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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2025.1519668</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>UVA-induced weathering of microplastics in seawater: surface property transformations and kinetics</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Liu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2833210/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Su</surname>
<given-names>Yuanyuan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mehmood</surname>
<given-names>Tariq</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Zezheng</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Peng</surname>
<given-names>Licheng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1430833/overview"/>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Naiming</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2801092/overview"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Resources and Environment, Yunnan Agricultural University</institution>, <addr-line>Kunming</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Agro-Forestry Environmental Processes and Ecological Regulation of Hainan Province, Hainan University</institution>, <addr-line>Haikou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Environmental Science and Engineering, Hainan University</institution>, <addr-line>Haikou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Yunnan Soil Fertility and Pollution Restoration Laboratory, Yunnan Agricultural University</institution>, <addr-line>Kunming</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department Sensors and Modeling, Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB)</institution>, <addr-line>Potsdam</addr-line>, <country>Germany</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>State Key Laboratory of Freshwater Ecology and Biotechnology, Institute of Hydrobiology, Chinese Academy of Sciences</institution>, <addr-line>Wuhan</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Baohong Chen, Ministry of Natural Resources, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Daniel Rittschof, Duke University, United States</p>
<p>Edgars Kuka, Latvian State Institute of Wood Chemistry (LAS), Latvia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Licheng Peng, <email xlink:href="mailto:lcpeng@hainanu.edu.cn">lcpeng@hainanu.edu.cn</email>; Naiming Zhang, <email xlink:href="mailto:zhangnaiming@sina.com">zhangnaiming@sina.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>05</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1519668</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>04</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Gao, Su, Mehmood, Wang, Peng and Zhang</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Gao, Su, Mehmood, Wang, Peng and Zhang</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>During environmental migration, large plastic fragments can undergo degradation into microplastics (MPs), posing a significant threat to ecosystems. A research gap exists in understanding how MPs age in complex environments. We modeled aging by integrating an aging index with degradation kinetics. This study investigated the degradation of MPs (polyethylene (PE), polypropylene (PP), polystyrene (PS) and polyvinyl chloride (PVC)) exposed to ultraviolet radiation in seawater. Aged MPs exhibited cracks, oxidized particles, and wrinkles on their surfaces. The functional groups experienced stretching (e.g., -OH, C-H, C=O) and bending (e.g., X-H in-plane, C-H in-plane), as identified through Fourier transform infrared spectroscopy (FTIR). Meanwhile, the crystallinity of MPs increased initially but decreased over time. The roughness and carbonyl index (CI) of MPs was increased as the weathering time progressed. mPE and mPP exhibited the most pronounced aging. The Elovich kinetic model poorly fitted the CI for aged MPs. A First-order kinetic improvement model fitted well but lacked clear parameter significance. The degradation mechanisms of mPE and mPP were similar. The benzene ring structure in mPS and dechlorination experienced by mPVC render them resistant to degradation. This study provides evidence that that enhances our understanding of the mechanisms underlying the aging process of MPs in seawater.</p>
</abstract>
<kwd-group>
<kwd>aging time</kwd>
<kwd>carbonyl index</kwd>
<kwd>kinetics</kwd>
<kwd>microplastics</kwd>
<kwd>ultraviolet radiation</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="67"/>
<page-count count="12"/>
<word-count count="5468"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Pollution</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Plastic aging is a critical transformation process governing the environmental fate of plastic debris. During environmental migration, plastics undergo irreversible physicochemical alterations, including changes in surface roughness, hydrophobicity, crystallinity, and chemical bonding. These alterations are driven by exogenous forces such as solar radiation, wave action, and biological activity (<xref ref-type="bibr" rid="B19">Fu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B37">Liu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B38">Luo et&#xa0;al., 2020</xref>). These modifications profoundly influence plastics environmental interactions and ecotoxicological impacts. For instance, progressive fragmentation of plastic debris generates secondary microplastics (MPs) (<xref ref-type="bibr" rid="B47">Peng et&#xa0;al., 2020</xref>), while aging facilitates the leaching of additives (e.g., plasticizers and stabilizers) into surrounding ecosystems. Additives may interact synergistically with co-occurring pollutants like heavy metals and organic contaminants, forming complex pollutant matrices with amplified ecological risks (<xref ref-type="bibr" rid="B18">Fang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B39">Ma et&#xa0;al., 2019</xref>).</p>
<p>The degree of MPs aging can be influenced by various factors, including polymer type, exposure time, temperature, moisture, salinity, and oxygen levels. Environmental stressors induce oxidative degradation and structural defects, enhancing porosity and creating reactive sites for ion adsorption on aged MPs (<xref ref-type="bibr" rid="B6">Brandon et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B50">Rochman et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B56">Stark and Matuana, 2004</xref>). MPs accelerated degradation has been observed under extreme conditions, such as elevated temperatures, Fenton reactions, or hydrogen peroxide treatments, which induce chain scission, cross-linking, and surface erosion (<xref ref-type="bibr" rid="B14">Ding et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B16">Dong et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B32">Lang et&#xa0;al., 2020</xref>). Among natural aging mechanisms, photocatalysis driven by ultraviolet (UV) radiation plays a dominant role (<xref ref-type="bibr" rid="B53">Sintim et&#xa0;al., 2019</xref>). Solar UVB (280&#x2013;315 nm) and UVA (315&#x2013;400 nm) irradiation generate free radicals on MPs surfaces, initiating oxidation, dehydrogenation, and backbone cleavage (<xref ref-type="bibr" rid="B25">Gewert et&#xa0;al., 2015</xref>). Notably, the types of polymers significantly modulate aging pathways: sulfuration promotes oxidation in micro-sized polyethylene (mPE), while micro-sized poly(butylene adipate-co-terephthalate) (mPBAT) undergoes reductive cleavage with concomitant organic compound release (<xref ref-type="bibr" rid="B17">Du et&#xa0;al., 2024</xref>). Distinct morphological changes have also been reported; micro-sized polypropylene (mPP) develops extensive surface cracks under UV exposure, whereas micro-sized polystyrene (mPS) exhibits minimal physical degradation (<xref ref-type="bibr" rid="B8">Cai et&#xa0;al., 2018</xref>). Hence, it is important to systematically investigate the structural characteristics of diverse MPs types under UV radiation. We hypothesized that different categories of MPs age differently.</p>
<p>Existing studies predominantly employ laboratory simulations to investigate MPs aging in controlled environments, including soil, beach sand, ultrapure water, and artificial seawater (<xref ref-type="bibr" rid="B8">Cai et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B33">Li et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B57">Su et&#xa0;al., 2024</xref>). However, such approaches may inadequately replicate natural marine dynamics, where synergistic physical abrasion (e.g., wave action) and microorganism (e.g., by <italic>Marinobacter</italic>, <italic>Moraxella</italic>, and <italic>Rhodococcus</italic>) accelerate surface degradation (<xref ref-type="bibr" rid="B12">Delacuvellerie et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B21">Gao et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B33">Li et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B57">Su et&#xa0;al., 2024</xref>). Furthermore, oceans act as long-term reservoirs for MPs, with hydrographic processes influencing their vertical transport and horizontal dispersion (<xref ref-type="bibr" rid="B64">Zhang et&#xa0;al., 2022</xref>). Therefore, it is imperative to investigate the aging process and mechanism of MPs in natural environments. Consequently, discrepancies likely exist between aging patterns observed in natural versus simulated seawater, necessarily investigating the aging process and mechanism of MPs in natural environments.</p>
<p>Despite advances in photodegradation research, critical knowledge gaps persist. First, few studies employ quantitative kinetic models (e.g., carbonyl index (CI)-based analyses) to systematically evaluate aging rates across MPs classes. Second, reliance on artificial media introduces uncertainties regarding real-world aging trajectories, particularly for heterogeneous marine environments. Are MPs degradation in real seawater consistent with the kinetic model observed in artificial seawater? We hypothesized that aging kinetics conform to degradation principles governed by MPs physicochemical properties.</p>
<p>Therefore, this study aims to investigate the influence of varying aging time on the degradation of MPs (i.e., mPE, mPP, mPS, and micro-sized polyvinyl chloride (mPVC)) in seawater under UVA irradiation by analyzing surface microstructure, elemental composition, crystallinity, and functional groups. Meanwhile, the CI was used to fit the First-order improvement kinetic model and the Elovich kinetic model to describe the degradation rate of MPs. Moreover, the impact of UVA aging on the degradation mechanism of MPs was discussed, aiming to develop more effective strategies for managing plastic waste and reducing marine environmental pollution.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Materials</title>
<p>Four types of MPs (mPE, mPP, mPS, and mPVC) were selected for based on their high abundance in nearshore waters surrounding Hainan Island, China (<xref ref-type="bibr" rid="B24">Gao et&#xa0;al., 2022b</xref>). MPs with three distinct particle sizes (i.e., approximately 13, 165, and 550 &#x3bc;m), representative of the 10 &#x3bc;m&#x2013;1 mm range prevalent in marine environments, were mechanically generated by Shunjie Technology Co., Ltd. (Dongguan, China). Key properties of the MPs are summarized in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>. Spectroscopic grade potassium bromide was obtained from Aladdin Biochemical Technology Co., Ltd., Shanghai, China. Natural seawater was collected from Haikou, Hainan Province, China (20&#xb0;3&#x2032;48&#x2033;E, 110&#xb0;24&#x2032;54&#x2033;N), filtered through a 0.22 &#x3bc;m filter membrane. The physicochemical properties and compositions of seawater were shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>, and specific determination methods were detailed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supporting Information Text S1</bold>
</xref>. A UVA-340 nm lamp (Q-Lab Corporation, USA; 20 W output, peak wavelength: 340 nm) was employed to simulate solar ultraviolet radiation.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>UVA-aging of MPs</title>
<p>Pristine MPs were sequentially rinsed with deionized water, air-dried, and mixed with natural seawater in glass culture dishes (MPs: 3.5 g, seawater: 40 mL). Subsequently, all culture dishes were transferred to a custom-designed aging chamber (dimensions: 90 &#xd7; 180 &#xd7; 40 cm; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S1a, b</bold>
</xref>) maintained at 25&#xb0;C for 15, 30, 90, and 180 days, with triplicate samples per timepoint. UVA possesses strong penetration capabilities, enabling it to traverse glass. Each chamber layer contained two UVA-340 tubes, delivering irradiance comparable to midday summer sunlight (0.70&#x2013;0.80 &#x3bc;W/cm&#xb2;) (<xref ref-type="bibr" rid="B7">Brennan, 1987</xref>). The UVA intensity was verified using a calibrated photometer (Sanpo Instrument Co., Ltd., China), measuring 78.1 &#x3bc;W/cm&#xb2; at the lamp surface and 68.8 &#x3bc;W/cm&#xb2; through the seawater-covered culture dish. To minimize evaporation, dishes were sealed with lids, and deionized water was replenished periodically (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1c</bold>
</xref>). Post-aging, MPs were collected, surface-cleaned with deionized water, air-dried at room temperature, and stored in brown glass bottles for subsequent analysis (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supporting Information 1 Text S2</bold>
</xref> for collection protocols).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Characteristics of MPs</title>
<p>The size of MPs was determined with a laser diffraction particle size analyzer (MAZ3000, Mastersizer, UK). The surface structures of MPs were examined by using Field Emission Scanning Electron Microscopy (FESEM, Verios G4 UC, Thermo Fisher Scientific, USA). The elemental composition of MPs surfaces was analyzed by using an X-ray Fluorescence Spectrometer (XRF, ArL Perform x, Thermo Scientific, USA). A Fourier Transform Infrared Spectrometer (FTIR, Tensor 27, Bruker, Germany) was employed to analyze the functional groups of MPs. An X-ray Diffractometer Spectrometer (XRD, DX-2700BH, Tianrui, China) was used to analyze the crystallinity of MPs. Triplicate measurements ensured reproducibility, with representative spectra selected for analysis. Details were provided in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supporting Information 1 Text 3</bold>
</xref>.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>MPs aging index</title>
<p>The CI is employed to quantitatively assess the degree of aging and oxidation in polymers, which is determined through analysis of FTIR spectra (<xref ref-type="bibr" rid="B16">Dong et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B57">Su et&#xa0;al., 2024</xref>). The CI calculation method was shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Initial attempts to model CI using a first-order kinetic equation yielded poor fits (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>). Consequently, a modified first-order model incorporating an empirical parameter A and the Elovich kinetic model were applied to fit the CI (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Calculation and fitting formula for the Carbonyl index (CI).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Name/model</th>
<th valign="middle" align="center">Formula</th>
<th valign="middle" align="center">Parameter</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Carbonyl index</td>
<td valign="middle" align="center">
<inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mn>1870</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1650</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mn>1480</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1440</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td valign="top" rowspan="5" align="left">
<italic>A<sub>1480&#x2013;1440</sub>
</italic> and <italic>A<sub>1870&#x2013;1650</sub>
</italic> are the FTIR characteristic peak area of methylene and carbonyl, respectively; <italic>CI<sub>a</sub>
</italic> is <italic>CI</italic> of pristine MPs; <italic>T</italic> is MPs aging time (day); <italic>CI<sub>rate</sub>
</italic> is an aging rate of <italic>CI</italic> (day<sup>-1</sup>); <italic>CI<sub>0</sub>
</italic> is rate constant of <italic>CI</italic> (day<sup>-1</sup>); <italic>K</italic> is first-order MPs aging rate constant; <italic>A</italic> lacks practical significance; <italic>a</italic> is the initial rate of aging; <italic>b</italic> is the degradation ability during aging.</td>
</tr>
<tr>
<td valign="middle" align="center">Carbonyl index rate</td>
<td valign="middle" align="center">
<inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>C</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>C</mml:mi>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td valign="middle" align="center">First-order kinetic</td>
<td valign="middle" align="center">
<inline-formula>
<mml:math display="inline" id="im3">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>C</mml:mi>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td valign="middle" align="center">First-order kinetic improvement</td>
<td valign="middle" align="center">
<inline-formula>
<mml:math display="inline" id="im4">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>C</mml:mi>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mo>+</mml:mo>
<mml:mi>A</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td valign="middle" align="center">Elovich kinetic</td>
<td valign="middle" align="center">
<inline-formula>
<mml:math display="inline" id="im5">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>+</mml:mo>
<mml:mi>b</mml:mi>
<mml:mi>l</mml:mi>
<mml:msup>
<mml:mi>n</mml:mi>
<mml:mi>T</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Data analysis</title>
<p>One-way analysis of variance (ANOVA) was performed using IBM SPSS 25 for statistical analysis, with significant differences assessed using the LSD multiple range test (<italic>P &lt;</italic>0.05). The FESEM images were annotated and combined using Adobe Photoshop 2021. The FTIR and crystallinity spectra were examined using the Thermo Scientific OMNIC Series and MDI Jade 6.5 software, respectively. Experimental data, CI fitting, and data visualization were conducted using Excel 2019 and Origin 2018.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results and discussion</title>
<sec id="s3_1">
<label>3.1</label>
<title>Surface structures of MPs</title>
<p>The aging process induced distinct structural alterations across MP types under UVA irradiation (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). While mPE, mPP, and mPS exhibited no significant color changes, mPVC developed a pronounced yellow hue after 180 days of exposure, indicative of surface oxidation and chromophore formation via photoinduced reactions (<xref ref-type="bibr" rid="B58">Sun et&#xa0;al., 2020</xref>). Plastic aging typically occurs through cracking and peeling. Initial surface analysis revealed smooth textures for pristine MPs (550 &#x3bc;m). However, progressive aging introduced structural defects, including flakes, cracks, protrusions, and oxidized particles (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), likely due to UVA radiation (<xref ref-type="bibr" rid="B37">Liu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B40">Mao et&#xa0;al., 2020</xref>). Notably, the extent of deterioration varied with material and duration. For example, after 15-day aging, mPE and mPP developed noticeable particles, fragments, and cracks, while mPS showed minor fragmentation and mPVC remained mostly smooth with only a few fragments. After 30 days of aging, the aforementioned aging phenomenon became more pronounced. With prolonged aging time, the surfaces of MPs gradually transitioned from an initial smooth to rough. After 180-days aging, mPE and mPP exhibited disordered surface structures characterized by prominent pits, deep holes, and fractures; whereas mPS and mPVC displayed multiple cracks, numerous fragments, and particles.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The FESEM and corresponding images of 550 &#x3bc;m MPs after aging for different days (0, 15, 30, 90 and 180 days).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1519668-g001.tif"/>
</fig>
<p>Specifically, mPE contains unsaturated bonds (C=C) within the main chain or end chains, and exhibits frequent active branching points. These points are susceptible to oxidation by O<sub>3</sub>, NO<sub>x</sub>, or atmospheric free radicals, forming highly unstable hydrogen peroxide that subsequently transforms into stable carbonyl groups with UVA absorption properties (<xref ref-type="bibr" rid="B9">Chamas et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B49">Rabek, 1995</xref>). mPP, especially in amorphous or low-order forms, is prone to oxidation at tertiary carbon atoms, leading to the formation and decomposition of hydrogen peroxides (<xref ref-type="bibr" rid="B45">Oswald and Turi, 1965</xref>). The migration of mPS free radicals within the polymer matrix induces degradation under UVA radiation, forming brittle regions or layers on their surface (<xref ref-type="bibr" rid="B11">Cooper, 2012</xref>; <xref ref-type="bibr" rid="B62">Yousif and Haddad, 2013</xref>). In contrast, mPVC&#x2019;s disordered open structure makes it less sensitive to UVA radiation and less susceptible to peeling (<xref ref-type="bibr" rid="B2">Arnold, 1995</xref>; <xref ref-type="bibr" rid="B10">Christensen et&#xa0;al., 2018</xref>). Furthermore, the accelerated aging in seawater compared to freshwater systems underscores the synergistic role of salinity. Chloride ions likely catalyzed hydrolysis and oxidative chain cleavage, enhancing surface roughness (<xref ref-type="bibr" rid="B14">Ding et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B21">Gao et&#xa0;al., 2021</xref>).</p>
<p>Moreover, some elements were detected on the surface of aged MPs, including Ag, Br, Ca, Cl, Fe, Ho, K, Lu, Mg, Si, Sr, Sx, Ti, Yb, and Zn (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2a&#x2013;d</bold>
</xref>), indicating that MPs release internal structural elements during aging. The content of Ag, Br, Cl, Fe, K and Mg increased with prolonged aging time, suggesting progressive release of intrinsic additives (e.g., catalysts, plasticizers) from polymer matrices. For instance, Zn and Fe residues likely originated from Ziegler-Natta catalysts used in polyolefin synthesis (<xref ref-type="bibr" rid="B27">Groh et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B59">Turner and Filella, 2021</xref>). The emergence of surface cracks facilitated oxygen diffusion and elemental leaching, creating a feedback loop that accelerated oxidative degradation (<xref ref-type="bibr" rid="B38">Luo et&#xa0;al., 2020</xref>). Such elemental redistribution poses ecological risks, as heavy metals (e.g., Zn, Fe) may interact with marine biota or adsorb co-pollutants.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The surface characteristics (<bold>(a-d)</bold> surface element content, <bold>(e-h)</bold> crystallinity and <bold>(i-l)</bold> FTIR spectra) of 550 &#x3bc;m MPs after aging for different days; Notes: <bold>(a, e, i)</bold> mPE, <bold>(b, f, j)</bold> mPP, <bold>(c, g, k)</bold> mPS and <bold>(d, h, l)</bold> mPVC.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1519668-g002.tif"/>
</fig>
<p>Comparative analysis of MPs across sizes (13 &#x3bc;m, 165 &#x3bc;m, 550 &#x3bc;m) revealed divergent aging trajectories (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S3</bold>
</xref>). Larger MPs (550 &#x3bc;m) exhibited earlier onset of surface roughening (15 days vs. 30 days for 13 &#x3bc;m MPs). This may be attributed to higher surface-to-volume ratio in smaller particles, which delays crack initiation by distributing stress more evenly. Shorter diffusion pathways for oxygen and radicals in smaller MPs, promoting uniform oxidation over localized degradation (<xref ref-type="bibr" rid="B37">Liu et&#xa0;al., 2020</xref>). Paradoxically, smaller MPs (13 &#x3bc;m) displayed higher surface elemental concentrations (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3</bold>
</xref>), attributed to their greater specific surface area enhancing additive exposure and leaching (<xref ref-type="bibr" rid="B40">Mao et&#xa0;al., 2020</xref>). This inverse relationship between particle size and elemental release underscores the complexity of MPs aging mechanisms, necessitating multi-parameter assessments (e.g., CI, crystallinity) for holistic evaluation.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Crystallinity of MPs</title>
<p>XRD analysis revealed insights into the structural reorganization of MPs during UVA-induced aging. While mPVC exhibited complex diffraction patterns with overlapping peaks, precluding quantitative analysis, distinct crystallinity trends were observed for mPE, mPP, and mPS (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2e&#x2013;h</bold>
</xref>).</p>
<p>No notable changes in the peak positions were observed in the four types of aged 550 &#x3bc;m MPs. mPE exhibited strong peaks at 21.5&#xb0; and 23.9&#xb0;, while mPP showed distinct peaks at 14.2&#xb0;, 16.9&#xb0;, and 21.9&#xb0;. The primary peak for mPS was identified at 19.6&#xb0;. Notably, the XRD spectra of aged MPs exhibited a noticeable increased peak intensity compared to pristine MPs. This suggests that aging affects MPs crystallinity, which is consistent with previous studies (<xref ref-type="bibr" rid="B35">Liu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B39">Ma et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B57">Su et&#xa0;al., 2024</xref>). Additionally, this study revealed an intriguing phenomenon whereby the crystallinity of MPs diminishes over time. The crystallinity of aged 15 d MPs peaked, while the crystallinity of aged 180 d MPs only marginally surpassed that of pristine MPs. This may be attributed to the preferential degradation of amorphous regions during early aging stages, which temporarily increases crystallinity (<xref ref-type="bibr" rid="B51">Rouillon et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B58">Sun et&#xa0;al., 2020</xref>). <xref ref-type="bibr" rid="B60">Velzeboer et&#xa0;al. (2014)</xref> noted that oxidative damage to molecular chains can hinder crystal formation, reducing crystallinity after aging. The decrease of crystallinity of MPs may affect the change of the mass of the crystal region. UV aging can cause molecular chain breakage, leading to lower molecular weight and reduced crystal mass (<xref ref-type="bibr" rid="B65">Zhang et&#xa0;al., 2025</xref>). Additionally, new defect areas such as micropores and cracks may form during aging, further degrading crystal quality (<xref ref-type="bibr" rid="B1">Anshari et&#xa0;al., 2025</xref>).</p>
<p>Prolonged aging of MPs leads to the oxidation of amorphous regions, generating oxygen-containing functional groups and diminishing crystallinity. This phenomenon is mostly caused by oxidative reactions during continuous degradation of plastics, leading to chain fragmentation and incorporation of diverse polar functional groups. In particular, carbonyl groups tend to be enriched in the amorphous regions of polymers (<xref ref-type="bibr" rid="B1">Anshari et&#xa0;al., 2025</xref>). These groups can disrupt the regularity of molecular long chains and induce their entanglement, forming amorphous regions within MPs (<xref ref-type="bibr" rid="B34">Litvinov et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B52">Singh and Sharma, 2008</xref>). For instance, polyethylene terephthalate (PET) exposed to air shows higher CI values from peresters or anhydrides, indicating significant degradation in amorphous regions (<xref ref-type="bibr" rid="B42">Matsumoto et&#xa0;al., 2023</xref>). Various functional groups introduce compositional and structural diversity, causing variable changes in MPs&#x2019; crystallinity levels. Decreased crystallinity enhances material brittleness while reducing toughness, accelerating plastic fracture (<xref ref-type="bibr" rid="B16">Dong et&#xa0;al., 2022</xref>).</p>
<p>Smaller MPs (165 &#x3bc;m) exhibited enhanced crystallinity compared to larger counterparts (550 &#x3bc;m). For mPE and mPP, peak intensities doubled in 165 &#x3bc;m MPs (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S4a, b</bold>
</xref>), attributable to higher surface area accelerating amorphous phase oxidation (<xref ref-type="bibr" rid="B39">Ma et&#xa0;al., 2019</xref>). Notably, 13 &#x3bc;m mPS showed a progressive peak shift from 19.6&#xb0; to 14.5&#xb0; after 90 days (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S4e-g</bold>
</xref>), signaling nanoscale structural reorganization via chain fragmentation. Though excluded from quantitative analysis, mPVC exhibited unique behavior: maximal diffraction intensity at 15 days (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S4d, h</bold>
</xref>), followed by progressive broadening. This suggests rapid additive leaching (e.g., plasticizers) initially stabilizes the structure, followed by chlorine loss-induced amorphization (<xref ref-type="bibr" rid="B10">Christensen et&#xa0;al., 2018</xref>). Overall, UVA radiation exposure increases MPs crystallinity and alters surface structure.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Functional groups of MPs</title>
<p>The interaction and cross-linking of free radicals in MPs can occur under UVA radiation, leading to external forces that impede segmental motion. This reduces elongation at break and increases brittleness (<xref ref-type="bibr" rid="B20">Galloway and Lewis, 2016</xref>; <xref ref-type="bibr" rid="B37">Liu et&#xa0;al., 2020</xref>). Besides surface morphology changes, the composition, properties, and functionalities of MP surfaces also modify during aging.</p>
<p>As shown in <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2i&#x2013;l</bold>
</xref>, FTIR spectra of pristine and aged MPs are similar. However, subtle changes and new peaks were observed in the functional groups corresponding to aged MPs, indicating modifications in the surface chemical structure of aged MPs. For instance, aged mPE displayed peaks at 2921, 2848, 1657, and 1466 cm<sup>-1</sup>; aged mPP showed peaks at 3340, 3030-2780, 1720, 1460-1380, and 1170 cm<sup>-1</sup>; aged mPS demonstrated peaks at 3440, 3130, 2820, 1880, 1600, 1490, and 694 cm<sup>-1</sup>; whereas aged mPVC presented bands at wavelengths of 2920, 1720, and 1630&#x2013;609 cm<sup>-1</sup> (e.g., 1430, 879 cm<sup>-1</sup>). These deviations from pristine MPs suggest increased degradation with aging. Peak intensities of functional groups on MPs&#x2019; surfaces become more prominent over time, especially after 180 days, confirming the detrimental impact of extended UVA radiation on the surface structure of MPs. This is consistent with previous studies showing that MPs undergo photooxidation under UVA exposure (<xref ref-type="bibr" rid="B23">Gao et&#xa0;al., 2022a</xref>).</p>
<p>The spectral range of 3750&#x2013;3000 cm<sup>-1</sup> corresponded to hydroxyl (-OH) stretching vibration. The peak intensity of aged mPP and mPS was enhanced at 3440 cm<sup>-1</sup>, indicating intensified -OH bonds stretching. Within the range of 3000&#x2013;2700 cm<sup>-1</sup>, novel peaks (mPP, mPS, mPVC) or stronger peak intensities (mPE) were observed, suggesting the presence of surface-bound C-H stretching (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). UVA irradiation-induced degradation of MPs increases oxygen exposure, leading to extensive oxidation reactions (<xref ref-type="bibr" rid="B8">Cai et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B63">Yu et&#xa0;al., 2023</xref>). Moreover, the higher concentration of chloride ions in seawater facilitates substitution reactions, enhancing -OH stretching (<xref ref-type="bibr" rid="B40">Mao et&#xa0;al., 2020</xref>). The FTIR spectra of aged mPE, mPP, mPS, and mPVC exhibited significant changes in the carbonyl stretching vibration region (1900&#x2013;1650 cm<sup>-1</sup>), indicating C=O stretching (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Previous study showed that -OH and C=O serve as prominent indicators of polymer oxidation, with increased C=O implying the incorporation of oxygen into carbon-hydrogen bonds (<xref ref-type="bibr" rid="B6">Brandon et&#xa0;al., 2016</xref>). Additionally, aged samples also exhibited C=C double bond stretching in the 1690&#x2013;1500 cm<sup>-1</sup>. Within the 1475&#x2013;1000 cm<sup>-1</sup> range, MPs displayed X-H in-plane bending vibrations, X-Y stretching vibrations, C-H in-plane bending or C-O stretching and skeletal vibrations associated with C-C single bonds (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The phenomenon may be attributed to the adsorption of substances, such as Laurocapram (aliphatic) and Phthalic anhydride (aromatic), by MPs in seawater (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>). Previous studies demonstrated that MPs surfaces were rich in bisphenol A, polychlorinated biphenyls, nonylphenols, and other organic substances (<xref ref-type="bibr" rid="B29">Hirai et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B41">Mato et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B46">Pascall et&#xa0;al., 2005</xref>). Some research also indicated that mPE and micro-poly (butyleneadipate-co-terephthalate) (mPBAT) exhibited varying degrees of changes in aromatic and aliphatic C-O and C=O bonds under H<sub>2</sub>O<sub>2</sub> influence (<xref ref-type="bibr" rid="B17">Du et&#xa0;al., 2024</xref>). MPs aging modifies surface morphology and functional groups, primarily due to fractured surfaces facilitating oxygen ingress and accelerating aging (<xref ref-type="bibr" rid="B38">Luo et&#xa0;al., 2020</xref>). After a 15-day aging period, novel peaks emerge within the range of 1000&#x2013;650 cm<sup>-1</sup> for aged mPS; whereas for aged mPP and mPVC, new peaks begin to manifest after 90 days of aging, predominantly associated with out-of-plane bending vibrations of olefins and aromatics such as ortho-disubstituted benzene rings (770&#x2013;735 cm<sup>-1</sup>), meta-disubstituted benzene rings (710&#x2013;690 and 810&#x2013;750 cm<sup>-1</sup>), and para-disubstituted benzene rings (830&#x2013;810 cm<sup>-1</sup>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Typical functional groups of aged MPs in the aging band.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Band name and range</th>
<th valign="middle" rowspan="2" align="center">Functional groups</th>
<th valign="middle" colspan="4" align="center">Aging time (day)</th>
</tr>
<tr>
<th valign="middle" align="center">15</th>
<th valign="middle" align="center">30</th>
<th valign="middle" align="center">90</th>
<th valign="middle" align="center">180</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Hydroxyl stretching vibration region (3750&#x2013;3000 cm<sup>-1</sup>)</td>
<td valign="middle" align="center">&#x2013;OH stretching</td>
<td valign="middle" align="center">&#x25cb;&#x25a1;</td>
<td valign="middle" align="center">&#x25cb;&#x25a1;</td>
<td valign="middle" align="center">&#x25cb;</td>
<td valign="middle" align="center">&#x25cb;&#x25a1;</td>
</tr>
<tr>
<td valign="middle" align="left">C&#x2013;H stretching vibration region (3000&#x2013;2700 cm<sup>-1</sup>)</td>
<td valign="middle" align="center">C&#x2013;H stretching</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
</tr>
<tr>
<td valign="middle" align="left">Carbonyl stretching vibration region (1900&#x2013;1650 cm<sup>-1</sup>)</td>
<td valign="middle" align="center">C=O stretching</td>
<td valign="middle" align="center">&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x25cb;&#x25a1;&#x25b3;</td>
</tr>
<tr>
<td valign="middle" align="left">Double bond stretching vibration region (1690&#x2013;1500 cm<sup>-1</sup>)</td>
<td valign="middle" align="center">C=C stretching</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
</tr>
<tr>
<td valign="middle" align="left">X&#x2013;H in-plane bending and X-Y stretching vibration region (1475-1000cm<sup>-1</sup>)</td>
<td valign="middle" align="center">C-H in-plane bending, C-O stretching</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x2022;&#x25cb;&#x25a1;&#x25b3;</td>
</tr>
<tr>
<td valign="middle" align="left">C-H out-of-plane bending vibration region (1000&#x2013;650 cm<sup>-1</sup>)</td>
<td valign="middle" align="center">C-H out-of-plane bending</td>
<td valign="middle" align="center">&#x25a1;</td>
<td valign="middle" align="center">&#x25a1;</td>
<td valign="middle" align="center">&#x25cb;&#x25a1;&#x25b3;</td>
<td valign="middle" align="center">&#x25cb;&#x25a1;&#x25b3;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The symbol &#x201c;&#x2022;&#x201d; represents mPE; &#x201c;&#x25cb;&#x201d; represents mPP; &#x201c;&#x25a1;&#x201d; represents mPS; and &#x201c;&#x25b3;&#x201d; represents mPVC. These symbols indicate the functional groups detected in the corresponding spectral regions of aged MPs.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>FTIR spectroscopy of MPs with smaller particle sizes (165 and 13 &#x3bc;m) showed that as aging time increased, differences in their infrared spectra became more pronounced. Aged MPs exhibited significant changes in C-H stretching vibrations (3000&#x2013;2700 cm<sup>-1</sup>), while aged mPS and mPVC showed more pronounced variations in out-of-plane bending vibrations (1000&#x2013;650 cm<sup>-1</sup>). In seawater conditions, long-wave ultraviolet irradiation affects MPs-oxygen interaction, leading to polymer chain breakage and crosslinking.</p>
<p>Meanwhile, FTIR spectroscopy of MPs with smaller particle sizes (i.e., 165 and 13 &#x3bc;m) revealed that as aging time increased, differences in their infrared spectra became more pronounced (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S5</bold>
</xref>). All aged MPs exhibited significant changes in functional groups within the C-H stretching vibration region (3000&#x2013;2700 cm<sup>-1</sup>), while aged mPS and mPVC showed more pronounced variations in the out-of-plane bending vibration region (1000&#x2013;650 cm<sup>-1</sup>). In conclusion, during photodegradation under seawater conditions, long-wave ultraviolet irradiation can affect MPs-oxygen interaction, leading to a cascade of physicochemical reactions such as polymer chain breakage and crosslinking.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>MPs aging index</title>
<p>The CI serves as a reliable indicator of MPs aging, quantifying changes in carbonyl content and facilitating the evaluation of polymer chain breakage (<xref ref-type="bibr" rid="B15">Di Pippo et&#xa0;al., 2020</xref>). As shown in <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3a&#x2013;d</bold>
</xref>, the CI of aged MPs increased significantly over time: 180 d &gt;90 d &gt;30 d &gt;15 d &gt;0 d. Significant variations were observed before each treatment (<italic>P &lt;</italic>0.05), except for mPE-550 &#x3bc;m, mPE-165 &#x3bc;m, and mPP-550 &#x3bc;m. This result was consistent with previous research and can be primarily attributed to oxidation reactions on the surface of MPs under UVA irradiation (<xref ref-type="bibr" rid="B16">Dong et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B66">Zhang et&#xa0;al., 2023</xref>). The 550 &#x3bc;m mPE exhibited a higher CI value than the other two sizes of mPE (i.e., 165 and13 &#x3bc;m), likely due to its initially higher CI. The mPE and mPS exhibited higher CI values followed by mPVC, while mPP had the lowest. This indicated that different types of MPs exhibited varying degradation rates.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The <bold>(a-d)</bold> Carbonyl index of aged MPs, and kinetic models fitting <bold>(e-h)</bold> first-order kinetic improvement model, and <bold>(i-l)</bold> Elovich kinetic model.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1519668-g003.tif"/>
</fig>
<p>Simultaneously, the CI rate was calculated to quantify the aging rate of MPs. The mPE exhibited a significantly higher rate at 30 days of aging compared to other aging time (<italic>P &lt;</italic>0.05), ranging from 0.0200-0.0457% per day (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>). A similar trend was observed for mPVC, while mPP and mPS demonstrated peak CI rates at 15 or 30 days of aging. The result is interpreted as substantial oxidation during the early stages of MP aging, consistent with previous findings on direct photolysis in early weathering (<xref ref-type="bibr" rid="B16">Dong et&#xa0;al., 2022</xref>). Moreover, smaller-sized MPs (i.e., 165 and 13 &#x3bc;m mPS, and 13 &#x3bc;m mPVC) exhibited lower CI rates, indicating slower degradation rate for small-sized MPs in the environment. The result was consistent with FESEM observations (Section 3.1). Therefore, more attention and concern should be paid to the small-sized MPs, particularly their potential environmental impact.</p>
<p>To gain a more profound insight into the aging process of MPs, this study aimed to correlate CI with aging time. Initially, a first-order kinetic model was employed to fit CI values; however, these fitting results were deemed unsatisfactory (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>). Previous study also indicated that standard kinetic models were inadequate in explaining the degree of MPs aging or fragmentation (<xref ref-type="bibr" rid="B15">Di Pippo et&#xa0;al., 2020</xref>). While suitable for simple degradation processes, the first-order model is limited in complex scenarios with nonlinear behaviors and specific environmental conditions (<xref ref-type="bibr" rid="B4">Bekins et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B61">Wang et&#xa0;al., 2018</xref>). For example, factors such as temperature, pH levels, salinity, and microorganisms can influence reaction rates, leading to deviations from first-order kinetics. Although this study was conducted under UVA-340 irradiation and constant temperature, the presence of microorganisms in seawater complicates the degradation of MPs, thereby reducing the effectiveness of the first-order model.</p>
<p>To improve fitting accuracy, we incorporated an additional parameter into our modified first-order kinetic model. The fitting results demonstrated high accuracy (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3e&#x2013;h</bold>
</xref>), with R<sup>2</sup> ranging from 0.88 to 0.99 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>). In contrast, previous study reported significantly lower R<sup>2</sup> of 0.774, 0.849, and 0.891 when employing first-order kinetics to fit mPP, mPET, and mPLA, respectively (<xref ref-type="bibr" rid="B57">Su et&#xa0;al., 2024</xref>), which contrasted sharply with our improved model in this study. However, further validation is necessary to confirm the significance of the parameters utilized in first-order kinetic improvement model. The Elovich model performed noticeably worse than our modified first-order model but showed satisfactory fits for 165 and 13 &#x3bc;m mPE, 165 &#x3bc;m mPP, as well as 550 &#x3bc;m mPVC, with R<sup>2</sup> ranging from 0.73 to 0.89. However, it performed poorly for mPS, with a maximum R<sup>2</sup> of 0.57 (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3i&#x2013;l</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>). This highlights the complexity of MPs degradation in marine environments under UVA irradiation and underscores the limitations of simple kinetic models. This may be attributed to the material characteristics of MPs, including molecular weight, structure, and additives distribution significantly influence MPs degradation mechanism (<xref ref-type="bibr" rid="B15">Di Pippo et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B36">Liu et&#xa0;al., 2022</xref>).</p>
<p>In summary, the aging behavior of MPs is a complex environmental phenomenon requiring consideration of multiple factors for thorough investigation. These factors encompass elements such as temperature, UV radiation, coexisting pollutants, and inherent material properties. Consequently, exploring the aging behavior of MPs remains a formidable challenge.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Mechanism of MPs degradation</title>
<p>The main chains of mPE, mPP, mPS, and mPVC are composed of carbon atoms, leading to similar photodegradation mechanisms in seawater. This process can be categorized into four steps: light initiation, free radical reaction, chain scission and surface oxidation (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). UVA irradiation cleaves C-H bonds, generating alkyl radicals (R&#x2022;) that react with dissolved oxygen to form peroxyl radicals (ROO&#x2022;) (<xref ref-type="bibr" rid="B13">Dimassi et&#xa0;al., 2022</xref>). These reactive intermediates abstract hydrogen from adjacent polymer chains, propagating radical chains and forming hydroperoxides (ROOH) (<xref ref-type="bibr" rid="B3">Ashfaq et&#xa0;al., 2020</xref>). Hydroperoxide photolysis (ROOH&#x2192;RO&#x2022; + &#x2022;OH) induces backbone cleavage, reducing molecular weight and generating low-molecular-weight fragments (LMWFs) (<xref ref-type="bibr" rid="B5">Bracco et&#xa0;al., 2018</xref>). Concurrently, radical recombination promotes crosslinking, forming brittle three-dimensional networks (<xref ref-type="bibr" rid="B28">Gryn&#x2019;ova et&#xa0;al., 2011</xref>). Oxidative functionalization introduces hydroxyl, carbonyl, and carboxyl groups (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2i&#x2013;l</bold>
</xref>), enhancing hydrophilicity and microbial colonization (<xref ref-type="bibr" rid="B21">Gao et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B25">Gewert et&#xa0;al., 2015</xref>). FTIR spectra confirmed progressive CI increases, with mPE and mPP showing the highest oxidation levels after 180 days (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Degradation pathways of MPs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1519668-g004.tif"/>
</fig>
<p>The degradation process of mPE in seawater is relatively straightforward. mPE degradation initiates via C-H bond cleavage at branching points, forming allylic radicals that rapidly oxidize to peroxides (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). This mechanism represents the crucial initial step in photodegradation (<xref ref-type="bibr" rid="B5">Bracco et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B67">Zhu et&#xa0;al., 2024</xref>), which was supported by the FTIR spectrum (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2i</bold>
</xref>). Chain scission produces LMWFs (&lt;1 kDa), including aldehydes and ketones, which are readily metabolized by marine microbes to CO<sub>2</sub> and H<sub>2</sub>O (<xref ref-type="bibr" rid="B26">Ghatge et&#xa0;al., 2020</xref>). Crosslinking dominates at later stages, creating surface microcracks that accelerate embrittlement.</p>
<p>The tertiary carbons in mPP&#x2019;s -CH<sub>3</sub> side chains are highly susceptible to radical attack, leading to faster peroxide formation than mPE (<xref ref-type="bibr" rid="B45">Oswald and Turi, 1965</xref>). This results in 22.2% higher CI values for mPP compared to mPE after 180 days (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>). Degradation generates methyl ketones and carboxylic acids, which enhance bioaccessibility but also increase ecotoxicity due to additive leaching (<xref ref-type="bibr" rid="B25">Gewert et&#xa0;al., 2015</xref>). Both mPE and mPP exhibited surface roughening under ultraviolet radiation, but the specific manifestations of these two types of MPs differ (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Therefore, when investigating the weathering or degradation of MPs, it is important to consider the distinct degradation characteristics among different types of MPs.</p>
<p>The primary distinction in the degradation mechanism between mPS and mPE lies in the benzene ring, which can stabilize free radicals, slowing down the degradation rate of mPS (<xref ref-type="bibr" rid="B62">Yousif and Haddad, 2013</xref>). Prolonged UV exposure forms phenylperoxyl radicals (PhOO&#x2022;), which decompose into benzaldehyde and benzoic acid&#x2014;substances with demonstrated allelopathic effects on phytoplankton (<xref ref-type="bibr" rid="B43">Nakatani et&#xa0;al., 2022</xref>). FESEM images show that mPS has significantly lower surface roughness compared to mPE and mPP (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Additionally, the CI for mPS was notably lower than that of mPE, especially after 180 days of aging. For instance, the CI for 13 &#x3bc;m mPE reached 0.0117 &#xb1; 0.0008, compared to 0.0076 &#xb1; 0.0007 for mPS (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>).</p>
<p>The molecular structure of mPVC includes chlorine atoms, leading to a distinct photodegradation process in seawater compared to other MPs. mPVC undergoes dechlorination under UVA, cleaving C-Cl bonds to release HCl and chlorine radicals (Cl&#x2022;) (<xref ref-type="bibr" rid="B48">Peng et&#xa0;al., 2022</xref>). The dechlorination process leads to a complex and slow degradation of mPVC (<xref ref-type="bibr" rid="B31">Kudzin et&#xa0;al., 2024</xref>), and the surface roughness of mPVC was significantly lower than other MPs (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). These radicals propagate chain scission, producing chlorinated LMWFs (e.g., dichloroethanes) that resist biodegradation and exhibit acute toxicity (<xref ref-type="bibr" rid="B44">Novotn&#xfd; et&#xa0;al., 2022</xref>). Surface Cl content increased by 18% after aging (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2a, d, h</bold>
</xref>), correlating with inhibited microbial activity in coastal sediments (<xref ref-type="bibr" rid="B22">Gao et&#xa0;al., 2023</xref>).</p>
<p>MPs degradation in seawater involves photodegradation and biodegradation, both influenced by environmental conditions such as salinity, temperature, and pH (<xref ref-type="bibr" rid="B30">Kaing et&#xa0;al., 2024</xref>). Elevated salinity and ionic diversity in seawater can affect MPs&#x2019; surface properties, impacting pollutant adsorption and degradation. Lower seawater temperatures further inhibit both the rates of photodegradation and free radical reactions, but localized conditions (such as near hydrothermal vents or warm currents) can result in higher temperatures that may accelerate thermal degradation of MPs. pH influences the stability of oxidation products and microbial activity. In marine environments, physical processes such as wave action and sediment interactions cause mechanical abrasion of MPs (<xref ref-type="bibr" rid="B54">Sipe et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B55">Song et&#xa0;al., 2017</xref>). Additionally, microorganisms in marine environments can decompose MPs, but biodegradation is slow due to low oxygen levels and seawater temperatures. Meanwhile, MPs additives release substances during degradation, affecting the overall process (<xref ref-type="bibr" rid="B25">Gewert et&#xa0;al., 2015</xref>). The size and type of MPs also serve as influential factors on their degradation. In conclusion, the degradation rates of MPs can be ranked as follows: mPP &gt;mPE &gt;mPS &gt;mPVC. A better understanding of these factors will aid in developing effective strategies for managing plastic waste and mitigating marine pollution.</p>
</sec>
</sec>
<sec id="s4" sec-type="conclusions">
<label>4</label>
<title>Conclusion</title>
<p>In this study, the degradation rates of MPs can be ranked as follows: mPP &gt;mPE &gt; mPS &gt;mPVC. The surface morphology and chemical properties of aged MPs were changed compared to pristine MPs, with the appearance of cracks, oxidized particles, wrinkles, changes in functional group stretching and crystallinity. After 180 days, aged MPs exhibited higher surface roughness and CI values. Variations in plastic composition contributed to differences in aging rates among the four types of MPs, with mPE and mPP showing the most pronounced aging effects. Although first-order kinetic improvement model exhibited better fitting performance between MPs&#x2019; CI and aging time, the significance of its parameters remained uncertain. Therefore, simple kinetic models do not clearly capture the complexity of MPs aging that can be further explored. The degradation mechanisms of mPE and mPP are similar, while mPS involves benzene ring degradation and mPVC undergoes dechlorination. This study can further elucidate the aging properties and mechanisms of different MPs, thereby enhancing our understanding of the long-term weathering processes of MPs in marine environments and associated ecological risks.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>LG: Conceptualization, Software, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Data curation, Investigation, Methodology. YS: Methodology, Conceptualization, Project administration, Writing &#x2013; original draft. TM: Conceptualization, Investigation, Writing &#x2013; original draft. ZW: Investigation, Writing &#x2013; original draft. LP: Conceptualization, Funding acquisition, Project administration, Supervision, Validation, Writing &#x2013; review &amp; editing. NZ: Funding acquisition, Investigation, Project administration, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported, in part, by Yunnan Province Basic Research Program Youth Project (202501AU070035), Basic Research Project of Yunnan Provincial Department of Education (2025J0365), Hainan Natural Science Foundation Youth Fund Project (Excellent Youth Project, 424YXQN415), Key Project of Natural Science Foundation of Hainan Province, China (ZDYF2022SHFZ278), Hainan Talent Cultivation Project of the South China Sea - South China Sea Innovative Talent (the third batch), Joint Funds of the National Natural Science Foundation of China (U2002210), Yunnan Science and Technology Talent Platform Project (202405AM340004), Hainan key R&amp;D program (ZDYF2025SHFZ062).</p>
</sec>
<sec id="s8" sec-type="COI-statement">
<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 id="s9" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<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="s11" sec-type="supplementary-material">
<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/fmars.2025.1519668/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2025.1519668/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table1.xlsx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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