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<front>
<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">969921</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2022.969921</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>Detecting the pH-dependent liquid-liquid phase separation of single levitated aerosol microdroplets <italic>via</italic> laser tweezers-Raman spectroscopy</article-title>
<alt-title alt-title-type="left-running-head">Tong 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.2022.969921">10.3389/fphy.2022.969921</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Tong</surname>
<given-names>Yu-Kai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1835191/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Meng</surname>
<given-names>Xiangxinyue</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Bo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Rui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Zhijun</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1499549/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Min</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ye</surname>
<given-names>Anpei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory for the Physics and Chemistry of Nanodevices</institution>, <institution>School of Electronics</institution>, <institution>Peking University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>State Key Joint Laboratory of Environmental Simulation and Pollution Control</institution>, <institution>College of Environmental Sciences and Engineering</institution>, <institution>Peking University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Science</institution>, <institution>Beijing University of Posts and Telecommunications</institution>, <addr-line>Beijing</addr-line>, <country>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/1818685/overview">Zhiwen Liu</ext-link>, The Pennsylvania State University (PSU), 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/1102423/overview">Bormashenko Edward</ext-link>, Ariel University, Israel</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1889343/overview">Jinda Lin</ext-link>, Shanghai Institute of Optics and Fine Mechanics, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Anpei Ye, <email>yap@pku.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Atomic and Molecular Physics, a section of the journal Frontiers in Physics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>08</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>969921</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>06</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>07</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Tong, Meng, Zhou, Sun, Wu, Hu and Ye.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Tong, Meng, Zhou, Sun, Wu, Hu and Ye</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>Ambient atmospheric aerosol particles comprised of various inorganic and organic substances ubiquitously undergo phase transition, such as efflorescence, amorphization, and especially liquid-liquid phase separation (LLPS). Resultant changes of physicochemical properties in aerosols then deeply affect the climate system. However, finely detecting these processes occurring in single aerosol particles, especially under the acidic condition of real atmospheric environment, remains a challenge. In this work, we investigated the pH-dependent phase separation in single levitated microdroplets using a self-developed laser tweezers Raman spectroscopy (LTRS) system. The dynamic process of LLPS in laser-trapped droplets over the course of humidity cycles was detected with the time-resolved cavity-enhanced Raman spectra. These measurements provide the first comprehensive account of the pH-dependent LLPS in single levitated aerosol microdroplets and bring possible implications on phase separation in actual atmospheric particles.</p>
</abstract>
<kwd-group>
<kwd>single aerosol</kwd>
<kwd>pH</kwd>
<kwd>liquid-liquid phase separation</kwd>
<kwd>Raman spectroscopy</kwd>
<kwd>laser tweezers</kwd>
</kwd-group>
<contract-num rid="cn001">U19A2007 32150026 92043302</contract-num>
<contract-num rid="cn002">2017YFC0209504</contract-num>
<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">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Aerosol particles are prevalent in atmosphere and impact the climate system in two significant ways. One way is that aerosols directly influence solar radiation, e.g., aerosols containing sulfates and nitrates can scatter the solar radiation back into space and then reduce the temperature of atmosphere. The other way is that aerosols can act as cloud condensation nuclei, affect the number density of cloud droplets and indirectly impact the climate. These impacts on climate substantially depend on the critical physicochemical properties of aerosols, including optical properties [<xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref>], heterogeneous chemistry [<xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B4">4</xref>], water uptake behavior [<xref ref-type="bibr" rid="B5">5</xref>,<xref ref-type="bibr" rid="B6">6</xref>], and nucleation activity [<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>]. These properties, in turn, are dictated by the morphology of the aerosols, especially the intern structure and phase state.</p>
<p>The liquid-liquid phase separation (LLPS), a distinctive morphology in aerosol microdroplets, has been investigated under various laboratory and out-field environments [<xref ref-type="bibr" rid="B9">9</xref>,<xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B12">12</xref>]. For laboratory works on LLPS in single aerosol droplets, Kwamena et al. [<xref ref-type="bibr" rid="B13">13</xref>] conducted experiments and simulation analysis on decane/NaCl/water droplets and found that the morphology of liquid-liquid phase separated droplets can be explicitly determined once given the values of surface/interface tension of the two phases. Reid et al. [<xref ref-type="bibr" rid="B14">14</xref>] investigated the LLPS in microdroplets with NaCl as the hydrophilic component and hydrocarbons, alcohols and fatty acids as the hydrophobic component. With the analysis of surface tension, they found that core-shell morphology predominates in the LLPS of aerosols whose organic components are water insoluble, while partially engulfed morphology predominates in the aerosols with water soluble organics. Stewart et al. [<xref ref-type="bibr" rid="B15">15</xref>] put forward three signatures of the time-solved cavity-enhanced Raman spectra to detect the LLPS in aqueous polyethylene glycol (PEG-400)/ammonium sulfate system and aqueous C6-diacids/ammonium sulfate system. Ishizaka et al. [<xref ref-type="bibr" rid="B16">16</xref>] used a temperature-responsive ionic liquid as a surrogate of the water insoluble organics and observed the partially engulfed morphology during the dehumidifying process of microdroplets.</p>
<p>For field studies, P&#x00F6;hlker et al. [<xref ref-type="bibr" rid="B17">17</xref>] observed the atmospheric particles collected during the wet season in Amazonian rainforest through scanning electron microscopy, exhibited a LLPS structure with a salt core and an organic coating in the aerosols, and disentangled the impact of rainforests on the climate at the level of aerosols. You et al. [<xref ref-type="bibr" rid="B18">18</xref>] presented images that show the coexistence of two noncrystalline phases for real-world samples collected on multiple days in Atlanta. Lee et al. [<xref ref-type="bibr" rid="B19">19</xref>] produced primary sea spray aerosols from wave breaking of natural seawater within a wave flume and investigated the evolving heterogeneity within aerosol populations. They found that particles between ca. 0.3 and 1&#xa0;<italic>&#x3bc;m</italic> in volume equivalent diameter displayed a LLPS morphology where an inorganic core was coated with an organic shell.</p>
<p>A caveat is that most of present studies focused merely on the influence of chemical composition on LLPS. However, even those works on real-world aerosols used the diluted extracts of filter-collected samples for aerosol generation where the constituent concentration differed from pristine atmosphere aerosols. Recent out-field studies have reported the high acidity found in many ambient aerosol particles [<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>]. Thus, it is imperative to detect the LLPS in microdroplets at their pristine state, that is, in acidic environment. Dallemagne et al. [<xref ref-type="bibr" rid="B26">26</xref>] found the variation in pH of aqueous PEG-400/(NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> aerosols during LLPS where the pH in two liquid phases was of the same order of magnitude but with a difference of less than 0.4 pH units. Losey et al. [<xref ref-type="bibr" rid="B27">27</xref>,<xref ref-type="bibr" rid="B28">28</xref>] investigated the LLPS of microdroplets over the course of humidity cycles and found that the separation relative humidity (SRH, the RH level at which LLPS occurs) of organic acids increases as the droplet pH decreases, while the SRH of other organics (e.g., polyols) decreases as pH decreases.</p>
<p>Such studies on the impact of pH on LLPS are limited. Nearly all used the substrate-deposited droplets as targets, where the influence of the contact coverslip on the morphology of the droplets cannot be excluded [<xref ref-type="bibr" rid="B29">29</xref>]. In this study, we investigated the pH-dependent LLPS of single laser-levitated microdroplets. First, we detected the LLPS in inherently separated droplets which were comprised of oleic acid (OA) and sodium chloride, and explored the possible change of LLPS morphology in acidic environment. Then, LLPS in internally miscible 1,2,6-hexanetriol/ammonium sulfate/water droplets with various pH were investigated during dehumidifying process. Finally, we analyzed and compared the influence of pH on phase separation in these aerosol droplets. To the best of the authors&#x2019; knowledge, it is the first time to investigate the impact of pH on LLPS in single levitated aerosol droplets.</p>
</sec>
<sec id="s2">
<title>Method and experimental section</title>
<sec id="s2-1">
<title>Reagents and single aerosol manipulation</title>
<p>Six mother solutions were used in this study to generate aerosol droplets which were grouped into two types, OA/NaCl and 1,2,6-hexanetriol (HEX)/<inline-formula id="inf1">
<mml:math id="m1">
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
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</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
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<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
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<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msub>
</mml:math>
</inline-formula>. The solutions were prepared by double-distilled water (18.2&#xa0;M&#x3a9;&#xa0;cm; Milli-Q; MilliporeSigma, Burlington, MA, United States). Taking account of that sulfates are one of the major inorganics in ambient aerosols, we adjusted the pH of the solutions by adding different amounts of sulfate acid (guaranteed reagent, Xilong Scientific Co., Ltd., Guangdong, China). Solute NaCl and <inline-formula id="inf2">
<mml:math id="m2">
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msub>
</mml:math>
</inline-formula> were purchased from Tong Guang Fine Chemical Co. (Beijing, China). Solute OA (analytical reagent) was purchased from Xilong Scientific Co., Ltd. (Guangdong, China); HEX was purchased from Shanghai Macklin Biochemical Co.,Ltd. (Shanghai, China). Relevant information of the mother solutions is listed in <xref ref-type="table" rid="T1">Table 1</xref>. The pH of mother solutions was measured with a pH meter (Mettler Toledo Instruments Co., Ltd., Shanghai, China). All volume fractions of organics in the mother solutions used in this work were 10%. The organic-to-inorganic mass ratios (OIR) of Solution HEX-I &#x223c;IV are all 2/1.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Information of the mother solutions used to generate aerosol droplets.</p>
</caption>
<table>
<thead valign="top">
<tr>
<td align="left">Solution ID</td>
<td align="left">Solute</td>
<td align="left">pH</td>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">OA-I</td>
<td align="left">Oleic Acid &#x2b; NaCl</td>
<td align="left">7.07 &#xb1; 0.12&#x2a;</td>
</tr>
<tr>
<td align="left">OA-II</td>
<td align="left"/>
<td align="left">1.22 &#xb1; 0.08&#x2a;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;HEX-I</td>
<td align="left"/>
<td align="left">6.93 &#xb1; 0.11</td>
</tr>
<tr>
<td align="left">&#xa0;HEX-II</td>
<td align="left">1,2,6-hexanetriol</td>
<td align="left">4.79 &#xb1; 0.08</td>
</tr>
<tr>
<td align="left">&#xa0;HEX-III</td>
<td align="left">&#x2b; <inline-formula id="inf3">
<mml:math id="m3">
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msub>
</mml:math>
</inline-formula>
</td>
<td align="left">2.85 &#xb1; 0.12</td>
</tr>
<tr>
<td align="left">&#xa0;HEX-IV</td>
<td align="left"/>
<td align="left">1.13 &#xb1; 0.07</td>
</tr>
<tr>
<td colspan="3" align="left">&#x2a;Data reported only for the aqueous compartment.</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>A schematic of the laser tweezers Raman spectroscopy (LTRS) system is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. Details of the single particle technique used here can be seen in our previous work [<xref ref-type="bibr" rid="B30">30</xref>,<xref ref-type="bibr" rid="B31">31</xref>]. In brief, we generated the aerosol droplets of desired chemical composition by a medical nebulizer (Mint PN100) and used a self-developed laser tweezers to trap a single levitated droplet (4 &#x223c;10&#xa0;<italic>&#x3bc;m</italic> in radius). The droplet was trapped in a tailored chamber where the relative humidity (RH) could be regulated at a maximum rate of 5% RH/min by mixing dry and humidified nitrogen gas flow; the value of RH was monitored with a RH probe (HC2A-S, ROTRONIC). A laser beam with a wavelength of 532&#xa0;nm (Excelsior-532-200, Spectra Physics) was used to both trap the aerosol droplet and excite its Raman signal, which was recorded by a spectrograph (SpectaPro 2300i, Acton) equipped with a liquid nitrogen cooled CCD (Spec-10, Princeton Instruments). We observed the LLPS of the single levitated droplet, which was generated from different mother solutions, during a dehumidifying process and determined the SRH according to the readouts of the RH probe.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic of the laser tweezers Raman spectroscopy (LTRS) system. A laser beam passes through a pair of beam expansion optics and finally couples into an objective to form the laser tweezers. The droplet is imaging using a 470&#xa0;nm illumination LED and a high frame rate camera. The Raman spectra of the trapped droplets are recorded using a spectrograph/CCD. M1 and M2 are mirrors. D is a long pass dichroic mirror.</p>
</caption>
<graphic xlink:href="fphy-10-969921-g001.tif"/>
</fig>
<p>The disturbance of the RH-controlled nitrogen flow was discussed in the <xref ref-type="sec" rid="s10">Supplemental Material (Section S1</xref>) by calculating relevant dimensionless numbers including the Weber number and the Ohnesorge number. The results indicate that compared with the gravity, inertia and viscosity of the droplet, the surface tension is the dominant factor that impacts the morphology of the droplet. Thus, under the effect of self-surface tension, the single levitated droplet can be considered to be a stationary sphere after achieving a balance with the ambient atmosphere (see an image of the trapped droplet shown in <xref ref-type="sec" rid="s10">Supplementary Figure S3</xref> in the Supplemental Material).</p>
</sec>
<sec id="s2-2">
<title>Detection of liquid-liquid phase separation</title>
<p>The phase separation in substrate-deposited droplets has been directly observed by bright-field imaging or scanning electron microscopy [<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>,<xref ref-type="bibr" rid="B32">32</xref>]. However, for levitated droplets, the defocus of the trapped droplets blurs the direct imaging. Instead, the time-resolved Raman spectra of the trapped droplets can be used to detect the LLPS efficiently [<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>,<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>]. The Raman spectra demos from different kinds of microdroplets are shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. The trapped droplet works as an enhancing cavity and will overlap stimulated sharp peaks at wavelengths commensurate with whispering gallery modes (WGMs) on the spontaneous Raman spectra (see <xref ref-type="fig" rid="F2">Figure 2</xref>A). The WGM peaks are extremely sensitive with the morphology of the droplet, indicating that if the droplet undergoes phase separation and becomes nonspherical (e.g., partially engulfed), WGM peaks in the spectra will quench (see <xref ref-type="fig" rid="F2">Figure 2C</xref>). Thus, the moment when WGM peaks start to quench can be determined as the onset of phase separation, particularly for partially engulfed phase separation.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Raman spectra snapshots of microdroplets. <bold>(A)</bold> A Raman spectrum extracted from <xref ref-type="fig" rid="F5">Figure 5A2</xref> at 200&#xa0;s, a homogenous droplet generated from HEX-III, RH &#x3d; 80%. <bold>(B)</bold> A Raman spectrum extracted from <xref ref-type="fig" rid="F5">Figure 5A2</xref> at 1242&#xa0;s, a core-shell droplet generated from HEX-III, RH &#x3d; 65%. <bold>(C)</bold> A Raman spectrum extracted from <xref ref-type="fig" rid="F3">Figure 3A</xref> at 613&#xa0;s, a partially engulfed droplet generated from OA-I, RH&#x3d;85%. The WGMs are pointed out with arrowed lines.</p>
</caption>
<graphic xlink:href="fphy-10-969921-g002.tif"/>
</fig>
<p>For the other mode of phase separation, the core-shell morphology, the sphericity of the phase separated droplet remains and its Raman spectra still retain WGM peaks (see <xref ref-type="fig" rid="F2">Figure 2B</xref>). Nonetheless, the radial homogeneity is destroyed because of the separation of the hydrophilic core and hydrophobic shell. Thus, fitting the Raman spectra with the Mie scattering model for a homogenous droplet, the fitting errors between the measured and simulated WGM peaks are supposed to increase drastically (i.e. model failure). Therefore, the moment when the homogenous fitting errors start to soar can be determined as the onset of core-shell phase separation. The homogenous Mie scattering fitting model used in this work was developed by Preston et al. [<xref ref-type="bibr" rid="B37">37</xref>]. All the Raman spectra used here is normalized by area.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<p>In this work, we detected the phase separation of microdroplets comprised of various organics and inorganics at room temperature. In details, the aerosol droplets comprised of oleic acid/sodium chloride/water and 1,2,6-hexanetriol/ammonium sulfate/water were included, respectively. The pH of the droplets was adjusted by adding different amounts of sulfate acid. The phase separation of the internally miscible aerosol droplets under different acidic environment was realized by dehydrating the droplets.</p>
<sec id="s3-1">
<title>Inherently separated aerosols</title>
<p>The number of organic species in a single atmospheric particle is on the order of thousands, among which water insoluble organic compounds (WIOCs) take a quite important part. Here, we used oleic acid as a surrogate of WIOC and detected the phase separation of inherently separated aerosols.</p>
<p>
<xref ref-type="fig" rid="F3">Figure 3A</xref> shows the time-resolved Raman spectra of the aerosol droplet generated from Solution OA-I, which vividly depicts the progression of phase separation. The brand range of 3100 &#x223c;3600&#xa0;cm<sup>&#x2212;1</sup> corresponds to the bending and stretching modes of O-H of water, while the range of 2,850 &#x223c; 2,950&#xa0;cm<sup>&#x2212;1</sup> corresponds to the C-H mode of organics (OA here). In the beginning, the RH was set at a constant value of 85% for around 650&#xa0;s to let the freshly trapped droplet reach a stable state. It can be seen that in the beginning (before &#x223c;230 s, marked with a green dashed line in <xref ref-type="fig" rid="F3">Figure 3</xref>), there are no pronounced bright dots in the spectra which indicates that no WGMs have emerged in the freshly trapped droplet. It is because that the droplet was generated by nebulizing the mixture of OA/NaCl/Water and a number of emulsions of OA would certainly be contained in the nascent droplet. The random motion of the inclusions destroys the radial homogeneity and gives rise to the absence of the WGMs (see the schematic diagram in <xref ref-type="fig" rid="F3">Figure 3A</xref>). After this, no more than one bright dot presents in each spectral snapshot which indicates that at most one WGM peak has been detected in the spectra of the droplet. It means that the droplet was heterogenous, in other words, phase-separation with a partially engulfed structure took place. The rather complex but very weak resonant structure in the spectra stems from that the volume of the aqueous inorganic phase may be far greater than that of the hydrophobic organic phase because of the prior stochastic mixing of OA emulsions and water, and an approximately spherical cavity occurs for the aqueous volume (see the schematic diagram in <xref ref-type="fig" rid="F4">Figure 4A</xref>). The imperfect spherical volume is supposed to lead to complexity in the WGM fingerprint and a low enhancement due to the low quality of the WGMs [<xref ref-type="bibr" rid="B14">14</xref>].</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Liquid-liquid phase separation of aqueous oleic acid/sodium chloride (OA-I). <bold>(A)</bold> time-resolved Raman spectra and schematic diagram of phase separation, the bright trend dots indicate the position evolution of the detectable peaks (i.e., the WGMs shown in <xref ref-type="fig" rid="F2">Figure 2</xref>). <bold>(B)</bold> RH variation with time in the trapping chamber during the dehumidifying process. The green dashed line indicates the moment when the random motion of inclusions in the droplet stopped and culminated in a stable partially-engulfed structure.</p>
</caption>
<graphic xlink:href="fphy-10-969921-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Schematic diagram of possible morphologies for the progression of phase separation. <bold>(A)</bold> phase separation of inherently separated aerosols, e.g., OA/NaCl/Water. <bold>(B)</bold> phase separation of internally miscible aerosols in a model of spinodal decomposition during dehumidifying, e.g., HEX/<inline-formula id="inf4">
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</inline-formula>/Water. Dark blue: homogenous phase, light blue: hydrophilic phase, dark red: hydrophobic phase.</p>
</caption>
<graphic xlink:href="fphy-10-969921-g004.tif"/>
</fig>
<p>After adding sulfate acid, the phase separation of OA-II is shown in <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref> (see the Supplemental Material). It can be seen that after the transient evolution of the nascent droplet, there are still several weak but non-eliminable WGM peaks in the spectral snapshots (100 &#x223c;400&#xa0;s). It may be explained by that the added sulfate acid worked as a surfactant and reduced the surface tension between air and organic phase and the interface tension between organic and inorganic phase, which then changed the morphology of the phase separated droplet from partially engulfed structure to core-shell structure. However, such core-shell structure was quite fragile and lasted only for a short while. As the RH continued to decrease, the concentration of the inorganics as well as the surface tension between air and inorganic phase increased, which turned the core-shell structure back to partially engulfed structure. This change is shown in the spectral snapshots that as RH decreased, after &#x223c;430&#xa0;s, the droplet was dehydrated and similar low-quality WGMs emerged. Besides, the interim process from partially-engulfed to core-shell is also illustrated in the time-resolved Raman spectra, where no WGMs were recorded during 400 &#x223c;430&#xa0;s.</p>
</sec>
<sec id="s3-2">
<title>Internally miscible aerosols</title>
<p>The formation of ambient secondary organic aerosols (SOAs) is inextricable from the generation of organosulfates and nitrooxy-organosulfates [<xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B38">38</xref>,<xref ref-type="bibr" rid="B39">39</xref>], which then contributes to the emergence of various water soluble organic compounds (WSOCs). Most of the WSOCs are humic-like substances, including dicarboxylic acids, polyols, esters, and ethers. We used 1,2,6-hexanetriol as the surrogate of WSOC and detected the phase separation of internally miscible aerosols.</p>
<p>
<xref ref-type="fig" rid="F5">Figure 5</xref> illustrates the phase separations of aerosol droplets generated from aqueous HEX/<inline-formula id="inf5">
<mml:math id="m5">
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
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</mml:math>
</inline-formula> at different pH levels. For HEX-I (pH &#x3d; 6.9), from <xref ref-type="fig" rid="F5">Figure 5A1</xref>, we can see that there are numerous WGMs from the beginning of the time-resolved Raman spectra. After the droplet reaches a stable state with the ambient environment, there are still three WGMs in the spectral snapshots, one of which is quite prominent. It means that the droplet could not be partially-engulfed, in other words, the droplet was expected to be either core-shell or homogenous. In <xref ref-type="fig" rid="F5">Figure 5B1</xref>, the fitting errors of the measured WGMs calculated by the homogenous Mie scattering model are on the order of 10<sup>&#x2013;1</sup> &#x223c; 10<sup>0</sup>, which are far greater than those from homogenous droplets (compared with <xref ref-type="fig" rid="F5">Figure 5B2</xref>), time &#x3d; 0&#x2013;500&#xa0;s). It also indicates that although the droplet was generated from a homogenous internally miscible solution, it underwent phase separation just after entering the optical well. Thus, the SRH of HEX-I is presumably higher than the initial RH (88%) in the trapping chamber.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Liquid-liquid phase separation of 1,2,6-hexanetriol/ammonium sulfate/water. Top row: time-resolved Raman spectra and schematic diagrams of phase separation, the bright trend dots indicate the position evolution of the peaks. Middle row: fitting errors of the WGMs based on the homogenous Mie scattering model. Bottom row: RH variation with time in the trapping chamber during humidity steps. Panels <bold>(A1&#x2013;C1)</bold>: aerosol generated from Solution HEX-I. Panels <bold>(A2&#x2013;C2)</bold>: aerosol generated from Solution HEX-III, green dashed line indicates the moment when phase separation occurred. Panels <bold>(A3&#x2013;C3)</bold>: aerosol generated from Solution HEX-IV, green dashed line and grey dashed line indicate the moment when phase separation and phase mixing occurred, respectively. Results of HEX-II (pH &#x3d; 4.8) can be seen in <xref ref-type="sec" rid="s10">Supplementary Figure S2</xref> in the Supplemental Material.</p>
</caption>
<graphic xlink:href="fphy-10-969921-g005.tif"/>
</fig>
<p>For HEX-III (pH &#x3d; 2.8), <xref ref-type="fig" rid="F5">Figure 5A2</xref>) shows that before 690 s, the droplet was homogenous with five obvious WGMs in its spectra, and the fitting errors in <xref ref-type="fig" rid="F5">Figure 5B2</xref> are pretty minor. However, as the RH keeps decreasing, the fitting errors surge promptly (note the logarithmic scale), indicating that the phase state of the droplet changed during 690&#x2013;700&#xa0;s (marked with a dashed line in the figure). The corresponding RH shown in <xref ref-type="fig" rid="F5">Figure 5C2</xref> is in the range of 73%&#x2013;75%, at which the SRH of HEX-III may locate. Previous works found that the mechanism of phase separation in aerosol microdroplet was mainly determined by the OIR of the droplet. Empirical summaries indicate that when 1/1.5<inline-formula id="inf6">
<mml:math id="m6">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula> OIR <inline-formula id="inf7">
<mml:math id="m7">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula>2, the LLPS occurs dominantly via spinodal decomposition [<xref ref-type="bibr" rid="B35">35</xref>]. Considering the OIR of HEX-III, the droplet may undergo phase separation by spinodal decomposition and cluster growth and aggregation (see <xref ref-type="fig" rid="F4">Figure 4B</xref>).</p>
<p>For HEX-IV (pH &#x3d; 1.1), from <xref ref-type="fig" rid="F5">Figures 5A3&#x2013;C3</xref>, we can see that the SRH of HEX-IV falls within the range of 66%&#x2013;68%. In the period of 0&#x2013;2,600 s, the reduction in RH leads to an increase in the Raman intensity from the C-H vibrations and a decrease in the intensity from O-H (this phenomenon is more obvious in <xref ref-type="fig" rid="F5">Figure 5A1</xref>). After that, we elevated the ambient RH; the droplet started to absorb the moisture along with a decrease of C-H mode and an increase of O-H mode. Besides, the convoluted WGMs in the spectra regress to around six main peaks at around 3200&#xa0;s (marked with a grey dashed line in the figure). It means that the droplet subsequently returned to be homogenous, albeit a hysteresis took place compared with the increase of RH. Moreover, the mixing relative humidity (MRH, the RH level at which phase mixing occurs) can be determined according to the slump of the fitting errors, which is in the range of 72%&#x2013;75% and mildly higher than the SRH. It is inline with the results of Losey et al. [<xref ref-type="bibr" rid="B28">28</xref>]. It also shows that water molecules can go through the hydrophobic shell and be absorbed by the hydrophilic core during the process of water condensation. It might stem from that the molecules of organics are much bigger than the molecules of water so that the latter can transfer through the pores and channels formed in the former.</p>
</sec>
<sec id="s3-3">
<title>pH dependence of separation relative humidity</title>
<p>The SRHs of aerosol droplets generated from Solution HEX-I &#x223c;IV are illustrated in <xref ref-type="fig" rid="F6">Figure 6</xref>. It can be seen that the SRH of HEX decreases as pH decreases, which means that the acid enhances the miscibility of organics/inorganics. Considering the acidity found in ambient aerosol particles, it is conceivable that aerosols would undergo phase separation at lower RH than the values reported in [<xref ref-type="bibr" rid="B17">17</xref>,<xref ref-type="bibr" rid="B18">18</xref>]. Moreover, the pH-dependent SRHs reported by Losey et al. [<xref ref-type="bibr" rid="B28">28</xref>] are also drawn in the same graph. Our results agree well with that of Losey et al. [<xref ref-type="bibr" rid="B28">28</xref>] in the pH range of 3 &#x223c;5. The discrepancy occurs when the pH is below 3 and increases in the range of 1 &#x223c;2. It may result from the different ambient conditions of the droplets which are laser-levitation (leading to a morphology of sphere) and substrate-deposition (leading to a morphology of spherical crown) respectively. Besides, the researched droplets in our work were also obviously smaller than that in Losey et al. [<xref ref-type="bibr" rid="B28">28</xref>]. Considering the realistic size and levitating state, the droplets used in our work better mimicked the natural airborne aerosols Kucinski et al. [<xref ref-type="bibr" rid="B40">40</xref>]. found that the size of micro-particles was influential in the phase separation. The smaller size and the spherical morphology enhance the Kelvin effect, making the droplets in our work easier to undergo phase separation.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Separation relative humidity as a function of pH. Colors: red, droplets from Solution HEX-I &#x223c;IV, this work; green, droplets of 1,2,6-hexanetriol/<inline-formula id="inf8">
<mml:math id="m8">
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
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<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
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</mml:math>
</inline-formula>, [<xref ref-type="bibr" rid="B28">28</xref>]. The uncertainties in pH are the standard deviations resulting from averaging multiple measurements. The uncertainties in SRH mean the range where the exact values of SRH locate. The data points are the mediate values of the SRH ranges.</p>
</caption>
<graphic xlink:href="fphy-10-969921-g006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In this work, we detected the impact of pH on phase separation in multicomponent aerosol droplets, such as OA/NaCl/Water and HEX/<inline-formula id="inf9">
<mml:math id="m9">
<mml:msub>
<mml:mrow>
<mml:mrow>
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</inline-formula>/Water. To the best of the authors&#x2019; knowledge, it is the first time to investigate the pH-dependent phase separation at single levitated particle level. The results indicate that pH can change the miscibility of the mixtures, low pH will reduce the SRH of HEX. Besides, pH can also change the phase separated structure, such as pH can change the morphology of OA/NaCl/Water droplet from partially-engulfed to core-shell under certain conditions. Moreover, our results unveil the mass transfer in a core-shell microdroplet that water molecules can go through the hydrophobic shell and be absorbed by the hydrophilic core. This work further informs our understanding of the phase separation of aerosols under real ambient conditions, that the prevalence of phase separation in ambient aerosols perhaps should be reassessed taking account of the acidic environment.</p>
<p>In the future, the phase separation in real acidified ambient aerosols is expected to be further researched, which would provide us with possible implications of the morphology of real aerosols and its impacts on related properties such as the hygroscopicity, homogenous chemistry, and et al.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>Y-KT proposed the idea of the project, performed the measurements, conducted the data analysis, and led in writing the manuscript. AY contributed to funding the research, constructed the optical tweezer system, provided the instruction on the experiment and revised the manuscript. XM discussed the experiment objectives and contents and prepared the aerosol solutions. BZ and RS contributed to the data visualization. ZW was responsible for the conceptualization of aerosol droplets and discussion of methodology.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (U19A2007, 32150026 and 92043302) and the National Key Research &#x26; Development Program of China (2017YFC0209504).</p>
</sec>
<ack>
<p>Y-KT gratefully acknowledge Dr Chen Cai for instructive suggestions on experiments.</p>
</ack>
<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>
</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>
<sec id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphy.2022.969921/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphy.2022.969921/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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