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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1778672</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2026.1778672</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Synthesis and photocatalytic activity of CeO<sub>2</sub>-NbC-x catalysts for degrading oxytetracycline in aquaculture water bodies</article-title>
<alt-title alt-title-type="left-running-head">Hong and Gao</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fchem.2026.1778672">10.3389/fchem.2026.1778672</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hong</surname>
<given-names>Fanggang</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing - original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gao</surname>
<given-names>Langtao</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3334202"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x26; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/">Writing - review and editing</role>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>College of Resources and Environment, Jilin Agricultural University</institution>, <city>Changchun</city>, <country country="CN">China</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Langtao Gao, <email xlink:href="mailto:20221725@mails.jlau.edu.cn">20221725@mails.jlau.edu.cn</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-04">
<day>04</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>14</volume>
<elocation-id>1778672</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>06</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Hong and Gao.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Hong and Gao</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-04">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>The aquaculture water body is rich in antibiotics, which has caused great harm to the natural environment. It is urgent to adopt special means to degrade antibiotics from the source and reduce their impact on human production and life. In this study, the CeO<sub>2</sub>@NbC (CeO<sub>2</sub>-NbC-x (where x denotes the wt% of NbC)) catalyst was synthesized by the molten salt method, polyacrylamide gel method and heat treatment technology. Multiple characterization methods confirmed that there were no other impurities in the CeO<sub>2</sub>-NbC-x catalyst, and a special contact was formed between the CeO<sub>2</sub> and NbC interfaces. The CeO<sub>2</sub>-NbC-x catalyst exhibits high ultraviolet and visible light optical absorption coefficients. Using oxytetracycline hydrochloride as the target pollutant, the effects of catalyst concentration, pollutant concentration and pH value on the photocatalytic activity of the CeO<sub>2</sub>-NbC-x catalyst were investigated. When the catalyst concentration, pollutant concentration and pH value were 2&#xa0;g/L, 75&#xa0;mg/L, and 5, respectively, the degradation percentage of CeO<sub>2</sub>-NbC-x catalyst reached 99%. Based on capture experiments and band arrangement theory, a new photocatalytic mechanism of the CeO<sub>2</sub>-NbC-x catalyst has been proposed. This research provides new ideas for the application of wide bandgap semiconductors couple semiconductors with metallic properties in the field of photocatalysis.</p>
</abstract>
<kwd-group>
<kwd>CeO2@NbC</kwd>
<kwd>molten salt method</kwd>
<kwd>oxytetracycline hydrochloride</kwd>
<kwd>photocatalytic mechanism</kwd>
<kwd>polyacrylamide gel method</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="9"/>
<table-count count="1"/>
<equation-count count="21"/>
<ref-count count="61"/>
<page-count count="14"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Photocatalysis and Photochemistry</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>With the rapid development of the global economy and the increasing demand for aquatic products, a large amount of antibiotics is needed to ensure the survival rate and yield of aquatic products (<xref ref-type="bibr" rid="B29">Lulijwa et al., 2020</xref>). However, only a small amount of antibiotics used in aquaculture bases can be absorbed by aquatic products, while the majority are discharged into the water environment along with feces (<xref ref-type="bibr" rid="B28">Limbu et al., 2021</xref>). A large accumulation will cause great harm to the water environment, thereby affecting people&#x2019;s lives and health. Therefore, degrading antibiotics from the source helps reduce environmental pollution and thereby improve people&#x2019;s quality of life.</p>
<p>At present, the main methods for degrading antibiotics or other pollutants include adsorption, electrocatalysis, photocatalysis, piezoelectric catalysis and biodegradation, etc (<xref ref-type="bibr" rid="B1">Ali et al., 2025</xref>; <xref ref-type="bibr" rid="B10">Choudhary et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Dutta et al., 2021</xref>; <xref ref-type="bibr" rid="B31">Ma et al., 2025</xref>; <xref ref-type="bibr" rid="B34">Mangla et al., 2022</xref>; <xref ref-type="bibr" rid="B42">Shi et al., 2024</xref>; <xref ref-type="bibr" rid="B46">Srivastava, 2026</xref>; <xref ref-type="bibr" rid="B47">Sun et al., 2024</xref>; <xref ref-type="bibr" rid="B56">Zhang et al., 2024</xref>). Among these methods, photocatalytic technology, which degrades pollutants by means of sunlight, is hailed as an efficient and green technology (<xref ref-type="bibr" rid="B4">Baaloudj et al., 2021</xref>; <xref ref-type="bibr" rid="B14">Du et al., 2026</xref>; <xref ref-type="bibr" rid="B45">Soorya et al., 2025</xref>; <xref ref-type="bibr" rid="B54">Yang et al., 2025</xref>; <xref ref-type="bibr" rid="B61">Zulfiqar et al., 2024</xref>). Designing appropriate photocatalysts for the degradation of antibiotics is currently a research hotspot (<xref ref-type="bibr" rid="B35">Mousa et al., 2025</xref>). Cerium dioxide (CeO<sub>2</sub>) is an outstanding photocatalyst with extensive applications in the field of photocatalysis due to its high charge carrier migration rate, high vacancy concentration, and excellent thermal and chemical stability (<xref ref-type="bibr" rid="B3">Ansari et al., 2025</xref>; <xref ref-type="bibr" rid="B8">Cheng et al., 2025</xref>; <xref ref-type="bibr" rid="B13">Deng et al., 2025</xref>). However, the wide bandgap value of the CeO<sub>2</sub> enables it to respond only to ultraviolet light, which accounts for only 3% of sunlight, greatly limiting its application in the field of photocatalysis (<xref ref-type="bibr" rid="B36">Nadjia and Abdelkader, 2025</xref>). Therefore, focusing efforts on improving the visible light response capability of the CeO<sub>2</sub> can help broaden its application in the field of photocatalysis. Researchers have made great efforts in the construction of the CeO<sub>2</sub>-based heterostructures to enhance their visible light photocatalytic activity (<xref ref-type="bibr" rid="B27">Li et al., 2025</xref>; <xref ref-type="bibr" rid="B30">Luo et al., 2026</xref>; <xref ref-type="bibr" rid="B57">Zhang et al., 2025</xref>). From this perspective, constructing a special heterojunction is conducive to enhancing the visible light photocatalytic activity of the CeO<sub>2</sub>.</p>
<p>Niobium carbide (NbC) is a semiconductor material with metallic properties and has great application prospects in the field of photocatalysis due to its high charge transfer and separation capabilities, high stability, and high charge carrier transport capacity (<xref ref-type="bibr" rid="B7">Chen et al., 2013</xref>). Most researchers have coupled NbC with other semiconductors or C, etc., which can effectively photocatalytic degrade different pollutants (<xref ref-type="bibr" rid="B21">Gupta et al., 2019</xref>; <xref ref-type="bibr" rid="B18">Gupta and Pandey, 2018</xref>; <xref ref-type="bibr" rid="B55">Zhang et al., 2022</xref>). Inspired by this, coupling NbC with CeO<sub>2</sub> to form a CeO<sub>2</sub>@NbC (CeO<sub>2</sub>-NbC-x (where x denotes the wt% of NbC)) catalyst is expected to exhibit high visible light photocatalytic activity, but no reports have been made yet. Therefore, it is of great significance to synthesize CeO<sub>2</sub>-NbC-x catalysts by special methods and study their photocatalytic activities.</p>
<p>In this paper, we propose the use of the molten salt method, polyacrylamide gel method and heat treatment technology to synthesize CeO<sub>2</sub>-NbC-x catalyst. A special heterojunction was confirmed to have formed between CeO<sub>2</sub> and NbC through various characterization methods. The visible light response capability of the CeO<sub>2</sub> was significantly improved after NbC was coupled with CeO<sub>2</sub>. Taking oxytetracycline hydrochloride (OTC-HCl) as the research object, the effects of different NbC contents, catalyst concentrations, pollutant concentrations and pH values on the photocatalytic activity of the CeO<sub>2</sub>-NbC-x catalyst were explored. Based on the experimental results, a reasonable photocatalytic mechanism of the CeO<sub>2</sub>-NbC-x catalyst was proposed.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2-1">
<label>2.1</label>
<title>Preparation of NbC</title>
<p>According to the chemical formula of the NbC, the precursors of Nb and C were weighed in equal molar ratios. Nb and NbCl<sub>5</sub> were used as the Nb sources, and acetylene black (C<sub>2</sub>H<sub>2</sub>) powder was used as the C source. The eutectic molten salt of the NaCl-KCl was used as the reaction medium, with a mass ratio of 7 : 1 to the aforementioned precursor. Thoroughly mix Nb, NbCl<sub>5</sub>, C<sub>2</sub>H<sub>2</sub> and NaCl-KCl and place them in a covered alumina crucible. Place the crucible in a tube furnace filled with argon gas and react at 900&#xa0;&#xb0;C for 2&#xa0;h. After cooling to room temperature, take it out to obtain the primary product. Wash the primary product several times with deionized water to obtain the washed product. The cleaned product is dried in a drying oven at 120&#xa0;&#xb0;C for 24&#xa0;h to obtain the final product (NbC). The corresponding preparation flowchart is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. According to the experimental description, the following reactions (<xref ref-type="disp-formula" rid="e1">Equations 1</xref>, <xref ref-type="disp-formula" rid="e2">2</xref>) can occur:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mtext>Nb</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mtext>Nb</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">V</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>5</mml:mn>
<mml:mtext>Nb</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>IV</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>in&#x2009;NaCl</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>KCl</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mtext>Nb</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>IV</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mtext>Nb</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">V</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>NbC</mml:mtext>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Preparation flowchart of the CeO<sub>2</sub>-NbC-x.</p>
</caption>
<graphic xlink:href="fchem-14-1778672-g001.tif">
<alt-text content-type="machine-generated">Two parallel flowcharts illustrate the preparation of NbC and CeO&#x2082;-NbC-x. The upper process starts with initial mixing of Nb, NbCl&#x2082;, and C&#x2082;H&#x2082; in NaCl-KCl, followed by sintering, cooling, cleaning, drying, and obtaining NbC. The lower process begins with mixing solutions of Ce&#x2082;(SO&#x2084;)&#x2083;, C&#x2086;H&#x2088;O&#x2087;, C&#x2082;H&#x2082;O&#x2084;, then chelating and polymerizing with additional reagents, forming a gel, drying to xerogel, sintering, cooling, and final CeO&#x2082;-NbC-x product. Each step is represented by labeled lab equipment and arrows indicating process flow.</alt-text>
</graphic>
</fig>
<p>In reaction <xref ref-type="disp-formula" rid="e2">Equation 2</xref>, since Nb(V) is generated on the right side, it will continue to react with the remaining Nb until it is exhausted. Therefore, the entire reaction process is equivalent to reaction <xref ref-type="disp-formula" rid="e3">Equation 3</xref>.<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mtext>Nb</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;NbC</mml:mtext>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>The main purpose of adding molten salt is that the reaction system can react with Nb to form NbCl<sub>5</sub> even in the absence of NbCl<sub>5</sub> (<xref ref-type="bibr" rid="B53">Yan et al., 2019</xref>). The specific reaction (<xref ref-type="disp-formula" rid="e4">Equation 4</xref>) are as follows:<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mtext>Nb</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>5</mml:mn>
<mml:msup>
<mml:mtext>Cl</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mtext>NbCl</mml:mtext>
<mml:mn>5</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-2">
<label>2.2</label>
<title>Preparation of CeO<sub>2</sub>
</title>
<p>The preparation of the CeO<sub>2</sub> was performed by the most classic polyacrylamide gel method (<xref ref-type="bibr" rid="B25">Hu et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Wang et al., 2021</xref>). There are two differences from the methods reported in the literature: First, the polymerization of acrylamide (C<sub>4</sub>H<sub>7</sub>NO<sub>2</sub>) and methylene diacrylamide (C<sub>7</sub>H<sub>10</sub>N<sub>2</sub>O<sub>2</sub>) needs to be initiated through temperature polymerization. Second, in some methods reported in the literature, the use of methylene diacrylamide is not required. Cerium sulfate (Ce<sub>2</sub>(SO<sub>4</sub>)<sub>3</sub>) was used as the Ce source, citric acid (C<sub>6</sub>H<sub>8</sub>O<sub>7</sub>) as the chelating agent, and glucose (C<sub>6</sub>H<sub>12</sub>O<sub>6</sub>) as the anti-gel collapse agent. After weighing them in the corresponding proportions, 6.0645&#xa0;g Ce<sub>2</sub>(SO<sub>4</sub>)<sub>3</sub>, and 4.7282&#xa0;g C<sub>6</sub>H<sub>8</sub>O<sub>7</sub> were successively added to 50&#xa0;mL of deionized water. Subsequently, 9.5958&#xa0;g acrylamide and 1.9192&#xa0;g methylene diacrylamide were added almost simultaneously. After the above reagents are completely dissolved, add ammonia water (NH<sub>3</sub>&#xb7;H<sub>2</sub>O) to adjust the pH value of the solution to 5. After adjusting the pH value, heat up to 100&#xa0;&#xb0;C until a jelly-like gel is obtained. The obtained gel was placed in a drying oven and dried at 120&#xa0;&#xb0;C for 48&#xa0;h to obtain black xerogel. The black xerogel was ground into fine powder and sintered at 900&#xa0;&#xb0;C in a tube furnace to obtain CeO<sub>2</sub> nanoparticles. The corresponding preparation process is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
</sec>
<sec id="s2-3">
<label>2.3</label>
<title>Preparation of CeO<sub>2</sub>-NbC-x</title>
<p>The NbC prepared in <xref ref-type="sec" rid="s2-1">Section 2.1</xref> and the CeO<sub>2</sub> prepared in <xref ref-type="sec" rid="s2-2">Section 2.2</xref> were weighed into the corresponding powders in mass ratios of 25&#xa0;wt% NbC, 50&#xa0;wt% NbC and 75&#xa0;wt% NbC, respectively, and then ground in a mortar for 2&#xa0;h. The obtained samples were marked in sequence as CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75. The mixture ground in a mortar is sintered at 200&#xa0;&#xb0;C for 5&#xa0;h to obtain CeO<sub>2</sub>-NbC-x. The preparation flowchart of CeO<sub>2</sub>-NbC-x as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
</sec>
<sec id="s2-4">
<label>2.4</label>
<title>Materials characterization</title>
<p>The phase structure of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75 and NbC was measured by a D8 ADVANCE X-ray powder diffractometer (XRD) with Cu K&#x3b1; radiation. The surface morphology of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75 and NbC were observed by a field emission scanning electron microscopy (SEM) and transmission electron microscopy (TEM). The optical properties of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75 and NbC were analyzed by a UV-2450 type UV-visible spectrophotometer.</p>
</sec>
<sec id="s2-5">
<label>2.5</label>
<title>Photocatalytic experiments</title>
<p>To explore the photocatalytic activity of the CeO<sub>2</sub>-NbC-x catalyst, OTC-HCl was used as the target pollutant to complete the corresponding photocatalytic experiment. Before the photocatalytic experiment was performed, to eliminate the influence of adsorption on photocatalysis, a half-hour adsorption experiment was conducted. During photocatalysis, a 300&#xa0;W xenon lamp is used as the light source to simulate sunlight. The experiment was carried out in a self-made reactor. The dosage of the catalyst is 0.5&#x2013;3&#xa0;g/L, the pollutant concentration is 25&#x2013;100&#xa0;mg/L, and the pH value is 1&#x2013;7. These parameters are adjusted according to the experimental requirements. The specific details are mainly described in the discussion section of the photocatalytic results. After the photocatalytic experiment began, samples were taken every 10&#xa0;min until the experiment was completed 60&#xa0;min later. Each time, 5&#xa0;mL was sampled. After sampling, the samples were first centrifuged and then the concentrations of contaminants before and after the reaction were measured using a 721 spectrophotometer, which were respectively recorded as C<sub>0</sub> and C<sub>t</sub>. The corresponding degradation percentage (D%) can be described by <xref ref-type="disp-formula" rid="e5">Equation 5</xref>.<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:mi mathvariant="normal">D</mml:mi>
<mml:mo>%</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
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</mml:mfenced>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>Where, C<sub>0</sub> and C<sub>t</sub> is the initial concentration and the concentration at time t of the OTC-HCl, respectively. To explore the contribution of free radicals in photocatalytic experiments, capture experiments were performed. The EDTA-2Na, IPA and BQ were used to capture the hole, hydroxyl radical and superoxide radical, respectively. The experimental process is similar to the photocatalytic experiment, except that 2&#xa0;mol/L of capture agent is added to the reaction solution.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<sec id="s3-1">
<label>3.1</label>
<title>XRD characterization</title>
<p>In this experiment, NbC, CeO<sub>2</sub>, and CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75 were prepared by the molten salt method, polyacrylamide gel method, and heat treatment technology, respectively. To determine the phase structure and purity of the synthesized target products, detailed analyses were conducted on them using an X-ray diffractometer (XRD). XRD patterns of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75 and NbC as shown in <xref ref-type="fig" rid="F2">Figure 2a</xref>. For CO100%, nine obvious diffraction peaks observed, respectively marked as (111), (200), (220), (311), (222), (400), (331), (420) and (422) crystal planes can be assigned to the cubic phase of CeO<sub>2</sub> with the standard JCPDF no. 89&#x2013;8,436 and space group of Fm-3&#xa0;m (225). Characteristic peaks without any impurities were observed. Similarly, six diffraction peaks were observed in the XRD pattern of NbC, corresponding to the (111), (200), (220), (311), (222), and (400) crystal planes of the cubic phase of NbC with the standard JCPDF no.89-3,690 and space group of Fm-3&#xa0;m (225). With the increase of NbC content, the intensity of the diffraction peak of CeO<sub>2</sub> in the CeO<sub>2</sub>-NbC-x sample weakens while the intensity of the diffraction peak of NbC increases. Compared with the diffraction peaks of CeO<sub>2</sub> and NbC, the positions of the diffraction peaks of CeO<sub>2</sub> and NbC in the CeO<sub>2</sub>-NbC-x sample have slightly shifted towards a lower angle (<xref ref-type="fig" rid="F2">Figure 2b</xref>), suggesting that a special interfacial contact has formed between CeO<sub>2</sub> and NbC. This conclusion requires further elemental mapping characterization for confirmation.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(a)</bold> XRD patterns and <bold>(b)</bold> enlarged patterns of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75 and NbC.</p>
</caption>
<graphic xlink:href="fchem-14-1778672-g002.tif">
<alt-text content-type="machine-generated">Two X-ray diffraction graphs comparing different samples: Panel (a) shows intensity versus 2&#x3B8; for NbC, CeO&#x2082;-NbC composites with varying ratios, and CeO&#x2082;, with labeled peaks for each phase. Panel (b) focuses on the 2&#x3B8; range from 25 to 32 degrees, highlighting detailed peak differences among the same samples.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-2">
<label>3.2</label>
<title>Surface morphology analysis</title>
<p>The microstructure, particle size distribution, elemental distribution, and elemental composition of the synthesized samples can be observed through scanning electron microscopy (SEM) and transmission electron microscopy (TEM).</p>
<p>
<xref ref-type="fig" rid="F3">Figure 3a</xref> shows the SEM image of the CeO<sub>2</sub>. The CeO<sub>2</sub> sample is mainly composed of some fine particles that are approximately spherical in shape, and a small amount of adhesion and agglomeration occurred between the particles. The particles are relatively uniform, with an average particle size of approximately 60&#xa0;nm (<xref ref-type="fig" rid="F3">Figure 3b</xref>). <xref ref-type="fig" rid="F3">Figure 3c</xref> shows the SEM image of the NbC. The NbC sample is mainly composed of some large and fine irregular particles, with the largest particle diameter reaching approximately 500&#xa0;nm. When 75% of NbC is coupled with CeO<sub>2</sub>, the fine particles slightly increase and adhere to the surface of the large particles as shown in <xref ref-type="fig" rid="F3">Figure 3d</xref>. The CeO<sub>2</sub> and NbC cannot be distinguished from SEM images, so further analysis through TEM characterization is required. There are mainly three reasons why CeO<sub>2</sub> and NbC cannot be clearly distinguished: First, the uneven distribution of components or agglomeration phenomena mask the morphology of other components. The second is visual neglect caused by contrast differences. Thirdly, the locality of the imaging area leads to some particles being unable to be observed.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>SEM characterization of the CeO<sub>2</sub>, NbC and CeO<sub>2</sub>-NbC-75. <bold>(a)</bold> SEM image and <bold>(b)</bold> Particle size distribution of the CeO<sub>2</sub>; SEM image of <bold>(c)</bold> NbC and <bold>(d)</bold> CeO<sub>2</sub>-NbC-75.</p>
</caption>
<graphic xlink:href="fchem-14-1778672-g003.tif">
<alt-text content-type="machine-generated">Panel (a) shows a scanning electron microscope image of nanoparticles densely packed together. Panel (b) displays a bar graph of particle size distribution with frequency peaking near sixty nanometers. Panel (c) presents a close-up electron microscope image of larger, clustered nanoparticles with defined edges. Panel (d) features a similar close-up electron microscopy view, showing groups of relatively large, granular nanoparticles.</alt-text>
</graphic>
</fig>
<p>
<xref ref-type="fig" rid="F4">Figure 4a</xref> shows the TEM image of the CeO<sub>2</sub>-NbC-75. The CeO<sub>2</sub>-NbC-75 sample is composed of large particles and fine particles with obvious agglomeration. The diameter of the largest particle exceeds 500&#xa0;nm, which is consistent with the results observed by SEM. Due to the obvious agglomeration of fine particles, the spherical outline is not very clear. <xref ref-type="fig" rid="F4">Figure 4b</xref> shows the HRTEM image of the CeO<sub>2</sub>-NbC-75. The lattice fringes between the particles are very clear. The particles with lattice spacings of 0.31 and 0.22&#xa0;nm are attributed to the (111) crystal plane of CeO<sub>2</sub> and the (200) crystal plane of the NbC, respectively. The results confirmed that CeO<sub>2</sub> and NbC were present in the CeO<sub>2</sub>-NbC-75 sample, and the particles formed interfacial contact in a special way. <xref ref-type="fig" rid="F4">Figures 4c&#x2013;g</xref> shows the BF-TEM and element mapping images of the CeO<sub>2</sub>-NbC-75. All elements are uniformly distributed on the parent body of the NbC, confirming the formation of a heterojunction between CeO<sub>2</sub> and NbC. To further analyze the purity of the CeO<sub>2</sub>-NbC-75 sample, <xref ref-type="fig" rid="F4">Figure 4h</xref> shows the corresponding EDS spectrum of the CeO<sub>2</sub>-NbC-75. The EDS spectrum contains elements such as C, O, Ce, Nb and Cu. Due to the use of copper mesh in the TEM test process, the sample contains Cu element, so there are no impurity elements in the sample.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>TEM and EDS characterization of CeO<sub>2</sub>-NbC-75. <bold>(a)</bold> TEM image; <bold>(b)</bold> HRTEM image; <bold>(c)</bold> BF-TEM image; Element mapping images of <bold>(d)</bold> Ce, <bold>(e)</bold> O, <bold>(f)</bold> Nb, and <bold>(g)</bold> C; <bold>(h)</bold> EDS spectrum.</p>
</caption>
<graphic xlink:href="fchem-14-1778672-g004.tif">
<alt-text content-type="machine-generated">Eight-panel scientific figure displays analyses of nanoparticles. (a) Transmission electron micrograph shows clusters of particles. (b) High-resolution image indicates lattice spacing for CeO2 and NbC. (c) Scanning transmission electron micrograph illustrates particle morphology. (d-g) Elemental mapping images present distributions of cerium, oxygen, niobium, and carbon. (h) Energy-dispersive X-ray spectroscopy spectrum shows peaks for C, O, Ce, Nb, and Cu, indicating elemental composition.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-3">
<label>3.3</label>
<title>Optical properties</title>
<p>Whether semiconductor materials have a high optical absorption coefficient can be used to determine their potential applications in the field of photocatalysis. To study the optical properties of the CeO<sub>2</sub>, NbC, and CeO<sub>2</sub>-NbC-x, they were characterized by an ultraviolet-visible spectrophotometer.</p>
<p>
<xref ref-type="fig" rid="F5">Figure 5a</xref> shows the diffuse reflection spectrum of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75, and NbC. For all samples, the reflectance drops sharply in the range of 190&#x2013;250&#xa0;nm, and increases with the increase in wavelength in the range of 250&#x2013;350&#xa0;nm. The difference is that after a wavelength of 350&#xa0;nm, the reflectance of the CeO<sub>2</sub> sample increases sharply in the range of 350&#x2013;450&#xa0;nm and slowly in the range of 460&#x2013;900&#xa0;nm. The reflectance of the CeO<sub>2</sub>-NbC-25 and NbC samples increased sharply in the range of 350&#x2013;420&#xa0;nm, slightly decreased in the range of 420&#x2013;800&#xa0;nm, and increased sharply after exceeding 800&#xa0;nm. Excluding the influence of the test steps, the reflectance of the CeO<sub>2</sub>-NbC-50 and CeO<sub>2</sub>-NbC-75 samples remained almost constant in the 350&#x2013;800&#xa0;nm range and it increased sharply after 800&#xa0;nm. It is worth noting that after a wavelength of 350&#xa0;nm, the CeO<sub>2</sub> sample has the highest reflectance, while the reflectance of the CeO<sub>2</sub>-NbC-25 and NbC samples is similar. The reflectance of the CeO<sub>2</sub>-NbC-50 and CeO<sub>2</sub>-NbC-75 samples is also similar. Within the wavelength range of 500&#x2013;800&#xa0;nm, the reflectance of the CeO<sub>2</sub>-NbC-50 sample is the smallest. The reflectance of CeO<sub>2</sub> and NbC is greater than that of the CeO<sub>2</sub>-NbC-50 and CeO<sub>2</sub>-NbC-75, indicating that the reflectance of the CeO<sub>2</sub>-NbC-x after the coupling of CeO<sub>2</sub> and NbC is not a simple mechanical superposition of the two.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Optical characterization of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75 and NbC. <bold>(a)</bold> Diffuse reflection spectrum; <bold>(b)</bold> Absorption spectrum; <bold>(c)</bold> E.g., value of CeO<sub>2</sub>; <bold>(d)</bold> E.g., value of NbC. The curve relationship of <bold>(e)</bold> (&#x3b1;h&#x3bd;)<sup>2</sup> &#x223c; h&#x3bd; and <bold>(f)</bold> (&#x3b1;h&#x3bd;)<sup>1/2</sup> &#x223c; h&#x3bd; for the CeO<sub>2</sub>-NbC-x catalysts.</p>
</caption>
<graphic xlink:href="fchem-14-1778672-g005.tif">
<alt-text content-type="machine-generated">Figure containing six labeled graphs: (a) reflectance spectra and (b) absorbance spectra for CeO2, NbC, and CeO2-NbC composites, each legend indicated by color. (c) and (e) display Tauc plots for determining optical band gaps for CeO2 and CeO2-NbC composites, showing values 3.09 electronvolt and 2.82 electronvolt. (d) and (f) show Tauc plots for NbC and CeO2-NbC composites, each showing a band gap of 1.38 electronvolt.</alt-text>
</graphic>
</fig>
<p>Based on Kubelka-Munk (K-M) <xref ref-type="disp-formula" rid="e6">Equation 6</xref> (<xref ref-type="bibr" rid="B41">Singh et al., 2026</xref>) and the diffuse reflection spectrum of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75, and NbC, the absorption spectra of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75, and NbC obtained, as shown in <xref ref-type="fig" rid="F5">Figure 5b</xref>.<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:msup>
<mml:mrow>
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<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>Where, R, &#x3b1; and S is the reflectivity, the absorption coefficient and the scattering coefficient of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75, and NbC, respectively. The absorption coefficients and reflectance of all samples show an opposite trend. The CeO<sub>2</sub> sample has a high ultraviolet optical absorption coefficient, and the NbC sample has a high optical absorption coefficient in both the ultraviolet and visible light wavelength ranges. In the range of 200&#x2013;350&#xa0;nm, the absorption coefficient of the CeO<sub>2</sub>-NbC-x decreases with the increase of NbC content. In the range of 350&#x2013;900&#xa0;nm, the absorption coefficient of the CeO<sub>2</sub>-NbC-x does not show a significant linear correlation. The absorption band at 200&#x2013;350&#xa0;nm can be assigned to the Ce-O centers in CeO<sub>2</sub> (<xref ref-type="bibr" rid="B58">Zheng et al., 2021</xref>). Similar characteristic absorption peaks were also observed in NbC, mainly due to the possible presence of a small amount of C in the sample (<xref ref-type="bibr" rid="B19">Gupta and Pandey, 2019</xref>). The absorption observed at 350&#x2013;900&#xa0;nm can be associated with the presence of disordered Nb-C centers in NbC (<xref ref-type="bibr" rid="B20">Gupta et al., 2018</xref>). Absorption spectrum analysis indicates that the CeO<sub>2</sub>-NbC-x has a high ultraviolet-visible optical absorption coefficient, revealing that it can respond to ultraviolet-visible light.</p>
<p>According to the Tauc relationship (<xref ref-type="disp-formula" rid="e7">Equation 7</xref>) (<xref ref-type="bibr" rid="B16">Escobedo-Morales et al., 2026</xref>), the absorption spectra of the CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75, and NbC can be converted into a curve relationship of (&#x3b1;h&#x3bd;)<sup>2</sup> &#x223c; h&#x3bd; or (&#x3b1;h&#x3bd;)<sup>1/2</sup> &#x223c; h&#x3bd;, as shown in <xref ref-type="fig" rid="F5">Figures 5c,d</xref>.<disp-formula id="e7">
<mml:math id="m7">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>h</mml:mi>
<mml:mi>&#x3bd;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>h</mml:mi>
<mml:mi>&#x3bd;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>g</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
</p>
<p>Where, h is the Planck constant, &#x3bd; is the frequency, E.g., is the optical band gap value, and A is a constant. n &#x3d; 2 and 1/2 is a direct bandgap semiconductor and an indirect bandgap semiconductor, respectively. The CeO<sub>2</sub> and NbC is a direct bandgap semiconductor (<xref ref-type="bibr" rid="B26">Isik et al., 2023</xref>) and an indirect bandgap semiconductor (<xref ref-type="bibr" rid="B44">Sivasankeerthana et al., 2024</xref>), respectively. <xref ref-type="fig" rid="F5">Figure 5c</xref> shows the, E.g., value of the CeO<sub>2</sub>. The intersection point value of the slope at the steepest part of the (&#x3b1;h&#x3bd;)<sup>2</sup> &#x223c; h&#x3bd; curve and the abscissa is the, E.g., value. According to the calculation, the, E.g., value of the CeO<sub>2</sub> is approximately 3.09&#xa0;eV. The, E.g., value of the NbC as shown in <xref ref-type="fig" rid="F5">Figure 5d</xref>. The, E.g., value of the NbC is 1.38&#xa0;eV, slightly lower than the results reported in the literature (<xref ref-type="bibr" rid="B22">Gurung, 2012</xref>). When CeO<sub>2</sub> and NbC are coupled, the, E.g., value of the host lattice does not change. When the NbC content is low, the, E.g., value of the CeO<sub>2</sub>-NbC-25 catalyst is 3.09&#xa0;eV, as shown in <xref ref-type="fig" rid="F5">Figure 5e</xref>. When the NbC content exceeds 25%, the, E.g., value of the CeO<sub>2</sub>-NbC-x catalyst is 1.38&#xa0;eV, as shown in <xref ref-type="fig" rid="F5">Figure 5f</xref>.</p>
</sec>
<sec id="s3-4">
<label>3.4</label>
<title>Photocatalytic activity</title>
<sec id="s3-4-1">
<label>3.4.1</label>
<title>The influence of different catalysts on photocatalytic activity</title>
<p>Taking OTC-HCl as the target pollutant, the photocatalytic activity of different catalysts for the degradation of OTC-HCl was explored. <xref ref-type="fig" rid="F6">Figure 6a</xref> shows the photocatalytic degradation curve of different catalysts. Before the photocatalytic experiment, a half-hour adsorption experiment was carried out. The results showed that these catalysts were difficult to adsorb OTC-HCl, and the maximum adsorption percentage did not exceed 10%. In this experiment, a blank experiment was also conducted. Without the participation of a catalyst, it was simulated that sunlight was difficult to degrade OTC-HCl. After 60&#xa0;min of light exposure, the degradation percentage was only about 17%. Adsorption experiments and blank experiments confirmed that the OTC-HCl is difficult to degrade naturally under environmental conditions. When all the catalysts were exposed to simulated sunlight, the degradation rate increased with the increase in exposure time. The degradation rates of the CeO<sub>2</sub> and NbC catalysts are relatively low, both not exceeding 60%. The CeO<sub>2</sub>-NbC-x catalyst demonstrated a higher degradation rate than the CeO<sub>2</sub> and NbC catalysts, and the CeO<sub>2</sub>-NbC-75 catalyst showed the best photocatalytic degradation activity.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>The photocatalytic activity of different catalysts. <bold>(a)</bold> Photocatalytic degradation curve; <bold>(b)</bold> First-order dynamic curve; <bold>(c)</bold> First-order kinetic constants; <bold>(d)</bold> Degradation percentage.</p>
</caption>
<graphic xlink:href="fchem-14-1778672-g006.tif">
<alt-text content-type="machine-generated">Four-panel scientific figure showing: (a) A line graph comparing adsorption and irradiation effects on C over C0 versus time for six samples; (b) A line graph depicting ln(C over C0) versus time for the same samples; (c) A bar graph of k values for each sample; (d) A bar graph of degradation percentage with values labeled for each sample.</alt-text>
</graphic>
</fig>
<p>To visually reflect the photocatalytic activity of different catalysts, a first-order kinetic curve was introduced to calculate the logarithm of the degradation rate curve (<xref ref-type="disp-formula" rid="e8">Equation 8</xref>) (<xref ref-type="bibr" rid="B23">Hassan et al., 2026</xref>).<disp-formula id="e8">
<mml:math id="m8">
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>kt</mml:mtext>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<p>Where, C<sub>0</sub> and C<sub>t</sub> is the initial concentration and the concentration at time t of the OTC-HCl, respectively. The k is the first-order kinetic constant. <xref ref-type="fig" rid="F6">Figure 6b</xref> shows the first-order dynamic curve of different catalysts. There is a high linear correlation between ln(C<sub>t</sub>/C<sub>0</sub>) and t. The first-order kinetic constants of different catalysts are shown in <xref ref-type="fig" rid="F6">Figure 6c</xref>. The k values of the blank experiment, CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75 and NbC are 0.00225, 0.01238, 0.01986, 0.02338, 0.06560 and 0.00923&#xa0;min<sup>-1</sup>, respectively. The degradation rate of the CeO<sub>2</sub>-NbC-75 catalyst was 29.16 times that of the blank experiment, 5.30 times that of the CeO<sub>2</sub> catalyst, and 7.11 times that of the NbC catalyst. The results confirmed that the CeO<sub>2</sub>-NbC-75 catalyst had the best photocatalytic efficiency, and all subsequent photocatalytic experiments were based on this catalyst. The degradation percentage of different catalysts is shown in <xref ref-type="fig" rid="F6">Figure 6d</xref>. The degradation percentages of the blank experiment, CeO<sub>2</sub>, CeO<sub>2</sub>-NbC-25, CeO<sub>2</sub>-NbC-50, CeO<sub>2</sub>-NbC-75, and NbC are 17%, 59%, 75%, 81%, 99%, and 49%, respectively. The results further confirmed that the CeO<sub>2</sub>-NbC-75 catalyst had the best photocatalytic efficiency for the degradation of OTC-HCl.</p>
</sec>
<sec id="s3-4-2">
<label>3.4.2</label>
<title>The influence of different reaction conditions on photocatalytic activity</title>
<p>Different reaction conditions can have a huge impact on the photocatalytic activity of the catalyst. To study the influence of these conditions on the photocatalytic activity of the catalyst, the catalyst concentration, the drug concentration and the pH value of the reaction solution were selected as conditions for detailed exploration. <xref ref-type="fig" rid="F7">Figure 7a</xref> shows the influence of catalyst concentration on the photocatalytic activity of the CeO<sub>2</sub>-NbC-75 catalyst. The catalyst concentration was carried out from 0.5&#xa0;g/L to 3&#xa0;g/L, and a photocatalytic experiment was conducted for each increase of 0.5&#xa0;g/L. During the photocatalytic experiment, except for the change in catalyst concentration, the other experimental processes remain consistent. With the increase of catalyst concentration, the degradation percentage of the CeO<sub>2</sub>-NbC-75 catalyst first increases and then decreases. When the catalyst concentration is low, the degradation percentage of the CeO<sub>2</sub>-NbC-75 catalyst increases with the increase of catalyst concentration. If the catalyst concentration is too low, it will cause excessive pollutants to adhere to the surface of the catalyst, resulting in insufficient active sites of the catalyst and its inability to degrade pollutants (<xref ref-type="bibr" rid="B37">Nejat and Zandi, 2025</xref>). When the content of the catalyst continuously increases, the active sites of the catalyst are effectively utilized, resulting in an increase in its degradation percentage. When the catalyst concentration was 2&#xa0;g/L, the degradation percentage of the CeO<sub>2</sub>-NbC-75 catalyst reached 99%. When the catalyst concentration exceeds 2&#xa0;g/L, the degradation percentage of the CeO<sub>2</sub>-NbC-75 catalyst drops significantly, mainly due to the excessive amount of catalyst causing the excess photons to not be effectively utilized (<xref ref-type="bibr" rid="B40">Rhaya et al., 2025</xref>). Through the research of photocatalytic experiments with different catalyst concentrations, it was found that the optimal catalyst concentration for the degradation of OTC-HCl by the CeO<sub>2</sub>-NbC-75 catalyst is 2&#xa0;g/L.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The influence of different reaction conditions on the photocatalytic activity of the CeO<sub>2</sub>-NbC-75 catalyst. <bold>(a)</bold> Catalyst concentration; <bold>(b)</bold> Drug concentration; <bold>(c)</bold> pH value; <bold>(d)</bold> Point of zero charge (PZC).</p>
</caption>
<graphic xlink:href="fchem-14-1778672-g007.tif">
<alt-text content-type="machine-generated">Four-panel figure presenting experimental data: (a) bar graph showing degradation percentage versus catalyst concentration where the highest degradation is 99 percent at two grams per liter; (b) bar graph displaying degradation percentage versus drug concentration with peak degradation of 99 percent at seventy-five milligrams per liter; (c) bar graph indicating degradation percentage versus pH with the maximum degradation at pH five; (d) scatter plot showing final versus initial pH values, with a red arrow indicating five point four pH.</alt-text>
</graphic>
</fig>
<p>The drug concentration is also an important factor affecting the photocatalytic activity of the catalyst. <xref ref-type="fig" rid="F7">Figure 7b</xref> shows the influence of different drug concentrations on the photocatalytic activity of the CeO<sub>2</sub>-NbC-75 catalyst. Similar to the influence law of catalyst concentration on the photocatalytic activity of the catalyst, as the concentration of the drug increases, the degradation percentage of the CeO<sub>2</sub>-NbC-75 catalyst first increases and then decreases. When the concentration of the drug is too low, the effective active sites of the catalyst cannot be effectively utilized, causing its photocatalytic activity to increase with the increase of the drug concentration (<xref ref-type="bibr" rid="B48">Tang et al., 2025</xref>). When the concentration of the drug is too high, the excess drug adsorbs on the surface of the catalyst, prolonging the path length for photons to penetrate the reaction solution and reach the surface of the photocatalyst, thereby degrading its photocatalytic activity (<xref ref-type="bibr" rid="B60">Zong et al., 2025</xref>). Therefore, the optimal drug concentration for the degradation of OTC-HCl by the CeO<sub>2</sub>-NbC-75 catalyst is 75&#xa0;mg/L.</p>
<p>Similarly, the pH value of the reaction solution is also one of the important parameters that affect the photocatalytic activity of the catalyst. <xref ref-type="fig" rid="F7">Figure 7c</xref> shows the influence of different pH values on the photocatalytic activity of the CeO<sub>2</sub>-NbC-75 catalyst. In an acidic environment, the CeO<sub>2</sub>-NbC-75 catalyst exhibits high photocatalytic activity. Especially when pH &#x3d; 5, the degradation percentage of the CeO<sub>2</sub>-NbC-75 catalyst reached 99%. When the pH value is neutral, the degradation percentage of the CeO<sub>2</sub>-NbC-75 catalyst drops sharply to only 62%. The possibility of this situation occurring is related to the point of zero charge (PZC) of the catalyst. The PZC value of the CeO<sub>2</sub>-NbC-75 catalyst as shown in <xref ref-type="fig" rid="F6">Figure 6d</xref>. The PZC value of the CeO<sub>2</sub>-NbC-75 catalyst is 5.4. <xref ref-type="bibr" rid="B6">&#x10c;erovi&#x107; et al. (2007)</xref> reported that the PZC value of NbC was 3.6, while <xref ref-type="bibr" rid="B12">De Faria and Trasatti. (1994)</xref> reported that the PZC value of CeO<sub>2</sub> was 8.1. The PZC value of the CeO<sub>2</sub>-NbC-75 catalyst is between NbC and CeO<sub>2</sub>, which indicates that the testing method used in this experiment is feasible. According to <xref ref-type="disp-formula" rid="e9">Equations 9</xref>, <xref ref-type="disp-formula" rid="e10">10</xref>, the surface of the CeO<sub>2</sub>-NbC-75 catalyst becomes positively charged at pH &#x3c; 5.4 and negatively charged at pH &#x3e; 5.4.<disp-formula id="e9">
<mml:math id="m9">
<mml:mrow>
<mml:mtext>pH&#x2009;</mml:mtext>
<mml:mo>&#x3c;</mml:mo>
<mml:mtext>&#x2009;PZC</mml:mtext>
<mml:mo>:</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>Ce</mml:mtext>
<mml:mo>,</mml:mo>
<mml:mtext>Nb</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>OH</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x21d4;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>Ce</mml:mtext>
<mml:mo>,</mml:mo>
<mml:mtext>Nb</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msubsup>
<mml:mtext>OH</mml:mtext>
<mml:mn>2</mml:mn>
<mml:mo>&#x2b;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
<disp-formula id="e10">
<mml:math id="m10">
<mml:mrow>
<mml:mtext>pH&#x2009;</mml:mtext>
<mml:mo>&#x3e;</mml:mo>
<mml:mtext>PZC</mml:mtext>
<mml:mo>:</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>Ce</mml:mtext>
<mml:mo>,</mml:mo>
<mml:mtext>Nb</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>OH</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mtext>OH</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x21d4;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>Ce</mml:mtext>
<mml:mo>,</mml:mo>
<mml:mtext>Nb</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>From the perspective of photocatalytic experiments, the CeO<sub>2</sub>-NbC-75 catalyst prefers to degrade OTC-HCl in an acidic environment. When the pH value of the reaction solution is less than 5.4, the surface charge of the CeO<sub>2</sub>-NbC-75 catalyst is positive, and it is prone to react with oxytetracycline hydrochloride. The results confirmed that the optimal pH value for the degradation of OTC-HCl by the CeO<sub>2</sub>-NbC-75 catalyst was 5.</p>
</sec>
<sec id="s3-4-3">
<label>3.4.3</label>
<title>Cyclic and capture experiments</title>
<p>Whether a catalyst can be recycled is an important indicator for evaluating whether it can be industrially applied. Therefore, cyclic stability experiments need to be conducted to confirm that the CeO<sub>2</sub>-NbC-75 catalyst has high cyclic stability. <xref ref-type="fig" rid="F8">Figure 8a</xref> shows the cyclic experiments of the CeO<sub>2</sub>-NbC-75 catalyst. Before the cyclic stability experiment is carried out, the reaction solution from the previous experiment needs to be centrifuged, the catalyst filtered out, and the catalyst dried and sintered at low temperature to remove the surface-adsorbed pollutant molecules. Then, the next photocatalytic experiment can be conducted. After five cycles of experiments, the degradation rate of the CeO<sub>2</sub>-NbC-75 catalyst only slightly decreased. The main reasons for the decline include two: First, the loss of the catalyst during the experiment led to a decrease in catalytic activity. Secondly, after numerous repeated experiments, the partial deactivation of the surface active sites of the catalyst can also lead to a decline in catalytic activity. In conclusion, after multiple cycles of use, it has been confirmed that the CeO<sub>2</sub>-NbC-75 catalyst has high cycling stability.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>
<bold>(a)</bold> Cyclic and <bold>(b)</bold> capture experiments of the CeO<sub>2</sub>-NbC-75 catalyst.</p>
</caption>
<graphic xlink:href="fchem-14-1778672-g008.tif">
<alt-text content-type="machine-generated">Panel (a) displays a line graph with five distinct degradation cycles represented by different colored markers, plotting normalized concentration versus time in minutes. Panel (b) presents a bar chart comparing degradation percentages for four conditions: no scavengers, oxalic acid, IPA, and BQ, with values of ninety-nine, twenty-one, fifteen, and thirteen percent respectively.</alt-text>
</graphic>
</fig>
<p>The CeO<sub>2</sub>-NbC-75 catalyst exhibits high photocatalytic activity, and it is speculated that active species such as holes, hydroxyl radicals, and superoxide radicals play significant roles in the photocatalytic process. An effective way to verify whether active species play an important role in the photocatalytic process is to conduct capture experiments. Oxalic acid, isopropanol (IPA), and benzoquinone (BQ) were used as the scavengers for capturing holes, hydroxyl radicals and superoxide radicals, respectively. <xref ref-type="fig" rid="F8">Figure 8b</xref> shows the capture experiments of the CeO<sub>2</sub>-NbC-75 catalyst. When oxalic acid, IPA, and BQ were added, the photocatalytic activity of the CeO<sub>2</sub>-NbC-75 catalyst was greatly inhibited, and the maximum degradation percentage was only 21%. The results show that the holes, hydroxyl radicals, and superoxide radicals are the main active species for the degradation of OTC-HCl by the CeO<sub>2</sub>-NbC-75 catalyst.</p>
</sec>
</sec>
<sec id="s3-5">
<label>3.5</label>
<title>Photocatalytic mechanism</title>
<p>Photocatalytic experiments have confirmed that the CeO<sub>2</sub>-NbC-x catalyst has high photocatalytic activity for the degradation of OTC-HCl. XRD and elemental mapping characterations confirmed the formation of a special interfacial contact between CeO<sub>2</sub> and NbC. The capture experiment confirmed that the holes, hydroxyl radicals and superoxide radicals are the main active species for the degradation of OTC-HCl by the CeO<sub>2</sub>-NbC-x catalyst. According to reference (<xref ref-type="bibr" rid="B5">Bindumadhavan et al., 2013</xref>), heterojunctions constructed by grinding and low-temperature sintering are prone to introducing defects, which contribute to enhancing the photocatalytic activity of the system. In this experiment, the formation of a CeO<sub>2</sub>-NBC-X heterojunction by grinding CeO<sub>2</sub> and NbC helps to construct a special defect structure, which can promote the photocatalytic degradation of OTC-HCl by the CeO<sub>2</sub>-NBC-X catalyst. Therefore, the photocatalytic mechanism of the CeO<sub>2</sub>-NbC-x catalyst needs to be further plotted in combination with the band arrangement theory. The conduction band potential (E<sub>CB</sub>) and valence band potential (E<sub>VB</sub>) of CeO<sub>2</sub> and NbC catalysts were calculated through <xref ref-type="disp-formula" rid="e11">Formulas 11,12</xref>, <xref ref-type="disp-formula" rid="e12"/> (<xref ref-type="bibr" rid="B2">Anjitha et al., 2026</xref>).<disp-formula id="e11">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mtext>CB</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>X</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.5</mml:mn>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
<disp-formula id="e12">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mtext>VB</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mtext>CB</mml:mtext>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
</p>
<p>Where, X is the absolute electronegativity of CeO<sub>2</sub> and NbC catalysts. E<sup>e</sup> &#x3d; 4.5&#xa0;eV. The X of the CeO<sub>2</sub> and NbC catalysts can be calculated through <xref ref-type="disp-formula" rid="e13">Formulas 13,14</xref>
<xref ref-type="disp-formula" rid="e14"/>
<disp-formula id="e13">
<mml:math id="m13">
<mml:mrow>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>Ce</mml:mtext>
<mml:msub>
<mml:mi>O</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mroot>
<mml:mrow>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2217;</mml:mo>
<mml:msup>
<mml:mi>X</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>O</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:mroot>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>
</p>
<p>Where, X(Ce) &#x3d; 2.19&#xa0;eV, and X(O) &#x3d; 7.54&#xa0;eV.<disp-formula id="e14">
<mml:math id="m14">
<mml:mrow>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext>Nb</mml:mtext>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mroot>
<mml:mrow>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mi>b</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2217;</mml:mo>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mroot>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>
</p>
<p>Where, X(C) &#x3d; 6.27&#xa0;eV, and X(Nb) &#x3d; 4.0&#xa0;eV. The X of the CeO<sub>2</sub> and NbC catalysts is 4.99 and 5.01&#xa0;V, respectively. According to the calculation, the conduction band potentials of CeO<sub>2</sub> and NbC are &#x2212;1.055 and &#x2212;0.180&#xa0;V, respectively. The valence band potentials of CeO<sub>2</sub> and NbC are 2.035 and 1.200&#xa0;V, respectively. It can be known from the calculation results that after CeO<sub>2</sub> and NbC couple to form the CeO<sub>2</sub>-NbC-x catalyst, they follow the type I band arrangement. Type I band arrangement helps the recombination of charge carriers, thereby reducing the catalytic activity of CeO<sub>2</sub>-NbC-x catalysts. However, due to the fact that the interface between CeO<sub>2</sub> and NbC is prone to form an energy barrier (<xref ref-type="bibr" rid="B59">Zhu et al., 2024</xref>), it is difficult for electrons to relax from the conduction band of CeO<sub>2</sub> to that of NbC. Instead, they react with the dissolved oxygen in the reaction solution at the conduction band of CeO<sub>2</sub> to generate superoxide radicals. The valence band holes of CeO<sub>2</sub> are prone to transition to the valence band of NbC, but the valence band potential of NbC is only 1.200&#xa0;V, which is not sufficient for it to react with H<sub>2</sub>O/OH<sup>&#x2212;</sup> to form hydroxyl radicals. From this perspective, it is contradictory to the results obtained from the capture experiment. Therefore, it is inappropriate to explain the photocatalytic mechanism of CeO<sub>2</sub>-NbC-x catalysts through type I band arrangement theory. To further explore the charge carrier transfer and separation efficiency of each catalyst, photoluminescence experiments were performed as shown in <xref ref-type="fig" rid="F9">Figure 9a</xref>. Under the light excitation of 300&#xa0;nm, CeO<sub>2</sub> can observe two fluorescence emission peaks at 410 and 455&#xa0;nm. The former is attributed to the transition of electrons between 4f<sup>0</sup> and 4f<sup>1</sup>, while the latter is attributed to the electronic relaxation of F<sup>0&#x2a;</sup> excited State to F<sup>0</sup> state (<xref ref-type="bibr" rid="B50">Wang et al., 2021</xref>). For NbC, only one peak at 455&#xa0;nm can be observed due to the defect. For CeO<sub>2</sub>-NbC-x catalyst, the fluorescence emission peak is almost quenched. The results show that the CeO<sub>2</sub>-NbC-x catalyst has a high charge carrier transfer and separation efficiency, which is beneficial for the photocatalytic degradation of pollutants. In addition, after CeO<sub>2</sub> and NbC form the CeO<sub>2</sub>-NBC-X catalyst, a special interface defect is formed at their interface. This interface defect is conducive to the directional transfer and separation of charge carriers. According to the literature (<xref ref-type="bibr" rid="B39">Rahim and Rodriguez, 2013</xref>; <xref ref-type="bibr" rid="B57">Zhang et al., 2025</xref>), NbC possesses metallic properties, which will enable it to serve as a carrier for charge carrier transport when combined with CeO<sub>2</sub>, promoting charge transfer and separation within CeO<sub>2</sub> as shown in <xref ref-type="fig" rid="F9">Figure 9b</xref>. The photoluminescence experiment confirmed that this hypothesis was reasonable. When simulated sunlight is shone on the surface of the CeO<sub>2</sub>-NbC-x catalyst, the electrons in the CeO<sub>2</sub> valence band will be excited and accelerate their transition to the conduction band of the CeO<sub>2</sub> under the action of NbC, promoting the separation of electrons and holes in CeO<sub>2</sub>. Because the conduction band potential of CeO<sub>2</sub> is lower than &#x2212;0.13&#xa0;V and the valence band potential is greater than 1.89&#xa0;V, the conduction band electrons are prone to react with oxygen in the solution to form superoxide radicals, and the valence band holes will react with H<sub>2</sub>O/OH<sup>&#x2212;</sup> to form hydroxyl radicals. Both the generated superoxide radicals and hydroxyl radicals will undergo degradation reactions with OTC-HCl, generating non-toxic small molecules. In addition, the valence band holes will also directly react with OTC-HCl to form non-toxic small molecules. The specific chemical reactions (<xref ref-type="disp-formula" rid="e15">Equations 15</xref>&#x2013;<xref ref-type="disp-formula" rid="e20">20</xref>) are as follows:<disp-formula id="e15">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mtext>CeO</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>NbC</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>h</mml:mi>
<mml:mi>&#x3bd;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mtext>CeO</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>NbC</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>e</mml:mi>
<mml:mtext>CB</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>h</mml:mi>
<mml:mtext>VB</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(15)</label>
</disp-formula>
<disp-formula id="e16">
<mml:math id="m16">
<mml:mrow>
<mml:msubsup>
<mml:mi>e</mml:mi>
<mml:mtext>CB</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2192;</mml:mo>
<mml:mo>&#xb7;</mml:mo>
<mml:msubsup>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(16)</label>
</disp-formula>
<disp-formula id="e17">
<mml:math id="m17">
<mml:mrow>
<mml:msubsup>
<mml:mi>h</mml:mi>
<mml:mtext>VB</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mtext>OH</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#xb7;</mml:mo>
<mml:mtext>OH</mml:mtext>
</mml:mrow>
</mml:math>
<label>(17)</label>
</disp-formula>
<disp-formula id="e18">
<mml:math id="m18">
<mml:mrow>
<mml:mo>&#xb7;</mml:mo>
<mml:mtext>OH</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>drug&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;Non</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>toxic&#x2009;small&#x2009;molecules</mml:mtext>
</mml:mrow>
</mml:math>
<label>(18)</label>
</disp-formula>
<disp-formula id="e19">
<mml:math id="m19">
<mml:mrow>
<mml:mo>&#xb7;</mml:mo>
<mml:msubsup>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>drug&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;Non</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>toxic&#x2009;small&#x2009;molecules</mml:mtext>
</mml:mrow>
</mml:math>
<label>(19)</label>
</disp-formula>
<disp-formula id="e20">
<mml:math id="m20">
<mml:mrow>
<mml:msubsup>
<mml:mi>h</mml:mi>
<mml:mtext>VB</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>drug&#x2009;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>&#x2009;Non</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>toxic&#x2009;small&#x2009;molecules</mml:mtext>
</mml:mrow>
</mml:math>
<label>(20)</label>
</disp-formula>
</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>
<bold>(a)</bold> Photoluminescence spectra of CeO<sub>2</sub>, NbC and CeO<sub>2</sub>-NbC-75. <bold>(b)</bold> Photocatalytic mechanism of CeO<sub>2</sub>-NbC-75.</p>
</caption>
<graphic xlink:href="fchem-14-1778672-g009.tif">
<alt-text content-type="machine-generated">Panel (a) presents a line graph showing photoluminescence intensity versus wavelength for CeO2 (black), NbC (red), and CeO2-NbC-75 (green) under 300 nm excitation, with CeO2 exhibiting a peak at 455 nm and a minor peak at 415 nm. Panel (b) features an illustration of a photocatalytic mechanism under simulated sunlight, showing CeO2 and NbC band diagrams with charge transfer, redox reactions, and labeled valence and conduction bands.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<p>In this study, a heterojunction was designed based on wide bandgap semiconductors by coupling semiconductor materials with metallic properties to enhance the visible light response capability of wide bandgap semiconductors. NbC has an optical bandgap value of 1.38&#xa0;eV, but it also possesses metallic properties, which enable it to form a heterojunction with a type I band arrangement structure during the coupling process with CeO<sub>2</sub>, while also acting as a metal to accelerate the transport of electrons and holes in CeO<sub>2</sub>. Such a special structure facilitates the transfer and separation of electron-hole pairs, thereby enhancing the photocatalytic activity of wide bandgap semiconductor materials. This idea has broadened the boundaries for the application of new wide bandgap semiconductor materials in the field of photocatalysis. This experiment only used OTC-HCl as the target pollutant for degradation experiments. Subsequent experiments can also explore the application of similar catalysts in the degradation of dyes, other drugs and refractory pollutants.</p>
<p>During the photocatalytic experiment, each researcher adopted different experimental conditions to carry out the photocatalytic experiment. It is extremely difficult to truly compare the photocatalytic degradation efficiency of different catalysts and under different reaction conditions. This brings considerable difficulty to judging the photocatalytic activity and the speed of degradation of the synthesized photocatalyst. This difficult problem can be effectively solved by introducing the concept of specific activity (SA) (<xref ref-type="disp-formula" rid="e21">Equation 21</xref>).<disp-formula id="e21">
<mml:math id="m21">
<mml:mrow>
<mml:mtext>SA</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mtext>Drug</mml:mtext>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:mi mathvariant="normal">D</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>/</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mtext>Catalyst</mml:mtext>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(21)</label>
</disp-formula>
</p>
<p>Where, C<sub>Drug</sub> represents the concentration of the drug, D represents the percentage of degradation, C<sub>Catalyst</sub> represents the content of the catalyst, and t represents the reaction time. <xref ref-type="table" rid="T1">Table 1</xref> given the comparisons of OTC-HCl degraded by different photocatalysts (<xref ref-type="bibr" rid="B11">Dai et al., 2019</xref>; <xref ref-type="bibr" rid="B17">Feng et al., 2025</xref>; <xref ref-type="bibr" rid="B24">Hong et al., 2019</xref>; <xref ref-type="bibr" rid="B32">Mahmoudi et al., 2024</xref>; <xref ref-type="bibr" rid="B33">Majumdar et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Ouyang et al., 2021</xref>; <xref ref-type="bibr" rid="B49">Vaizo&#x11f;ullar, 2019</xref>; <xref ref-type="bibr" rid="B52">Xu et al., 2020</xref>). By calculating the SA values of different catalysts, it was found that the photocatalyst prepared in this experiment has a relatively large SA value. Although the BP/Bi<sub>2</sub>MoO<sub>6</sub> photocatalyst prepared by <xref ref-type="bibr" rid="B17">Feng et al. (2025)</xref> had the highest SA value, H<sub>2</sub>O<sub>2</sub> was added during the photocatalytic reaction process, which does not represent the true degradation efficiency of the BP/Bi<sub>2</sub>MoO<sub>6</sub> photocatalyst for OTC-HCl. From this perspective, the CeO<sub>2</sub>-NC-75 photocatalyst obtained in this experiment demonstrated the best degradation efficiency in the degradation of OTC-HCl.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Comparisons of OTC-HCl degraded by different photocatalysts.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Photocatalysts</th>
<th align="center">Light source</th>
<th align="center">
<italic>Catalyst content</italic> (g/L)</th>
<th align="center">
<italic>Drug concentration</italic> (mmol/L)</th>
<th align="center">t (h)</th>
<th align="center">D (%)</th>
<th align="center">Specific activity (mmol g/h)</th>
<th align="center">Ref.</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Ag/AgCl/BiVO<sub>4</sub>
</td>
<td align="center">Xenon lamp (1000&#xa0;W)</td>
<td align="center">1</td>
<td align="center">0.20 (20&#xa0;mg/L)</td>
<td align="center">2</td>
<td align="center">97.6</td>
<td align="center">0.0976</td>
<td align="center">
<xref ref-type="bibr" rid="B11">Dai et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">Ag/BiVO<sub>4</sub>/GO</td>
<td align="center">Xenon lamp (500&#xa0;W)</td>
<td align="center">0.4</td>
<td align="center">0.20</td>
<td align="center">1.17</td>
<td align="center">82.65</td>
<td align="center">0.3532</td>
<td align="center">
<xref ref-type="bibr" rid="B38">Ouyang et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">BP/Bi<sub>2</sub>MoO<sub>6</sub> &#x2b; H<sub>2</sub>O<sub>2</sub>
</td>
<td align="center">White LED source (40&#xa0;W)</td>
<td align="center">0.5</td>
<td align="center">0.20</td>
<td align="center">0.67</td>
<td align="center">92.9</td>
<td align="center">0.5546</td>
<td align="center">
<xref ref-type="bibr" rid="B17">Feng et al. (2025)</xref>
</td>
</tr>
<tr>
<td align="center">&#xa0;g-C<sub>3</sub>N<sub>4</sub>/Fe<sub>3</sub>O<sub>4</sub>
</td>
<td align="center">UV-A lamp (15&#xa0;W)</td>
<td align="center">0.7</td>
<td align="center">0.05</td>
<td align="center">1</td>
<td align="center">99.8</td>
<td align="center">0.0713</td>
<td align="center">
<xref ref-type="bibr" rid="B32">Mahmoudi et al. (2024)</xref>
</td>
</tr>
<tr>
<td align="center">LaFeO<sub>3</sub>/g-C<sub>3</sub>N<sub>4</sub>
</td>
<td align="center">White LED (40&#xa0;W)</td>
<td align="center">0.5</td>
<td align="center">0.40</td>
<td align="center">2</td>
<td align="center">90.0</td>
<td align="center">0.3600</td>
<td align="center">
<xref ref-type="bibr" rid="B52">Xu et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">g-C<sub>3</sub>N<sub>4</sub>/Bi<sub>4</sub>NbO<sub>8</sub>Cl</td>
<td align="center">Visible LED light (18&#xa0;W)</td>
<td align="center">1</td>
<td align="center">0.2</td>
<td align="center">1</td>
<td align="center">87.0</td>
<td align="center">0.1740</td>
<td align="center">
<xref ref-type="bibr" rid="B33">Majumdar et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">ZnO/ZrO<sub>2</sub>
</td>
<td align="center">UV</td>
<td align="center">24</td>
<td align="center">0.1</td>
<td align="center">2</td>
<td align="center">69.0</td>
<td align="center">0.0014</td>
<td align="center">
<xref ref-type="bibr" rid="B49">Vaizo&#x11f;ullar (2019)</xref>
</td>
</tr>
<tr>
<td align="left">Br (15%)/g-C<sub>3</sub>N<sub>4</sub>
</td>
<td align="center">White LED (38.5&#xa0;W)</td>
<td align="center">1</td>
<td align="center">0.1</td>
<td align="center">2</td>
<td align="center">75.0</td>
<td align="center">0.0375</td>
<td align="center">
<xref ref-type="bibr" rid="B24">Hong et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">CeO<sub>2</sub>-NbC-75</td>
<td align="center">Xenon lamp (300&#xa0;W)</td>
<td align="center">2</td>
<td align="center">0.75</td>
<td align="center">1</td>
<td align="center">99</td>
<td align="center">0.3713</td>
<td align="center">This work</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Although a reasonable photocatalytic mechanism has been proposed, a more instructive mechanism for experiments can be put forward by combining first-principles calculations. The development of new catalysts through the combination of experiments and theories broadens the path for new applications in the field of photocatalysis. Compared with other similar photocatalysts (<xref ref-type="bibr" rid="B9">Chin et al., 2023</xref>; <xref ref-type="bibr" rid="B43">Singh et al., 2021</xref>; <xref ref-type="bibr" rid="B51">Wang et al., 2023</xref>), CeO<sub>2</sub>-NbC-x catalyst has a more rapid degradation efficiency and can better stimulate its potential for industrial applications. Moreover, this catalyst does not have side effects such as hydrolysis, making its application in the field of photocatalysis effortless. This is a very promising technical means to achieve efficient degradation of pollutants by photocatalysts.</p>
<p>With the continuous development of artificial intelligence technology, introducing relevant intelligent algorithms to train and predict the experimental and theoretical data of wide bandgap semiconductor-based catalysts, and obtaining the optimal new catalysts, has become an urgent problem to be solved at present. By constructing special algorithm models to screen new catalysts, experimental costs can be significantly reduced, the number of trial-and-error attempts can be decreased, and thus labor costs can be saved and development time shortened. This is also a current research hotspot in the field of catalysis, which can significantly shorten the development time of catalysts for efficiently degrading pollutants and may also promote new developments in artificial intelligence technology.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<label>5</label>
<title>Conclusion</title>
<p>The CeO<sub>2</sub>@NbC catalyst for the efficient degradation of OTC-HCl was synthesized by the molten salt method, polyacrylamide gel method and heat treatment technology. XRD characterization determined that the CeO<sub>2</sub>-NbC-x catalyst contained only CeO<sub>2</sub> and NbC phases, without any other impurities. SEM and TEM characterizations confirmed the formation of a special heterojunction between the CeO<sub>2</sub> and NbC interfaces. The optical property characterization confirmed that the, E.g., values of the CeO<sub>2</sub> and NbC were 3.09 and 1.38&#xa0;eV, respectively, and the coupling of the two demonstrated a high ultraviolet-visible optical absorption coefficient. When the optimal NbC content, catalyst concentration, pollutant concentration and pH value are 75%, 2&#xa0;g/L, 75&#xa0;mg/L and 5, respectively, the CeO<sub>2</sub>-NbC-x catalyst exhibits a high degradation percentage (99%) for the degradation of OTC-HCl. Based on the capture experiment and photocatalytic mechanism analysis, holes, hydroxyl radicals and superoxide radicals are the main active species in the degradation of OTC-HCl by CeO<sub>2</sub>-NbC-x catalyst. This heterojunction enables the rapid degradation of OTC-HCl, which is conducive to its extended application in the design of other similar catalysts.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>FH: Conceptualization, Writing &#x2013; original draft, Methodology. LG: Writing &#x2013; review and editing, Validation, Supervision, Investigation.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/561558/overview">Mario J. Mu&#xf1;oz-Batista</ext-link>, University of Granada, Spain</p>
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<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/419580/overview">Eudald Casals</ext-link>, Wuyi University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2081405/overview">Suneel Srivastava</ext-link>, Indian Institute of Technology Kharagpur, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3349376/overview">Yunus Karata&#x15f;</ext-link>, Ahi Evran University, T&#xfc;rkiye</p>
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