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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2025.1644888</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>Tidal responses of the semi-enclosed Bohai Sea to the long-term expansion of the Yellow River Delta</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Jiayue</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/3092492/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Man</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2089974/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhou</surname>
<given-names>Jianjun</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3096649/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Department of Hydraulic Engineering, Tsinghua University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Haosheng Huang, Louisiana State University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Guoxiang Wu, Ocean University of China, China</p>
<p>Junliang Gao, Jiangsu University of Science and Technology, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jianjun Zhou, <email xlink:href="mailto:zhoujj@tsinghua.edu.cn">zhoujj@tsinghua.edu.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1644888</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Sun, Zhang and Zhou.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Sun, Zhang and Zhou</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>River deltas, formed by fluvial sediment accumulation, act as dynamic interfaces between land and sea. The Yellow River Delta (YRD) has prograded rapidly into the semi-enclosed shallow Bohai Sea (BS) over the past century. While tidal dynamics are recognized as key drivers of estuarine morphology and ecology, it is unclear how and to what extent this deltaic expansion impacts the tidal regime in the BS. This study investigates the tidal responses of the BS to both historical (circa 1855, 1962, 1981, 2003) and projected century-scale delta coastline advancement, utilizing numerical simulations and theoretical analysis. The results indicate that the seaward expansion of the delta alters tidal resonance patterns, inducing tidal responses in a nonlinear way across the BS. Specifically, historical delta expansion enhanced tidal flux and currents monotonically across major bays in the BS, whereas future sedimentation over the coming decades leads to an overall reduction in tidal dynamics. Locally, tidal currents and sediment transport capacity are expected to increase around the active lobe owing to river mouth protrusion at the expense of having the river base level raised; they decrease near the abandoned lobes with standby river courses, potentially hindering sediment dispersal and threatening the delta&#x2019;s morphological stability. Furthermore, the basin-scale tidal weakening caused by the delta expansion may diminish water exchange capacity in the BS, posing challenges for ecological environment and economic services.</p>
</abstract>
<kwd-group>
<kwd>tidal dynamics</kwd>
<kwd>Bohai Sea</kwd>
<kwd>delta progradation</kwd>
<kwd>Yellow River Delta</kwd>
<kwd>tidal resonance</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="11"/>
<ref-count count="85"/>
<page-count count="13"/>
<word-count count="6661"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Coastal Ocean Processes</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>River deltas serve as crucial interfaces between terrestrial and marine environments, shaping unique landscapes and support productive ecosystems (<xref ref-type="bibr" rid="B57">Tessler et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B41">Nienhuis et&#xa0;al., 2020</xref>). Fluvial-dominated deltas with weak tidal dynamics, such as the Mississippi and Yellow River deltas formed by sediment-laden rivers discharging into semi-enclosed bays, often experience rapid progradation due to sediment accumulation near river mouths (<xref ref-type="bibr" rid="B44">Passeri et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B72">Xu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B80">Zhang et&#xa0;al., 2022b</xref>). The seaward expansion of deltas not only reshapes coastal landscapes but also modifies the geometry and hydrodynamics of adjacent bays (<xref ref-type="bibr" rid="B55">Talke and Jay, 2020</xref>; <xref ref-type="bibr" rid="B77">Zhang et&#xa0;al., 2023</xref>). These changes highlight the delta and adjacent marine region as a sensitive and dynamically coupled system.</p>
<p>The Yellow River (YR) is renowned for its high sediment load, with an average of 1.2&#xd7;10<sup>9</sup> t/a of sediment delivered to the Bohai Sea (BS) in pre-damming period. Approximately 74%-98% of the sediment is deposited within the delta plain and subaqueous delta due to weak tidal dynamics (<xref ref-type="bibr" rid="B47">Qiao et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B84">Zhou et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B4">Bi et&#xa0;al., 2021</xref>). As a result of rapid sedimentation in the floodplain, the modern Yellow River Delta (YRD) has gained over 5400 km<sup>2</sup> of land since the river shifted from the Yellow Sea to the BS in 1855, with an average accretion rate of 22 km<sup>2</sup> per year (<xref ref-type="bibr" rid="B83">Zheng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B25">Ji et&#xa0;al., 2022</xref>). Over the last half century, reduced sediment delivery due to anthropogenic activities have decelerated the overall delta progradation (<xref ref-type="bibr" rid="B27">Jiang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B26">Ji et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B14">Fu et&#xa0;al., 2021</xref>). However, the active deltaic lobe has continued to extend seaward since the river flow has been stabilized through the Qingshuigou channel in 1976, with the mean rate of 0.83 km/a (<xref ref-type="bibr" rid="B29">Kong et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B4">Bi et&#xa0;al., 2021</xref>). During the dramatic morphological evolution of the YRD, earlier works have examined the spatial and temporal changes in tidal dynamics around the delta during specific historical periods under assumed constant tidal conditions in the BS (<xref ref-type="bibr" rid="B63">Wang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B2">Bai et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B75">Zhan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B37">Miao et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B77">Zhang et&#xa0;al., 2023</xref>). Most of them focused on short-term changes (spanning several decades) and were limited to the nearshore areas of the delta, while overlooking potential alterations in the overall tidal regime of the BS. As climate is cyclical and the retention capacity of sediment trapping projects upstream is limited (<xref ref-type="bibr" rid="B30">Kong et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B61">Wang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B20">Guo et&#xa0;al., 2021</xref>), a future increase in sediment supply from the YR is very likely, which may further accelerate the delta expansion. A comprehensive investigation of tidal evolution in the BS throughout the historical and projected expansion of the YRD remains lacking, which is critical for the stability of both inland and coastal regions.</p>
<p>The Bohai Sea is a semi-enclosed continental sea characterized by shallow water, strong damping effects, and convergent geometry (<xref ref-type="bibr" rid="B43">Pan et&#xa0;al., 2022</xref>). Tidal dynamics in such semi-enclosed bays are highly sensitive to changes in coastline and geomorphology (<xref ref-type="bibr" rid="B55">Talke and Jay, 2020</xref>; <xref ref-type="bibr" rid="B28">Juarez et&#xa0;al., 2025</xref>). Previous studies have indicated that coastline changes by anthropogenic activities, including reclamation, construction of seawalls and navigation projects, significantly affected the propagation, reflection and dissipation of tidal waves, and could alter the resonant properties of the semi-enclosed bay (<xref ref-type="bibr" rid="B45">Pelling et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B85">Zhu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B36">Lu et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B71">Wu et&#xa0;al., 2023b</xref>). In particular, the resonance is a common hydrodynamic phenomenon in bays or harbors, occurring when the incident wave period aligns with the basin&#x2019;s oscillation period, which depends on the water depth, bottom friction, and geometric configurations (<xref ref-type="bibr" rid="B12">Ensing et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B18">Gao et&#xa0;al., 2021</xref>, <xref ref-type="bibr" rid="B17">Gao et&#xa0;al., 2024</xref>). Morphological modifications can thus shift the resonance state, amplifying or damping tidal responses. Such effects may exacerbate water level oscillations and damage coastal infrastructures (<xref ref-type="bibr" rid="B19">Gao et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B28">Juarez et&#xa0;al., 2025</xref>), or conversely reduce tidal flux, weakening water exchange capacity and contributing to ecological degradation (<xref ref-type="bibr" rid="B85">Zhu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B33">Liu et&#xa0;al., 2023a</xref>; <xref ref-type="bibr" rid="B71">Wu et&#xa0;al., 2023b</xref>). While existing studies have focused primarily on anthropogenic shoreline changes, the expansion of the YRD, protruding into the BS, has also profoundly reshaped the regional coastline. However, the extent and mechanisms of its impact on tidal dynamics in the BS remain unclear. Given the intrinsic vulnerability of the semi-enclosed bay to morphodynamic adjustments, the long-term delta expansion may induce strong and far-reaching tidal responses in the BS, with important implications for coastal resilience and sustainable management.</p>
<p>The primary objective of this study is to investigate and quantify the tidal responses in the BS to the long-term expansion of the YRD. Specifically, the coastline evolution of the YRD since 1855 was analyzed using data culled from the literature. Then the tidal dynamics under different delta coastlines caused by historical (circa 1855, 1962, 1981, 2003) and future (over the next 107 years) progradation were examined using a large-scale hydrodynamic model. Furthermore, the mechanisms driving the tidal responses and the potential implications for the coastal region were discussed. The insights gained from this study can be conducive to provide scientific implications for the sustainable development of other large deltaic and coastal systems.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study area</title>
<p>The Yellow River Delta is characterized by high sediment load, fast accretion and frequent avulsions (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Over the last 2000 years, the sediment delivered by the YR was 1&#x2013;1.1 &#xd7; 10<sup>9</sup> t/a (<xref ref-type="bibr" rid="B38">Milliman and Syvitski, 1992</xref>; <xref ref-type="bibr" rid="B16">Ganti et&#xa0;al., 2014</xref>). The lower course of the YRD has shifted more than 1593 times from 602BCE to 1938CE (according to the Yellow River Conservancy Commission). Since 1855, the modern YRD has prograded seaward at an average rate of approximately 150 m/a (<xref ref-type="bibr" rid="B60">Vangelder et&#xa0;al., 1994</xref>), accompanied by over 50 shifts of deltaic river courses (<xref ref-type="bibr" rid="B83">Zheng et&#xa0;al., 2017</xref>). Currently, three large artificial diversions of the main channel in the YRD were implemented since 1953. The deltaic channel has migrated from Shenxiangou (SXG) course (1953-1964) and Diaokouhe (DKH) course (1964-1976) to Qingshuiogu (QSG) course (1976-present). The active delta lobe has expanded seaward consistently since 1976, forming a spit-like feature extending 20 km seaward (<xref ref-type="bibr" rid="B45">Pelling et&#xa0;al., 2013</xref>).</p>
<p>The Bohai Sea is a semi-enclosed continental shelf sea situated in the northeastern region of China. Adjacent to megacities and hosting significant oil fields, it acts as a focal point for extensive economic and maritime activities (<xref ref-type="bibr" rid="B59">Tian et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B67">Wang et&#xa0;al., 2021</xref>). There are five regions in the BS: Liaodong Bay (LDB), Bohai Bay (BHB), Laizhou Bay (LZB), the central area, and Bohai Strait, which connects the BS to the northern Yellow Sea (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). It spans approximately 555 km from northeast to southwest and about 350 km from west to east, covering a total area of 77000 km&#xb2; with an average depth of 18 m (<xref ref-type="bibr" rid="B65">Wang et&#xa0;al., 2022</xref>). The tidal regime in the BS is dominated by irregular semi-diurnal tides, with the M<sub>2</sub> constituent being the principal tidal component (<xref ref-type="bibr" rid="B36">Lu et&#xa0;al., 2022</xref>). The tidal dynamics are relatively weak, characterized by an average tidal amplitude of 2 m and an average tidal flow velocity of 0.5&#x2013;1.0 m/s (<xref ref-type="bibr" rid="B70">Wu et&#xa0;al., 2023a</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Location of the study area. <bold>(A)</bold> Map of the Yellow River Basin, showing the historical lower reaches and coastline evolution over the past thousand years. <bold>(B)</bold> The modern Yellow River Delta. Blue lines: the river courses since 1855 conducted by YRCC. Black lines: historical delta coastlines. Red lines: projected delta coastlines. Green lines: hypothetical historical coastlines used to fill data gaps between 1855 and 1962. <bold>(C)</bold> Bathymetric map of the Bohai Sea, showing the model domain. P1-P4: cross-sections in Laizhou Bay, Bohai Bay, Liaodong Bay, and Bohai Strait. Red circles: stations recording water level and velocity (O1-O3). Black circles: stations recording tide level (TG, QHD). Green circles: typical points for uncertainty analysis (LZ, BH, LD).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1644888-g001.tif">
<alt-text content-type="machine-generated">Map series showing geographical and historical data of the Yellow River Delta and Bohai Sea. Panel A depicts the location of the Yellow River basin and river's course, highlighting historical channels dated from 2278 BCE to 2003. Panel B illustrates coastline evolution and river courses from 1855 to 2003 of the Yellow River Delta. Panel C shows the model domain and bathymetry map of the Bohai Sea, indicating major bays and tide gauges.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Data source</title>
<p>The dataset of daily flow and sediment load at the Lijin station (the most downstream hydrological station on the YR) was measured and provided by the Yellow River Conservancy Commission (YRCC). The shoreline and bathymetry data since 1962 were obtained and digitized from marine charts published by the Navigation Guarantee Department of the Chinese Navy Headquarters. The shoreline and bathymetry data in 1855 were digitized from the bathymetric maps studied by <xref ref-type="bibr" rid="B62">Wang and Huang (1988)</xref>. These data were georeferenced and corrected to the same datum (corresponding to the low tide line). The static shoreline representation omits the differences between high and low tide lines. The mean width of intertidal zones along the YRD is approximately 2 km (<xref ref-type="bibr" rid="B13">Fan et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B66">Wang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B5">Cao et&#xa0;al., 2023</xref>), spanning about one cross-shore grid cell at the model resolution. Considering the basin-scale focus of this study, the impact of using static shorelines on the overall tidal response is limited. This approach provides a consistent and measurable boundary for long-term modeling. Additionally, data of the delta land area was culled from the literature, which was extracted from remote-sensing satellite images and bathymetric surveys (<xref ref-type="bibr" rid="B56">Tang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B14">Fu et&#xa0;al., 2021</xref>).</p>
<p>The water level and velocity (speed and direction) data used for model validation were collected through a field survey conducted during July 13-16, 2003. These datasets were obtained at three stations, O1 (117.73&#xb0;E, 38.88&#xb0;N), O2 (118.12&#xb0;E, 38.85&#xb0;N), and O3 (118.12&#xb0;E, 38.58&#xb0;N) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Measurements were taken using a Conductivity-Temperature-Depth (CTD) and an Acoustic Doppler Current Profilers (ADCP), respectively. Tide levels at TG (117.78&#xb0;E, 38.98&#xb0;N) and QHD (119.62&#xb0;E, 39.92&#xb0;N) were obtained from tide tables during November 15-17, 2012.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Hydrodynamic model</title>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Model setting and validation</title>
<p>The tidal dynamics were investigated by developing a large-scale hydrodynamic model using Delft3D, which has been widely applied in rivers, estuaries, and coasts (<xref ref-type="bibr" rid="B39">Morovati et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B1">Ayyappan et&#xa0;al., 2024</xref>). The simulation domain covers the entire BS and the northern region of the adjacent Yellow Sea (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>), which covers the area from 117.5&#xb0; E to 126.9&#xb0; E in longitude and from 34.4&#xb0;N to 41.0&#xb0; N in latitude. The domain facilitates analysis of tidal responses throughout the BS. The area is discretized into the rectangular grid with resolutions of 1.5 km in the longitudinal and latitudinal directions. The open boundary is set on the 34.4&#xb0;N latitude in the northern Yellow Sea, sufficiently far from the YRD to eliminate possible boundary effects. The tidal harmonic constants of nine tidal components (M<sub>2</sub>, S<sub>2</sub>, N<sub>2</sub>, K<sub>2</sub>, K<sub>1</sub>, O<sub>1</sub>, P<sub>1</sub>, Q<sub>1</sub>, and M<sub>4</sub>) obtained from a global scale ocean model, the TPXO7.2 model (<xref ref-type="bibr" rid="B11">Egbert and Erofeeva, 2002</xref>), are used to calculate the time series of water levels along the open boundary. The model adopts the cold start method with a time step of 5 minutes, and is run for a simulation period of 1 year.</p>
<p>The calculated results are validated by comparing them with field observations. The accuracy of the simulations is quantified using two metrics, Root-Mean-Square Error (RMSE) and Nash-Efficiency (NSE) (see <xref ref-type="disp-formula" rid="eq1">Equation 1</xref>, <xref ref-type="disp-formula" rid="eq2">2</xref>):</p>
<disp-formula id="eq1">
<label>(1)</label>
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<mml:mi>M</mml:mi>
<mml:mi>O</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>N</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>B</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>X</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>B</mml:mi>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>B</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the measured value, <inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>O</mml:mi>
<mml:mi>D</mml:mi>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the simulated value, <inline-formula>
<mml:math display="inline" id="im3">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>X</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>B</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the average of the measured value, <italic>N</italic> is the total number of samples. Simulated water levels in stations O1-O3 are shown in <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A&#x2013;C</bold>
</xref>, with the RMSE values of 0.20-0.23 m and the NSE values of 0.92-0.96. The RMSE values of tide speed and direction are below 0.13 m/s and 39.6&#xb0;, respectively, with the corresponding NSE values exceeding 0.85 and 0.82 (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D&#x2013;I</bold>
</xref>). Simulated tide levels at TG and QHD also exhibit strong agreement with the measurements, with the RMSE values below 0.15 m and the NSE values above 0.93 (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2J&#x2013;K</bold>
</xref>). These results highlight that the present hydrodynamic model can be used to simulate the tidal propagation and fluctuation processes in the BS.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Comparison between measured and simulated values. <bold>(A&#x2013;C)</bold> Water levels. <bold>(D&#x2013;F)</bold> Flow velocities. <bold>(G&#x2013;I)</bold> Flow directions. <bold>(J&#x2013;K)</bold> Tide levels.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1644888-g002.tif">
<alt-text content-type="machine-generated">Graph panels labeled A to K showing comparisons between measured and numerical data for water level, velocity, and direction over time. Panels A-C display water levels; D-F show velocity; G-I depict direction; J-K illustrate tide levels. Red dots represent measured data, and black lines represent numerical models. Time is shown for July 2003 and November 2012, with water level measured in meters, velocity in meters per second, and direction in degrees.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2_3_2">
<label>2.3.2</label>
<title>Simulation scenarios</title>
<p>The historical coastline conditions were simulated using topographic survey data circa 1855, 1962, 1981, and 2003, spanning over a century. To address the data gap between 1855 and 1962, three hypothetical coastlines (H1-H3; see <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) were set to ensure continuity in the simulations and to capture long-term trend.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Simulation scenarios.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="3" align="center">Historical scenarios</th>
<th valign="top" colspan="3" align="center">Future scenarios</th>
</tr>
<tr>
<th valign="top" align="center">Run</th>
<th valign="top" align="center">Area/km<sup>2</sup>
</th>
<th valign="top" align="center">Time/a</th>
<th valign="top" align="center">Run</th>
<th valign="top" align="center">Area/km<sup>2</sup>
</th>
<th valign="top" align="center">Time/a</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">1855</td>
<td valign="top" align="center">-2410</td>
<td valign="top" align="center">-148</td>
<td valign="top" align="center">R1</td>
<td valign="top" align="center">244</td>
<td valign="top" align="center">23</td>
</tr>
<tr>
<td valign="top" align="center">H1</td>
<td valign="top" align="center">-1942</td>
<td valign="top" align="center">-120</td>
<td valign="top" align="center">R2</td>
<td valign="top" align="center">608</td>
<td valign="top" align="center">44</td>
</tr>
<tr>
<td valign="top" align="center">H2</td>
<td valign="top" align="center">-1358</td>
<td valign="top" align="center">-85</td>
<td valign="top" align="center">R3</td>
<td valign="top" align="center">1035</td>
<td valign="top" align="center">72</td>
</tr>
<tr>
<td valign="top" align="center">H3</td>
<td valign="top" align="center">-923</td>
<td valign="top" align="center">-59</td>
<td valign="top" align="center">R4</td>
<td valign="top" align="center">1571</td>
<td valign="top" align="center">107</td>
</tr>
<tr>
<td valign="top" align="center">1962</td>
<td valign="top" align="center">-621</td>
<td valign="top" align="center">-41</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="center">1981</td>
<td valign="top" align="center">-191</td>
<td valign="top" align="center">-22</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="center">2003</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>For future projections, the morphological evolution of the YRD is assumed to be primarily driven by fluvial sediment deposition (<xref ref-type="bibr" rid="B54">Syvitski and Saito, 2007</xref>). Based on the measured sediment load data and established land area data from 1959 to 2015 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>), a linear regression function was established to describe the relationship between the cumulative delta land accretion area and riverine sediment supply:</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Relationship between delta land area and riverine sediment supply. <bold>(A)</bold> Land area changes of the YRD from 1855 to 2015, and annual sediment input from 1959 to 2020. <bold>(B)</bold> Relationship between the cumulative land area and the cumulative sediment load during 1959-2015. <bold>(C)</bold> Future projection of riverine sediment supply.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1644888-g003.tif">
<alt-text content-type="machine-generated">Charts showing relationship between delta land area and riverine sediment supply. Panel A shows the cumulative land area (kilometers squared) from 1855-2015 and annual sediment load (10^8 tons per year) from 1959 to 2020. Red dots indicate land area, while a light line shows sediment load. Panel B is a scatter plot of cumulative land area versus cumulative sediment load, with a positive trend line and equation. Panel C projects sediment load over 100 years, showing regular fluctuations between 3 and 11 (10^8 tons per year).</alt-text>
</graphic>
</fig>
<disp-formula id="eq3">
<label>(3)</label>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
<mml:mi>A</mml:mi>
</mml:mstyle>
<mml:mo>=</mml:mo>
<mml:mn>1.92</mml:mn>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mstyle>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>29.45</mml:mn>
<mml:mi>,</mml:mi>
<mml:msup>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>=</mml:mo>
<mml:mn>0.89</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <inline-formula>
<mml:math display="inline" id="im4">
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
<mml:mi>A</mml:mi>
</mml:mstyle>
</mml:mrow>
</mml:math>
</inline-formula> is cumulative land accretion area of the delta (km<sup>2</sup>), <inline-formula>
<mml:math display="inline" id="im5">
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
</inline-formula> is cumulative sediment load (10<sup>8</sup> t). <xref ref-type="disp-formula" rid="eq3">Equation 3</xref> reveals a strong correlation between delta land area and sediment load (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Although sediment delivery to the delta has declined in recent decades due to soil conservation and dam construction in the YR basin, the low sediment load may not be sustained over a long time due to the cyclical nature of climate change and the limited retention capacity of sediment trapping projects upstream (<xref ref-type="bibr" rid="B30">Kong et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B61">Wang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B20">Guo et&#xa0;al., 2021</xref>). Existing studies has projected future sediment discharge of the YR to range between 0.4 and 1.0 Gt/a (<xref ref-type="bibr" rid="B74">YREC, 2018</xref>; <xref ref-type="bibr" rid="B8">Dang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B35">Liu et&#xa0;al., 2024</xref>).To reflect this potential variability, the historical sediment series from 1979 to 1985 was adopted and repeated to cover the century-scale simulation period, yielding a multi-year average sediment load of 0.8 Gt/a, with annual values ranging from 0.3 to 1.1 Gt/a (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). Based on this dataset, four future scenarios (R1&#x2013;R4; see <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) were developed using <xref ref-type="disp-formula" rid="eq3">Equation 3</xref>. The YRD is projected to expand by 1571 km&#xb2; over the next 107 years. The corresponding shoreline configurations are illustrated in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>. Rather than predicting a deterministic future state, the projected scenarios enable the exploration of potential feedbacks between delta and adjacent sea in the long term. To isolate the effects of delta coastline changes, this study excludes other anthropogenic modifications in the coastline, such as land reclamation or navigation channel construction.</p>
</sec>
<sec id="s2_3_3">
<label>2.3.3</label>
<title>Data analysis</title>
<p>The tidal flux refers to the volume of tidal water that passes through a section during flood and ebb of the tide. It is calculated based on the <xref ref-type="disp-formula" rid="eq4">Equation 4</xref> (<xref ref-type="bibr" rid="B78">Zhang et&#xa0;al., 2016</xref>):</p>
<disp-formula id="eq4">
<label>(4)</label>
<mml:math display="block" id="M4">
<mml:mrow>
<mml:mi>W</mml:mi>
<mml:mo>=</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>+</mml:mo>
<mml:mi>h</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mi>B</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <inline-formula>
<mml:math display="inline" id="im6">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (m/s) is the depth averaged flow velocity, <inline-formula>
<mml:math display="inline" id="im7">
<mml:mrow>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (m) is the free surface variation, <italic>h</italic> (m) is the water depth, <italic>B</italic>(m) is the width of the section, <inline-formula>
<mml:math display="inline" id="im8">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im9">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the start and end times of the high tide or low tide cycle, respectively.</p>
<p>Tidal currents act as the persistent hydrodynamic driver shaping the long-term morphological and ecological processes in deltaic systems (<xref ref-type="bibr" rid="B22">Hoitink et&#xa0;al., 2017</xref>). To investigate how changes in tidal dynamics may affect the sediment transport process in the estuary, an indicator is introduced to quantify the offshore sediment transport capacity driven by tidal currents. It can be expressed as <inline-formula>
<mml:math display="inline" id="im10">
<mml:mrow>
<mml:msub>
<mml:mi>Q</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>Q</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, where <inline-formula>
<mml:math display="inline" id="im11">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the water discharge and <inline-formula>
<mml:math display="inline" id="im12">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>&#x223c;</mml:mo>
<mml:msup>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>g</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the depth averaged sediment concentration (<xref ref-type="bibr" rid="B73">Yalin, 1977</xref>). Then the relationship between the sediment transport capacity and tidal currents can be formulated as: <inline-formula>
<mml:math display="inline" id="im13">
<mml:mrow>
<mml:msub>
<mml:mi>Q</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x223c;</mml:mo>
<mml:msup>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>. Accordingly, the indicator for the tidal sediment transport capacity (<italic>T<sub>s</sub>
</italic>) over a period of <italic>t<sub>n</sub>
</italic> can be expressed as <xref ref-type="disp-formula" rid="eq5">Equation 5</xref>
</p>
<disp-formula id="eq5">    <label>(5)</label>
<mml:math display="block" id="M5">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mn>3</mml:mn>
</mml:msup>
<mml:mi>d</mml:mi>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
</disp-formula>
<p>In this study, <italic>T<sub>s</sub>
</italic> is calculated as the two-month average value. Since the transport of contaminants and other masses also depends on tidal currents and turbulence, variation in <italic>T<sub>s</sub>
</italic> can also be used as a proxy to reflect potential shifts in other transport processes such as pollutant dispersion.</p>
</sec>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Theoretical model</title>
<p>To investigate how tide propagates in the bay under the influence of delta expansion, a theoretical model is established. The bay is idealized as a system with a constant width and water depth. Under the small-amplitude and Boussinesq assumptions, and neglecting the Coriolis force, conservation of mass and momentum equations are as <xref ref-type="disp-formula" rid="eq6">Equations 6</xref>, <xref ref-type="disp-formula" rid="eq7">7</xref>
</p>
<disp-formula id="eq6">
<label>(6)</label>
<mml:math display="block" id="M6">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>Q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>+</mml:mo>
<mml:mi>b</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>=</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="eq7">
<label>(7)</label>
<mml:math display="block" id="M7">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>Q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>+</mml:mo>
<mml:mfrac>
<mml:mo>&#x2202;</mml:mo>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>Q</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mi>A</mml:mi>
</mml:mfrac>
<mml:mo>)</mml:mo>
<mml:mo>+</mml:mo>
<mml:mi>g</mml:mi>
<mml:mi>A</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>+</mml:mo>
<mml:mi>b</mml:mi>
<mml:mi>F</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <inline-formula>
<mml:math display="inline" id="im14">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>b</mml:mi>
<mml:mi>h</mml:mi>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the tidal discharge, <italic>b</italic> is the width, <italic>u</italic> is depth averaged velocity, <italic>h</italic> is water depth, <italic>A</italic> is the cross-sectional area, <inline-formula>
<mml:math display="inline" id="im15">
<mml:mi>&#x3b7;</mml:mi>
</mml:math>
</inline-formula> is the water level, <italic>g</italic> is gravity, <inline-formula>
<mml:math display="inline" id="im16">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mo>~</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:mi>u</mml:mi>
<mml:mo>|</mml:mo>
<mml:mi>u</mml:mi>
<mml:mo>|</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> is the frictional resistance, and <inline-formula>
<mml:math display="inline" id="im17">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is drag coefficient. In the absence of convective acceleration and friction, conservation of mass and momentum equations are as <xref ref-type="disp-formula" rid="eq8">Equation 8</xref>
</p>
<disp-formula id="eq8">
<label>(8)</label>
<mml:math display="block" id="M8">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mo>*</mml:mo>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b7;</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b7;</mml:mi>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>&#x3bb;</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>&#x3bb;</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>L</italic> is the length of the basin, <inline-formula>
<mml:math display="inline" id="im18">
<mml:mi>&#x3bb;</mml:mi>
</mml:math>
</inline-formula> is the tidal wavelength. Further incorporating the friction into the analysis, the amplification (<inline-formula>
<mml:math display="inline" id="im19">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mo>*</mml:mo>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) with friction which has been linearized (<xref ref-type="bibr" rid="B55">Talke and Jay, 2020</xref>) as <xref ref-type="disp-formula" rid="eq9">Equations 9</xref>-<xref ref-type="disp-formula" rid="eq11">11</xref>
</p>
<disp-formula id="eq9">
<label>(9)</label>
<mml:math display="block" id="M9">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mo>*</mml:mo>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:msqrt>
<mml:mn>2</mml:mn>
</mml:msqrt>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>cosh</mml:mi>
<mml:mo>(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>)</mml:mo>
<mml:mo>+</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>)</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="eq10">
<label>(10)</label>
<mml:math display="block" id="M10">
<mml:mrow>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>=</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>+</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>2</mml:mn>
<mml:msqrt>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>+</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>r</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="eq11">
<label>(11)</label>
<mml:math display="block" id="M11">
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>=</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>+</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>2</mml:mn>
<mml:msqrt>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>+</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>r</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <inline-formula>
<mml:math display="inline" id="im20">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>T</mml:mi>
<mml:msqrt>
<mml:mrow>
<mml:mi>g</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula> is the tidal wavelength, <inline-formula>
<mml:math display="inline" id="im21">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is angular frequency, <inline-formula>
<mml:math display="inline" id="im22">
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>3</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:mi>U</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>8</mml:mn>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the linearized friction coefficient, <italic>U</italic> is the velocity.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results and discussion</title>
<sec id="s3_1">
<label>3.1</label>
<title>Tidal responses in the entire Bohai Sea</title>
<p>To investigate the overall impact of the delta expansion on the tidal regime in the BS, tidal flux during spring and neap tides were quantified across four profiles (P1-P4, as shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). The temporal variations of tidal flux in each profile are illustrated in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>, expressed as relative changes compared to the 2003 value. With the continuous advancement of the YRD coastline since 1855, tidal flux in the major bays exhibited an increasing trend. However, this trend is projected to reverse under future scenarios. The most significant changes occur in the LZB. As the delta coastline continues to advance after 2003, tidal flux is projected to rise by 6-10% in the initial decades, reaching its maximum under scenario R2. It subsequently begins to decline, with the largest reduction of 8.9% under scenario R4 relative to the 2003 levels. In the BHB, tidal flux reached the peak in 1981, and has since shown a decrease, with a maximum projected reduction of 11.5% under scenario R4. Similarly, the expansion of the delta after 2003 leads to a gradual decline in tidal flux in the LDB, with a maximum reduction of 6%. Tidal flux through the Bohai Strait under future scenarios also exhibits fluctuations, with a reduction of approximately 1%. Overall, the bays in the BS exhibit similar trends in tidal flux variation, with an initial increase followed by a decline. The LZB and BHB, which are adjacent to the YRD and have relatively smaller basin sizes, experience more pronounced variations. In contrast, the LDB, located farther from the delta and occupying a larger area, shows smaller fluctuations in tidal flux.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Tidal dynamic changes in the BS. <bold>(A)</bold> Relative change in tidal flux across P1-Laizhou Bay (LZB), <bold>(B)</bold> P2-Bohai Bay (BHB), <bold>(C)</bold> P3-Liaodong Bay (LDB), <bold>(D)</bold> P4-Bohai Strait (ST); Tidal flux changes are expressed as percentages relative to the 2003 baseline. <bold>(E)</bold> Difference in maximum tidal flow velocity between 2003 and R2; <bold>(F)</bold> Difference in maximum tidal flow velocity between R2 and R4; The dashed line indicates the 2003 coastline.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1644888-g004.tif">
<alt-text content-type="machine-generated">Graphs and maps illustrate changes in tidal flux (W) and maximum velocity (Vmax) over time and location. Panels A-D show relative changes in tidal flux for different sites, P1-LZB to P4-ST, comparing spring and neap tides over time. Panels E-F depict color-coded maps of differences in maximum velocity between 2003, R2, and R4, emphasizing areas with increased or decreased speeds, with variations shown in red and blue shades for regions of the Bohai Sea.</alt-text>
</graphic>
</fig>
<p>The spatial distribution of changes in maximum tidal flow velocity (<italic>V</italic>
<sub>max</sub>) under different delta coastline conditions during spring tides are shown in <xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4E, F</bold>
</xref>. Relative to 2003, changes in <italic>V</italic>
<sub>max</sub> under scenario R2 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4E</bold>
</xref>) exhibit spatial inconsistency, ranging from -0.24 to 0.29 m/s. In the LZB, <italic>V</italic>
<sub>max</sub> shows a general increasing trend, with the greatest increase reaching up to 0.29 m/s. In contrast, both the BHB and LDB experience decline in <italic>V</italic>
<sub>max</sub>, with maximum reductions of 0.31 and 0.06 m/s, respectively. A slight increase is observed in the Bohai Strait, with the maximum increase of 0.04 m/s. The difference between scenarios R2 and R4 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4F</bold>
</xref>) suggests that regions with enhanced flow velocities become spatially confined. While the LZB continues to exhibit increasing <italic>V</italic>
<sub>max</sub>, with a maximum increase of 0.25 m/s, most other regions of the BS experience further decline, with reductions of up to 0.37 m/s. The largest decrease occurs along the western margin of the YRD. These results indicate that the continued expansion of the delta induces a widespread reduction in tidal flow velocities throughout the BS, including the BHB, LDB and the central area, consistent with the changes in tidal flux. Conversely, the LZB experiences sustained intensification of tidal flow velocities. This localized enhancement is primarily attributed to the morphological shrinkage of the bay, which amplifies local hydrodynamics by concentrating flow within a reduced spatial domain (<xref ref-type="bibr" rid="B21">Hallock et&#xa0;al., 2003</xref>). Nevertheless, despite the amplified velocities, the concurrent reduction in bay area ultimately results in a net decrease in tidal flux through the LZB (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Tidal dynamics around the delta</title>
<p>Tidal dynamics play a crucial role in controlling sediment deposition and transport processes in the delta, and have also been altered by the delta expansion. <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref> illustrates the spatial evolution of tidal sediment transport capacity (<italic>T<sub>s</sub>
</italic>) in response to historical and projected shoreline changes. During the initial stage in 1855, when the delta shoreline exhibited a smooth configuration, <italic>T<sub>s</sub>
</italic> in the estuarine region remained generally low (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). The subsequent formation of distinct deltaic lobes through sediment deposition created morphological protrusions that modified local hydrodynamic conditions. These geomorphic changes accelerated tidal currents and enhanced <italic>T<sub>s</sub>
</italic> near the deltaic lobes. Specifically, the diversion of the deltaic river into the SXG course led to the formation of a new delta lobe by 1962, inducing localized increase in <italic>T<sub>s</sub>
</italic> nearshore (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). This effect of coastline advancement became more pronounced by 1982, when the shoreline in the northern delta extended seaward by approximately 20 km due to the formation of the DKH lobe, resulting in markedly enhanced <italic>T<sub>s</sub>
</italic> along the northern delta front (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). Subsequently, the evolution of the QSG lobe by 2003 resulted in a new center of high <italic>T<sub>s</sub>
</italic> in the southern delta front (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>). The tidal dynamics near the DKH lobe remain stronger than the QSG lobe, consistent with observed records (<xref ref-type="bibr" rid="B64">Wang and Liang, 2000</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Distribution of tidal sediment transport capacity <italic>Ts</italic> around the YRD during different periods. <bold>(A)</bold> 1855; <bold>(B)</bold> 1962; <bold>(C)</bold> 1981; <bold>(D)</bold> 2003; <bold>(E)</bold> R1; <bold>(F)</bold> R2; <bold>(G)</bold> R3; <bold>(H)</bold> R4. The dashed line indicates the 2003 coastline.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1644888-g005.tif">
<alt-text content-type="machine-generated">Charts showing tidal sediment transport capacity over different years and scenarios near the Yellow River Delta. Panels A to D represent the years 1855,1962, 1981, and 2003, respectively, displaying variability in sediment transport capacity, with stronger capacities indicated in red and weaker in blue. Panels E to H represent scenarios R1 to R4. The scale bar indicates sediment transport capacity values from zero to 0.20.</alt-text>
</graphic>
</fig>
<p>Under future scenarios (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5E&#x2013;H</bold>
</xref>), the continuous seaward progradation of the QSG lobe is projected to further intensify <italic>T<sub>s</sub>
</italic> near the active river mouth. In contrast, abandoned lobes in the northern delta exhibit a continuous decline in <italic>T<sub>s</sub>
</italic>, despite no additional shoreline modification being imposed on those areas. This spatial divergence highlights the non-uniform tidal responses to deltaic evolution, where modifications to one segment of the shoreline can influence tidal dynamics throughout the system. Additionally, while the use of different bathymetry data sources may introduce local discrepancies in tidal magnitude, the tidal evolution patterns observed in this study can be supported by previous studies. Specifically, <xref ref-type="bibr" rid="B2">Bai et&#xa0;al. (2019)</xref> simulated flow patterns near the YRD over the past 60 years, demonstrating high-flow-velocity zones closely related to the formation of sand spits in the river mouth; <xref ref-type="bibr" rid="B75">Zhan et&#xa0;al. (2020)</xref> indicated that tidal currents off the active delta lobe increased significantly with the progradation of the river mouth since 1976. Similarly, Wang et&#xa0;al. (2015a) revealed the strong tidal current areas shifted from the abandoned to the active river mouth after 1996, with increased flow velocities near the active mouth and a decline near the abandoned lobe. These studies can support the spatial divergence and changing trends captured in this study, that further highlight the feedback between deltaic morphological evolution and tidal dynamics.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Mechanism of the tidal responses</title>
<p>Here, the propagation of M<sub>2</sub> tide, the dominant tidal constituent in the BS, is investigated by the theoretical model. <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref> illustrates the variation of amplification as a function of normalized length (<inline-formula>
<mml:math display="inline" id="im23">
<mml:mrow>
<mml:mi>L</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) and friction (<inline-formula>
<mml:math display="inline" id="im24">
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>) in the idealized bay. Resonance within the basin is identified at the peaks of the amplification lines. Changes in bay length make the basin approach or move away from the resonance. For basins with a length below the resonant frequency, tidal amplification increases with basin length. Conversely, for systems above this threshold, increasing length would decrease the amplification. The approximate positions of the historical and current YRD within this parameter space of M<sub>2</sub> constitute are shown in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>. Since 1855, expansion of the YRD into the BS has effectively shortened the tidal basin, thereby moving the system closer to resonance. However, the current YRD appears to lie near the threshold point. Further seaward expansion of the delta might shift the system beyond the resonant state, resulting in a gradual decrease of the tidal amplification. It indicates the nonlinear relationship between tidal dynamics and delta coastline evolution, consistent with the numerical simulations. Furthermore, beyond delta evolution, large-scale land reclamation also modifies the shoreline and constrains the bay geometry, producing impacts on tides. <xref ref-type="bibr" rid="B85">Zhu et&#xa0;al. (2018)</xref>; <xref ref-type="bibr" rid="B33">Liu et&#xa0;al. (2023a)</xref>, and <xref ref-type="bibr" rid="B71">Wu et&#xa0;al. (2023b)</xref> suggested that the land reclamation reduced tidal currents and tidal flux within the BS, leading to increase in residence time and decrease in water exchange capacity. Similar patterns have been observed in other estuary systems. In China&#x2019;s Lingdingyang Bay, large-scale land reclamation projects have reduced tidal flux and weakened tidal currents (<xref ref-type="bibr" rid="B7">Chu et&#xa0;al., 2022</xref>). In contrast, the Ems Estuary of Germany has experienced enhanced tidal dynamics due to similar interventions (<xref ref-type="bibr" rid="B6">Chernetsky et&#xa0;al., 2010</xref>). These divergent responses are primarily driven by differences in their resonance state (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). While this geometric control is fundamental, resonance in more physically realistic systems, however, is influenced by additional factors including depth variations, width convergence and bottom friction (<xref ref-type="bibr" rid="B49">Ralston et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B31">Larson et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B17">Gao et&#xa0;al., 2024</xref>). Changes in depth and width influence the progradation speed of tidal waves and frictional damping, thereby altering the resonant frequency and maximum amplification (<xref ref-type="bibr" rid="B50">Roos and Schuttelaars, 2011</xref>; <xref ref-type="bibr" rid="B12">Ensing et&#xa0;al., 2015</xref>). As shown in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>, changes in water depth (<italic>h</italic>) could modify both friction (<inline-formula>
<mml:math display="inline" id="im25">
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>) and tidal wavelength (<inline-formula>
<mml:math display="inline" id="im26">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>), and increased friction (<inline-formula>
<mml:math display="inline" id="im27">
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>) reduces the maximum amplification. Despite the simplifications used in the model, it still provides valuable insights into how the resonance might be altered by geometry changes (<xref ref-type="bibr" rid="B55">Talke and Jay, 2020</xref>), as it captures the dominant tidal constituent and characteristic scales of the BS.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Amplification of tide magnitude (M<sub>2</sub> constitute). <italic>r/&#x3c9;</italic> indicates friction condition. <italic>L/&#x3bb;<sub>0</sub>
</italic> is the normalized length. Squares: the approximate locations of YRD in this parameter space. Circles: the approximate locations of other real systems.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1644888-g006.tif">
<alt-text content-type="machine-generated">Graph showing amplification (A*) versus normalized length of the bay with various friction conditions. Curves in red and blue indicate different friction conditions. Labels include YRD 2003, YRD 1855, Lingdingyang Bay, Modern Ems Estuary, and Historical Ems Estuary, with specific data points marked by squares and circles.</alt-text>
</graphic>
</fig>
<p>Furthermore, the simulation results reveal an intensification of local tidal dynamics near the active deltaic lobe and in the adjacent LZB. As the active delta lobe shoreline protrudes seaward, the convex shoreline geometry accelerates tidal currents in the nearshore regions. This process is analogous to flow around a bluff body, where fluid passing a body with a broad cross-section experiences flow separation and local acceleration due to pressure gradients and streamline deflection (<xref ref-type="bibr" rid="B3">Bearman, 1984</xref>). Similarly, the advancing delta lobe acts as a bluff obstacle in the tidal flow field, enhancing nearshore velocities.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Implications for coastal sustainability</title>
<p>The YRD evolves under changing tidal conditions. The YR has discharged into a shallow embayment following the shift of the river mouth from the DKH to QSG course in 1976. Weak tidal currents near the river mouth have favored sediment accumulation on the delta plain and accelerated the infilling of the shallow embayment for land building (<xref ref-type="bibr" rid="B76">Zhang et&#xa0;al., 2018</xref>). Previous studies examined that over 70% of the sediment delivered by the YR was deposited within the nearshore region (<xref ref-type="bibr" rid="B84">Zhou et&#xa0;al., 2020</xref>), exceeding the 50&#x2013;60% deposition rate observed at the abandoned lobes (<xref ref-type="bibr" rid="B10">Dong, 1997</xref>), where the tidal currents were stronger. Tidal dynamics and sediment transport capacity near the active QSG lobe are projected to enhance with the continued progradation of the river mouth. However, it should be noted that such intensification depends on the elongation of the river mouth, which could elevate the base level of the perched lower YR and increase the risk of overbank flooding (<xref ref-type="bibr" rid="B51">Shi et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B82">Zheng et&#xa0;al., 2019</xref>). Meanwhile, tidal dynamics near the abandoned DKH lobe weakens with the expansion of the active lobe. There is an alternative flow path within the DKH lobe, which could potentially replace the current QSG course or serve as a flood diversion channel (<xref ref-type="bibr" rid="B46">Qian et&#xa0;al., 2023</xref>). However, the decline in tidal currents might hinder sediment dispersal and promote further sedimentation in the standby river mouth. This trend poses challenges to the long-term morphological stability of the delta and may affect its resilience to future changes.</p>
<p>Furthermore, the progressive seaward expansion of the YRD acts as a protruding boundary that disrupts the propagation and reflection of tidal waves. This morphological evolution is projected to diminish tidal currents and reduce tidal flux across the major bays. The BHB, where major ports like Caofeidian and Huanghua are located, shows a significant decline in tidal currents. The weakened tidal dynamics could reduce natural sediment flushing and dispersal in navigation channels (<xref ref-type="bibr" rid="B52">Song et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B24">Huang et&#xa0;al., 2023</xref>), accelerating siltation in port basins and increasing reliance on dredging operations, thus elevating maintenance costs (<xref ref-type="bibr" rid="B15">Fuller et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B9">Deng et&#xa0;al., 2025</xref>). In addition, diminished tidal dynamics could increase the water residence time within the basin (<xref ref-type="bibr" rid="B68">Wisha et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B71">Wu et&#xa0;al., 2023b</xref>). This prolonged retention directly elevates the risk of eutrophication by allowing nutrients from riverine inputs and coastal activities to accumulate (<xref ref-type="bibr" rid="B40">Mundaca et&#xa0;al., 2025</xref>) and fueling persistent phytoplankton blooms (<xref ref-type="bibr" rid="B42">Ouyang et&#xa0;al., 2023</xref>), including harmful algal blooms (<xref ref-type="bibr" rid="B53">Song et&#xa0;al., 2016</xref>). Meanwhile, the accumulation of pollutants such as heavy metals and microplastics might also be exacerbated, posing chronic threats to marine organisms and ecosystem health (<xref ref-type="bibr" rid="B32">Li et&#xa0;al., 2018</xref>). Moreover, the loss of tidal mixing could promote stratification of the water column and reduce vertical exchange of oxygen, increasing the likelihood of hypoxic or even anoxic conditions in bottom waters (<xref ref-type="bibr" rid="B79">Zhang et&#xa0;al., 2022a</xref>; <xref ref-type="bibr" rid="B69">Wu et&#xa0;al., 2025</xref>). The hypoxic emerges as a major threat to marine biodiversity, leading to mass death of benthic organisms and disrupting the structure and function of marine ecosystems (<xref ref-type="bibr" rid="B48">Rakocinski et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B58">Thompson et&#xa0;al., 2023</xref>). Reduced growth and reproduction linked to poor water conditions also lead to substantial declines in fishery yields and economic losses for coastal communities (<xref ref-type="bibr" rid="B23">Huang et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B34">Liu et&#xa0;al., 2023b</xref>). Given the limited environmental capacity and ecological vulnerability of the BS, tidal weakening induced by delta expansion warrants attention in coastal management.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Uncertainty analysis and outlooks</title>
<p>To evaluate the robustness of the simulation results, an uncertainty analysis was conducted focusing on key parameters including friction (quantified by Manning coefficients) and grid resolution. Manning coefficients were varied from 0.014 to 0.020 relative to the baseline value of 0.0165. Water levels and tidal flow velocities during spring tide were analyzed at three representative sites for comparison (LZ, BH, and LD; see <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Variations in Manning coefficients primarily affected the magnitude of water levels and tidal currents, with increased friction leading to reduced tidal dynamics (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A&#x2013;F</bold>
</xref>). Meanwhile, minimal phase shifts were observed, indicating little impact on the simulated trend in tidal responses. To examine spatial resolution sensitivity, simulations were performed using both the original 1.5 km grid and a refined 0.75 km grid. The refined mesh resulted in only minor differences in tidal currents, with the RMSE values for simulated velocities below 0.015 m/s (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7G&#x2013;I</bold>
</xref>). These results suggest that the baseline grid resolution is adequate for capturing the basin-scale tidal dynamics.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Water levels and flow velocities under parameter sensitivity analysis. <bold>(A&#x2013;C)</bold> Water levels, and <bold>(D&#x2013;F)</bold> flow velocities under various Manning coefficients (<italic>n</italic>). <bold>(G&#x2013;I)</bold> Flow velocities under various grid resolution refinements. <italic>l</italic> denotes the grid resolution in longitudinal and latitudinal directions. LZ, BH, and LD are measurement points located in the LZB, BHB and LDB, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1644888-g007.tif">
<alt-text content-type="machine-generated">Charts showing model sensitivity to key parameters including friction and grid resolution. Panels A to C represent water levels under different Manning coefficients, while Panels D to F show velocities. Panels G to I represent velocities under various grid resolutions.</alt-text>
</graphic>
</fig>
<p>This study estimates the tidal evolution across the BS to long-term expansion of the YRD. While the findings offer valuable insights into geometry-tidal feedbacks and their implications for coastal sustainability, certain limitations regarding the method should be acknowledged. First, the use of static shorelines neglects short-term morphological changes, which may affect nearshore hydrodynamics at finer spatial scales (<xref ref-type="bibr" rid="B5">Cao et&#xa0;al., 2023</xref>). Second, the analysis focuses solely on tidal dynamics, whereas other processes such as wind-waves, especially during winter storms, could temporarily enhance water levels and currents in estuaries (<xref ref-type="bibr" rid="B81">Zhao et&#xa0;al., 2025</xref>). In addition, the two-dimensional model does not account for density-stratification effects which may influence sediment deposition processes in the river mouth during flood events (<xref ref-type="bibr" rid="B70">Wu et&#xa0;al., 2023a</xref>). These factors operate at distinct spatiotemporal scales and are worth being considered in future work to achieve a more comprehensive understanding of coupled estuarine dynamics.</p>
</sec>
</sec>
<sec id="s4" sec-type="conclusions">
<label>4</label>
<title>Conclusions</title>
<p>In this study, the tidal responses across the BS throughout the historical and projected expansion of the YRD were investigated using a large-scale hydrodynamic model. The mechanisms driving the changing tides were explored based on the theoretical analysis. In addition, the potential implications for the coastal region were analyzed. The findings reveal that the continuous seaward expansion of the YRD has altered the tidal resonance states of the BS, inducing nonlinear variations in tidal dynamics. Historical delta progradation since 1855 has led to enhanced tidal currents and flux across the major bays. However, future expansion of the delta is projected to reduce tidal fluxes and flow velocities across most regions of the BS in the coming decades. Local tidal currents and sediment transport capacity are projected to increase around the active QSG lobe due to the elongated river mouth, at the cost of the base-level rise of the perched YR. Conversely, the abandoned lobes experience decreased tidal dynamics as the active lobe progrades seaward, potentially hindering sediment dispersal in the standby river mouth. The sustained seaward expansion of the YRD raises concerns regarding coastal sustainability. The projected reduction in tidal currents and flux in the BS may diminish water exchange capacity and tidal mixing, thereby increasing the risk of water quality deterioration and ecological degradation. These findings highlight the critical need to incorporate tidal feedbacks into future coastal planning and delta management to safeguard the morphological and ecological stability of the coupled system.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material.Further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>JS: Writing &#x2013; original draft, Investigation, Visualization, Data curation, Writing &#x2013; review &amp; editing, Methodology. MZ: Funding acquisition, Data curation, Writing &#x2013; review &amp; editing, Methodology. JZ: Project administration, Conceptualization, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work is supported by Key Technologies Research and Development Program (2022YFC3202701).</p>
</sec>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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