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<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.2025.1596003</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>Strain-specific responses of <italic>Pyropia haitanensis</italic> to light intensity in growth, carbon content, and organic carbon release</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zhongsheng</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>
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<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Wenlei</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>
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<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Yan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<sup>3</sup>
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<contrib contrib-type="author">
<name>
<surname>Ji</surname>
<given-names>Dehua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<sup>3</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xie</surname>
<given-names>Chaotian</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="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xu</surname>
<given-names>Kai</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="author-notes" rid="fn001">
<sup>*</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Fisheries College, Jimei University</institution>, <addr-line>Xiamen</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Fujian Engineering Research Center of Aquatic Breeding and Healthy Aquaculture, Jimei University</institution>, <addr-line>Xiamen</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture</institution>, <addr-line>Xiamen</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Fabio Carneiro Sterzelecki, Federal Rural University of the Amazon, Brazil</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Yaping Wu, Hohai University, China</p>
<p>Zhiguang Xu, Ludong University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Chaotian Xie, <email xlink:href="mailto:ctxie@jmu.edu.cn">ctxie@jmu.edu.cn</email>; Kai Xu, <email xlink:href="mailto:kaixu@jmu.edu.cn">kaixu@jmu.edu.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>05</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1596003</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>04</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Zhang, Wang, Xu, Ji, Xie and Xu</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Zhang, Wang, Xu, Ji, Xie and Xu</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>Light strongly influences the carbon (C) metabolism of seaweed through both algal carbon content and organic carbon release, thereby driving the carbon cycling of coastal oceans. However, the response of seaweed organic carbon release to varying light intensities remains an underexplored area of research. This study aimed to fill this gap by analyzing the effects of four different light intensities (5, 50, 200, and 500 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>) on the growth, carbon content, and organic carbon release of two strains (W28&#x2013;42 and WO15-4) of <italic>Pyropia haitanensis</italic>. The results showed that as light intensity increased, both strains experienced an initial rise in growth rate followed by a decline, with the highest growth observed at 200 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>. Simultaneously, tissue C content increased with light intensity, whereas the nitrogen (N) and phosphorus (P) contents exhibited decreasing trends. This led to increases in the C:N and C:P ratios, indicating that high light intensity may enhance C fixation and suppress the absorption of N and P. Of particular interest was the difference in organic carbon release between the two strains. The W28&#x2013;42 strain&#x2019;s rate of dissolved organic carbon (DOC) release increased significantly with light intensity, whereas the WO15&#x2013;4 strain&#x2019;s DOC release rate remained unaffected by variations in light intensity. The particulate organic carbon (POC) release rates of both strains increased under higher light intensity, with the W28&#x2013;42 strain showing a more substantial increase than the WO15&#x2013;4 strain. This study demonstrates that the release of DOC by <italic>P. haitanensis</italic> exhibits distinct strain-specific responses to variations in light intensity, a result that may be attributed to differences in photosynthetic physiology and genetic makeup. These insights provide a foundation for enhancing the efficiency of fishery carbon sinks through the manipulation of light intensity.</p>
</abstract>
<kwd-group>
<kwd>carbon metabolism</kwd>
<kwd>dissolved organic carbon</kwd>
<kwd>growth</kwd>
<kwd>light intensity</kwd>
<kwd>particulate organic carbon</kwd>
<kwd>
<italic>Pyropia haitanensis</italic>
</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="0"/>
<equation-count count="5"/>
<ref-count count="48"/>
<page-count count="11"/>
<word-count count="4936"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Fisheries, Aquaculture and Living Resources</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Seaweeds, as important photosynthetic organisms, play a crucial role in various ecological processes. Seaweeds are involved in climate regulation, carbon sequestration, oxygen production, water purification, and environmental restoration (<xref ref-type="bibr" rid="B20">Hurd et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B35">Raven and Hurd, 2012</xref>; <xref ref-type="bibr" rid="B11">Falkowski and Raven, 2013</xref>). The growth and production of seaweeds are influenced by a combination of factors, including the utilization of inorganic nitrogen (<xref ref-type="bibr" rid="B16">Harrison and Hurd, 2001</xref>), light intensity, temperature (<xref ref-type="bibr" rid="B42">Wernberg et&#xa0;al., 2010</xref>), salinity (<xref ref-type="bibr" rid="B7">Conitz et&#xa0;al., 2001</xref>), CO<sub>2</sub> concentration, and pH (<xref ref-type="bibr" rid="B25">Lise Middelboe and Juel Hansen, 2007</xref>; <xref ref-type="bibr" rid="B3">Britton et&#xa0;al., 2016</xref>). Living in the intertidal zone, seaweeds experience significant fluctuations in light intensity due to tidal changes, mixed layer depths, seawater transparency, weather conditions, and climate change. This environmental variability has prompted seaweeds to evolve complex adaptation mechanisms to cope with changes in light conditions and meet their requirements for growth (<xref ref-type="bibr" rid="B20">Hurd et&#xa0;al., 2014</xref>). Light is an essential factor for the growth and development of all photosynthetic organisms. However, excessive light can lead to photoinhibition, a process that causes stress to plants and algae and negatively affects their growth. Excessive light energy may damage the photosynthetic system, leading to a decrease in photosynthetic capacity and impacting many important metabolic processes related to growth and development (<xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B33">Raven, 2011</xref>; <xref ref-type="bibr" rid="B11">Falkowski and Raven, 2013</xref>). Low-light stress also has significant effects on phototrophs. For example, in low-light environments, single-celled algae tend to be smaller to more effectively absorb light energy and support their growth and development, a phenomenon that may be attributed to the fact that smaller cells have a higher surface-to-volume ratio and thus a greater light absorption capacity (<xref ref-type="bibr" rid="B26">Littler and Littler, 1980</xref>; <xref ref-type="bibr" rid="B12">Finkel et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B2">Beardall et&#xa0;al., 2009</xref>). These findings suggest that algae can adjust their physiological and morphological characteristics to adapt to different lighting conditions, thereby ensuring their survival.</p>
<p>The carbon metabolism of algae can be roughly divided into three stages: the absorption of inorganic carbon, the conversion of inorganic carbon to organic carbon, and the distribution of organic carbon within and outside the algae (<xref ref-type="bibr" rid="B32">Paine et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B9">Dorte et&#xa0;al., 2018</xref>). Through photosynthesis and other metabolic processes, the absorbed carbon and other nutrients are used to synthesize various macromolecules, including carbohydrates, proteins, and fats. Some of these organic substances constitute part of the algae and are involved in various physiological and metabolic functions, while others are released into the environment in the form of dissolved organic carbon (DOC) and particulate organic carbon (POC) (<xref ref-type="bibr" rid="B32">Paine et&#xa0;al., 2021</xref>). The seaweed industry effectively removes a significant amount of carbon, nitrogen, and phosphorus from the coastal environment through periodic harvesting, thus playing a key role in controlling eutrophication and preventing harmful algal blooms (<xref ref-type="bibr" rid="B46">Yang et&#xa0;al., 2015</xref>). DOC accounts for 20% of all organic carbon on Earth and is considered an essential component of the global biogeochemical carbon cycle (<xref ref-type="bibr" rid="B1">Barr&#xf3;n and Duarte, 2016</xref>; <xref ref-type="bibr" rid="B38">Shen and Benner, 2018</xref>). In the oceans, both DOC and POC can be converted into refractory dissolved organic carbon (RDOC) by microbial activity. RDOC is a stable form of carbon that functions in long-term storage and thus has potential for development in carbon sequestration technology (<xref ref-type="bibr" rid="B38">Shen and Benner, 2018</xref>; <xref ref-type="bibr" rid="B47">Yi et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B41">Wang et&#xa0;al., 2022</xref>). Therefore, it has been proposed that seaweed aquaculture may have significant applications in oceanic carbon sequestration (<xref ref-type="bibr" rid="B34">Raven, 2018</xref>; <xref ref-type="bibr" rid="B31">Ortega et&#xa0;al., 2019</xref>).</p>
<p>Based on a laboratory culture experiment using 11 seaweed species, a previous study identified a linear correlation between growth rate and the release rate of DOC (<xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2020</xref>). However, a recent study reported that under sufficient nutrient conditions, the DOC release rate of the seaweed <italic>Sargassum horneri</italic> was negatively correlated with net primary productivity (NPP), whereas under nutrient-limited conditions, there was no clear relationship between DOC release and NPP (<xref ref-type="bibr" rid="B40">Sun et&#xa0;al., 2024</xref>). In addition, several environmental factors, including light, temperature, nutrients, and salinity, can influence the release of DOC from seaweeds (<xref ref-type="bibr" rid="B40">Sun et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B5">Chen et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B44">Xu et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B29">Ni et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B45">Xu et&#xa0;al., 2021</xref>). These studies indicated that the rate of DOC release from seaweeds is closely related to environmental conditions, even though the precise nature of the relationship remains unclear. Since light intensity is a major environmental factor in the photosynthetic physiology of seaweed and strongly influences many other metabolic processes, it may have a strong effect on DOC release. Given that DOC and POC are derived from photosynthetically fixed carbon, light could indirectly alter the release rates of DOC and POC via photosynthesis. This is the core assumption of the &#x201c;overflow hypothesis&#x201d;, which suggests that DOC is released from algal cells when the photosynthetic rate exceeds the rate necessary for growth (<xref ref-type="bibr" rid="B32">Paine et&#xa0;al., 2021</xref>).</p>
<p>Light also affects the elemental ratios of algae (<xref ref-type="bibr" rid="B13">Finkel et&#xa0;al., 2006</xref>). For example, increased light intensity significantly elevated the cellular C:N and C:P ratios of the marine diatom <italic>Skeletonema marinoi</italic> (<xref ref-type="bibr" rid="B30">Norici et&#xa0;al., 2011</xref>). Similarly, researchers found that increased light intensity could significantly enhance the C:P ratio of <italic>Selenastrum capricornutum</italic> (<xref ref-type="bibr" rid="B18">Hessen et&#xa0;al., 2008</xref>). Furthermore, a recent study found that changes in light intensity altered the C:N ratio by influencing the growth rate, nitrogen consumption, and carbon allocation of <italic>Coccomyxa subellipsoidea</italic> (<xref ref-type="bibr" rid="B27">Liu and Wei, 2023</xref>).Under light limitation, the growth rate and the C:N ratio of the seaweed <italic>Gracilaria tikvahiae</italic> decreased as the contents of N and protein increased (<xref ref-type="bibr" rid="B22">Lapointe and Duke, 1984</xref>). These findings illustrate the impact of light intensity on the elemental ratios of algae; i.e., there are uneven effects on the metabolism of carbon and other elements.</p>
<p>In summary, it is clear that light conditions have a significant impact on the growth and carbon metabolism of seaweeds, but there is still a lack of in-depth studies on the physio-ecological responses of seaweeds to variations in light intensity in terms of the release of organic carbon and elemental composition. For this reason, we selected an economically important seaweed, <italic>P. haitanensis</italic>, as a research organism, aiming to investigate its responses to light intensity in terms of growth, biochemical composition, carbon content, elemental composition, and organic carbon release. Through this study, we hope to gain a better understanding of the contribution of seaweeds to the coastal ecosystem and provide a basis for efficient seaweed cultivation. This research will help determine the regulatory role of light intensity in the carbon metabolism of seaweeds, and the findings will have important implications for developing reasonable cultivation strategies, optimizing the use of marine resources, and protecting the marine environment.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Cultures and growth conditions</title>
<p>In this study, two strains of <italic>P. haitanensis</italic>, W28-42 (a narrow strain) and WO15-4 (a wide strain), were obtained from the Laboratory of Germplasm Improvements and Applications of <italic>Pyropia</italic> in Fujian Province. The sporophytic filaments (the conchocelis stage) were cultured at 29&#xb0;C under a light intensity of 10&#x2013;20 &#xb5;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup> with a photoperiod of 8 h light/16 h dark until maturity. The mature conchocelis were then cultured at 21&#xb0;C with aeration to promote the release of conchospores capable of developing into gametophytic blades (the thallus stage). Healthy, intact thalli with a length of 5 &#xb1; 1 cm were randomly selected, with three thalli placed into each 1 L sterilized glass flask for cultivation.</p>
<p>The thalli were cultured at 21 &#xb1; 1&#xb0;C in nutrient-enriched natural seawater prepared according to Provasoli&#x2019;s seawater medium (<xref ref-type="bibr" rid="B39">Starr and Zeikus, 1993</xref>). The media were aerated during cultivation, and the photoperiod was 12 h light/12 h dark. In our preliminary experiments, <italic>P. haitanensis</italic> thalli were cultured at six gradient light intensity conditions (5, 50, 200, 500, 700 and 1000 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>). However, thalli failed to survive under light intensities of 700 and 1000 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>. Therefore, only four light intensity gradients (5, 50, 200, and 500 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>) were selected for the formal experiments. Each light treatment contained three biological replicates. Samples were harvested after seven days of cultivation.</p>
</sec>
<sec id="s2_2">
<title>Experimental design and sample collection</title>
<p>After seven days of cultivation, 200 mL of the medium was collected from each glass flask and filtered using pre-combusted Whatman GF/F filters (diameter: 25 mm, pore size: 0.7 &#xb5;m) under a low vacuum. The filter membranes were dried before the analysis of particulate organic carbon (POC) and stored at &#x2013;20&#xb0;C to prevent microbial decomposition of the POC. The filtrate (50 mL) was collected into pre-treated brown glass bottles and immediately stored at &#x2013;20&#xb0;C for the determination of dissolved organic carbon (DOC). All glassware was combusted in a muffle furnace at 450&#xb0;C for four hours, soaked in 0.1 mol/L HCl solution for over 24 h, and finally rinsed with ultrapure water.</p>
<p>On the final day of cultivation, the thalli were harvested from the culture bottles, and surface water was removed with absorbent gauze. The fresh weight of the thalli was measured using an analytical balance. The thalli were then dried in an oven at 60&#xb0;C to a constant weight, recorded as the dry weight. The dried algae were stored at &#x2013;20&#xb0;C for the determination of elemental contents in the tissue.</p>
</sec>
</sec>
<sec id="s3">
<title>Measurements</title>
<sec id="s3_1">
<title>Growth rate</title>
<p>The length (L), width (W), fresh weight (FW), and dry weight (DW) of the thalli were measured before and after seven days of cultivation. The formulas for the specific growth rate of fresh weight (FW-SGR), the daily growth rate of fresh weight (FW-DGR), and the length (L-DGR) and width (W-DGR) were as follows:</p>
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<mml:mrow>
<mml:mtext>FW</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
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<mml:mtext>In&#xa0;</mml:mtext>
<mml:mrow>
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<mml:msub>
<mml:mrow>
<mml:mtext>FW</mml:mtext>
</mml:mrow>
<mml:mn>7</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>FW</mml:mtext>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msub>
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<mml:mo stretchy="false">)</mml:mo>
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<mml:mo stretchy="false">/</mml:mo>
<mml:mn>7</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:mtext>FW</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>DGR</mml:mtext>
<mml:mo>=</mml:mo>
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<mml:mo stretchy="false">(</mml:mo>
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<mml:msub>
<mml:mrow>
<mml:mtext>FW</mml:mtext>
</mml:mrow>
<mml:mn>7</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>FW</mml:mtext>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>7</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:mtext>L</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>DGR</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mtext>L</mml:mtext>
<mml:mn>7</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mtext>L</mml:mtext>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>7</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<mml:math display="block" id="M4">
<mml:mrow>
<mml:mtext>W</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>DGR</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mtext>W</mml:mtext>
<mml:mn>7</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mtext>W</mml:mtext>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>7</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where the lowercase numbers 0 and 7 indicate that the parameters were measured on days 0 and 7, respectively.</p>
</sec>
<sec id="s3_2">
<title>Release of DOC and POC</title>
<p>The concentration of DOC was determined with a Shimadzu TOC-VCPH analyzer (TOC5000A; Shimadzu, Kyoto, Japan) through high-temperature catalytic oxidation at 720&#xb0;C. The POC samples were dried at a constant temperature of 60&#xb0;C before analysis and were measured using a Costech ECS CHNSO elemental analyzer. The net release rates (mg&#xb7;g<sup>&#x2013;1</sup> d<sup>&#x2013;1</sup> DW) of OC (as DOC and POC) by <italic>P. haitanensis</italic> were calculated as</p>
<disp-formula>
<mml:math display="block" id="M5">
<mml:mrow>
<mml:mtext>R</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mo>&#x3b4;</mml:mo>
<mml:mtext>OC</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mtext>V</mml:mtext>
<mml:mo>&#xf7;</mml:mo>
<mml:mtext>DW</mml:mtext>
<mml:mo>&#xf7;</mml:mo>
<mml:mn>7</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where &#x3b4;OC represents the increase in organic carbon concentration (mg/L) over seven days of culture, and V and DW are the volume of seawater (L) and the initial dry weight of the algal tissue (g), respectively.</p>
</sec>
<sec id="s3_3">
<title>Tissue C, N, and P contents</title>
<p>The algal samples were dried at a constant temperature of 60&#xb0;C and then ground into a powdered form. The C and N contents of the algal tissue were obtained by combustion and were measured using a Costech ECS CHNSO elemental analyzer (Costech, USA). The tissue P content was measured by acid-persulfate digestion and subsequent soluble reactive phosphate analysis using an Automatic Discrete Analyzer (CleverChem380, DeChem-Tech, Germany). The obtained C, N, and P contents were converted into molar concentrations, and the molar ratios of C:N, C:P, and N:P for different treatment groups were calculated.</p>
</sec>
<sec id="s3_4">
<title>Statistical analysis</title>
<p>All values represent the mean of three replicates for each treatment. Error bars in the figures depict standard deviations. The differences between treatment groups were analyzed using one-way analysis of variance (ANOVA). All statistical analyses were carried out using SPSS 24.0 (International Business Machines Corporation, USA).</p>
</sec>
</sec>
<sec id="s4" sec-type="results">
<title>Results</title>
<sec id="s4_1">
<title>Growth rate</title>
<p>Light intensity had a significant effect on the growth rates of strains W28&#x2013;42 and WO15-4 (<italic>P &lt;</italic> 0.05, <xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>2</bold>
</xref>). All four treatments displayed initial increases in growth rate followed by decreases with increasing light intensity, reaching a maximum at 200 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>. The specific growth rates of fresh weight (FW-SGR) of W28&#x2013;42 were always higher than those of WO15-4, but the difference was only significant at a light intensity of 200 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> (<italic>P &lt;</italic> 0.05, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Interestingly, the daily changes in fresh weight (FW-DGR) showed a different trend compared with FW-SGR; the FW-DGR of W28&#x2013;42 was always lower than that of WO15-4, except for the lowest light treatment (<italic>P &lt;</italic> 0.01, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Similarly, the daily changes in length (L-DGR) and width (W-DGR) showed an opposite trend. The L-DGR of W28&#x2013;42 was significantly higher than that of WO15-4 (<italic>P &lt;</italic> 0.001, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>) under exposure to light intensities of 50&#x2013;500 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>, but the W-DGR of W28&#x2013;42 was significantly lower than that of WO15-4 (<italic>P &lt;</italic> 0.001, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Typical thalli of strains W28-42 (a narrow strain) and WO15-4 (a wide strain) grown under four light intensities (&#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1596003-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Specific growth rates of fresh weight (FW-SGR, <bold>A</bold>); daily growth rate of fresh weight (FW-DGR, <bold>B</bold>); length (L-DGR, <bold>C</bold>); and width (W-DGR, <bold>D</bold>) of strains W28-42 (blue bars) and WO15-4 (green bars) under four different light intensities. Different letters indicate significant differences between different light treatments. The symbols &#x201c;*&#x201d;, &#x201c;**&#x201d;, and &#x201c;***&#x201d;, respectively, indicate <italic>P &lt;</italic> 0.05, <italic>P &lt;</italic> 0.01, and <italic>P &lt;</italic> 0.001. The values are expressed as mean &#xb1; SD (n=3).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1596003-g002.tif"/>
</fig>
</sec>
<sec id="s4_2">
<title>DOC, POC, and tissue C</title>
<p>The carbon accumulation rates of algal tissue and the release rates of DOC and POC of the two strains under four light intensities were measured to investigate the distribution of photosynthetically fixed carbon by the metabolic activity of <italic>P. haitanensis</italic>. The tissue C accumulation rates significantly increased with light intensity (<italic>P &lt;</italic> 0.05, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>), and no significant differences were found between the two strains concerning the rates of tissue C accumulation and DOC release (<italic>P &gt;</italic> 0.05, <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>). The DOC release rates of the two strains showed different responses to light intensity, with the rate of strain W28&#x2013;42 increasing with light intensity, while strain WO15&#x2013;4 was not affected by the light intensity (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). The POC release rates of both strains increased with light intensity (<italic>P &lt;</italic> 0.05, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). In addition, except for the light intensity of 5 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>, the POC release rates of strain W28&#x2013;42 were much higher than those of strain WO15-4 (<italic>P &lt;</italic> 0.001, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The rates of tissue C accumulation <bold>(A)</bold>, DOC release <bold>(B)</bold>, and POC release <bold>(C)</bold> of strains W28-42 (blue bars) and WO15-4 (green bars) under four different light intensities during seven days of incubation. Different letters indicate significant differences between treatments. The symbols &#x201c;*&#x201d;, &#x201c;**&#x201d;, and &#x201c;***&#x201d;, respectively, indicate <italic>P &lt;</italic> 0.05, <italic>P &lt;</italic> 0.01, and <italic>P &lt;</italic> 0.001. Values are expressed as mean &#xb1; SD (n=3). DW, dry weight.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1596003-g003.tif"/>
</fig>
<p>The production rates of the three types of organic C were positively correlated with the specific growth rates of the algae (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). In particular, the coefficient of determination (R<sup>2</sup>) between tissue C accumulation and specific growth rate ranged from 0.7169 to 0.8364, with the high R<sup>2</sup> values indicating a relatively close relationship between these two parameters (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Meanwhile, R<sup>2</sup> values between DOC release and specific growth rate were relatively lower, ranging only from 0.2824 to 0.3665 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). R<sup>2</sup> values between the POC release rate and specific growth rate exceeded 0.6 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>), indicating a significant positive correlation between these two parameters.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>The relationships between the specific growth rate and three types of C variation in two strains of <italic>P. haitanensis</italic>, W28-42 (blue lines) and WO15-4 (green lines): tissue C accumulation rate <bold>(A)</bold>, DOC release rate <bold>(B)</bold>, and POC release rate <bold>(C)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1596003-g004.tif"/>
</fig>
</sec>
<sec id="s4_3">
<title>Tissue C, N, and P contents</title>
<p>To further explore the effects of light intensity on the nutrient elemental composition in the tissue of <italic>P. haitanensis</italic>, we measured the C, N, and P contents in the algal tissue. The results showed that significant differences in the contents of the three nutrient elements under different light intensities. Specifically, the tissue C content of both strains significantly increased with the enhancement of light intensity (<italic>P &lt;</italic> 0.05). The C content of the W28&#x2013;42 strain increased by 29.3&#x2013;34.5%, while the C content of the WO15&#x2013;4 strain increased by 31.2&#x2013;34.6% (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). However, the tissue N and P contents were either negatively (<italic>P</italic> &lt; 0.05) affected or unaffected (<italic>P</italic> &gt; 0.05) by increasing light intensity (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5B, C</bold>
</xref>). There were significant differences between the two strains in the contents of C, N, and P at the two lower light intensities, with no differences under the two higher light intensities (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5A&#x2013;C</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Tissue elemental contents and ratios of the W28-42 (blue bars) and WO15-4 (green bars) strains exposed to the four light treatments. C (carbon, <bold>A</bold>),N (nitrogen, <bold>B</bold>), and P (phosphorus, <bold>C</bold>) contents are expressed as a percentage of the sample dry weight (DW). Three elemental ratios: C:N <bold>(D)</bold>, C:P <bold>(E)</bold>, and N:P <bold>(F)</bold> in the four light treatments. The horizontal dotted line indicates the Redfield ratio (C:N:P = 106:16:1). All data are expressed as mean &#xb1; SD (n = 3), and different letters represent significant differences among the treatments. The symbols &#x201c;*&#x201d;and &#x201c;**&#x201d;, respectively, indicate P &lt; 0.05 and P &lt; 0.01.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1596003-g005.tif"/>
</fig>
</sec>
<sec id="s4_4">
<title>Elemental stoichiometry</title>
<p>We calculated the ecological stoichiometric ratios based on the elemental contents. The results showed significant differences in the stoichiometric ratios of <italic>P. haitanensis</italic> under different light intensities. Specifically, the C:N ratios were significantly higher under high-light conditions than under low-light conditions (<italic>P &lt;</italic> 0.05, <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>). In addition, the tissue C:P ratio (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5E</bold>
</xref>) and tissue N:P ratio (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5F</bold>
</xref>) of both strains showed a trend of initially increasing and then decreasing with the increase in light intensity (<italic>P &lt;</italic> 0.05). At the lowest light intensity (5 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>), the differences between the two strains in the C:N, C:P, and N:P ratios were not significant. Under 50 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>, only the C:N ratio showed a significant difference between the two strains (<italic>P &lt;</italic> 0.01, <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>). Under the two higher light intensities (200 and 500 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>), the C:N ratio of strain W28&#x2013;42 tended to be higher than that of strain WO15-4, while the C:P and N:P ratios showed opposite trends between the strains (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5D&#x2013;F</bold>
</xref>).</p>
<p>At the lowest light intensity of 5 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>, the C:P and N:P ratios of both strains of <italic>P. haitanensis</italic> were much lower than the Redfield ratio (106:16:1), and growth under the other light intensities tended to be higher than the Redfield ratio (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5E, F</bold>
</xref>).</p>
<p>The C:N ratio of algal tissue increased linearly with increasing N content (R<sup>2</sup> = 0.8610, <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>), but not with increasing P content (R<sup>2</sup> = 0.1859, <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). The C:P ratio showed a relatively weak negative correlation with N content (R<sup>2</sup> = 0.3459) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>) and a relatively stronger correlation with P content (R<sup>2</sup> = 0.5005) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>), indicating the complex regulatory role of light intensity on the elemental stoichiometric ratios of <italic>P. haitanensis</italic> and its ecological significance.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Correlations between N and C:N ratio <bold>(A)</bold>, P and C:N <bold>(B)</bold>, N and C:P <bold>(C)</bold>, and P and C:P <bold>(D)</bold> of <italic>P. haitanensis</italic> tissues.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1596003-g006.tif"/>
</fig>
</sec>
<sec id="s4_5">
<title>Correlation analysis</title>
<p>The results of the correlation analysis indicated that the overall trends for the two strains were similar (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A, B</bold>
</xref>). There were significant positive correlations between light intensity and the four measures of growth rate, tissue C content, C:N ratio, and tissue C accumulation rate. However, light intensity was negatively correlated with the N and P contents of the algal tissue. The production of DOC, POC, and tissue C was positively correlated with the four measures of growth rate and tissue C content. There were significant differences between the two strains regarding the correlations among tissue P content. For strain WO15-4, tissue P content was negatively correlated with the four measures of growth rate and tissue C content (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>); however, strain W28&#x2013;42 showed weak positive correlations (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). The tissue P content of WO15&#x2013;4 exhibited negative correlations with the C:N, C:P, and N:P ratios as well as the production of DOC, POC, and tissue C, but strain W28&#x2013;42 displayed opposite or weak correlations. These results reveal a strain-specific difference in phosphorus metabolism under different light intensities.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Correlation analysis between light intensity and growth parameters, production rates of three carbon types, and tissue C, N, and P contents with elemental ratios in strains W28-42 <bold>(A)</bold> and WO15-4 <bold>(B)</bold>. Red signifies a positive correlation, with larger numbers indicating a stronger positive relationship. Conversely, blue signifies a negative correlation, where smaller numbers denote a stronger negative relationship.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1596003-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="s5" sec-type="discussion">
<title>Discussion</title>
<sec id="s5_1">
<title>Growth</title>
<p>It is generally believed that light, as a key environmental factor, plays a crucial role in regulating the photosynthetic physiology and growth rate of seaweed (<xref ref-type="bibr" rid="B24">Lichtenthaler and Wellburn, 1983</xref>). The impact of light on the growth rate of marine algae has been extensively studied in various species. Despite the large differences in research subjects and study periods, the overall trends and mechanisms have been fairly consistent. In this study, there were significant correlations between the growth rate of <italic>P. haitanensis</italic> and light intensity. As light intensity increased, the growth rate of <italic>P. haitanensis</italic> showed an initially increased and then decreased trend (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), a pattern that aligns with findings from studies on other seaweed species, such as <italic>Sargassum fusiforme</italic> (<xref ref-type="bibr" rid="B10">Endo et&#xa0;al., 2023</xref>). This phenomenon indicates that light intensity is a key environmental factor affecting seaweed growth. Specifically, under a light intensity of 200 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>, the fresh weight growth rate of <italic>P. haitanensis</italic> significantly exceeded the values observed under the lowest and highest light intensities, regardless of strain (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>2</bold>
</xref>). These results suggested that there exists an optimal light intensity range for <italic>P. haitanensis</italic>.</p>
<p>Particularly, under the light intensity of 200 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>, although the relative growth rate (specific growth rate) of W28&#x2013;42 was higher than that of WO15-4, the absolute growth rate (daily growth rate) showed the opposite trend. This could be attributed to the difference in morphology between the two strains; the initial fresh weight of the narrow strain W28&#x2013;42 was much lower than that of the wide strain WO15-4. Interestingly, the daily growth rates in length and width showed strain-specific responses to changing light intensity. Under exposure to light intensities of 50&#x2013;500 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>, the growth in length of W28&#x2013;42 was greater than that of WO15-4, while the opposite trend was observed for width (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Such a phenomenon indicates an allometric relationship and has been intensively studied (<xref ref-type="bibr" rid="B4">Brown et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B43">West et&#xa0;al., 2001</xref>).</p>
</sec>
<sec id="s5_2">
<title>Release of organic carbon and implications</title>
<p>Macroalgae release a substantial amount of DOC into the environment during growth, meaning that they have significant carbon sequestration potential (<xref ref-type="bibr" rid="B31">Ortega et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B34">Raven, 2018</xref>). Meanwhile, the DOC released by autotrophs is an important allochthonous carbon source for heterotrophic bacteria, enhancing the detrital food chain within ecosystems (<xref ref-type="bibr" rid="B19">Ho et&#xa0;al., 2024</xref>). In this way, the extracellular release of DOC supports the functional health of coastal ecosystems by delivering photosynthetically fixed carbon to higher trophic levels through the microbial loop, thereby maintaining ecosystem function (<xref ref-type="bibr" rid="B15">Hall et&#xa0;al., 2024</xref>). Numerous studies have demonstrated a significant influence of environmental factors on the release of DOC from seaweeds (<xref ref-type="bibr" rid="B32">Paine et&#xa0;al., 2021</xref>); this poses challenges for assessing their potential for carbon sequestration. Among the relevant environmental factors, light can be considered the most important for seaweeds since it influences many important metabolic pathways and regulates growth, development, and photosynthetic processes. Given that almost all of the organic carbon released from seaweeds originates from photosynthetically fixed carbon, the release of DOC by seaweeds is considered highly regulated by light intensity (<xref ref-type="bibr" rid="B14">Haas et&#xa0;al., 2010</xref>).</p>
<p>Recent studies have reported that the DOC release by seaweed <italic>Sargassum thunbergii</italic> and marine macrophyte communities is highly light-dependent, in another words, rely on photosynthetic activity (<xref ref-type="bibr" rid="B21">Jim&#xe9;nez-Ramos et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B48">Zhao et&#xa0;al., 2023</xref>). However, in this study, we observed that the DOC release rate of <italic>P. haitanensis</italic> strain W28&#x2013;42 was significantly greater under higher light intensities than under low light conditions, but light intensity did not have a significant effect on the DOC release of strain WO15-4 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Moreover, a recent study found that different life stages (thallus vs conchocelis) of <italic>P. haitanensis</italic> showed varied responses in DOC release to changing light conditions (<xref ref-type="bibr" rid="B44">Xu et&#xa0;al., 2022</xref>). In addition, considering the complex interactions between environmental factors, the present and previous studies highlight the challenges in quantifying the effects of environmental factors on DOC release and the coastal carbon cycle mediated by diverse seaweed species and strains.</p>
<p>In the present study, we attempted to explain the mechanisms resulting in the strain-specific DOC release rates of <italic>P. haitanensis</italic> in response to changes in light intensity. First, differences in photosynthetic physiological characteristics among strains could be the primary factor contributing to the different DOC release rates under varying light intensity. This is because the carbon in DOC originates from the carbon fixed through photosynthesis. According to the &#x201c;overflow hypothesis&#x201d;, DOC is released from algae when the photosynthetic rate exceeds the rate necessary for growth (<xref ref-type="bibr" rid="B32">Paine et&#xa0;al., 2021</xref>). However, this hypothesis applies only to strain W28-42, as a linear relationship between growth rate and DOC release was observed in this strain (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). Different strains of seaweed may have different photosynthetic efficiencies, pigment contents, and antioxidant systems, all of which influence the metabolism and reallocation of organic carbon within and outside the tissue. Second, significant differences in P metabolism between the two strains (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>) may also contribute to the variation in DOC release. Nutrient supply is a key factor in the release of DOC from seaweed (<xref ref-type="bibr" rid="B32">Paine et&#xa0;al., 2021</xref>), and this could influence the effect of light intensity (<xref ref-type="bibr" rid="B28">Mueller et&#xa0;al., 2016</xref>). In addition, a recent study found variation in the C, N, and P composition of seaweed tissue and the released organic matter, indicating that elemental metabolism may be directly related to the release of organic matter from seaweed (<xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s5_3">
<title>C, N, and P contents and ratios</title>
<p>The coupling between the biogeochemical cycling of elements and the service functions of ecosystems is one of the core issues in ecological research (<xref ref-type="bibr" rid="B37">Schr&#xf6;ter et&#xa0;al., 2005</xref>). In 1934, Redfield discovered that the ratio of carbon (C), nitrogen (N), and phosphorus (P) in planktonic organisms in the ocean was roughly 106:16:1, closely mirroring the C:N:P ratio found in seawater (<xref ref-type="bibr" rid="B36">Redfield, 1934</xref>). This finding suggested that these three elements played a pivotal role in the biogeochemical cycles within oceanic ecosystems. By altering external environmental conditions, it is possible to influence the absorption rates of C, N, and P by marine organisms, thereby affecting the stoichiometric ratios of chemical elements. Both a recent study (<xref ref-type="bibr" rid="B44">Xu et&#xa0;al., 2022</xref>) and the present study found that an increase in light intensity significantly enhanced the C:N and C:P ratios of <italic>P. haitanensis</italic> thalli. This could be attributed to that the increase in light intensity enhancing the tissue C content but tending to decrease the tissue N and P contents (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Changing the light intensity also altered the C:N ratio of the microalga <italic>Coccomyxa subellipsoidea</italic> by influencing the cell growth rate, nitrogen consumption, and carbon allocation (<xref ref-type="bibr" rid="B27">Liu and Wei, 2023</xref>). Similarly, the C:N and C:P ratios of phytoplankton communities increased with light intensity (<xref ref-type="bibr" rid="B8">Dickman et&#xa0;al., 2006</xref>). These results suggest that there are unequal effects of light intensity on the metabolism of C versus other elements of <italic>P. haitanensis</italic> and other algae. Further studies are needed to explore the underlying mechanisms.</p>
<p>In addition, significant differences were observed in the C:N, N:P and C:P ratios between the two strains of <italic>P. haitanensis</italic> (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). These strain-specific responses of elemental ratios to changing light intensity may be useful for the selection of new varieties. The altered elemental ratio can subsequently affects algal growth and carbon sequestration capacity, as well as play a pivotal role in ecosystem biogeochemical cycling (<xref ref-type="bibr" rid="B17">Hessen et&#xa0;al., 2013</xref>).</p>
</sec>
</sec>
<sec id="s6" sec-type="conclusions">
<title>Conclusion</title>
<p>This study revealed that the growth rates of both strains of <italic>P. haitanensis</italic> initially increased under rising light intensity, peaking at 200 &#x3bc;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> before declining. The tissue C content increased with light intensity, while N and P contents decreased, leading to higher C:N and C:P ratios. The results indicate that elevated light intensity enhances C fixation while simultaneously suppressing N and P uptake. Notably, increasing light intensity significantly increased the DOC release rate of the W28&#x2013;42 strain, unlike the WO15&#x2013;4 strain, which showed no change. The POC release rates of both strains increased under higher light intensity, with W28&#x2013;42 showing a greater increase. These strain-specific responses in organic carbon release to changing light intensity highlight the potential for improving carbon sequestration in aquaculture through tailored light management and breeding.</p>
</sec>
</body>
<back>
<sec id="s7" 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="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>ZZ: Formal Analysis, Methodology, Validation, Data curation, Supervision, Writing &#x2013; original draft, Conceptualization, Software, Writing &#x2013; review &amp; editing, Investigation. WW: Methodology, Supervision, Writing &#x2013; review &amp; editing. YX: Supervision, Writing &#x2013; review &amp; editing, Investigation, Resources. DJ: Project administration, Resources, Writing &#x2013; review &amp; editing, Funding acquisition. CX: Resources, Funding acquisition, Methodology, Writing &#x2013; review &amp; editing, Project administration, Supervision. KX: Supervision, Methodology, Validation, Writing &#x2013; review &amp; editing, Funding acquisition, Writing &#x2013; original draft, Resources.</p>
</sec>
<sec id="s9" 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. The authors gratefully acknowledge funding from the National Natural Science Foundation of China (42376109 and U21A20265), the Natural Science Foundation of Fujian Province (2022J01801), the China Agriculture Research System of MOF and MARA (CARS-50), the National Key Research and Development Plan for Key and Special Projects (2023YFD2400103), and the Regional Development Project of Fujian Science and Technology Program (2023N3002).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank LetPub (www.letpub.com.cn) for its linguistic assistance during the preparation of this manuscript.</p>
</ack>
<sec id="s10" 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="s11" 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="s12" 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>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barr&#xf3;n</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Duarte</surname> <given-names>C. M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Dissolved organic carbon pools and export from the coastal ocean</article-title>. <source>GBC</source> <volume>29</volume>, <fpage>1725</fpage>&#x2013;<lpage>1738</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/2014GB005056</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Beardall</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ihnken</surname> <given-names>S. S.</given-names>
</name>
<name>
<surname>Quigg</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Gross and net primary production: closing the gap between concepts and measurements</article-title>. <source>Aquat. Microb. Ecol.</source> <volume>56</volume>, <fpage>113</fpage>&#x2013;<lpage>122</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/ame01305</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Britton</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Cornwall</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Revill</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Hurd</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Ocean acidification reverses the positive effects of seawater pH fluctuations on growth and photosynthesis of the habitat-forming kelp, Ecklonia radiata</article-title>. <source>Sci. Rep.</source> <volume>6</volume>, <fpage>26036</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep26036</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brown</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>Gillooly</surname> <given-names>J. F.</given-names>
</name>
<name>
<surname>Allen</surname> <given-names>A. P.</given-names>
</name>
<name>
<surname>Savage</surname> <given-names>V. M.</given-names>
</name>
<name>
<surname>West</surname> <given-names>G. B.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Toward a metabolic theory of ecology</article-title>. <source>Ecology</source> <volume>85</volume>, <fpage>1771</fpage>&#x2013;<lpage>1789</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1890/03-9000</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ji</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Effect of hyposaline stress on the release of dissolved organic carbon from five common macroalgal species</article-title>. <source>Front. Mar. Sci.</source> <volume>9</volume>, <elocation-id>1106703</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmars.2022.1106703</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Ji</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Release of dissolved and particulate organic matter by marine macroalgae and its biogeochemical implications</article-title>. <source>Algal. Res.</source> <volume>52</volume>, <fpage>102096</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.algal.2020.102096</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Conitz</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Fagen</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Lindstrom</surname> <given-names>S. C.</given-names>
</name>
<name>
<surname>Gerald Plumley</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Stekoll</surname> <given-names>M. S.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Growth and pigmentation of juvenile Porphyra torta (Rhodophyta) gametophytes in response to nitrate, salinity and inorganic carbon</article-title>. <source>J. Appl. Phys.</source> <volume>13</volume>, <fpage>423</fpage>&#x2013;<lpage>431</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1023/A:1011976431508</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dickman</surname> <given-names>E. M.</given-names>
</name>
<name>
<surname>Vanni</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Horgan</surname> <given-names>M. J.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Interactive effects of light and nutrients on phytoplankton stoichiometry</article-title>. <source>Oecologia</source> <volume>149</volume>, <fpage>676</fpage>&#x2013;<lpage>689</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00442-006-0473-5</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dorte</surname> <given-names>K. J.</given-names>
</name>
<name>
<surname>Paul</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Oscar</surname> <given-names>S.</given-names>
</name>
<name>
<surname>N&#xfa;ria</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Pere</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Duarte</surname> <given-names>C. M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Sequestration of macroalgal carbon: The elephant in the Blue Carbon room</article-title>. <source>Biol. Lett.</source> <volume>14</volume>, <fpage>20180236</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1098/rsbl.2018.0236</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Endo</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Moriyama</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Okumura</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Photoinhibition and photoprotective responses of a brown marine macroalga acclimated to different light and nutrient regimes</article-title>. <source>Antioxidants</source> <volume>12</volume>, <fpage>357</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/antiox12020357</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Falkowski</surname> <given-names>P. G.</given-names>
</name>
<name>
<surname>Raven</surname> <given-names>J. A.</given-names>
</name>
</person-group> (<year>2013</year>). <source>Aquatic photosynthesis</source>. (<publisher-loc>Princeton, NJ</publisher-loc>: <publisher-name>Princeton University Press</publisher-name>).</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Finkel</surname> <given-names>Z. V.</given-names>
</name>
<name>
<surname>Beardall</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Flynn</surname> <given-names>K. J.</given-names>
</name>
<name>
<surname>Quigg</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Rees</surname> <given-names>T. A. V.</given-names>
</name>
<name>
<surname>Raven</surname> <given-names>J. A.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Phytoplankton in a changing world: cell size and elemental stoichiometry</article-title>. <source>J. Plank. Res.</source> <volume>32</volume>, <fpage>119</fpage>&#x2013;<lpage>137</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/plankt/fbp098</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Finkel</surname> <given-names>Z. V.</given-names>
</name>
<name>
<surname>Quigg</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Raven</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Reinfelder</surname> <given-names>J. R.</given-names>
</name>
<name>
<surname>Schofield</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Falkowski</surname> <given-names>P. G.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Irradiance and the elemental stoichiometry of marine phytoplankton</article-title>. <source>L&amp;O</source> <volume>51</volume>, <fpage>2690</fpage>&#x2013;<lpage>2701</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4319/lo.2006.51.6.2690</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haas</surname> <given-names>A. F.</given-names>
</name>
<name>
<surname>Naumann</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Struck</surname> <given-names>U.</given-names>
</name>
<name>
<surname>Mayr</surname> <given-names>C.</given-names>
</name>
<name>
<surname>El-Zibdah</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Wild</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Organic matter release by coral reef associated benthic algae in the Northern Red Sea</article-title>. <source>J. Exp. Mar. Biol. Ecol.</source> <volume>389</volume>, <fpage>53</fpage>&#x2013;<lpage>60</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jembe.2010.03.018</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hall</surname> <given-names>J. R.</given-names>
</name>
<name>
<surname>Herk&#xfc;l</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Baltar</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Hepburn</surname> <given-names>C. D.</given-names>
</name>
<name>
<surname>Martin</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Shifts in macroalgae composition alters carbon flow in Coastal Baltic Sea ecosystems: implications for dissolved organic carbon bioavailability and flux</article-title>. <source>Front. Mar. Sci.</source> <volume>11</volume>, <elocation-id>1384165</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmars.2024.1384165</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Harrison</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Hurd</surname> <given-names>C. L.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Nutrient physiology of seaweeds: application of concepts to aquaculture</article-title>. <source>Cah Biol. Mar.</source> <volume>42</volume>, <fpage>71</fpage>&#x2013;<lpage>82</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1750-1326-8-S1-O5</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hessen</surname> <given-names>D. O.</given-names>
</name>
<name>
<surname>Elser</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Sterner</surname> <given-names>R. W.</given-names>
</name>
<name>
<surname>Urabe</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Ecological stoichiometry: an elementary approach using basic principles</article-title>. <source>L&amp;O</source> <volume>58</volume>, <fpage>2219</fpage>&#x2013;<lpage>2236</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4319/lo.2013.58.6.2219</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hessen</surname> <given-names>D. O.</given-names>
</name>
<name>
<surname>Leu</surname> <given-names>E.</given-names>
</name>
<name>
<surname>F&#xe6;r&#xf8;vig</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Petersen</surname> <given-names>S. F.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Light and spectral properties as determinants of C: N: P-ratios in phytoplankton</article-title>. <source>Deep Sea Res. Pt II</source> <volume>55</volume>, <fpage>2169</fpage>&#x2013;<lpage>2175</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr2.2008.05.013</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ho</surname> <given-names>P. C.</given-names>
</name>
<name>
<surname>Nakajima</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Urabe</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Species-specific effects of leaf litter leachate on the aquatic microbial community and the ratio of heterotrophic to autotrophic biomass</article-title>. <source>FWB</source> <volume>69</volume>, <fpage>1727</fpage>&#x2013;<lpage>1737</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/fwb.v69.11</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Hurd</surname> <given-names>C. L.</given-names>
</name>
<name>
<surname>Harrison</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Bischof</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Lobban</surname> <given-names>C. S.</given-names>
</name>
</person-group> (<year>2014</year>). <source>Seaweed Ecology and Physiology</source> (<publisher-loc>Cambridge</publisher-loc>: <publisher-name>Cambridge University Press</publisher-name>).</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jim&#xe9;nez-Ramos</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Brun</surname> <given-names>F. G.</given-names>
</name>
<name>
<surname>P&#xe9;rez-Llor&#xe9;ns</surname> <given-names>J. L.</given-names>
</name>
<name>
<surname>Vergara</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Delgado-Cabezas</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Sena-Soria</surname> <given-names>N.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Resistance and recovery of benthic marine macrophyte communities to light reduction: insights from carbon metabolism and dissolved organic carbon (DOC) fluxes, and implications for resilience</article-title>. <source>Mar. Pollut. Bull.</source> <volume>188</volume>, <fpage>114630</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.marpolbul.2023.114630</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lapointe</surname> <given-names>B. E.</given-names>
</name>
<name>
<surname>Duke</surname> <given-names>C. S.</given-names>
</name>
</person-group> (<year>1984</year>). <article-title>Biochemical strategies for growth of <italic>Gracilaria tikvahiae</italic> (Rhodophyta) in relation to light intensity and nitrogen availability</article-title>. <source>J. Phycol</source>. <volume>20</volume>, <fpage>488</fpage>&#x2013;<lpage>495</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.0022-3646.1984.00488.x</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wakao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Fischer</surname> <given-names>B. B.</given-names>
</name>
<name>
<surname>Niyogi</surname> <given-names>K. K.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Sensing and responding to excess light</article-title>. <source>Annu. Rev. Plant Biol.</source> <volume>60</volume>, <fpage>239</fpage>&#x2013;<lpage>260</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev.arplant.58.032806.103844</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Lichtenthaler</surname> <given-names>H. K.</given-names>
</name>
<name>
<surname>Wellburn</surname> <given-names>A. R.</given-names>
</name>
</person-group> (<year>1983</year>). <article-title>Determinations of total carotenoids and chlorophylls a and b of leaf extracts in different solvents</article-title>. <source>Analysis</source> <volume>11</volume>, <fpage>591</fpage>&#x2013;<lpage>592</lpage>. doi: <pub-id pub-id-type="doi">10.1042/bst0110591</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lise Middelboe</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Juel Hansen</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Direct effects of pH and inorganic carbon on macroalgal photosynthesis and growth</article-title>. <source>Mar. Bio Res.</source> <volume>3</volume>, <fpage>134</fpage>&#x2013;<lpage>144</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/17451000701320556</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Littler</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Littler</surname> <given-names>D. S.</given-names>
</name>
</person-group> (<year>1980</year>). <article-title>The evolution of thallus form and survival strategies in benthic marine macroalgae: field and laboratory tests of a functional form model</article-title>. <source>Am. Nat.</source> <volume>116</volume>, <fpage>25</fpage>&#x2013;<lpage>44</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1086/283610</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Enhancing carbon dioxide fixation and co-production of protein and lutein in oleaginous coccomyxa subellipsoidea by a stepwise light intensity and nutrients feeding strategy</article-title>. <source>Bioresour. Technol.</source> <volume>376</volume>, <fpage>128885</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biortech.2023.128885</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mueller</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Den Haan</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Visser</surname> <given-names>P. M.</given-names>
</name>
<name>
<surname>Vermeij</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Van Duyl</surname> <given-names>F. C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Effect of light and nutrient availability on the release of dissolved organic carbon (DOC) by Caribbean turf algae</article-title>. <source>Sci. Rep.</source> <volume>6</volume>, <fpage>23248</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep23248</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ni</surname> <given-names>Z.-J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y.-S.</given-names>
</name>
<name>
<surname>Chu</surname> <given-names>H.-Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M.-L.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Y.-Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Synergetic effect of light and nutrients on the release of dissolved organic carbon from juveniles of Saccharina japonica</article-title>. <source>Acta Hydrobiol. Sinica</source> <volume>46</volume>, <fpage>1909</fpage>&#x2013;<lpage>1915</lpage>. doi: <pub-id pub-id-type="doi">10.7541/2022.2021.0307</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Norici</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Bazzoni</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Pugnetti</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Raven</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Giordano</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Impact of irradiance on the C allocation in the coastal marine diatom Skeletonema marinoi Sarno and Zingone</article-title>. <source>Plant Cell Environ.</source> <volume>34</volume>, <fpage>1666</fpage>&#x2013;<lpage>1677</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3040.2011.02362.x</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ortega</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Geraldi</surname> <given-names>N. R.</given-names>
</name>
<name>
<surname>Alam</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Kamau</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Acinas</surname> <given-names>S. G.</given-names>
</name>
<name>
<surname>Logares</surname> <given-names>R.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Important contribution of macroalgae to oceanic carbon sequestration</article-title>. <source>Nat. Geosci.</source> <volume>12</volume>, <fpage>748</fpage>&#x2013;<lpage>754</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41561-019-0421-8</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Paine</surname> <given-names>E. R.</given-names>
</name>
<name>
<surname>Schmid</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Boyd</surname> <given-names>P. W.</given-names>
</name>
<name>
<surname>Diaz-Pulido</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Hurd</surname> <given-names>C. L.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Rate and fate of dissolved organic carbon release by seaweeds: a missing link in the coastal ocean carbon cycle</article-title>. <source>J. Phycol.</source> <volume>57</volume>, <fpage>1375</fpage>&#x2013;<lpage>1391</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/jpy.13198</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raven</surname> <given-names>J. A.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>The cost of photoinhibition</article-title>. <source>Physiol. plant.</source> <volume>142</volume>, <fpage>87</fpage>&#x2013;<lpage>104</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1399-3054.2011.01465.x</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raven</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Blue carbon: past, present and future, with emphasis on macroalgae</article-title>. <source>Biol. Lett.</source> <volume>14</volume>, <fpage>20180336</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1098/rsbl.2018.0336</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raven</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Hurd</surname> <given-names>C. L.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Ecophysiology of photosynthesis in macroalgae</article-title>. <source>Photosynth. Res.</source> <volume>113</volume>, <fpage>105</fpage>&#x2013;<lpage>125</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11120-012-9768-z</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Redfield</surname> <given-names>A. C.</given-names>
</name>
</person-group> (<year>1934</year>). <source>On the proportions of organic derivatives in sea water and their relation to the composition of plankton</source> (<publisher-loc>Liverpool</publisher-loc>: <publisher-name>University press of Liverpool</publisher-name>).</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schr&#xf6;ter</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Cramer</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Leemans</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Prentice</surname> <given-names>I. C.</given-names>
</name>
<name>
<surname>Ara&#xfa;jo</surname> <given-names>M. B.</given-names>
</name>
<name>
<surname>Arnell</surname> <given-names>N. W.</given-names>
</name>
<etal/>
</person-group>. (<year>2005</year>). <article-title>Ecosystem service supply and vulnerability to global change in Europe</article-title>. <source>Science</source> <volume>310</volume>, <fpage>1333</fpage>&#x2013;<lpage>1337</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.1115233</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shen</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Benner</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Mixing it up in the ocean carbon cycle and the removal of refractory dissolved organic carbon</article-title>. <source>Sci. Rep.</source> <volume>8</volume>, <fpage>2542</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-018-20857-5</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Starr</surname> <given-names>R. C.</given-names>
</name>
<name>
<surname>Zeikus</surname> <given-names>J. A.</given-names>
</name>
</person-group> (<year>1993</year>). <article-title>Utex&#x2013;the culture collection of algae at the University of Texas At Austin 1993 list of cultures</article-title>. <source>J. Phycol.</source> <volume>29</volume>, <fpage>1</fpage>&#x2013;<lpage>106</lpage>. doi: 10.1111j.0022-3646.1993.00001.x
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>W. G.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>The effects of temperature, light intensity, and photoperiod on the organic carbon release rate of Sargassum horneri seaweed</article-title>. <source>Prog. Fish. Sci.</source> <volume>45</volume>, <fpage>46</fpage>&#x2013;<lpage>54</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.19663/j.issn2095-9869.20230309002</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S.-L.</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Slowinski</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Carbonate mineral dissolution and photosynthesis-induced precipitation regulate inorganic carbon cycling along the karst river-reservoir continuum, SW China</article-title>. <source>J. Hydrol.</source> <volume>615</volume>, <fpage>128621</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jhydrol.2022.128621</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wernberg</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Thomsen</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Tuya</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Kendrick</surname> <given-names>G. A.</given-names>
</name>
<name>
<surname>Staehr</surname> <given-names>P. A.</given-names>
</name>
<name>
<surname>Toohey</surname> <given-names>B. D.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Decreasing resilience of kelp beds along a latitudinal temperature gradient: potential implications for a warmer future</article-title>. <source>Ecol. Lett.</source> <volume>13</volume>, <fpage>685</fpage>&#x2013;<lpage>694</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1461-0248.2010.01466.x</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>West</surname> <given-names>G. B.</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>Enquist</surname> <given-names>B. J.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>A general model for ontogenetic growth</article-title>. <source>Nature</source> <volume>413</volume>, <fpage>628</fpage>&#x2013;<lpage>631</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/35098076</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Ji</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Differences in organic carbon release between conchocelis and thalli of Pyropia haitanensis and responses to changes in light intensity and pH</article-title>. <source>Algal. Res.</source> <volume>61</volume>, <fpage>102574</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.algal.2021.102574</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Ji</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Effects of nutrient availability on the release of dissolved and particulate organic carbon by Pyropia haitanensis and its implications</article-title>. <source>Front. Mar. Sci.</source> <volume>8</volume>, <elocation-id>696938</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmars.2021.696938</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Chai</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>W.</given-names>
</name>
<name>
<surname>He</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Cultivation of seaweed Gracilaria in Chinese coastal waters and its contribution to environmental improvements</article-title>. <source>Algal. Res.</source> <volume>9</volume>, <fpage>236</fpage>&#x2013;<lpage>244</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.algal.2015.03.017</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yi</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S.-L.</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Bao</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>The influence of the deep subtropical reservoir on the karstic riverine carbon cycle and its regulatory factors: Insights from the seasonal and hydrological changes</article-title>. <source>Water Res.</source> <volume>226</volume>, <fpage>119267</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.watres.2022.119267</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Z.-F.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Z.-J.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Z.-D.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Z.-Y.</given-names>
</name>
<name>
<surname>Qin</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Han</surname> <given-names>T.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Effects of instantaneous changes in temperature, light, and salinity on the dynamics of dissolved organic carbon release by Sargassum thunbergii</article-title>. <source>Mar. Pollut. Bull.</source> <volume>190</volume>, <fpage>114865</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.marpolbul.2023.114865</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>