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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Phys.</journal-id>
<journal-title>Frontiers in Physics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Phys.</abbrev-journal-title>
<issn pub-type="epub">2296-424X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1238869</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2023.1238869</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Cavity ring-down spectroscopy with a laser frequency stabilized and locked to a reference target gas absorption for drift-free accurate gas sensing measurements</article-title>
<alt-title alt-title-type="left-running-head">Liu et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphy.2023.1238869">10.3389/fphy.2023.1238869</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2340872/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Yabai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1897151/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Mai</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Bing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Zhenyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1878982/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yao</surname>
<given-names>Lu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Xingping</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1641158/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kan</surname>
<given-names>Ruifeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1878266/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory of Environmental Optics and Technology</institution>, <institution>Hefei Institutes of Physical Sciences</institution>, <institution>Chinese Academy of Sciences</institution>, <addr-line>Hefei</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Graduate School of Science Island Branch</institution>, <institution>University of Science and Technology of China</institution>, <addr-line>Hefei</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Mechanical and Automation Engineering</institution>, <institution>The Chinese University of Hong Kong</institution>, <addr-line>Hong Kong</addr-line>, <country>Hong Kong SAR, China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2011120/overview">Carrie Womack</ext-link>, University of Colorado Boulder, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1265772/overview">Xie Liang</ext-link>, Institute of Semiconductors, Chinese Academy of Sciences (CAS), China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1384101/overview">Giuseppe Brunetti</ext-link>, Politecnico di Bari, Italy</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Ruifeng Kan, <email>kanruifeng@aiofm.ac.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1238869</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Liu, He, Hu, Chen, Xu, Yao, Wang and Kan.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Liu, He, Hu, Chen, Xu, Yao, Wang and Kan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>A new gas sensor system with fast response and ultra-high sensitivity has been developed based on a combination of frequency modulation spectroscopy (FMS) and cavity ring-down spectroscopy (CRDS). The system consisted of two distributed feedback laser diodes (DFB-LDs) emitting at frequencies 6251.761&#xa0;cm<sup>-1</sup> (Laser-1) and 6257.762&#xa0;cm<sup>-1</sup> (Laser-2), respectively. A portion of Laser-1&#x2019;s output was used by a frequency modulation spectroscopy technique to lock its frequency precisely at a CO<sub>2</sub> absorption peak, while the rest of its output was coupled to an optical ring-down cavity, together with the Laser-2 output. The Laser-2 operated at a non-absorbing frequency for real-time correction of any baseline ring-down time drift caused by environmental changes (e.g., temperature, pressure). Laser frequency stabilization achieved a 5-fold improvement in CRDS detection sensitivity. This new system was able to make measurements at a data rate of 9&#xa0;Hz. Based on Allan deviation analysis, the absorbance detection limit of the system was 4.4 &#xd7; 10<sup>&#x2212;11</sup>&#xa0;cm<sup>-1</sup> at an optimum averaging time of &#x223c;5&#xa0;s, whereas the time-normalized sensitivity at 1&#xa0;s was 7.3 &#xd7; 10<sup>&#x2212;11</sup>&#xa0;cm<sup>-1</sup>/Hz<sup>1/2</sup>. Measurements of atmospheric CO<sub>2</sub> mole fraction were conducted and demonstrated its good performance and reliability. This sensor will be particularly suitable for making drift-free measurements over long periods, in the fields of environmental and industrial gas sensing.</p>
</abstract>
<kwd-group>
<kwd>optical sensing</kwd>
<kwd>cavity ring-down spectroscopy</kwd>
<kwd>laser frequency stabilization</kwd>
<kwd>ultra-high sensitivity</kwd>
<kwd>drift-free measurement</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Youth Innovation Promotion Association of the Chinese Academy of Sciences<named-content content-type="fundref-id">10.13039/501100004739</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Optics and Photonics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Cavity ring-down spectroscopy (CRDS) is a powerful optical sensing tool for environmental monitoring [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>], biomedical analysis [<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>] and chemical reaction studies [<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>]. It measures the absorption loss caused by intra-cavity gas-phase molecules by measuring the lifetime (ring-down time) of photons inside an optical cavity [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>]. CRDS is immune to laser intensity fluctuations. Together with an effectively enhanced optical absorption path length by a high finesse optical cavity [<xref ref-type="bibr" rid="B9">9</xref>], CRDS can reach a lower detection limit compared to other spectroscopic techniques [<xref ref-type="bibr" rid="B10">10</xref>]. Continuous-wave cavity ring-down spectroscopy (CW-CRDS) has typically achieved detection limits of 10<sup>&#x2212;8</sup>&#xa0;cm<sup>&#x2212;1</sup> to 10<sup>&#x2212;10</sup>&#xa0;cm<sup>&#x2212;1</sup> [<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>], restricted by the jitter of laser frequency and small variation of cavity length caused by changes in ambient temperature, pressure and mechanical vibrations. A laser frequency jitter not only brings errors to the ring-down time, but also disrupts the optical resonance interaction between a laser and an optical cavity. Equipped with high-precision temperature and pressure control of the cavity and precise wavelength monitoring module, the CW-CRDS can reach a sensitivity of 1.6 &#xd7; 10<sup>&#x2212;11</sup>&#xa0;cm<sup>-1</sup>/Hz<sup>1/2</sup> [<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B18">18</xref>]. Alternatively, active frequency locking can also improve the sensitivity of CRDS. Notably, frequency-locking techniques, such as Pound-Drever-Hall (PDH) [<xref ref-type="bibr" rid="B19">19</xref>] and optical feedback (OF) [<xref ref-type="bibr" rid="B20">20</xref>], have been applied in CRDS. Cygan et al. [<xref ref-type="bibr" rid="B21">21</xref>] applied the PDH technique to lock the probe light to a resonant cavity while the cavity was locked to a high-performance He-Ne laser. The design ensured fast and high-precision stabilization of the laser frequency even during repeated unlocking and relocking of the laser to the cavity. The reported measurement sensitivity was 2 &#xd7; 10<sup>&#x2212;10</sup>&#xa0;cm<sup>&#x2212;1</sup>. To improve the sensitivity, Pan et al. [<xref ref-type="bibr" rid="B22">22</xref>] used an ultra-stable cavity and added an electro-optical modulator (EOM) to enable the scanning of the spectrum through the generated sidebands. The sensitivity of that system was 2 &#xd7; 10<sup>&#x2212;9</sup>&#xa0;cm<sup>-1</sup> with only 1&#xa0;mW of laser power sent into the ring-down cavity. Thanks to the ultra-high frequency stability of the optical frequency comb, Wang et al. [<xref ref-type="bibr" rid="B23">23</xref>] and Guo et al. [<xref ref-type="bibr" rid="B24">24</xref>] applied it to PDH-locked CRDS and achieved detection sensitivities of 3 &#xd7; 10<sup>&#x2212;12</sup>&#xa0;cm<sup>&#x2212;1</sup> and 7.6 &#xd7; 10<sup>&#x2212;12</sup>&#xa0;cm<sup>&#x2212;1</sup>, respectively. CRDS systems based on OF technique were compact. Morville et al. [<xref ref-type="bibr" rid="B25">25</xref>] pioneered the OF-CRDS through a V-shaped resonant cavity. Subsequently, OF-CRDS devices based on ring and linear cavities were also reported, among which the maximum sensitivity was 10<sup>&#x2212;11</sup>&#xa0;cm<sup>&#x2212;1</sup> [<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>]. The combinations of PDH and OF were capable of increasing the sensitivity up to 10<sup>&#x2212;12</sup>&#xa0;cm<sup>&#x2212;1</sup> [<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>]. In summary, the detection sensitivity of PDH-CRDS was at least one order of magnitude higher than that of OF-CRDS. However, in PDH-CRDS, the laser frequency needed to be locked to a super-stable reference while in OF-CRDS, the phase of the feedback light needed to be adjusted in real time to avoid laser frequency mode hopping, exposing their disadvantage of complex structure or poor robustness. Additionally, the elimination of background drift can provide good sensitivity. Ye et al. [<xref ref-type="bibr" rid="B32">32</xref>] proposed the optical heterodyne (OH) CRDS technique and achieved a detection sensitivity of 1.6 &#xd7; 10<sup>&#x2212;10</sup>&#xa0;cm<sup>&#x2212;1</sup>. Saturated-absorption cavity ring-down (SCAR) spectroscopy is a variation of CRDS. By decoupling and attaining both empty-cavity background and absorption signal, the sensitivity reached 1.1 &#xd7; 10<sup>&#x2212;9</sup>&#xa0;cm<sup>&#x2212;1</sup> [<xref ref-type="bibr" rid="B33">33</xref>]. Galli et al. [<xref ref-type="bibr" rid="B34">34</xref>] exploded the sensitivity to a mole fraction of 5 parts per quadrillion level via a combination of PDH, heterodyne-spectroscopy technique and SCAR.</p>
<p>In this paper, we report the development of an optical sensing system combining CRDS and laser frequency stabilizing and locking to a gas absorption line [<xref ref-type="bibr" rid="B35">35</xref>&#x2013;<xref ref-type="bibr" rid="B38">38</xref>]. This ensures drift-free operation of the laser frequency for gas sensing applications over long observation periods. We utilized frequency modulation spectroscopy (FMS) [<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>] technique on a reference gas cell containing target gas molecules to stabilize and lock the laser frequency. The implementation of this frequency-stabilized-locked CRDS (FSL-CRDS) system and a demonstration of its high detection sensitivity via measurements of ambient carbon dioxide (CO<sub>2</sub>) will be described in the following sections.</p>
</sec>
<sec id="s2">
<title>2 Experimental details</title>
<sec id="s2-1">
<title>2.1 Experimental setup</title>
<p>The diagram of our CRDS system with an FMS-stabilized laser for CO<sub>2</sub> gas detection is depicted in <xref ref-type="fig" rid="F1">Figure 1</xref>. We used two DFB-type diode lasers (NTT Electronics, NLK1L5GAAA), operated by two commercial laser controllers (Stanford Research System, LDC501). The output power and linewidth were 10&#xa0;mW and 2&#xa0;MHz, respectively. The primary laser (Laser-1) for CRDS was frequency stabilized and locked to a CO<sub>2</sub> transition based on an FMS technique, whereas a second laser (Laser-2) was used for measuring absorption-free background ring-down time. The system could be divided into two function modules: an FMS frequency-locking module and a CRDS gas mole fraction measurement module. The fiber-coupled Laser-1 output was split into two beam paths: 10% of the light went to the FMS frequency-locking module, while the remaining 90% went to the CRDS gas mole fraction measurement module. The output of Laser-2 was combined with the 90%-beam of Laser-1 via a fiber optical combiner. As the objective of this work was to measure CO<sub>2</sub> absorption, the absorption cell in the frequency-locking module was filled with CO<sub>2</sub> gases. The selection of an absorption line will be discussed in <xref ref-type="sec" rid="s2-2">Section 2.2</xref>. This system is very adaptive. By changing the target gas in the absorption cell to different target gas species, the system could be tailored for sensing other gases.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic diagram of the frequency-stabilized-locked CRDS for CO<sub>2</sub> detection. Black and red lines indicate electrical connections and optical beams, respectively. BOA: booster optical amplifier; EOM: electro-optical modulator; AOM: acousto-optic modulator; RF: radio frequency signal; PS: Phase shifter; LPF: low pass filter; PD: photodiode; PZT: piezoelectric transducer; PBS: polarization beam splitter; and DAQ: data acquisition.</p>
</caption>
<graphic xlink:href="fphy-11-1238869-g001.tif"/>
</fig>
<p>In the frequency-locking module, the shape of the FMS signal should be optimized towards high amplitude, high signal-to-noise ratio and sharp slope to attain a best frequency locking effect. With this goal in mind, the following two efforts were made to the system. Firstly, a booster optical amplifier (BOA-1 in <xref ref-type="fig" rid="F1">Figure 1</xref>, Thorlabs, BOA1080P) was used to amplify the 10%-beam of the Laser-1, as a high light intensity was beneficial for a high signal-to-noise ratio [<xref ref-type="bibr" rid="B41">41</xref>]. The phase modulation was achieved by an electro-optical modulator (EOM, Ixblue, MPZ-LN-20-00-P-P-FA-FA), which was driven by a radio frequency signal. Secondly, for a sharp slope, the CO<sub>2</sub> sample pressure in the gas cell was set at &#x223c;200&#xa0;mbar to keep the pressure broadening below 1&#xa0;GHz. As the CO<sub>2</sub> absorption was weak, we used a Herriott multi-pass gas cell with a total path length of 10&#xa0;m to increase the absorbance to &#x223c;0.38. The transmitted light was collected by a fast photodetector (Thorlabs, DET08CFC/M) and converted into an electrical signal. The photodetector output was further amplifier by a radio-frequency amplifier (Mini-circuits, ZRL-700&#x2b;) and then fed to two mixers for quadrature demodulation to obtain both the 0&#xb0;-phase-shift absorption signal and 90&#xb0;-phase-shift dispersion signal. Both low-pass filters after the mixers had a cutoff frequency of 1&#xa0;kHz. As the FM modulation frequency of 430&#xa0;MHz in this work was smaller than the spectral linewidth combining the &#x223c;996&#xa0;MHz pressure-broadening Lorentzian width (full width at half maximum, FWHM) and the &#x223c;350&#xa0;MHz FWHM Doppler width, both the signal profiles (see <xref ref-type="sec" rid="s3-1">Section 3.1</xref>) were suitable to use for feedback controlling the laser frequency to the spectral line center. In this work, we utilized their difference signal as the error signal for laser frequency stabilization instead of only the dispersion signal. This would enable a possible cancellation of common offset drifts if happened in both channels of similar electronics. A proportional-integral-derivative controller (PID, New Focus, LB1005-S) was employed to finely regulate the operation current of Laser 1 and subsequently the laser frequency. A manual offset could be added to the error signal for fine frequency tuning.</p>
<p>The gas mole fraction measurement module in <xref ref-type="fig" rid="F1">Figure 1</xref> is based on the CRDS technique. The absorption coefficient <inline-formula id="inf1">
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</inline-formula> and <inline-formula id="inf9">
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</inline-formula> are the intensity and profile of the gas absorption line as a function of temperature <inline-formula id="inf10">
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</inline-formula>, respectively. Therefore, the mole fraction can be obtained based on <inline-formula id="inf12">
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</inline-formula> and <inline-formula id="inf13">
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</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, which is the ring-down time at the line center frequency <inline-formula id="inf14">
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<mml:mi>v</mml:mi>
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</inline-formula>. Generally, <inline-formula id="inf15">
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</inline-formula> of an absorption-free ring-down cavity is considered as a constant, as <inline-formula id="inf16">
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</inline-formula> is nominally only determined by the reflectivity <inline-formula id="inf17">
<mml:math id="m18">
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> of the cavity mirrors and the cavity length <inline-formula id="inf18">
<mml:math id="m19">
<mml:mrow>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. However, in real-world measurement applications, <inline-formula id="inf19">
<mml:math id="m20">
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</inline-formula> may drift as environmental conditions vary.</p>
<p>To address the <inline-formula id="inf20">
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</inline-formula> drift, Laser-2 was introduced into the system. Laser-2 operated at an absorption-free wavelength close to the wavelength of Laser-1, for real-time baseline <inline-formula id="inf21">
<mml:math id="m22">
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</mml:mrow>
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</inline-formula> measurements [<xref ref-type="bibr" rid="B45">45</xref>]. As illustrated in <xref ref-type="fig" rid="F1">Figure 1</xref>, the output of Laser-2 and the majority (90%) of light output from the frequency-stabilized Laser-1 were combined via a fiber optic coupler and then passed through another booster optical amplifier (BOA-2 in <xref ref-type="fig" rid="F1">Figure 1</xref>, Thorlabs, BOA1080P) to increase the beam optical power [<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>]. An acousto-optic modulator (AOM, Smart Sci &#x26;Tech, SGTF200-1600-1P) operating at 80&#xa0;MHz could be turned on or off with an extinction ratio of 60&#xa0;dB, and acted as an optical switch to cut off the deflected beam to the cavity and to enable observation of the cavity ring-down process [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>]. In this work, we preferred to operate the BOA at a constant operation condition, and use a separate AOM for making optical switching. The first-order deflected beam generated by the AOM experienced an 80&#xa0;MHz frequency shift from the original laser frequency. This was much less that the spectral line width (with Lorentzian and Doppler components of &#x223c;996&#xa0;MHz and &#x223c;350&#xa0;MHz, respectively), but caused a &#x223c;2.5% deviation from peak absorption. In this work, we calibrated measurement ring-down times against reference gas samples with various mole fractions. Therefore, this 80&#xa0;MHz offset out of line peak did not impact correct mole fraction determination of late measurements under the same operation conditions. A slightly higher sensitivity on laser frequency jitter when operating out of line center did not make a noticeable impact. Alternatively, we could compensate for this frequency shift by adding an offset to the error signal in the frequency-locking module. An optical isolator (60&#xa0;dB isolation, QINGHE Photonics, PMIS-1600-D-9-10-FA-F) was appointed to prevent the reflected light from the cavity mirror from affecting the laser operation and stability. Since the mirror reflectivity may vary slightly in different polarization states of the light [<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>], a half-wave plate (&#x3bb;/2) and a polarization beam splitter (PBS) were placed in front of the cavity to maximize and produce a linearly polarized light to the cavity. This established a well-defined linearly polarized light to the cavity for its stable operation. The subtraction of absorption-free ring-down time measured by Laser-2 minimizes impact of any possible birefringence effect. The 200-mm optical cavity was manufactured with quartz glass and comprised two mirrors. The ring-down time of the empty cavity was &#x223c;98&#xa0;&#xb5;s, implying a mirror reflectivity of &#x223c;99.993% and a cavity finesse of &#x223c;44,880. The free spectral range (FSR) of the cavity was 750&#xa0;MHz. We used quartz glass material for building a light-weight robust ring-down cavity. The long empty-cavity ring-down time of our system allowed the length of the cavity to be miniaturized (at a cost of proportionally reduced ring-down time) for future applications. An optical resonance between the ring-down cavity and the laser radiation was reached by scanning the cavity length [<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>], namely, by applying a sawtooth waveform to a piezoelectric transducer (PZT) to move one of the cavity mirrors for 1.1 FSR at 10&#xa0;Hz. When the optical cavity was moved into optical resonance, the power of the cavity transmitted light at a &#x3bc;W level was received by a photodetector (GPD, GAP1000FC). Once the signal of the photodetector exceeded the preset trigger level of 0.6&#xa0;V of a comparator circuit, it then generated a trigger signal, which triggered the AOM to cut off the incident light and triggered the data acquisition card (National Instruments, USB-6356, 16 bit analog-to-digital converter, 1.25&#xa0;MS/s) to capture the resulting signal of ring-down decay process. Each ring-down profile was sampled for 400&#xa0;&#x3bc;s or 500 data points. An example of photodetector ring-down signal profile will be presented late in <xref ref-type="sec" rid="s3-1">Section 3.1</xref>. By numerically fitting the recorded ring-down signals to an exponential decay function based on a corrected successive integration (CSI) algorithm [<xref ref-type="bibr" rid="B53">53</xref>], the ring-down times were determined.</p>
<p>In the above system, the drivers of lasers and BOAs, the radio frequency signal source, the PID controller and the data acquisition card were individual commercial products. It would be possible in the future to integrate all these functions into a compact package and to miniaturize the system.</p>
</sec>
<sec id="s2-2">
<title>2.2 Laser frequency selection</title>
<p>In this system, both FMS and CRDS techniques were used. FMS was for stabilizing and locking the frequency of Laser-1 to an absorption feature of target gas molecules filled in a gas cell&#x2014;a CO<sub>2</sub> absorption gas cell in this instance, whereas, the primary purpose of the system is for CRDS sensing measurements. Therefore, the selection of the CO<sub>2</sub> absorption line and the corresponding frequency of Laser-1 used by the CRDS for sensing measurements of CO<sub>2</sub> gas needed to consider: 1) the absorption line possesses an appropriate intensity, so that a resulting absorbance not too much lower than the mirror losses (1-R &#x3d; 70&#xa0;ppm) was preferred; 2) it is an isolated absorption line so to reduce the influence of other nearby absorption lines which may have different pressure broadening and pressure frequency shifting; 3) it is free from interferences from other gases in the atmosphere, such as water vapor, methane, <italic>etc.</italic>
</p>
<p>In this study using NIR diode lasers, we chose the CO<sub>2</sub> absorption line at the frequency 6251.761&#xa0;cm<sup>&#x2212;1</sup> (or the wavelength 1599.55&#xa0;nm) with the following characteristic details: transition quantum number notation (30<sup>0</sup>1&#x2013;00<sup>0</sup>0) R (36)e, line intensity 5.4 &#xd7; 10<sup>&#x2212;24</sup>&#xa0;cm/mol, air-broadening coefficient (value of half width at half maximum, HWHM) 0.0678&#xa0;cm<sup>&#x2212;1</sup>/atm and self-broadening coefficient (value of HWHM) 0.083&#xa0;cm<sup>&#x2212;1</sup>/atm (values extracted from the HITRAN database). <xref ref-type="fig" rid="F2">Figure 2</xref> shows the simulated absorption spectra of 400&#xa0;ppm CO<sub>2</sub>, 2% H<sub>2</sub>O, 2&#xa0;ppm CH<sub>4</sub>, 10&#xa0;ppb NO<sub>2</sub>, 300&#xa0;ppb NO, 300&#xa0;ppb N<sub>2</sub>O and 100&#xa0;ppb CO for the frequency region from 6251.5&#xa0;cm<sup>&#x2212;1</sup> to 6252&#xa0;cm<sup>&#x2212;1</sup>. The simulation spectra were at a temperature of 300&#xa0;K, a total air pressure of 200&#xa0;mbar and a path length of 1&#xa0;cm, based on spectral parameters from the HITRAN database. These mole fraction values were typical for normal atmospheric air.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Simulation absorption spectra of <bold>(A)</bold> 400&#xa0;ppm CO<sub>2</sub> and <bold>(B)</bold> 2% H<sub>2</sub>O, 2&#xa0;ppm CH<sub>4</sub>, 10&#xa0;ppb NO<sub>2</sub>, 300&#xa0;ppb NO, 300&#xa0;ppb N<sub>2</sub>O and 100&#xa0;ppb CO in air at a total sample pressure of 200&#xa0;mbar, path length of 1&#xa0;cm, and temperature of 300&#xa0;K.</p>
</caption>
<graphic xlink:href="fphy-11-1238869-g002.tif"/>
</fig>
<p>The absorbance of CO<sub>2</sub> at the line center was 2.28 &#xd7; 10<sup>&#x2212;7</sup>, while the maximum absorbance among the interfering gases was 6.21 &#xd7; 10<sup>&#x2212;10</sup> by H<sub>2</sub>O. The absorbance of the other interfering gases was at the level of 10<sup>&#x2212;12</sup> or less, and was below the detection limit of our CRDS system. To minimize the impact of residual H<sub>2</sub>O vapor in the input gas sample, we let the inlet gas sample pass through a 20-cm-long silica gel desiccant. It reduced the H<sub>2</sub>O vapor from 2% to (0.4&#x2013;0.6)%, corresponding to a residual absorbance of (1.3&#x2013;1.9) &#xd7; 10<sup>&#x2212;10</sup>. The ring-down time of the system at this CO<sub>2</sub> absorption was about 59&#xa0;&#x3bc;s and could be measured by data acquisition electronics reliably.</p>
<p>As for the frequency of Laser-2, it was managed and finely tuned so that it was away from any gas absorption lines and more importantly, it did not resonate with the optical cavity at the same time as Laser-1. This ensured that the ring-down decays of each laser were observed separately without being disturbed. The laser beam geometry was mode matched to the cavity longitudinal modes by using lenses, so that cavity transverse modes did not get excited. The frequency difference of Laser-2 should meet the requirement in Eq. <xref ref-type="disp-formula" rid="e2">2</xref>.<disp-formula id="e2">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">l</mml:mi>
<mml:mi mathvariant="bold-italic">a</mml:mi>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mi mathvariant="bold-italic">r</mml:mi>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:mrow>
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<mml:mo>&#x2212;</mml:mo>
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<mml:mi mathvariant="bold-italic">v</mml:mi>
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<mml:mi mathvariant="bold-italic">l</mml:mi>
<mml:mi mathvariant="bold-italic">a</mml:mi>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mi mathvariant="bold-italic">r</mml:mi>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2260;</mml:mo>
<mml:mi mathvariant="bold-italic">m</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2217;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mi mathvariant="bold-italic">S</mml:mi>
<mml:mi mathvariant="bold-italic">R</mml:mi>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <inline-formula id="inf22">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>r</mml:mi>
<mml:mn>2</mml:mn>
</mml:mrow>
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</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf23">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
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<mml:mn>1</mml:mn>
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</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the frequencies of Laser-2 and Laser-1, respectively. <inline-formula id="inf24">
<mml:math id="m26">
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is an integer number. When not in optical resonance, the highly reflective cavity mirrors effectively blocked the input laser radiation from passing the cavity [<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>]. The time interval between the ring-down events of Laser-1 and Laser-2 during the PZT cavity length sweep was manually set for more than 1&#xa0;ms by finely tuning the frequency of Laser-2. In this work, the frequency of Laser-2 was set at 6257.762&#xa0;cm<sup>&#x2212;1</sup>. After passing through the silica gel desiccant, the maximum absorbance among the above gases at the frequency of Laser-2 under the same simulation conditions was 1.66 &#xd7; 10<sup>&#x2212;10</sup>, which was of a similar magnitude as the residual H<sub>2</sub>O vapor absorbance at Laser-1 frequency.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Effect of frequency-locking module</title>
<p>Based on the selected CO<sub>2</sub> absorption line discussed in <xref ref-type="sec" rid="s2-2">Section 2.2</xref>, two DFB lasers (NTT Electronics, NLK1L5GAAA) centered around wavelength 1,599&#xa0;nm were used as light sources. Laser-1 was operated at 35&#xb0;C and 69&#xa0;mA. Wavelength tuning was achieved via the laser operation temperature and current. By applying a sawtooth waveform (50&#xa0;Hz, 2 Vpp, as shown in <xref ref-type="fig" rid="F3">Figure 3A</xref>) to the current modulation port of Laser-1 controller, the frequency of Laser-1 could be scanned over the CO<sub>2</sub> absorption line at 6251.761&#xa0;cm<sup>-1</sup>. The EOM was modulated at 430&#xa0;MHz with a modulation index of 0.2. <xref ref-type="fig" rid="F3">Figure 3B</xref> presents the dispersion and absorption signal waveforms of the FMS obtained by the two mixers for quadrature demodulations. The error signal used for frequency locking was obtained by their difference.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Measurements of signal profiles of the frequency modulation spectroscopy scanned over a CO<sub>2</sub> absorption line. <bold>(A)</bold> Sweep signal for laser frequency via its operation current; <bold>(B)</bold> dispersion (blue line), absorption (black line) signal profiles, and their difference (red line) used as the error signal for feedback controlling the laser frequency.</p>
</caption>
<graphic xlink:href="fphy-11-1238869-g003.tif"/>
</fig>
<p>To stabilize and lock the laser frequency, the frequency of Laser-1 was turned to the CO<sub>2</sub> absorption line center by shifting the laser operation current from 69&#xa0;mA to 85.4&#xa0;mA. The error signal was fed to the PID controller and its output was connected to the modulation port of Laser-1&#x2019;s controller instead of the sawtooth sweep signal. Comparisons in the error signal and ring-down time, with and without laser frequency locking, are plotted in <xref ref-type="fig" rid="F4">Figure 4</xref>. For these measurements, the cavity was filled with ambient air with higher CO<sub>2</sub> mole fraction to a 200-mbar pressure. Before locking, the average value of error signal in <xref ref-type="fig" rid="F4">Figure 4A</xref> was 16.3&#xa0;mV at a manual laser frequency setting. After activating the PID controller, the mean value got to 0&#xa0;mV. Furthermore, the standard deviation was greatly reduced from 4.23&#xa0;mV to 0.133&#xa0;mV, denoting a &#x223c;32 times improvement in the laser frequency stability. For the ring-down time measurements with CO<sub>2</sub> absorption in <xref ref-type="fig" rid="F4">Figure 4B</xref>, its fluctuation was reduced by improved laser stability. Correspondingly, the mean value of the 1000 ring-down times varied slightly from 19.175&#xa0;&#x3bc;s to 19.074&#xa0;&#x3bc;s while the standard deviation fell significantly from 0.228&#xa0;&#x3bc;s to 0.053&#xa0;&#xb5;s The higher frequency stability made a 5-fold reduction in fluctuation of ring-down time measurements as demonstrated in <xref ref-type="fig" rid="F4">Figure 4B</xref>. The exhaled CO<sub>2</sub> of indoor air was responsible for this shorter ring-down time. To get the ring-down time quickly and efficiently, the number of acquisition points for these ring-down profiles was reduced to 125, with a corresponding acquisition time of 100&#xa0;&#x3bc;s which was about five times the ring-down time. <xref ref-type="fig" rid="F5">Figure 5A</xref> depicts the acquired ring-down profile and the modelling of exponential decay via a CSI algorithm. The maximum residual between the data and the fitting curve is about 0.002&#xa0;V for the ring-down signal profile with a magnitude of 0.6&#xa0;V, as shown in <xref ref-type="fig" rid="F5">Figure 5B</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<bold>(A)</bold> Comparison in FMS error signal of the laser with locking (red line) and without locking (black line) the laser frequency. <bold>(B)</bold> Comparison in stability of ring-down time with locking (red line) and without locking (black line) the laser frequency.</p>
</caption>
<graphic xlink:href="fphy-11-1238869-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> Ring-down signal (black line) and fitting curve (red dash line). <bold>(B)</bold> The fitting residual.</p>
</caption>
<graphic xlink:href="fphy-11-1238869-g005.tif"/>
</fig>
<p>When a laser is in free-running operation mode without frequency stabilization and locking, not only frequency jitter but also a frequency drift occurs. Therefore, tests on the long-term stability of the frequency locking effect were performed. A high-stability wavelength meter (Bristol Instruments, model 721 spectrum analyzer) was used to measure the frequency of Laser-1. <xref ref-type="fig" rid="F6">Figure 6</xref> reports the comparison of wavelength measurement data with and without locking the laser frequency to the CO<sub>2</sub> absorption line for 7&#xa0;h. Obviously, without locking there was a drift during the first 3.5&#xa0;h. However, with the help of frequency locking, the laser frequency was precisely stabilized to the absolute frequency of the CO<sub>2</sub> absorption line, and remained constant throughout the latter 3.5&#xa0;h of measurements. In summary, the frequency locking based on FMS improved the laser frequency stability and effectively facilitated the subsequent high-precision CRDS measurements.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Drift and stability of the laser frequency without and with active stabilization.</p>
</caption>
<graphic xlink:href="fphy-11-1238869-g006.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Detection limit of CRDS system</title>
<p>The detection limit of the CDRS system is usually given by the ability to determine the minimum change <inline-formula id="inf25">
<mml:math id="m27">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi>&#x3c4;</mml:mi>
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</inline-formula> in ring-down times from an absorption-free ring-down time <inline-formula id="inf26">
<mml:math id="m28">
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<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
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</inline-formula>. Applying this to Eq. <xref ref-type="disp-formula" rid="e1">1</xref> leads to Eq. <xref ref-type="disp-formula" rid="e3">3</xref>:<disp-formula id="e3">
<mml:math id="m29">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mi mathvariant="bold-italic">min</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3c4;</mml:mi>
</mml:mrow>
<mml:msubsup>
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<mml:mi mathvariant="bold-italic">c</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3c4;</mml:mi>
</mml:mrow>
<mml:mn mathvariant="bold">0</mml:mn>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msubsup>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>In one experiment, the gas in the 200-mm-long ring-down cavity was slowly pumped empty by a vacuum pump to become free of absorption. A total of 15,000 ring-down times of the empty cavity were acquired within a total time of 1650&#xa0;s (or at a data rate of 9.1&#xa0;Hz). These measurements are displayed in <xref ref-type="fig" rid="F7">Figure 7A</xref>, together with an Allan deviation analysis [<xref ref-type="bibr" rid="B54">54</xref>] on the measurements for evaluating long-term system stability, detection limits and optimum averaging time as presented in <xref ref-type="fig" rid="F7">Figure 7B</xref>. The optimum averaging time happened at around 5.0&#xa0;s, and the corresponding minimum detection limit of absorption coefficient came to 4.4 &#xd7; 10<sup>&#x2212;11</sup>&#xa0;cm<sup>&#x2212;1</sup>. When applying this to the CO<sub>2</sub> absorption measurement conditions (<xref ref-type="fig" rid="F2">Figure 2</xref>), it amounted to a minimum detectable mole fraction of 78&#xa0;ppb of CO<sub>2</sub>. The time-normalized noise equivalent absorption coefficient at 1&#xa0;s was 7.3 &#xd7; 10<sup>&#x2212;11</sup>&#xa0;cm<sup>&#x2212;1</sup>/Hz<sup>1/2</sup>. It was noted that the Allan deviation started to increase after 5&#xa0;s. This was possibly due to a mediocre hermeticity of the ring-down cavity and surface adsorption/desorption and minor laser frequency fluctuations under such high measurement sensitivity. The plot shows the ultimate stability of the system&#x2019;s &#x201c;absorption-free&#x201d; background. Therefore, drifts of an empty-cavity ring-down time should be checked within a &#x3c;5&#xa0;s time interval before it starts to increase. For measurements with gas samples in the cavity, a change in ring-down time relative to such absorption-free ring-down time measured by laser-2 reduces impact of background drifts.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(A)</bold> Measurements of 15,000 ring-down events within a total time of 1650&#xa0;s. <bold>(B)</bold> The Allan deviation analysis with locking (black line) and without locking (red line) for evaluating the sys-tem stability and detection limit.</p>
</caption>
<graphic xlink:href="fphy-11-1238869-g007.tif"/>
</fig>
<p>We made comparison measurements on the same ring-down cavity with and without laser frequency locking. The Allan deviation plot for the measurements with-out laser frequency locking is presented also in <xref ref-type="fig" rid="F7">Figure 7B</xref>. For averaging time of less than 10&#xa0;s, the improvement in Allan deviations with laser frequency stabilization is about x5.</p>
</sec>
<sec id="s3-3">
<title>3.3 Calibration measurements</title>
<p>CO<sub>2</sub> standard gas samples at mole fractions of 400&#xa0;ppm, 600&#xa0;ppm, 800&#xa0;ppm, and 1000&#xa0;ppm (with an uncertainty of 2%, from a commercial supplier) were used to calibrate the CRDS system. With the gas flow rate fixed at 60&#xa0;mL/min, the measurement time at each and every mole fraction lasted for more than 10&#xa0;min and the cavity was purged by N<sub>2</sub> gas when changing gas samples to avoid any interference. <xref ref-type="fig" rid="F8">Figure 8</xref> depicts the results of the calibration measurements. Apparently, the system exhibits a good linear response over a wide range of CO<sub>2</sub> mole fractions with an outstanding linear correlation coefficient of 0.99999. The fitting parameters a and b of the straight-line modelling will be used for calculating CO<sub>2</sub> mole fraction of CRDS measurements of unknown atmospheric samples.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Calibration measurements of the CRDS system on reference CO<sub>2</sub> samples.</p>
</caption>
<graphic xlink:href="fphy-11-1238869-g008.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Measurements of ambient CO<sub>2</sub>
</title>
<p>Measurements of ambient CO<sub>2</sub> were performed by our CRDS system and spanned approximately 7&#xa0;h. Both the temperature and pressure values were recorded simultaneously in real-time to avoid errors in the mole fraction introduced by their fluctuations during the long-time measurement. Each mole fraction value was obtained based on averaging 14 pairs of acquired ring-down times <inline-formula id="inf27">
<mml:math id="m30">
<mml:mrow>
<mml:mi>&#x3c4;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf28">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, within a measurement time of 1.5&#xa0;s. In addition, a top-quality commercial CRDS instrument (Picarro, G2401) was applied for comparison of the mole fraction data to verify the reliability of our developed system. <xref ref-type="fig" rid="F8">Figure 8</xref> shows the results of the comparison. At the start of the measurement run, the sampled ambient air in the lab contained a significant exceeding amount of exhaled CO<sub>2</sub>. After the laboratory became unoccupied, the CO<sub>2</sub> mole fraction gradually approached its typical atmospheric value. Moreover, it is clearly shown in <xref ref-type="fig" rid="F9">Figure 9</xref> that the mole fraction trends between the two devices were in high agreement. The relative deviation between their measurements was within &#x223c;0.5%, demonstrating the reliability of our CRDS system.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Comparison measurements of our developed system against a commercial Picarro G2401 instrument.</p>
</caption>
<graphic xlink:href="fphy-11-1238869-g009.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>We demonstrated that a 5-fold improvement in detection sensitivity of cavity ring-down spectroscopy (CRDS) can be achieved by reducing the frequency fluctuation of the laser source used. We used a frequency modulation spectroscopy (FMS) technique on an absorption line of the target CO<sub>2</sub> molecules in a multi-pass gas cell. In addition to reducing the frequency fluctuation, this locked the laser frequency to a CO<sub>2</sub> absorption line of 6251.761&#xa0;cm<sup>-1</sup> (or wavelength 1599.55&#xa0;nm) and thereby ensured a drift-free operation of the laser frequency for long-term gas sensing and monitoring applications. Additionally, a second laser operating at a nearby non-absorbing wavelength had been used for measuring the &#x201c;empty cavity&#x201d; ring-down time. This ensured that any change of environmental conditions on the CRDS baseline drift was subtracted from absorption calculations. Two booster optical amplifiers helped to increase the output powers of the low-power diode lasers. Finally, from the Allan deviation analysis, the sensitivity of the system with a cavity length of 200&#xa0;mm was achieved as low as 4.4 &#xd7; 10<sup>&#x2212;11</sup>&#xa0;cm<sup>&#x2212;1</sup>, and the corresponding optimum averaging time was &#x223c;5&#xa0;s. A further improvement in sensitivity might be achieved by increasing the cavity length in a future study. For the measurements of CO<sub>2</sub> in the ambient air, a comparison experiment between our system and a commercial Picarro instrument was conducted over 7&#xa0;h. The results verified the reliability of our system, whose measurement da-ta rate was 9&#xa0;Hz. Our developed frequency-stabilized-locked CRDS (FSL-CRDS) system achieved both ultra-high precision and rapid measurements of atmospheric CO<sub>2</sub>, exhibiting a wide application prospect in the field of environmental and industrial gas sensing.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>Conceptualization, YL and MH; methodology, YL and MH; software, YL and BC; validation, YL and XW; formal analysis, ZX and LY; investigation, MH and BC; resources, ZX; data curation, LY; writing&#x2014;original draft preparation, YL; writing&#x2014;review and editing, YH and YL; visualization, XW; supervision, ZX; project administration, RK; funding acquisition, RK. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This research was funded by the National Natural Science Foundation of China (Grant No. 62205346), and the Youth Innovation Promotion Association CAS (Grant No. 2022451).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The reviewer XL declared a shared affiliation with the author(s) to the handling editor at the time of review.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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