{
  "abstract": "Background UV–visible spectroscopy is widely used to monitor real-time transformations in material systems. However, accessible and open-source tools for real-time tracking and analysis of spectral features—including peak position, width, and intensity—remain limited. Existing workflows are often multi-step and/or reliant on proprietary software. Methods We developed PySpecTrace, an open-source, Python-based graphical user interface (GUI) for real-time spectroscopy analysis. The platform integrates spectral data acquisition, preprocessing, visualization, and feature extraction within a unified and modular framework. Core functionalities include real-time tracking of peak/dip wavelength, spectral width, and intensity, as well as configurable data processing workflows. The software is designed for flexibility, enabling adaptation to generic experimental setups and time-resolved measurements. Results PySpecTrace enables continuous monitoring and analysis of spectral evolution with minimal user intervention. Demonstration cases show its capability to track dynamic spectral changes and extract key parameters in real time, improving analysis efficiency and consistency compared to conventional post-processing approaches. In addition to real-time analysis, the platform supports post-processing of pre-recorded spectral data including feature extraction and quantitative analysis. Conclusions PySpecTrace provides an accessible and extensible solution for real-time spectroscopy analysis, bridging experimental measurement and data processing. By offering open-source availability and reproducible workflows, it facilitates more efficient and transparent analysis of time-resolved spectroscopic data.",
  "abstract_shown": true,
  "affiliations": [
    "Research Center for Photonics, National Research and Innovation Agency Republic of Indonesia, Serpong, Banten, 15314, Indonesia",
    "Department of Chemistry Education, State University of Yogyakarta, Faculty of Mathematics and Natural Sciences, Yogyakarta City, Special Region of Yogyakarta, 55281, Indonesia",
    "Department of Physics and Astronomy, Vrije Universiteit Amsterdam, Amsterdam, North Holland, 1081HZ, The Netherlands",
    "Department of Physics, Universitas Indonesia, Faculty of Mathematics and Natural Sciences, Depok, West Java, 16454, Indonesia"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 6,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Sigit Khoirul Anam"
    },
    {
      "affs": [
        0
      ],
      "name": "Joshu Leonardy"
    },
    {
      "affs": [
        1
      ],
      "name": "Suwardi Suwardi"
    },
    {
      "affs": [
        2
      ],
      "name": "Andrea Baldi"
    },
    {
      "affs": [
        3
      ],
      "name": "Ferry Anggoro Ardy Nugroho"
    },
    {
      "affs": [
        0
      ],
      "name": "Iwan Darmadi"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/5y9rhztp0k7a8.bib",
  "cited_by": 0,
  "doi": "10.12688/f1000research.180635.1",
  "fulltext_url": "https://f1000research.com/articles/15-1187/v1",
  "id": "5y9rhztp0k7a8",
  "issns": [
    "2046-1402"
  ],
  "landing_url": "https://doi.org/10.12688/f1000research.180635.1",
  "language": "en",
  "licence": "CC-BY",
  "licence_label": "CC BY",
  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "lcc",
      "Q"
    ],
    [
      "lcc",
      "R"
    ],
    [
      "openalex",
      "1602|Spectroscopy and Chemometric Analyses"
    ]
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  "openalex": "W7169797928",
  "pdf_url": "https://f1000research.com/articles/15-1187/pdf",
  "pmcid": null,
  "pmid": null,
  "published": "2026-07-01",
  "publisher": "F1000 Research Ltd",
  "ris": "https://research.draconitic.com/paper/5y9rhztp0k7a8.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T13:44:56Z",
      "native_id": "7cc916b7a56b4b69bdfd2dd0447faee4",
      "source": "doaj",
      "url": "https://doi.org/10.12688/f1000research.180635.1"
    }
  ],
  "subjects": [
    {
      "field": "chemistry",
      "origin": "openalex:1602|Spectroscopy and Chemometric Analyses",
      "subfield": "analytical"
    }
  ],
  "title": "PySpecTrace: A Python-based Graphical User Interface for Real-Time Spectroscopy Analysis and Data Analysis [version 1; peer review: 1 approved, 3 approved with reservations]",
  "title_text": "PySpecTrace: A Python-based Graphical User Interface for Real-Time Spectroscopy Analysis and Data Analysis [version 1; peer review: 1 approved, 3 approved with reservations]",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T13:44:56Z",
  "url": "https://research.draconitic.com/paper/5y9rhztp0k7a8",
  "venue": "F1000Research",
  "versions": []
}