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

Research Project

Project/Area Number 23K17040
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 63020:Radiation influence-related
Research InstitutionNational Institutes for Quantum Science and Technology

Principal Investigator

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)

Project Period (FY) 2023-04-01 – 2026-03-31
Project Status Granted (Fiscal Year 2023)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2025: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2024: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2023: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
KeywordsATRA / heavy ion / FNTD / space radiation / ion particle tracking
Outline of Research at the Start

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.

Outline of Annual Research Achievements

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.

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

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.

Strategy for Future Research Activity

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.

Report

(1 results)
  • 2023 Research-status Report
  • Research Products

    (6 results)

All 2024 2023

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (5 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Alpha particle spectrometry in fluorescent nuclear track detectors with an automatic 3D track reanalysis algorithm2024

    • Author(s)
      Hu Jun、Kusumoto Tamon、Janik Miroslaw、Kodaira Satoshi
    • Journal Title

      Radiation Measurements

      Volume: 170 Pages: 107051-107051

    • DOI

      10.1016/j.radmeas.2023.107051

    • Related Report
      2023 Research-status Report
    • Peer Reviewed
  • [Presentation] Optimization of measurement conditions for heavy ions with fluorescent nuclear track detectors2024

    • Author(s)
      Jun Hu, Tamon Kusumoto, Satoshi Kodaira
    • Organizer
      第 25 回「環境放射能」研究会
    • Related Report
      2023 Research-status Report
  • [Presentation] Coloration dependent correction for heavy ion measurements in fluorescent nuclear track detector2024

    • Author(s)
      Jun Hu, Tamon Kusumoto, Satoshi Kodaira
    • Organizer
      第36回固体飛跡検出器研究会
    • Related Report
      2023 Research-status Report
  • [Presentation] Evaluation and optimization of measurement conditions for heavy ions with fluorescent nuclear track detectors2023

    • Author(s)
      Jun Hu, Tamon Kusumoto, Satoshi Kodaira
    • Organizer
      International Symposium on Natural and Artificial Radiation Exposures and Radiological Protection Studies (NARE2023)
    • Related Report
      2023 Research-status Report
    • Int'l Joint Research
  • [Presentation] Alpha particle spectrometry in fluorescent nuclear track detectors2023

    • Author(s)
      Jun Hu
    • Organizer
      日本保健物理学会第56回研究発表会
    • Related Report
      2023 Research-status Report
  • [Presentation] Alpha track reconstruction in FNTD using a 3D track analysis algorithm2023

    • Author(s)
      Jun Hu, Tamon Kusumoto, Miroslaw Janik, Satoshi Kodaira
    • Organizer
      第35回固体飛跡検出器研究会
    • Related Report
      2023 Research-status Report

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Published: 2023-04-13   Modified: 2024-12-25  

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