The DOI matches its Crossref record.
Highly sensitive methane detection based on light-induced thermoelastic spectroscopy with a 2.33 µm diode laser and adaptive Savitzky-Golay filtering
Open accessAbstract
In this manuscript, a highly sensitive methane (CH 4 ) sensor based on light-induced thermoelastic spectroscopy (LITES) using a 2.33 µm diode laser with high power is demonstrated for the first time. A quartz tuning fork (QTF) with an intrinsic resonance frequency of 32.768 kHz was used to detect the light-induced thermoelastic signal. A Herriot multi-pass cell with an effective optical path of 10 m was adopted to increase the laser absorption. The laser wavelength modulation depth and concentration response of this CH 4 -LITES sensor were investigated. The sensor showed excellent long term stability when Allan deviation analysis was performed. An adaptive Savitzky-Golay (S-G) filtering algorithm with χ 2 statistical criterion was firstly introduced to the LITES technique. The SNR of this CH 4 -LITES sensor was improved by a factor of 2.35 and the minimum detection limit (MDL) with an integration time of 0.1 s was optimized to 0.5 ppm. This reported CH 4 -LITES sensor with sub ppm-level detection ability is of great value in applications such as environmental monitoring and industrial safety.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“flammable and explosive gases, such as H2 and CH4, pose a direct threat to the safety of human life and property”
From Functionalized Hydrogel-Based Wearable Gas and Humidity Sensors. (2023) · cites this paper as [13]
Citations
Cites
No references could be resolved yet.
Research works printed but not linked: 33
- Evans, 2007, New Phytol., 175, 1, 10.1111/j.1469-8137.2007.02114.x · DOI
- Borowski, 2020, Energies, 13, 4429, 10.3390/en13174429 · DOI
- Dursun, 2020, Nat. Hazards, 104, 329, 10.1007/s11069-020-04170-x · DOI
- Kundu, 2018, Powder Technol., 323, 95, 10.1016/j.powtec.2017.09.041 · DOI
- Su, 2020, J. Cent. South Univ., 27, 2382, 10.1007/s11771-020-4456-1 · DOI
- Li, 2019, Sci. Total Environ., 695, 133815, 10.1016/j.scitotenv.2019.133815 · DOI
- Qiao, 2021, Opt. Lett., 46, 977, 10.1364/OL.418520 · DOI
- Rousseau, 2019, Opt. Express, 27, 7435, 10.1364/OE.27.007435 · DOI
- Ma, 2021, Acta Phys. Sin., 70, 160702, 10.7498/aps.70.20210685 · DOI
- Zheng, 2020, Photoacoustics, 17, 100158, 10.1016/j.pacs.2019.100158 · DOI
- Ma, 2013, Opt. Express, 21, 1008, 10.1364/OE.21.001008 · DOI
- Waclawek, 2016, Opt. Express, 24, 6559, 10.1364/OE.24.006559 · DOI
- Qiao, 2021, Opt. Lett., 46, 2449, 10.1364/OL.423801 · DOI
- Zhang, 2018, Sensors, 18, 4295, 10.3390/s18124295 · DOI
- Yang, 2020, Optik, 224, 165657, 10.1016/j.ijleo.2020.165657 · DOI
- Ma, 2016, Sens. Actuators B, 233, 388, 10.1016/j.snb.2016.04.114 · DOI
- Wu, 2015, Appl. Phys. Lett., 107, 111104, 10.1063/1.4930995 · DOI
- Ma, 2018, Opt. Express, 26, 32103, 10.1364/OE.26.032103 · DOI
- Lang, 2021, Photoacoustics, 22, 100272, 10.1016/j.pacs.2021.100272 · DOI
- Russo, 2020, Opt. Express, 28, 19074, 10.1364/OE.393292 · DOI
- Ma, 2020, Appl. Phys. Lett., 116, 011103, 10.1063/1.5129014 · DOI
- Zhou, 2021, Opt. Lett., 46, 496, 10.1364/OL.406103 · DOI
- He, 2019, Opt. Lett., 44, 1904, 10.1364/OL.44.001904 · DOI
- Qiao, 2021, Opt. Express, 29, 25100, 10.1364/OE.434128 · DOI
- Hu, 2021, Opt. Express, 29, 5121, 10.1364/OE.418256 · DOI
- Lou, 2021, Opt. Express, 29, 12195, 10.1364/OE.421356 · DOI
- Ma, 2020, Photoacoustics, 20, 100206, 10.1016/j.pacs.2020.100206 · DOI
- Hu, 2020, Opt. Lett., 45, 1894, 10.1364/OL.388754 · DOI
- Hu, 2021, Photoacoustics, 21, 100230, 10.1016/j.pacs.2020.100230 · DOI
- Li, 2015, Appl. Spectrosc, 69, 496, 10.1366/14-07629 · DOI
- Truyols, 2006, Anal. Chem., 78, 4598, 10.1021/ac0600196 · DOI
- Lu, 2019, Spectrosc. Spectr. Anal., 39, 2657, 10.3964/j.issn.1000-0593(2019)09-2657-07 · DOI
- Schulze, 2008, Appl. Spectrosc., 62, 1160, 10.1366/000370208786049079 · DOI
Cited by
Sorted by citations
Functionalized Hydrogel-Based Wearable Gas and Humidity Sensors.
Luo, Y., Li, J., Ding, Q., Wang, H., Liu, C., & Wu, J. (2023) · Nano-Micro Letters · doi:10.1007/s40820-023-01109-2 · Cited by 236
Metadata
- Authors
- Liu, X., Qiao, S., & Ma, Y.
- Affiliations
- Harbin Institute of Technology (CN)
- Venue
- Optics Express
- Publisher
- Optica Publishing Group
- Published
- 2022-01-04
- Volume
- 30
- Issue
- 2
- Pages
- 1304
- ISSN
- 1094-4087 (ISSN-L)
- OpenAlex
- W4200142333
- Cited by
- 97
- References
- 0
- Citations by year
- 2026: 8 · 2025: 9 · 2024: 13 · 2023: 11 · 2022: 56
- FWCI
- 7.30
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Optics Express (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (61505041, 61875047, 62022032)
- Natural Science Foundation of Heilongjiang Province (YQ2019F006)
- Fundamental Research Funds for the Central Universities
- Heilongjiang Provincial Postdoctoral Science Foundation (LBH-Q18052)
- Topics
- Physical Sciences › Chemistry › Spectroscopy › Spectroscopy and Laser Applications
- Physical Sciences › Engineering › Mechanics of Materials › Thermography and Photoacoustic Techniques
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced Fiber Optic Sensors
- Keywords
- methane detection, light-induced thermoelastic spectroscopy, quartz tuning fork, detection limit, Allan deviation, signal-to-noise ratio, laser absorption spectroscopy, gas sensors
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review