Evidence map›Paper›PMID 41476159›Full record

ReviewLight, science & applications2026

Quartz-enhanced laser spectroscopy sensing.

Shunda Qiao, Xiaonan Liu, Ziting Lang, Ying He, Weidong Chen, Yufei Ma

Abstract readReview
In one paragraph

Review in Light, science & applications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. A Ppb-level MIR-PAS forPhotoacoustics · 2026
    Article
  8. Article
  9. Real-timePhotoacoustics · 2026
    Article
  10. Article
  11. Article
  12. Article
  13. Highly Sensitive CHSensors (Basel, Switzerland) · 2026
    Article
  14. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Shunda Qiao *National Key Laboratory of Laser Spatial Information, Harbin Institute of Technology, Harbin, 150000, China.
Xiaonan Liu *National Key Laboratory of Laser Spatial Information, Harbin Institute of Technology, Harbin, 150000, China.
Ziting LangNational Key Laboratory of Laser Spatial Information, Harbin Institute of Technology, Harbin, 150000, China.
Ying HeNational Key Laboratory of Laser Spatial Information, Harbin Institute of Technology, Harbin, 150000, China.
Weidong ChenLaboratoire de Physicochimie de l'Atmosphère, Université du Littoral Côte d'Opale, Dunkerque, 59140, France.
Yufei MaNational Key Laboratory of Laser Spatial Information, Harbin Institute of Technology, Harbin, 150000, China. mayufei@hit.edu.cn.ORCID http://orcid.org/0000-0002-9788-7984

Funding

China Postdoctoral Science Foundation 2024M764172Heilongjiang Postdoctoral Science Foundation LBH-Z23144, LBH-Z24155National Natural Science Foundation of China (National Science Foundation of China) 62335006, 62275065, 62022032, 62405078Natural Science Foundation of Heilongjiang Province LH2024F031
6 · The paper itself

Abstract

Gas sensing technology is widely applied in various fields, including environmental monitoring, industrial process control, medical diagnostics, safety warnings, and more. As a detection element, the quartz tuning fork (QTF) offers advantages such as high-quality factor (Q-factor), strong noise immunity, compact size, and low cost. Notably, its resonant characteristics significantly enhance system signal strength. Two spectroscopic techniques based on QTF detection, Quartz-enhanced photoacoustic spectroscopy (QEPAS) and light-induced thermoelastic spectroscopy (LITES), are currently research hotspots in the field of spectral sensing. This paper provides a comprehensive and detailed review and highlights pivotal innovations in these two QTF-based spectroscopic techniques. For QEPAS, these encompass high-power excitation methods, novel excitation sources, advanced QTF detection elements, and acoustic wave amplification strategies. Regarding LITES, the researches on optical cavity-enhanced approaches, modified QTF improvement mechanisms, integration with heterodyne demodulation technique, and combination with QEPAS were analyzed. These advances have enabled quartz-enhanced laser spectroscopy to achieve detection limits ranging from parts-per-billion (ppb) to parts-per-trillion (ppt) levels for trace gases such as methane (CH₄), acetylene (C₂H₂), carbon monoxide (CO), and so on. Additionally, prospects for future technological developments are also discussed in the concluding section.

Identifiers

PMID41476159
PMCPMC12756281

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.