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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2021.733240</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>Distribution of Coomassie Blue Stainable Particles in the Pearl River Estuary, China, Insight Into the Nitrogen Cycling in Estuarine System</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Sun</surname> <given-names>Cui-Ci</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="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/564059/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yue</surname> <given-names>Wei-Zhong</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="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname> <given-names>You-Shao</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="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1490005/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>He</surname> <given-names>Wei-Hong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Hong</surname> <given-names>Yi-Guo</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/193543/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Sun</surname> <given-names>Fu-Lin</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>
<uri xlink:href="http://loop.frontiersin.org/people/293151/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Cheng</surname> <given-names>Hao</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>
<uri xlink:href="http://loop.frontiersin.org/people/1176775/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Mei-Lin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/306871/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jiang</surname> <given-names>Zhao-Yu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Jiao</surname> <given-names>Fei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/814187/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Yu-Tu</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>State Key Laboratory of Tropical Oceanography, South China Sea Institute of Oceanology, Chinese Academy of Sciences</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Daya Bay Marine Biology Research Station, Chinese Academy of Sciences</institution>, <addr-line>Shenzhen</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Institute of Environmental Research at Greater Bay, Guangzhou University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Jun Sun, China University of Geosciences Wuhan, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Haiyan Jin, Second Institute of Oceanography, Ministry of Natural Resources, China; Xianghui Guo, Xiamen University, China; Jiayi Pan, Jiangxi Normal University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: You-Shao Wang, <email>yswang@scsio.ac.cn</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Marine Biogeochemistry, a section of the journal Frontiers in Marine Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>733240</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Sun, Yue, Wang, He, Hong, Sun, Cheng, Wu, Jiang, Jiao and Wang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Sun, Yue, Wang, He, Hong, Sun, Cheng, Wu, Jiang, Jiao and Wang</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>Distributions of Coomassie Blue stainable particles (CSP), the sources and transports, as well as their implications for nitrogen biogeochemical cycles in the Pearl River estuary (PRE) were investigated during two cruises in August 2016 and January 2017. CSP<sub>color</sub> concentrations (CSP concentration determined spectrophotometrically) were 73.7&#x2013;685.3 &#x03BC;g BSA eq L<sup>&#x2013;1</sup> [&#x03BC;g Bovine serum albumin (BSA) equivalent liter<sup>&#x2013;1</sup>] in August 2016 and 100.6&#x2013;396.4 &#x03BC;g BSA eq L<sup>&#x2013;1</sup> in January 2017, respectively. CSP concentrations were high in low-salinity waters (&#x003C;5), and declined from the river to the middle estuary by 80% in the wet season and 55.6% in the dry season, respectively, then increased again in the lower estuary due to high primary production. CSP concentrations were mainly associated with chlorophyll <italic>a</italic> (Chl <italic>a</italic>) concentration except for the turbid mixing zone, suggesting that autochthonous phytoplankton production served as the primary source of CSP in the PRE. The concentrations of nitrogen (N) as CSP in the PRE were comparable to the nitrogen content of particulate hydrolysable amino acids (PHAA). Pictures of CSP taken by microscopy and the correlation between composition of PHAA and the ratio of Chl <italic>a</italic>/CSP<sub>color</sub> showed that CSP were relatively degraded due to delivery of old terrestrial protein to river section and extensive microbial degradation during mixing at the upper and middle parts of the estuary, whereas CSP in lower estuary appeared to be more labile due to higher fresh algal production. The contribution of CSP nitrogen (CSP-N) to the particulate nitrogen (PN) pool was 34.98% in summer and 30.8% in winter. The conservative estimate of CSP-N input flux in the Pearl River Delta was about 6 &#x00D7; 10<sup>6</sup> mol N d<sup>&#x2013;1</sup>. These results suggested that CSP was a significant pool of organic nitrogen in the PRE. The study of CSP composition in terms of nitrogen provides new insight into the roles of CSP on nitrogen biogeochemical processes in the turbid and productive estuarine system.</p>
</abstract>
<kwd-group>
<kwd>Coomassie Blue stainable particles (CSP)</kwd>
<kwd>the Pearl River estuary</kwd>
<kwd>particulate nitrogen</kwd>
<kwd>particulate hydrolysable amino acids</kwd>
<kwd>nitrogen cycle</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="71"/>
<page-count count="13"/>
<word-count count="8984"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Organic microgel particles are ubiquitous in the aquatic ecosystems of the world (<xref ref-type="bibr" rid="B46">Passow, 2002</xref>; <xref ref-type="bibr" rid="B42">Mari et al., 2017</xref>). The discovery of abundant gel-like particles, such as the proteinaceous Coomassie Blue stainable particles (CSP) and the transparent exopolymer particles (TEP) have gathered attention and highlighted the importance of organic microgel-like particles in marine ecological and biogeochemical processes in the world (<xref ref-type="bibr" rid="B55">Verdugo, 2012</xref>). Two mechanisms for the production of gel particles have been identified: (1) Exopolymer fibrils and colloids can be aggregated by physical processes (<xref ref-type="bibr" rid="B18">Engel et al., 2004</xref>; <xref ref-type="bibr" rid="B2">Burd and Jackson, 2009</xref>) or by the abiotic process from spontaneous coagulation of dissolved organic matter (OM) to particulate gels (<xref ref-type="bibr" rid="B6">Chin et al., 1998</xref>); (2) Gel particles can also be produced by the sloughing of mucus or lysis of phytoplankton cells (<xref ref-type="bibr" rid="B52">Thornton, 2004</xref>). Since CSP size varies over a broad size spectrum, their protein may potentially be utilized by a variety of organisms (<xref ref-type="bibr" rid="B41">Mari and Kiorboe, 1996</xref>; <xref ref-type="bibr" rid="B34">Lemarchand et al., 2006</xref>). Therefore, microgel-like particles establish an important link between the microbial loop and classic food webs (<xref ref-type="bibr" rid="B12">Dilling et al., 1998</xref>; <xref ref-type="bibr" rid="B22">Grossart et al., 1998</xref>). CSP and TEP are dissimilar particles in terms of their vertical distributions and sources (<xref ref-type="bibr" rid="B9">Cisternas-Novoa et al., 2015</xref>). In addition, CSP can be more easily degraded by heterotrophs and have a short turnover time, whereas TEP are more prone to aggregation, potentially promoting downward transport of OM (<xref ref-type="bibr" rid="B16">Engel et al., 2015</xref>; <xref ref-type="bibr" rid="B49">Sun et al., 2018</xref>). Previous studies demonstrated that CSP concentration was closely and positively related to the Chl <italic>a</italic> concentration (<xref ref-type="bibr" rid="B16">Engel et al., 2015</xref>; <xref ref-type="bibr" rid="B71">Ziervogel et al., 2016</xref>; <xref ref-type="bibr" rid="B53">Thornton, 2018</xref>). In coastal waters and lakes, CSP can range between 10<sup>6</sup> and 10<sup>8</sup> L<sup>&#x2013;1</sup> (<xref ref-type="bibr" rid="B37">Long and Azam, 1996</xref>; <xref ref-type="bibr" rid="B34">Lemarchand et al., 2006</xref>; <xref ref-type="bibr" rid="B53">Thornton, 2018</xref>). However, most studies are investigating CSP in ocean and freshwater, few data are available on measurement of CSP abundance and dynamics in estuarine systems (<xref ref-type="bibr" rid="B34">Lemarchand et al., 2006</xref>; <xref ref-type="bibr" rid="B15">Engel and Galgani, 2016</xref>; <xref ref-type="bibr" rid="B62">Yue et al., 2018</xref>), and their roles in biogeochemical and ecological processes remain largely unknown.</p>
<p>Estuaries are among the most challenging environments in which to investigate the sources, transformation and fates of particulate and dissolved OMs (<xref ref-type="bibr" rid="B27">Hedges and Keil, 1999</xref>). CSP serve as a potential source of bioavailable nitrogen (<xref ref-type="bibr" rid="B9">Cisternas-Novoa et al., 2015</xref>; <xref ref-type="bibr" rid="B53">Thornton, 2018</xref>), therefore, information on the dynamics of CSP can provide a new insight to nitrogen cycling in estuaries system.</p>
<p>The Pearl River estuary (PRE) is a highly dynamic estuary along the South China coast (<xref ref-type="fig" rid="F1">Figure 1</xref>). The PRE receives 3.26 &#x00D7; 10<sup>11</sup> m<sup>3</sup> of fresh water annually from the Pearl River and transports 85 &#x00D7; 10<sup>6</sup> tons of suspended particulate matter to the South China Sea (<xref ref-type="bibr" rid="B67">Zhang et al., 1999</xref>; <xref ref-type="bibr" rid="B35">Li et al., 2006</xref>). It is the second-largest river in China in terms of flow, and approximate 80% of the total river discharge takes place in the rainy season (from April to September) (<xref ref-type="bibr" rid="B69">Zhao, 1990</xref>). Most area of the PRE is shallow with depth &#x003C;10 m, except for the area around the outer islands and the deep channels with depth &#x003E;20 m. In the Pearl River basin, about 80% of the suspended solids settle in the Pearl River Delta and 20% are transported out of the adjacent waters, indicating the strong trapping effect of the PRE.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Sampling stations of the Pearl River estuary.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-733240-g001.tif"/>
</fig>
<p>In the 1980s, the OM in the PRE mainly originated from the terrestrial soil (<xref ref-type="bibr" rid="B20">Gao et al., 2002</xref>). However, since the 1990s, the interception of large reservoirs in the upper reaches of the Pearl River reduced OM concentration in suspended sediment and land-sourced inputs (<xref ref-type="bibr" rid="B66">Zhan et al., 2019</xref>). On the contrary, a large amount of anthropogenic reactive nitrogen was discharged into the PRE being the increasing human activities (agriculture, industry, urbanization, etc.) from the Pearl River Basin and coastal areas (<xref ref-type="bibr" rid="B31">Huang et al., 2003</xref>; <xref ref-type="bibr" rid="B10">Dai et al., 2006</xref>), which greatly promoted the growth of phytoplankton in the PRE. As a result, the sources of OM in the Pearl River Delta have changed in the last 30 years, particularly in the southern waters below the Humen outlet, where the contribution of estuarine biogenic particulate matter to total OM pool has increased (<xref ref-type="bibr" rid="B26">He B. et al., 2010</xref>; <xref ref-type="bibr" rid="B25">He B. Y. et al., 2010</xref>). Thus, it can be assumed that autochthonous CSP are abundant and contribute substantially to organic C and N in the PRE. The recent study showed that sedimentary nitrogen removal mainly depended on particulate OM (POM; allochthonous or autochthonous) deposited onto sediments, rather than inorganic forms in overlying water in the PRE (<xref ref-type="bibr" rid="B51">Tan et al., 2019</xref>). Addition of high concentration of <italic>Skeletonema costatum</italic> and particulate polysaccharides to the sediment can accelerate nitrification and denitrification through the remineralization process (<xref ref-type="bibr" rid="B63">Yue et al., 2020</xref>), implying that CSP dynamics, such as their distribution, settling and transport throughout the estuary might have a potential effect on the nitrogen removal in estuaries.</p>
<p>Extensive research effort has been made to improve the understanding of N origin, distribution, and fate in the PRE (<xref ref-type="bibr" rid="B5">Chen et al., 2004</xref>; <xref ref-type="bibr" rid="B68">Zhang et al., 2014</xref>; <xref ref-type="bibr" rid="B60">Ye et al., 2015</xref>, <xref ref-type="bibr" rid="B59">2016</xref>), particularly for summer when the terrestrial input is high. However, the characteristic of CSP in the PRE are largely unknown.</p>
<p>In this paper, it was aimed to address the following research questions: (1) What are the spatial patterns of CSP concentrations in the PRE? (2) How do CSP characteristics vary with physical and bio-chemical parameters, such as particulate hydrolysable amino acids (PHAA) and Chl <italic>a</italic>; (3) What are their origins and fate in the PRE and what are the contributions of CSP on the particulate nitrogen (PN) pool in the PRE?</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Sampling and Analysis of Chemical Parameters</title>
<p>Two cruises were conducted by the vessel with a gross tonnage of &#x223C;100 tons from 15 to 18 August 2016 and from 9 to 12 January 2017, respectively. Water samples were collected near the surface (0.5 m depth) and bottom (0.5 m above bottom) layers in the PRE, using 5.0-L Niskin bottle (<xref ref-type="fig" rid="F1">Figure 1</xref>). <italic>In situ</italic> environmental factors (salinity, pH, turbidity, and temperature) were measured using a YSI 6600 sonde (YSI Inc., United States). Chl <italic>a</italic> concentrations were determined after extraction in 90% acetone overnight (<xref ref-type="bibr" rid="B45">Parsons et al., 1984</xref>).</p>
<p>CSP<sub>color</sub> concentration was the concentration of CSP determined spectrophotometrically after staining with a solution of 0.04% Coomassie Brilliant Blue (CBB, G-250) following the method of <xref ref-type="bibr" rid="B8">Cisternas-Novoa et al. (2014)</xref>. Briefly, 10&#x2013;50 mL water samples from the PRE were filtered onto 25 mm polycarbonate filters (0.4-&#x03BC;m) using low and constant vacuum (&#x003C;150 mbar). The filters then were stained with 0.5 mL of CBB for 30 s. Then the filters were rinsed with Milli-Q water until the excess dye was removed. All filters were prepared in duplicate. Stained filters were transferred into 4 mL of extraction buffer (3% sodium dodecyl sulfate in 50% isopropyl alcohol) in 15 mL polypropylene tubes. Tubes were then sonicated at 37&#x00B0;C for 2 h. Absorbance of the solution was recorded at 615 nm using spectrophotometry. Milli-Q water was used for blanks in the same way. Bovine serum albumin (BSA) was used as standard (<xref ref-type="bibr" rid="B8">Cisternas-Novoa et al., 2014</xref>). As the measurement of CSP was calibrated using BSA, it could be effective way to convert CSP concentrations to nitrogen concentrations. The conversion assumes that CSP from the PRE bonds with Coomassie Blue in the same manner with BSA. Concentration of protein-N in CSP was calculated using the % N of the BSA (16%) supplied by the manufacturer (Sigma Chemical Co.) (<xref ref-type="bibr" rid="B13">Dortch et al., 1984</xref>), and the unit of CSP-N is &#x03BC;mol BSA-N-eq. L<sup>&#x2013;1</sup>.</p>
<p>CSP abundances and equivalent spherical diameter (ESD) were measured by microscopy (<xref ref-type="bibr" rid="B14">Engel, 2009</xref>). Two to thirty mL were filtered (&#x003C;150 mbar) onto polycarbonate membrane filters (0.4 &#x03BC;m) with Milli-Q water as blanks. The filters were stained with 0.5 mL CBB working solution and rinsed with Milli-Q water to remove excessive CBB. Then, filters were placed onto Cytoclear slides and stored at &#x2013;20&#x00B0;C until analysis. Images were taken at a magnification of &#x00D7; 200 with a light microscope (Olympus BX53, Japan), and CSP abundance and ESD were determined by using Image J software. The abundance of CSP adsorbed with silt and debris materials was determined using particle recognition on filters and image processing similar to the method used by <xref ref-type="bibr" rid="B7">Cisternas-Novoa et al. (2019)</xref>. The blue channel pictures were used to quantify silt or detritus attached CSP after RGB split. In this way, silt, sand, and debris particles were readily distinguished from CSP stained blue.</p>
<p>A subsample of water (200&#x2013;500 ml) was filtered onto Whatman GF/F filters in duplicate (&#x003C;150 mbar) for PN and PHAA. For PN, carbonates were removed by exposing filters to fuming HCl for 12 h, and then filters were dried at 60&#x00B0;C overnight. Filters were put into tin cups and PN was determined using elemental analyzer (Elementar, vario EL cube) calibrated with an acetanilide standard according to <xref ref-type="bibr" rid="B48">Sharp (1974)</xref>. For PHAA samples at S1, S4, S6, and S8, analysis was performed with some modifications following <xref ref-type="bibr" rid="B19">Fitznar et al. (1999)</xref>. Duplicate GF/F filters were hydrolyzed with HCl (16%, 20 mL) and 100 &#x03BC;L of 1 mmol L<sup>&#x2013;1</sup> ascorbic acid inside sealed glass ampoules at 110&#x00B0;C for 24 h. Thirteen derivative amino acids (AAs) serine (Ser), arginine (Arg), glutamic acid (GlX), aspartic acid (AsX), glycine (Gly), threonine (Thr), tyrosine (Tyr), valine (Val), alanine (Ala), phenylalanine (Phe), isoleucine (Ile), leucine (Leu), gamma-amino-butyric acid (GABA) were separated on a 1260HPLC (Agilent) with a Phenomenex&#x2122; Hyperclone column (BDS C18,150 &#x00D7; 4 mm) with guard column (4 &#x00D7; 2 mm) after derivatization with o-phthalaldehyde and mercaptoethanol. The internal standard was &#x03B1;-amino butyric acid (Aba). The relative standard deviation was &#x003C;5%.</p>
</sec>
<sec id="S2.SS2">
<title>Statistics</title>
<p>CSP spatial differences were measured by Paired-sample <italic>t</italic>-test. Difference of CSP between each station was determined by Tukey HSD test. Pearson correlation was used to analyze the correlations between CSP properties and environmental factors. Statistical analysis was performed using Origin 8.0 (OriginLab Corporation, United States) software.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>The Physical Characteristics of Sample Locations in the Pearl River Estuary</title>
<p>The freshwater discharge from the Pearl River delta was about 552 &#x00D7; 10<sup>9</sup> m<sup>3</sup> in August 2016 and 89 &#x00D7; 10<sup>9</sup> m<sup>3</sup> in January 2017, respectively (Data from the Zhujiang Sediment Bulletin, 2016 and 2017)<sup><xref ref-type="fn" rid="footnote1">1</xref></sup>. Vertical profiles of salinity showed distinct seasonal pattern driven by river runoff and monsoon strength. Water was stratified in the mid- and lower- estuary during the summer cruise of 2016 (<xref ref-type="fig" rid="F2">Figure 2A</xref>). During the winter cruise, however, the estuary was well mixed based on salinity profiles, due to the river runoff reduction and the increased northeast winds (<xref ref-type="fig" rid="F2">Figure 2B</xref>). The environmental factors are given in <xref ref-type="table" rid="T1">Table 1</xref>. Low dissolved oxygen concentration occurred in the upper section during summer and winter. Dissolved oxygen concentration below 2 mgL<sup>&#x2013;1</sup> at S1 in bottom during summer indicating hypoxia at bottom. S5 and S6 are in the edge of west channel of the estuary. High turbidity at S5 and S6 at bottom was closely related to the intrusion of salt water and resuspension of sediment.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Vertical distribution of salinity in the Pearl River estuary in <bold>(A)</bold> August 2016 and <bold>(B)</bold> January 2017.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-733240-g002.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Environmental factors in the Pearl River estuary during August 2016 and January 2017 cruise.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Stations</td>
<td valign="top" align="center">Cruise</td>
<td valign="top" align="center" colspan="2">DO (mg L<sup>&#x2013;1</sup>)<hr/></td>
<td valign="top" align="center" colspan="2">pH<hr/></td>
<td valign="top" align="center" colspan="2">Temperature (&#x00B0;<italic>C</italic>)<hr/></td>
<td valign="top" align="center" colspan="2">Turbidity (NTU)<hr/></td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">Surface</td>
<td valign="top" align="center">Bottom</td>
<td valign="top" align="center">Surface</td>
<td valign="top" align="center">Bottom</td>
<td valign="top" align="center">Surface</td>
<td valign="top" align="center">Bottom</td>
<td valign="top" align="center">Surface</td>
<td valign="top" align="center">Bottom</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">S1</td>
<td valign="top" align="center">August, 2016</td>
<td valign="top" align="center">2.23</td>
<td valign="top" align="center">1.58</td>
<td valign="top" align="center">6.86</td>
<td valign="top" align="center">6.77</td>
<td valign="top" align="center">30.24</td>
<td valign="top" align="center">29.28</td>
<td valign="top" align="center">25.5</td>
<td valign="top" align="center">32.8</td>
</tr>
<tr>
<td valign="top" align="left">S2</td>
<td/>
<td valign="top" align="center">3.55</td>
<td valign="top" align="center">3.09</td>
<td valign="top" align="center">6.58</td>
<td valign="top" align="center">6.34</td>
<td valign="top" align="center">29.33</td>
<td valign="top" align="center">28.85</td>
<td valign="top" align="center">14.3</td>
<td valign="top" align="center">23.3</td>
</tr>
<tr>
<td valign="top" align="left">S3</td>
<td/>
<td valign="top" align="center">4.74</td>
<td valign="top" align="center">1.75</td>
<td valign="top" align="center">6.8</td>
<td valign="top" align="center">6.85</td>
<td valign="top" align="center">29.04</td>
<td valign="top" align="center">27.58</td>
<td valign="top" align="center">27.5</td>
<td valign="top" align="center">38.2</td>
</tr>
<tr>
<td valign="top" align="left">S4</td>
<td/>
<td valign="top" align="center">5.50</td>
<td valign="top" align="center">4.68</td>
<td valign="top" align="center">7.32</td>
<td valign="top" align="center">7.38</td>
<td valign="top" align="center">28.44</td>
<td valign="top" align="center">27.85</td>
<td valign="top" align="center">12.4</td>
<td valign="top" align="center">25.9</td>
</tr>
<tr>
<td valign="top" align="left">S5</td>
<td/>
<td valign="top" align="center">6.65</td>
<td valign="top" align="center">6.86</td>
<td valign="top" align="center">7.46</td>
<td valign="top" align="center">7.53</td>
<td valign="top" align="center">27.4</td>
<td valign="top" align="center">26.11</td>
<td valign="top" align="center">35.7</td>
<td valign="top" align="center">37.5</td>
</tr>
<tr>
<td valign="top" align="left">S6</td>
<td/>
<td valign="top" align="center">6.17</td>
<td valign="top" align="center">6.53</td>
<td valign="top" align="center">7.36</td>
<td valign="top" align="center">7.5</td>
<td valign="top" align="center">30.19</td>
<td valign="top" align="center">27.94</td>
<td valign="top" align="center">46.3</td>
<td valign="top" align="center">97.3</td>
</tr>
<tr>
<td valign="top" align="left">S7</td>
<td/>
<td valign="top" align="center">6.50</td>
<td valign="top" align="center">6.71</td>
<td valign="top" align="center">7.89</td>
<td valign="top" align="center">7.92</td>
<td valign="top" align="center">27.14</td>
<td valign="top" align="center">26.32</td>
<td valign="top" align="center">18.1</td>
<td valign="top" align="center">32.6</td>
</tr>
<tr>
<td valign="top" align="left">S8</td>
<td/>
<td valign="top" align="center">7.21</td>
<td valign="top" align="center">7.12</td>
<td valign="top" align="center">8.01</td>
<td valign="top" align="center">8.09</td>
<td valign="top" align="center">27.19</td>
<td valign="top" align="center">23.68</td>
<td valign="top" align="center">17.6</td>
<td valign="top" align="center">23.7</td>
</tr>
<tr>
<td valign="top" align="left">S1</td>
<td valign="top" align="center">January, 2017</td>
<td valign="top" align="center">2.76</td>
<td valign="top" align="center">2.43</td>
<td valign="top" align="center">7.01</td>
<td valign="top" align="center">6.98</td>
<td valign="top" align="center">19.28</td>
<td valign="top" align="center">19.07</td>
<td valign="top" align="center">29.1</td>
<td valign="top" align="center">24.8</td>
</tr>
<tr>
<td valign="top" align="left">S2</td>
<td/>
<td valign="top" align="center">3.07</td>
<td valign="top" align="center">2.91</td>
<td valign="top" align="center">7.36</td>
<td valign="top" align="center">7.35</td>
<td valign="top" align="center">20.57</td>
<td valign="top" align="center">20.31</td>
<td valign="top" align="center">16.8</td>
<td valign="top" align="center">21.2</td>
</tr>
<tr>
<td valign="top" align="left">S3</td>
<td/>
<td valign="top" align="center">5.92</td>
<td valign="top" align="center">5.58</td>
<td valign="top" align="center">7.46</td>
<td valign="top" align="center">7.50</td>
<td valign="top" align="center">20.62</td>
<td valign="top" align="center">20.42</td>
<td valign="top" align="center">18.4</td>
<td valign="top" align="center">20.5</td>
</tr>
<tr>
<td valign="top" align="left">S4</td>
<td/>
<td valign="top" align="center">7.02</td>
<td valign="top" align="center">6.77</td>
<td valign="top" align="center">7.48</td>
<td valign="top" align="center">7.52</td>
<td valign="top" align="center">20.93</td>
<td valign="top" align="center">20.48</td>
<td valign="top" align="center">20.4</td>
<td valign="top" align="center">35.1</td>
</tr>
<tr>
<td valign="top" align="left">S5</td>
<td/>
<td valign="top" align="center">7.84</td>
<td valign="top" align="center">7.80</td>
<td valign="top" align="center">7.54</td>
<td valign="top" align="center">7.58</td>
<td valign="top" align="center">20.16</td>
<td valign="top" align="center">19.96</td>
<td valign="top" align="center">38.8</td>
<td valign="top" align="center">119.2</td>
</tr>
<tr>
<td valign="top" align="left">S6</td>
<td/>
<td valign="top" align="center">7.80</td>
<td valign="top" align="center">7.69</td>
<td valign="top" align="center">8.19</td>
<td valign="top" align="center">8.16</td>
<td valign="top" align="center">19.67</td>
<td valign="top" align="center">19.41</td>
<td valign="top" align="center">40.2</td>
<td valign="top" align="center">76.8</td>
</tr>
<tr>
<td valign="top" align="left">S7</td>
<td/>
<td valign="top" align="center">7.68</td>
<td valign="top" align="center">7.54</td>
<td valign="top" align="center">8.12</td>
<td valign="top" align="center">8.13</td>
<td valign="top" align="center">19.53</td>
<td valign="top" align="center">19.3</td>
<td valign="top" align="center">18.2</td>
<td valign="top" align="center">20.1</td>
</tr>
<tr>
<td valign="top" align="left">S8</td>
<td/>
<td valign="top" align="center">7.89</td>
<td valign="top" align="center">7.74</td>
<td valign="top" align="center">8.23</td>
<td valign="top" align="center">8.23</td>
<td valign="top" align="center">19.49</td>
<td valign="top" align="center">19.12</td>
<td valign="top" align="center">17.3</td>
<td valign="top" align="center">18.2</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S3.SS2">
<title>Concentration of CSP and Chlorophyll <italic>a</italic></title>
<p><xref ref-type="fig" rid="F3">Figure 3</xref> shows the variation of Chl <italic>a</italic> and CSP<sub>color</sub> concentrations during two cruises. In the summer cruise, CSP<sub>color</sub> concentrations ranged between 73.7 and 685.3 &#x03BC;g BSA eq L<sup>&#x2013;1</sup>, with an average of 325 &#x00B1; 227 &#x03BC;g BSA eq L<sup>&#x2013;1</sup> (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Chl <italic>a</italic> concentration in the surface was reduced from 17.3 &#x03BC;g L<sup>&#x2013;1</sup> at S2 in zone 1 to the lowest value 3.6 &#x03BC;g L<sup>&#x2013;1</sup> at S5 in zone 2. High Chl <italic>a</italic> concentration was also found at more oceanic station (S8) with 15.6 &#x03BC;g L<sup>&#x2013;1</sup> in the surface water. Similar to the distribution of Chl <italic>a</italic>, concentrations of CSP in surface were significantly higher in zone 1 (river section) and zone 3 than those in zone 2 (<italic>t</italic>-test; <italic>p</italic> &#x003C; 0.05). CSP<sub>color</sub> concentration in the bottom was significantly higher than that in the surface (<xref ref-type="fig" rid="F3">Figure 3B</xref>) (<italic>t</italic>-test; <italic>p</italic> &#x003C; 0.05).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Spatial variations of Chl <italic>a</italic> and of CSP<sub>color</sub> concentration in the Pearl River estuary in August 2016 [<bold>(A)</bold> surface and <bold>(B)</bold> bottom] and January 2017 [<bold>(C)</bold> surface and <bold>(D)</bold> bottom].</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-733240-g003.tif"/>
</fig>
<p>During the January 2017 cruise, CSP<sub>color</sub> concentrations ranged from 106.4 to 396.4 &#x03BC;g BSA eq L<sup>&#x2013;1</sup>, with an average of 246 &#x00B1; 80 &#x03BC;g BSA eq L<sup>&#x2013;1</sup> (<xref ref-type="fig" rid="F3">Figures 3C,D</xref>). High concentrations in surface were found at the lower estuary (<xref ref-type="fig" rid="F3">Figure 3C</xref>). CSP<sub>color</sub> concentrations in the surface and the bottom was not significant different during winter (<italic>t</italic>-test; <italic>p</italic> &#x003C; 0.05). The spatial variation of Chl <italic>a</italic> concentration during the winter cruise showed a similar pattern as in summer except for the sample at station S8, which showed a decrease from S7.</p>
<p>Although CSP showed a similar spatial distribution as Chl <italic>a</italic>, no overall significant correlation was observed between the CSP<sub>color</sub> and Chl <italic>a</italic> concentration (<italic>p</italic> &#x003E; 0.05, <italic>n</italic> = 32). CSP<sub>(ESD &#x2265; = 2 &#x03BC;m)</sub> abundance in the surface was ranging from 6.4 &#x00D7; 10<sup>6</sup> L<sup>&#x2013;1</sup> to 9.2 &#x00D7; 10<sup>7</sup> L<sup>&#x2013;1</sup> and from 1.3 &#x00D7; 10<sup>7</sup> L<sup>&#x2013;1</sup> to 6.5 &#x00D7; 10<sup>7</sup> L<sup>&#x2013;1</sup> during summer and winter, respectively (<xref ref-type="fig" rid="F4">Figure 4</xref>). The spatial distribution of CSP abundance was similar to the CSP<sub>color</sub> concentration determined by the spectrometer.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Spatial variations of CSP abundance in the Pearl River estuary in August 2016 [<bold>(A)</bold> surface and <bold>(B)</bold> bottom] and January 2017 [<bold>(C)</bold> surface and <bold>(D)</bold> bottom].</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-733240-g004.tif"/>
</fig>
<p><xref ref-type="fig" rid="F5">Figure 5</xref> shows pictures of CSP taken by microscopy. About 20% of the CSP adsorbed with silt and debris materials to form large-size flocs in the surface samples of the river reach (<xref ref-type="fig" rid="F5">Figures 5A,B</xref>), while these large biomineral floc enriched in protein rarely appeared in the mixing zone and lower estuary. Moreover, in the river reach, aggregates of cyanobacteria, such as <italic>Spirulina</italic> spp., were stained by CBB (<xref ref-type="fig" rid="F5">Figure 5A</xref>). In contrast, CBB-stained diatoms or diatom spines did not occur in zone 1. In the mixing zone (zone 2), the smaller-sized CSP &#x003C;10 &#x03BC;m were most abundant (<xref ref-type="fig" rid="F5">Figure 5D</xref>). At more saline stations, many diatom aggregates stained by CBB were observed, but free and non-attached CSP were less abundant than in the upper estuary (<xref ref-type="fig" rid="F5">Figures 5E,F</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Microscopic photos of CSP in surface <bold>(A,B)</bold> and bottom <bold>(C)</bold> in the river section, mixing zone <bold>(D,E)</bold> and lower estuary <bold>(F)</bold>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-733240-g005.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>Particulate Nitrogen and Particulate Hydrolysable Amino Acids</title>
<p><xref ref-type="fig" rid="F6">Figure 6</xref> shows the distributions of PN and PHAA in the PRE. PN concentration varied between 3.1 and 23.7 &#x03BC;mol L<sup>&#x2013;1</sup> in August 2016 and between 4.1 and 21.0 &#x03BC;mol L<sup>&#x2013;1</sup> in January 2017, respectively (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>). High values of PN were found within the estuary relative to the water entering from land or seaward ends except for S7. The average percentage of CSP-N in the PN pool was 34.98% in summer and 30.8% in winter, respectively (<xref ref-type="table" rid="T2">Table 2</xref>). In the lower estuary, high percentages of CSP-N in PN were found from the samples in winter and from S7 samples during the August cruise, respectively (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Spatial distribution of PN and PHAA in August 2016 <bold>(A,C)</bold> and January 2017 <bold>(B,D)</bold>; and <bold>(E,F)</bold>, the relationship between CSP-N concentrations and PN and PHAA in the Pearl River estuary.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-733240-g006.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Contribution of CSP-N to PN in the Pearl River estuary during August 2016 and January 2017 cruise.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">stations</td>
<td valign="top" align="center" colspan="2">August 2016<hr/></td>
<td valign="top" align="center" colspan="2">January 2017<hr/></td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Surface (%)</td>
<td valign="top" align="center">Bottom (%)</td>
<td valign="top" align="center">Surface (%)</td>
<td valign="top" align="center">Bottom (%)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">S1</td>
<td valign="top" align="center">32.61</td>
<td valign="top" align="center">32.50</td>
<td valign="top" align="center">15.85</td>
<td valign="top" align="center">19.27</td>
</tr>
<tr>
<td valign="top" align="left">S2</td>
<td valign="top" align="center">30.15</td>
<td valign="top" align="center">39.56</td>
<td valign="top" align="center">12.48</td>
<td valign="top" align="center">18.32</td>
</tr>
<tr>
<td valign="top" align="left">S3</td>
<td valign="top" align="center">26.31</td>
<td valign="top" align="center">34.30</td>
<td valign="top" align="center">14.32</td>
<td valign="top" align="center">25.42</td>
</tr>
<tr>
<td valign="top" align="left">S4</td>
<td valign="top" align="center">25.59</td>
<td valign="top" align="center">18.17</td>
<td valign="top" align="center">33.43</td>
<td valign="top" align="center">27.54</td>
</tr>
<tr>
<td valign="top" align="left">S5</td>
<td valign="top" align="center">20.05</td>
<td valign="top" align="center">21.96</td>
<td valign="top" align="center">18.49</td>
<td valign="top" align="center">51.13</td>
</tr>
<tr>
<td valign="top" align="left">S6</td>
<td valign="top" align="center">25.69</td>
<td valign="top" align="center">72.05</td>
<td valign="top" align="center">27.18</td>
<td valign="top" align="center">49.08</td>
</tr>
<tr>
<td valign="top" align="left">S7</td>
<td valign="top" align="center">45.65</td>
<td valign="top" align="center">55.49</td>
<td valign="top" align="center">65.96</td>
<td valign="top" align="center">34.56</td>
</tr>
<tr>
<td valign="top" align="left">S8</td>
<td valign="top" align="center">14.68</td>
<td valign="top" align="center">65.00</td>
<td valign="top" align="center">39.79</td>
<td valign="top" align="center">40.35</td>
</tr>
</tbody>
</table></table-wrap>
<p>Particulate hydrolysable amino acid concentration was highest at S1 and showed lower concentrations in the middle of PRE (<xref ref-type="fig" rid="F6">Figures 6C,D</xref>). CSP-N concentration was positively correlated with PN (<italic>p</italic> &#x003C; 0.001, <italic>n</italic> = 16, <italic>r</italic><sup>2</sup> = 0.44) and PHAA (<italic>p</italic> &#x003C; 0.001, <italic>n</italic> = 16, <italic>r</italic><sup>2</sup> = 0.56) (<xref ref-type="fig" rid="F6">Figures 6E,F</xref>). The N content in CSP was comparable with the N content of PHAA. The dominant AAs in descending order were as follows: Gly, AsX, Ala, GlX, Leu, Thr, Ser, and Leu (<xref ref-type="fig" rid="F7">Figure 7</xref>). Despite similar molar percentages of most AAs at different stations, some AAs showed slight differences along the estuary and between surface and bottom samples. AsX exhibited higher mole% in the mixing zone than those in in zone 1 and zone 3. Ala was high at S8 in surface (13.9%) where high Chl <italic>a</italic> concentration was observed in summer cruise. Higher distribution of AsX, Gly, and Ser appeared in the bottom than in the surface.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Amino acid spectra (mole percentages &#x2265; 3%) in particulate matter in the Pearl River estuary (SS1-SS8 and SB1-SB8 were the surface and bottom samples during summer at stations of S1, S4, S6, and S8, respectively; WS1-WS8 and WB1-WB8 were the surface and bottom samples during winter at stations of S1, S4, S6, and S8, respectively).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-733240-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<sec id="S4.SS1">
<title>Comparison of CSP Concentrations in the Pearl River Estuary With Other Environments</title>
<p>In this study, CSP abundance (ESD &#x2265; 2&#x03BC;m) in the PRE was comparable to those found in marine water ranging from 10<sup>6</sup> to 10<sup>8</sup> L<sup>&#x2013;1</sup> (<xref ref-type="bibr" rid="B37">Long and Azam, 1996</xref>; <xref ref-type="bibr" rid="B15">Engel and Galgani, 2016</xref>; <xref ref-type="bibr" rid="B3">Busch et al., 2017</xref>; <xref ref-type="bibr" rid="B17">Engel et al., 2020</xref>; <xref ref-type="table" rid="T3">Table 3</xref>). Due to higher phytoplankton biomass and terrestrial input in the PRE, in particular in the upper estuary, CSP<sub>color</sub> concentrations were much higher in the PRE than those in the oligotrophic seawater, i.e., a North Atlantic Bermuda Rise station (CSP<sub>color</sub> concentration 0.532&#x2013;18.20 &#x03BC;g BSA eq. L<sup>&#x2013;1</sup>) (<xref ref-type="bibr" rid="B9">Cisternas-Novoa et al., 2015</xref>). Compared to the Mississippi River plume (<xref ref-type="bibr" rid="B71">Ziervogel et al., 2016</xref>) and the Danube River (<xref ref-type="bibr" rid="B39">Luef et al., 2007</xref>; <xref ref-type="table" rid="T3">Table 3</xref>), CSP abundance in the PRE was orders of magnitude higher. In the study of <xref ref-type="bibr" rid="B71">Ziervogel et al. (2016)</xref>, the stations were outside of the Mississippi River estuary (salinity &#x2265; 30) where Chl <italic>a</italic> concentration was low (average value of 1.4 &#x03BC;g L<sup>&#x2013;1</sup>) in the surface water and the removal of CSP by the sinking and dilution was significant in the Mississippi River plume (<xref ref-type="bibr" rid="B71">Ziervogel et al., 2016</xref>). In contrast, most of the stations in this study were in the inner of estuary or in the river sections, which had relatively higher concentration of freshly produced CSP due to high Chl <italic>a</italic> content in the PRE (average value of 7.1 &#x03BC;g L<sup>&#x2013;1</sup>), and received large amounts of terrestrial inputs within the inner parts, consequently yielding CSP accumulation in the PRE. Therefore, the large variability of CSP abundance among different rivers or estuaries could be attributed to the site-specific differences in environment and biological process.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>CSP concentrations in different regions.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Regions</td>
<td valign="top" align="center">CSP abundance L<sup>&#x2013;1</sup></td>
<td valign="top" align="center">CSP area mm<sup>2</sup> L<sup>&#x2013;1</sup></td>
<td valign="top" align="center">CSP<sub>color</sub> concentration (&#x03BC;g BSA eq L<sup>&#x2013;1</sup>)</td>
<td valign="top" align="center">References</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Arabian Sea</td>
<td valign="top" align="center">10<sup>6</sup>&#x2013;10<sup>8</sup></td>
<td valign="top" align="center">2 &#x00D7; 10<sup>2</sup>&#x2013;<break/>1.4 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B37">Long and Azam, 1996</xref></td>
</tr>
<tr>
<td valign="top" align="left">Surface seawater off Scripps Pier.</td>
<td valign="top" align="center">&#x223C;10<sup>7</sup></td>
<td valign="top" align="center">10<sup>3</sup>&#x2013;10<sup>4</sup></td>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B37">Long and Azam, 1996</xref></td>
</tr>
<tr>
<td valign="top" align="left">Lake Kinneret, Israel</td>
<td valign="top" align="center">1.4 &#x00D7; 10<sup>5</sup> &#x2013;<break/>1.2 &#x00D7; 10<sup>7</sup></td>
<td valign="top" align="center">200&#x2013;1451</td>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B1">Berman and Viner-Mozzini, 2001</xref></td>
</tr>
<tr>
<td valign="top" align="left">Lakes Pavin and Aydat, France</td>
<td valign="top" align="center">0.4 &#x00D7; 10<sup>6</sup>&#x2013;<break/>3.8 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="justify"/>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B4">Carrias et al., 2002</xref>; <xref ref-type="bibr" rid="B34">Lemarchand et al., 2006</xref></td>
</tr>
<tr>
<td valign="top" align="left">Danube River, Austria</td>
<td valign="top" align="center">0.71 &#x00D7; 10<sup>6</sup>&#x2013;<break/>8.05 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="justify"/>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B39">Luef et al., 2007</xref></td>
</tr>
<tr>
<td valign="top" align="left">Bermuda Rise site</td>
<td valign="top" align="center">&#x003C;4 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">20&#x2013;90</td>
<td valign="top" align="center">0.53&#x2013;22.4</td>
<td valign="top" align="center"><xref ref-type="bibr" rid="B8">Cisternas-Novoa et al., 2014</xref>, <xref ref-type="bibr" rid="B9">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Microlayer off the Peru coast</td>
<td valign="top" align="center">118 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">1,024</td>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B15">Engel and Galgani, 2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Thai Hu lake, China</td>
<td valign="top" align="center">2.43 &#x00D7; 10<sup>5</sup> &#x2013;<break/>3.81 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="justify"/>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B30">Huang et al., 2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Microlayer in coastal waters of the Pacific Ocean off the state of Oregon, United States</td>
<td valign="top" align="justify"/>
<td valign="top" align="center">286 &#x00B1; 115</td>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B54">Thornton et al., 2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Mississippi River plume</td>
<td valign="top" align="center">3.1 &#x00D7; 10<sup>4</sup>&#x2013;<break/>3.91 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="justify"/>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B71">Ziervogel et al., 2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">The Arctic Fram Strait</td>
<td valign="top" align="center">&#x003C;2.5 &#x00D7; 10<sup>7</sup></td>
<td valign="top" align="center">&#x003C;250</td>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B3">Busch et al., 2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">Microlayer in Daya Bay, China</td>
<td valign="top" align="center">6.5 &#x00D7; 10<sup>7</sup>&#x2013;<break/>3.79 &#x00D7; 10<sup>8</sup></td>
<td valign="top" align="justify"/>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B62">Yue et al., 2018</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pearl river estuary</td>
<td valign="top" align="center">6.84 &#x00D7; 10<sup>6</sup>&#x2013;<break/>9.15 &#x00D7; 10<sup>7</sup></td>
<td valign="top" align="justify"/>
<td valign="top" align="center">73.6&#x2013;685.3</td>
<td valign="top" align="center">This study</td>
</tr>
<tr>
<td valign="top" align="left">(a) Polar Seas, (b) Eastern boundary upwelling systems, and (c) the oligotrophic open ocean</td>
<td valign="top" align="center">10<sup>6</sup>&#x2013;10<sup>8</sup></td>
<td valign="top" align="center">3&#x2013;290</td>
<td valign="top" align="justify"/>
<td valign="top" align="center"><xref ref-type="bibr" rid="B17">Engel et al., 2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">Baltic Sea</td>
<td valign="top" align="justify"/>
<td valign="top" align="justify"/>
<td valign="top" align="center">&#x003C;66.89 &#x00B1; 22.33</td>
<td valign="top" align="center"><xref ref-type="bibr" rid="B7">Cisternas-Novoa et al., 2019</xref></td>
</tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S4.SS2">
<title>Phytoplankton Derived CSP</title>
<p>Compared to TEP, the sources and fate of CSP in most natural ecosystem remained largely unknown (<xref ref-type="bibr" rid="B37">Long and Azam, 1996</xref>; <xref ref-type="bibr" rid="B16">Engel et al., 2015</xref>; <xref ref-type="bibr" rid="B53">Thornton, 2018</xref>). In general, CSP in the marine system are thought to originate from autolysis and viral or bacterial lysis, extracellular excretions, grazing and microbial degradation of detritus (<xref ref-type="bibr" rid="B40">Mannino and Harvey, 2000</xref>; <xref ref-type="bibr" rid="B9">Cisternas-Novoa et al., 2015</xref>). However, estuaries are highly dynamic environments with particles originating from both terrestrial and marine inputs; data on CSP characteristics are limited for estuaries so far (<xref ref-type="bibr" rid="B71">Ziervogel et al., 2016</xref>).</p>
<p>Pictures taken by microscopy indicated that the primary origins of CSP in the PRE is autochthonous primary production. In the freshwater of the upper estuary, much of living phytoplankton cells, such as <italic>cyanobacteria</italic> and chlorophyta were stained by CBB. In the more marine stations of the estuary, chain-forming diatoms were stained by CBB, such as <italic>Skeletonema costatum</italic>, <italic>Chaetoceros</italic> spp., and <italic>Pseudo-nitzschia pungens</italic>. Although the alga themselves should not be considered as CSP, it is generally observed that higher autotrophic biomass leads to more gel particles. However, the correlation coefficient between CSP and Chl <italic>a</italic> is too low to show a good relationship. Therefore, other processes could influence the concentrations of CSP in the PRE (see section &#x201C;Discussion&#x201D; below). Similarly, the slight decoupling of CSP from Chl <italic>a</italic> distribution also occurred in the Mississippi River Delta (<xref ref-type="bibr" rid="B71">Ziervogel et al., 2016</xref>). Concentrations of CSP decreased from S7 to S8 during summer, although phytoplankton biomass was high at S8, which could be related to the sampling period coinciding with the stage of bloom building up and/or to the difference of phytoplankton composition (<xref ref-type="bibr" rid="B21">Granum et al., 2002</xref>; <xref ref-type="bibr" rid="B47">Prieto et al., 2002</xref>; <xref ref-type="bibr" rid="B38">Lourenco et al., 2004</xref>; <xref ref-type="bibr" rid="B23">Grossart et al., 2006</xref>; <xref ref-type="bibr" rid="B16">Engel et al., 2015</xref>).</p>
</sec>
<sec id="S4.SS3">
<title>Terrestrial Source of CSP</title>
<p>The discharge in August 2016 was 6 times that in January 2017 in the PRE. Therefore, higher freshwater runoff and terrestrial input could supply large amounts of CSP into the PRE in the wet season. At S1, CSP<sub>color</sub> concentration in the wet season was more than twice that measured in the dry season, although the difference of Chl <italic>a</italic> concentration was not significant between the two cruises. It can be speculated that one source of CSP in the PRE is the input of terrestrial material. About 20% total abundance of CSP from the surface sample in the upper of the PRE strongly adheres to debris and soil silt. Although the number of CSP that adhered to silt was small numbers, they made a greater contribution (50.2%) to the total CSP in terms of area in the upper of estuary due to their large particle size. The abundance of these bio-mineral floc decreased with distance from the upper to the lower reach of the PRE, except for the bottom water samples at S5 and S6 where the turbidity was higher. In addition, their abundance at the surface (<xref ref-type="fig" rid="F5">Figures 5A,B</xref>) was higher than that in the bottom waters (<xref ref-type="fig" rid="F5">Figure 5C</xref>). It is therefore unlikely that such large CSP in the river reach originated from sediment resuspension. It has been suggested that the majority of OM introduced by rivers into estuaries is tightly associated with suspended minerals (<xref ref-type="bibr" rid="B27">Hedges and Keil, 1999</xref>). This kind of CSP that associated with silt may be bound to, or a constituent of humic substances or be Glomalin-related soil protein (GRSP) (<xref ref-type="bibr" rid="B33">Koide and Peoples, 2013</xref>; <xref ref-type="bibr" rid="B57">Wang et al., 2018</xref>). GRSP is produced by arbuscular mycorrhizal fungi and can be leached from soil and flushed into river and coastal sediment (<xref ref-type="bibr" rid="B57">Wang et al., 2018</xref>), and a recalcitrant pool of glomalin generally strongly adheres to soil particles (<xref ref-type="bibr" rid="B33">Koide and Peoples, 2013</xref>). Therefore, GRSP is likely to be one terrestrial source of CSP in the Pearl River.</p>
</sec>
<sec id="S4.SS4">
<title>Coomassie Blue Stainable Particles Derived From Resuspension</title>
<p>Higher concentration in bottom than in surface waters in the middle and lower estuary [turbidity maximum (TM) zone] reflected that one source of CSP might be derived from resuspension of the bottom sediments. <xref ref-type="bibr" rid="B56">Wai et al. (2004)</xref> has found that there was one TM at S6 in the west channel. The contributions of the resuspension, Eulerian advection, Stokes drift and gravitational circulation to the total sediment transport at S6 were of 52.1, 16.2, 14.0, and 16.6%, respectively (<xref ref-type="bibr" rid="B56">Wai et al., 2004</xref>). Therefore, the CSP maximum at station S6 in bottom water may be mainly attributed to the resuspension process. This inference was supported by the observation that a large amount of TEP could be released from sediment during sediment resuspension in the turbid PRE (<xref ref-type="bibr" rid="B50">Sun et al., 2012</xref>), although TEP and CSP are not the same population of particles in the PRE (comparison between CSP and TEP in the PRE is available in the Online Supplement).</p>
</sec>
<sec id="S4.SS5">
<title>CSP Loss in the Pearl River Estuary</title>
<p>The spatial distribution of CSP showed higher concentration in the upper reach and in the lower part of the estuary compared to the mixing zone. CSP<sub>color</sub> concentration dropped from the upstream to the Humen downstream by 80% in summer and 55.6% in winter, respectively. This suggested that the annual average loss of CSP was 67.8% from the river to the estuary, which is consistent with profound recycling of riverine POM (&#x2265;60%) (<xref ref-type="bibr" rid="B27">Hedges and Keil, 1999</xref>). This high CSP loss might be associated with bacterial degradation, dilution by the mixing water, lower phytoplankton production downstream, and/or deposition to sediment. In the PRE, particles are classed depending on the hydrodynamic condition. CSP aggregates of high density, i.e., CSP flocculated with mineral or fine sand, are more prone to deposition, whereas particles with low density, e.g., free CSP, may be transported downstream or upstream by the tidal current (<xref ref-type="bibr" rid="B50">Sun et al., 2012</xref>). During the transport process, CSP could be involved in a series of deposition-resuspension cycles along with the time scale of estuary mixing. The residence time of the PRE is about 5 days in the wet season and 30 days in the dry season (<xref ref-type="bibr" rid="B24">Han, 1998</xref>). As proteinaceous particles can be rapidly turned over, this scale of residence time likely complies with the degradation time of CSP. Microbial colonization and degradation reduce CSP size and decompose CSP into DOM (<xref ref-type="bibr" rid="B71">Ziervogel et al., 2016</xref>). For the same reason, higher biomass of bacteria in the upstream than the downstream in winter (<xref ref-type="bibr" rid="B36">Liu et al., 2007</xref>) might permit bacteria to degrade CSP more sufficiently in the upper of the estuary than more oceanic stations (S6, S7, and S8), which may explain that the concentration of CSP in the river section is lower than the mouth of the PRE. Therefore, it is unlikely that large amounts of riverine CSP survive the transport from the river to marine sediments (<xref ref-type="bibr" rid="B5">Chen et al., 2004</xref>; <xref ref-type="bibr" rid="B70">Zhao et al., 2009</xref>; <xref ref-type="bibr" rid="B26">He B. et al., 2010</xref>). This suggested that interplay between grain-size sorting due to hydrodynamic conditions and microbial degradation determined the fate and distribution of CSP in the mixing zone of the PRE.</p>
</sec>
<sec id="S4.SS6">
<title>Implying for Nitrogen Cycling in the Pearl River Estuary</title>
<p>Amino Acids are reliable indicators of OM degradation and bioavailability (<xref ref-type="bibr" rid="B28">Hedges et al., 1994</xref>; <xref ref-type="bibr" rid="B11">Dauwe et al., 1999</xref>). AAs, Gly, and Ser are well-enriched in old OM (<xref ref-type="bibr" rid="B32">Keil et al., 2000</xref>; <xref ref-type="bibr" rid="B5">Chen et al., 2004</xref>), while biogenic particles (fresh and liable organic material) contained more AAs GlX+Phe+Leu+Ala+Val in the PRE (<xref ref-type="bibr" rid="B5">Chen et al., 2004</xref>). The percentage of particular nitrogen attributed to phytoplankton is generally in a constant range given phytoplankton cells are sufficient in nutrition, and the ratio of Chl <italic>a</italic> to PN can reflect the fraction of phytoplankton nitrogen, non-phytoplankton and detrital nitrogen (<xref ref-type="bibr" rid="B61">Yentsch and Vaccaro, 1958</xref>). Therefore, the ratio of Chl <italic>a</italic>/CSP was taken as proxy for labile protein contribution during this study, assuming alga are the freshest source of CSP among POM sources. The sum of (GlX+Phe+Leu+Ala+Val) mole% was positively related to the ratio of Chl <italic>a</italic>/CSP (<italic>p</italic> &#x003C; 0.001, <italic>r</italic><sup>2</sup> = 0.46, <italic>n</italic> = 16) (<xref ref-type="fig" rid="F8">Figure 8A</xref>). In contrast, there was a significant negative correlation between the ratio of Chl <italic>a</italic>/CSP and mole percentage of Gly (<italic>p</italic> &#x003C; 0.001, <italic>r</italic><sup>2</sup> = 0.56, <italic>n</italic> = 16) (<xref ref-type="fig" rid="F8">Figure 8B</xref>). The spatial distribution of the ratio of Chl <italic>a</italic>/CSP was characterized with the higher values at S8 and S1 (average value of 0.040 and 0.039, respectively) compared with those at S4 (0.022) and S6 (0.019). Moreover, the ratio of Chl <italic>a</italic>/CSP was 48.67% higher in surface than that in bottom waters except for S1 during summer (<xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>, the percentage of increase of the ratio of Chl <italic>a</italic>/CSP in surface over that in the bottom water is presented in the online supplement). This observation is in accordance with findings of higher moles% Gly and Ser in bottom than in surface waters. Our results showed that the contribution of freshly produced CSP were lower at S4 and S6 as well as in the bottom waters, which complies with previous observations indicated by AAs distribution and &#x03B4;<sup>15</sup>N (<xref ref-type="bibr" rid="B5">Chen et al., 2004</xref>; <xref ref-type="bibr" rid="B59">Ye et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Huang et al., 2020</xref>). The study by <xref ref-type="bibr" rid="B5">Chen et al. (2004)</xref> showed AAs concentrations were low in waters of Humen outlet downstream (zone 2), increased to the highest in the estuary plume (salinity 10&#x2013;25) and decreased beyond the coastal plume during summer. In particular, the fresh organic material (biogenic particles, Chl <italic>a</italic> &#x2265; 5 &#x03BC;gL<sup>&#x2013;1</sup> and SS &#x003C; 10 mg L<sup>&#x2013;1</sup>) in the estuary plume contained more AAs (Glu+Phe+Leu+Ala+Val) and had higher AAs/HAs ratios, while OM were more degraded in the upper of the zone 2 indicated by lower Glc-NH<sub>2</sub>/Gal-NH<sub>2</sub> (glucosamine/galactosamine) and AAs/HAs ratios (<xref ref-type="bibr" rid="B5">Chen et al., 2004</xref>). For the nitrogen isotopic composition of POM, owing to the preferential loss of <sup>14</sup>N and subsequently leaving the remaining PON enriched in <sup>15</sup>N during the degradation processes of OM, high &#x03B4;<sup>15</sup>N in the bottom water were found in the PRE (<xref ref-type="bibr" rid="B59">Ye et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Huang et al., 2020</xref>). It suggested that particulate OM in turbidity zone of the estuary and in bottom was well-degraded and relatively refractory, while particulate OM in high salinities waters and in surface water was more recently produced. It should be noted that the sources of CSP (allochthonous or autochthonous) are complicated concluding terrestrial soil, <italic>in situ</italic> freshwater and marine plankton production as well as their detritus, and the freshly produced CSP was quite reactive and easily degradable. Therefore, Chl <italic>a</italic>/CSP could vary spatiotemporally in estuary. Future studies may need to focus on the combined effects of physical and biogeochemical process on CSP formations and removals in estuaries with large freshwater input and biomass production.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p><bold>(A)</bold> (GlX+Phe+Leu+Ala+Val) mole% vs. Chl <italic>a</italic>/CSP; and <bold>(B)</bold> Gly mole% vs. Chl <italic>a</italic>/CSP.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-733240-g008.tif"/>
</fig>
<p>Most previous studies for CSP were based on the microscopic method developed by <xref ref-type="bibr" rid="B37">Long and Azam (1996</xref>; <xref ref-type="table" rid="T3">Table 3</xref>). <xref ref-type="bibr" rid="B8">Cisternas-Novoa et al. (2014)</xref> proposed a spectrophotometric method to measure CSP concentration. Spectrophotometric analyses were validated by the microscopy, and allowed for estimation of CSP composition in terms of nitrogen. In this study, CSP-N was positively related to PN except for the upper river in the dry season and in bottom S6 during summer, which have an obvious deviation to fitted curve (<xref ref-type="fig" rid="F6">Figure 6E</xref>). The deviation in the range of PN &#x003E; 20 &#x03BC;mol L<sup>&#x2013;1</sup> and 2 &#x003C; CSP-N &#x003C; 4 &#x03BC;mol BSA-N-eq. L<sup>&#x2013;1</sup> may be attributed to the disproportional reduction of CSP and PN input in the upper river during the dry season being low discharge and the difference of lability between CSP and PN. The maximum of CSP concentration in the bottom water during summer was observed at S6. This deviation at S6 might be ascribed to two reasons: (1) the resuspension of sediment; (2) the estuarine circulation with CSP coming from sinking phytoplankton in the plume and being transported by the salt wedge advancing upstream near the bottom.</p>
<p>Estimated contribution of CSP to PN was comparable with that of PHAA, yielding average of 32.9%. A recent study has shown that the input of PN (allochthonous and autochthonous) in the PRE was about 2.0 &#x00D7; 10<sup>7</sup> mol N d<sup>&#x2013;1</sup> (<xref ref-type="bibr" rid="B51">Tan et al., 2019</xref>). Thus, CSP-N flux in the Pearl River Delta might be as high as about 6 &#x00D7; 10<sup>6</sup> mol N d<sup>&#x2013;1</sup>. These results indicate that CSP is a potentially important PN pool in the Pearl River Delta.</p>
<p>Labile AAs are one important factor limiting OM degradation in anoxic waters (<xref ref-type="bibr" rid="B44">Pantoja et al., 2004</xref>, <xref ref-type="bibr" rid="B43">2009</xref>). In the PRE, waters were characterized with a heavy load of CSP concentration in the fresh-water segment where oxygen depletion often occurs (<xref ref-type="bibr" rid="B65">Zhai et al., 2005</xref>; <xref ref-type="bibr" rid="B10">Dai et al., 2006</xref>); therefore CSP degradation may influence remineralization and nitrification, and potentially may contribute to hypoxia in the upper reach of the PRE (<xref ref-type="bibr" rid="B58">Xu et al., 2005</xref>; <xref ref-type="bibr" rid="B10">Dai et al., 2006</xref>; <xref ref-type="bibr" rid="B25">He B. Y. et al., 2010</xref>). Recently, <xref ref-type="bibr" rid="B51">Tan et al. (2019)</xref> found that &#x223C;74% of sedimentary nitrogen removal (8.1 &#x00B1; 2.0 &#x00D7; 10<sup>6</sup> mol N d<sup>&#x2013;1</sup>) from the Pearl River Delta sediment is dependent on PN from water deposited onto sediments, and about 6 &#x00D7; 10<sup>6</sup> mol N d<sup>&#x2013;1</sup> of PN from water is mineralized to produce ammonium, and ultimately converted to N<sub>2</sub> or N<sub>2</sub>O and released into the atmosphere in the PRE (<xref ref-type="bibr" rid="B51">Tan et al., 2019</xref>). Interestingly, the input flux of CSP-N (6 &#x00D7; 10<sup>6</sup> mol N d<sup>&#x2013;1</sup>) from the PRE in our study is approximately equivalent to the sediment nitrogen loss observed by <xref ref-type="bibr" rid="B51">Tan et al. (2019)</xref>. It is presumably assumed that denitrifying and anammox bacteria may preferentially utilize CSP over DOM and non-CSP PN sources in the PRE (<xref ref-type="bibr" rid="B64">Zeng et al., 2019</xref>).</p>
</sec>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>This investigation expands the current knowledge of CSP distribution in the estuaries system and for the first time provides information on the contribution of CSP-N to the PN pool. The spatial-temporal distributions of CSP<sub>color</sub> concentration and information obtained from microscopic pictures, reflected sources and fates of CSP in the PRE. The phytoplankton was the main producer of CSP. The degradation indicators of AAs vs. the ratio of Chl <italic>a</italic>/CSP and pictures of CSP suggested that CSP in middle mixing zone was relatively more degraded associated with the lowest concentration, while in the lower estuary CSP were originated from authochthonous production and appeared to be more labile. The amount of N as CSP was comparable with that of PHAA and contributed to 32.9% to PN, indicating that CSP may be an important component of the PN pool in the PRE. It will be needed to carry out more in-situ and experimental investigations on the relationship between CSP and bacteria and dissolved oxygen consumption, nitrification, and denitrification, to quantitatively evaluate their roles in nitrogen removal in the Pearl River Delta in the future.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="TS1">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work, and approved it for publication.</p>
</sec>
<sec id="conf1" 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="pudiscl1" 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>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the Natural Science Foundation of Guangdong Province, China (No. 2020A1515011137), National Natural Science Foundation of China (Nos. 42073078 and U1901211), Key Special Project for Introduced Talents Team of Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou) (Nos. GML2019ZD0402 and GML2019ZD0305), Special Fund for Public Welfare Research and Capacity Building in Guangdong Province (No. 2016A020222018), the National Key Research and Development Plan (No. 2017FY100700), and the Key Research and Development Program of Hainan Province (ZDYF2021XDNY131).</p>
</sec>
<ack><p>We thank Anja Engel (GEOMAR) and the reviewers for their comments and suggestions for improving the manuscript.</p>
</ack>
<sec id="S10" sec-type="supplementary-material"><title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2021.733240/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2021.733240/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
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