE2023)
    • 関連する報告書
      2023 実施状況報告書
    • 国際学会
  • [学会発表] Alpha particle spectrometry in fluorescent nuclear track detectors2023

    • 著者名/発表者名
      Jun Hu
    • 学会等名
      日本保健物理学会第56回研究発表会
    • 関連する報告書
      2023 実施状況報告書
  • [学会発表] Alpha track reconstruction in FNTD using a 3D track analysis algorithm2023

    • 著者名/発表者名
      Jun Hu, Tamon Kusumoto, Miroslaw Janik, Satoshi Kodaira
    • 学会等名
      第35回固体飛跡検出器研究会
    • 関連する報告書
      2023 実施状況報告書

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公開日: 2023-04-13   更新日: 2024-12-25  

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