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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1390303</article-id>
<article-id pub-id-type="doi">10.3389/feart.2024.1390303</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The retarding effect of glacier degradation on the Earth&#x2019;s rotation</article-title>
<alt-title alt-title-type="left-running-head">Wang et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/feart.2024.1390303">10.3389/feart.2024.1390303</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Chengming</given-names>
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<sup>1</sup>
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<surname>Jia</surname>
<given-names>Zezhong</given-names>
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<sup>1</sup>
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<surname>Wen</surname>
<given-names>Hao</given-names>
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<given-names>Shihui</given-names>
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<surname>Ma</surname>
<given-names>Hao</given-names>
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<sup>1</sup>
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<surname>Liu</surname>
<given-names>Shuling</given-names>
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<name>
<surname>Li</surname>
<given-names>Tongjun</given-names>
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<surname>Shen</surname>
<given-names>Ruofan</given-names>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Huanhuan</given-names>
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<sup>2</sup>
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<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<surname>Liu</surname>
<given-names>Yanyan</given-names>
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<sup>2</sup>
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<sup>3</sup>
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<name>
<surname>Wang</surname>
<given-names>Yongfeng</given-names>
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<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Li</surname>
<given-names>Baojun</given-names>
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<sup>2</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>School of Mechanical and Power Engineering</institution>, <institution>Zhengzhou University</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Research Center of Green Catalysis</institution>, <institution>College of Chemistry</institution>, <institution>Zhengzhou University</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>College of Science</institution>, <institution>Henan Agricultural University</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Key Laboratory for the Physics and Chemistry of Nanodevices</institution>, <institution>Department of Electronics</institution>, <institution>Peking University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/242446/overview">Summer Rupper</ext-link>, The University of Utah, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/389320/overview">Suhail A. Lone</ext-link>, University of Kashmir, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/807859/overview">Donghui Shangguan</ext-link>, Chinese Academy of Sciences (CAS), China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Baojun Li, <email>lbjfcl@zzu.edu.cn</email>; Yanyan Liu, <email>lyylhs180208@163.com</email>; Yongfeng Wang, <email>yongfengwang@pku.edu.cn</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>09</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1390303</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>09</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Wang, Jia, Wen, Jiao, Ma, Liu, Li, Shen, Zhang, Liu, Wang and Li.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Wang, Jia, Wen, Jiao, Ma, Liu, Li, Shen, Zhang, Liu, Wang and Li</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>
<sec>
<title>Introduction</title>
<p>The massive loss of global glacier mass caused by climate problems has caused concern, while the Earth&#x2019;s rotation as the most significant form of motion has also been subtly affected. However, the quantitative effects of massive glaciers losing mass on Earth&#x2019;s rotation have not been revealed.</p>
</sec>
<sec>
<title>Methods</title>
<p>Herein, the knowledge of moment of inertia and suitable rotational inertia models in classical mechanics is initially utilized to assess the effect of quantitative glaciers losing mass on Earth's rotation.</p>
</sec>
<sec>
<title>Results</title>
<p>After specific calculations, the putative 200 billion tons of glaciers losing mass bring on an increase of 1.4099&#xd7;10<sup>-4</sup>s in Earth&#x2019;s rotation time in 365 days.</p>
</sec>
<sec>
<title>Discussion</title>
<p>This work examines the connection between glaciers losing mass and Earth&#x2019;s rotation from classical mechanics, thus providing the way for investigations of relationship between climate changes and Earth.</p>
</sec>
</abstract>
<kwd-group>
<kwd>climate change</kwd>
<kwd>earth&#x2019;s rotation</kwd>
<kwd>glacier melting</kwd>
<kwd>quantitative calculations</kwd>
<kwd>rotational inertia</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Interdisciplinary Climate Studies</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The Earth&#x2019;s self-rotation, which refers to the rotation around its polar axis, is a vital form of motion, along with its revolution and progression (<xref ref-type="bibr" rid="B32">Schuh et al., 2021</xref>) and plays a decisive role in the ecological balance of living organisms (<xref ref-type="bibr" rid="B34">Sinturel et al., 2020</xref>; <xref ref-type="bibr" rid="B24">Reddy et al., 2023</xref>; <xref ref-type="bibr" rid="B37">van Wyk and Prinsloo, 2019</xref>; <xref ref-type="bibr" rid="B17">Klatt et al., 2021</xref>), the physical phenomena of nature (<xref ref-type="bibr" rid="B36">Ukhorskiy et al., 2014</xref>; <xref ref-type="bibr" rid="B40">Williams et al., 2014</xref>), the Earth&#x2019;s magnetic field (<xref ref-type="bibr" rid="B26">Richards et al., 1997</xref>; <xref ref-type="bibr" rid="B28">Roberts and King, 2013</xref>; <xref ref-type="bibr" rid="B22">Modiri et al., 2021</xref>), climate (<xref ref-type="bibr" rid="B13">Hunt, 1979</xref>; <xref ref-type="bibr" rid="B18">Kuhn et al., 1989</xref>), etc. The fact that the speed of the Earth&#x2019;s rotation is not constant is, of course, well known (<xref ref-type="bibr" rid="B2">Carter et al., 1984</xref>; <xref ref-type="bibr" rid="B10">Hide and Dickey, 1991</xref>; <xref ref-type="bibr" rid="B35">Triana et al., 2022</xref>). For the past few decades, the BIMP (Bureau International des Poids et Mesures) has used &#x201c;leap seconds&#x201d; to measure changes in the time of the Earth&#x2019;s rotation (<xref ref-type="bibr" rid="B8">Gibney, 2022</xref>; <xref ref-type="bibr" rid="B19">Leap Seconds Information Sheet, 2023</xref>). Moreover, there is no shortage of explanations for long-term changes in Earth&#x2019;s rotation through known factors such as tidal dissipation (<xref ref-type="bibr" rid="B27">Riguzzi et al., 2010</xref>; <xref ref-type="bibr" rid="B5">Daher et al., 2021</xref>; <xref ref-type="bibr" rid="B4">Chao and Ray, 1996</xref>; <xref ref-type="bibr" rid="B21">Madzak et al., 2016</xref>) and earthquakes (<xref ref-type="bibr" rid="B41">Xu and Li, 2022</xref>; <xref ref-type="bibr" rid="B3">Chao and Gross, 1987</xref>; <xref ref-type="bibr" rid="B20">Maddox, 1988</xref>; <xref ref-type="bibr" rid="B1">Anderson, 1974</xref>). Chao and Gross determined that earthquakes slow the Earth&#x2019;s rotation by approximately 0.1 microseconds per year. (<xref ref-type="bibr" rid="B5">Daher et al., 2021</xref>). Chao and Ray reviewed tidal research models and found that tidal effects affect the Earth&#x2019;s rotation by about 1&#x2013;2 microseconds per year (<xref ref-type="bibr" rid="B3">Chao and Gross, 1987</xref>). The above factors change the distribution of material to affect the rotation of the Earth, while the glacier losing mass is also listed among the reasons. In recent years, climate issues have caused a steady increase in glacier losing mass on Earth, especially in Greenland (<xref ref-type="bibr" rid="B14">Jani-Friend, 2022</xref>; <xref ref-type="bibr" rid="B23">Ramirez, 2022</xref>; <xref ref-type="bibr" rid="B9">Guy, 2023</xref>; <xref ref-type="bibr" rid="B33">Shepherd and Wingham, 2007</xref>; <xref ref-type="bibr" rid="B29">Rounce et al., 2023</xref>). Glacier mass loss not only causes natural disasters such as rising sea levels, freshwater shortages, and the intensification of the greenhouse effect but also has deeper effects on the Earth, such as its rotation. However, the trend of development and quantitative relationship (the exact amount of time changes in the Earth&#x2019;s rotation) between glaciers losing mass and the Earth&#x2019;s rotation has yet to be determined. Therefore, the specific impact of glaciers on the rotation of the Earth and the prediction of the development trend can be described by physical connections and quantitative calculations in the Newtonian mechanical system.</p>
<p>As early as the 1960s, Runcorn used knowledge of the moment of inertia (I) in classical mechanics to investigate variations in the Earth&#x2019;s moment of inertia (<xref ref-type="bibr" rid="B30">Runcorn, 1964</xref>). Etkins and Epstein calculated that melting over 50,000 cubic kilometers of glacier between 1900 and 1940, which shifted mass from the polar regions to the thin shell covering all the oceans, should have increased Earth&#x2019;s moment of inertia and correspondingly reduced its rotation by about 1.5 parts per 108 (<xref ref-type="bibr" rid="B6">Etkins and Epstein, 1982</xref>). In recent years, as various Earth data have been gradually refined, Ren et al. have studied the increasing trend of Earth&#x2019;s moment of inertia through data measured by the widely used 15-year Gravity Recovery and Climate Experiment (GRACE) (<xref ref-type="bibr" rid="B25">Ren and Hu, 2021</xref>). However, to better measure the specific impact of glacier lost mass on Earth&#x2019;s rotation, we choose the equations of moment of inertia (J), moment of momentum (L), angular velocity (&#x3c9;), and linear velocity (v) in the classical mechanical system for calculation (<xref ref-type="bibr" rid="B42">Young et al., 2019</xref>; <xref ref-type="bibr" rid="B16">Kittel et al., 2016</xref>). The detailed classical mechanical formulas are displayed in the supporting methods. According to the relevant theoretical mechanical theorem, the moment of momentum is conserved during the Earth&#x2019;s rotation, and when the Earth&#x2019;s moment of inertia changes, the angular velocity and the period will also change. This research explores the physical and scientific links between glacier lost mass and the Earth&#x2019;s rotation in the context of changes in the distribution of the Earth&#x2019;s mass because of large-scale glaciers&#x2019; lost mass on Earth in recent years. After assuming a quantitative pre- and post-melting glacier lost mass distribution, the magnitude of the moment of inertia before and after glacier melting is quantified by selecting the exact moment of inertia model and performing comparative analytical calculations to verify the effect of glacier lost mass on the Earth&#x2019;s rotation.</p>
</sec>
<sec id="s2">
<title>2 Earth&#x2019;s land and ocean distribution</title>
<p>First, the Earth&#x2019;s land and sea are unevenly distributed, with oceans covering a much larger area than land, and the area of the ocean is much higher than that of the land (<xref ref-type="fig" rid="F1">Figure 1A</xref>). About 510 million square kilometers of the Earth&#x2019;s surface area is covered by oceans, of which 360 million square kilometers (71%) and 150 million square kilometers (29%) are land area. To better apply the calculation of the moment of inertia model in classical mechanical systems, the Earth is divided into 18 intervals from the South Pole to the North Pole with 10&#xb0; as an interval for subsequent computations, and each dimension interval has specific values for sea and land (<xref ref-type="fig" rid="F1">Figure 1B</xref>) (<xref ref-type="bibr" rid="B11">Historical Geography of the National</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Simplified diagram of Earth&#x2019;s land and sea distribution; <bold>(B)</bold> The sizeof the ocean and land area in different latitude intervals.</p>
</caption>
<graphic xlink:href="feart-12-1390303-g001.tif"/>
</fig>
</sec>
<sec id="s3">
<title>3 Glaciers</title>
<sec id="s3-1">
<title>3.1 Total mass of glacier</title>
<p>Currently, Earth&#x2019;s three most glaciated regions are the Antarctic continent, Greenland, and the Arctic islands. Simultaneously, 95% of the Earth&#x2019;s glacier area and 99% of the glacier volume are contained in the Antarctic and Greenland, so the North and South Polar regions should be the essential areas for calculating the glacier lost mass before melting. Relative to the glacier mass and volume content in the polar regions, the glaciers in the middle and low-altitude alpine areas are no longer considered in this article. In this calculation of moment of inertia, we define the glacier to encompass all types of glaciers found in the high-latitude polar regions, specifically referring to the mass loss occurring in the polar ice sheets and peripheral mountain glaciers.</p>
<p>Combined with the research of Hugonnet (<xref ref-type="bibr" rid="B12">Hugonnet et al., 2021</xref>), Vargo (<xref ref-type="bibr" rid="B38">Vargo et al., 2020</xref>) and Zemp (<xref ref-type="bibr" rid="B43">Zemp et al., 2019</xref>) on accelerating glacier mass loss in the 21st century and related news reports (<xref ref-type="bibr" rid="B31">Satellite Data Shows Antarctic Peninsula, 2023</xref>; <xref ref-type="bibr" rid="B7">Gaind and Stoye, 2019</xref>), an average of 267 billion tons of glaciers lost mass each year from 2000 to 2019. Given that glaciers in high latitudes lose mass at a slower rate compared to those in middle and low latitudes and considering the issue of climate change, the calculation value of 200 billion tons is chosen for the total net mass value of glacier melt. Moreover, this value is established to simplify further calculations of the moment of inertia.</p>
</sec>
<sec id="s3-2">
<title>3.2 Glaciers distribution</title>
<p>Before the calculation can begin, the specific distribution of 200 billion tons of glaciers before and after mass loss needs to be specified. First, the distribution of glaciers before mass loss is specified. Combined with the latitude of the polar regions and the distribution of glaciers, we assume that before the 200 billion tons of glaciers melted, 150 billion tons of glaciers and 50 billion tons of glaciers similar to the spherical shell uniformly distributed in the north-south latitude 80&#xb0;&#x2013;90&#xb0; land region (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Second, the distribution of glaciers after mass loss is specified. Since the climate and seasonal changes in each latitude region have a significant influence on glacier melting and flow, for the convenience of model building and rotational inertia calculation, these effects are not considered in this article, while only the distribution mode of glaciers distributed in each dimensional interval after all mass loss is considered. Consequently, this research postulates that the 200 billion tons of glaciers will be uniformly distributed throughout the ocean area of the Earth&#x2019;s surface at all latitudes after melting, resulting in the same height of worldwide sea level rise (<xref ref-type="fig" rid="F2">Figure 2B</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Glacier distribution model. <bold>(A)</bold> Before the glaciers mass loss; <bold>(B)</bold> After the glaciers mass loss.</p>
</caption>
<graphic xlink:href="feart-12-1390303-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Calculation and results</title>
<sec id="s4-1">
<title>4.1 Earth&#x2019;s own moment of inertia</title>
<p>Earth is known to be an irregular sphere with slightly flattened poles and a slight bulge at the equator. While we assume the Earth is a rigid sphere for calculation purposes, and this simplification allows us to apply the sphere model to classical mechanical models (<xref ref-type="fig" rid="F3">Figure 3A</xref>). The parameters of the Earth rigid body model are derived from Earth&#x2019;s parameters (<xref ref-type="bibr" rid="B39">Williams, 2021</xref>), and all data are retained to four decimal places. The utilization of the rigid body model necessitates the employment of the uniform distribution method for calculating the moment of inertia of the Earth, which entails a certain degree of error when compared to the more precise and technically sophisticated methods for determining the moment of inertia of the Earth. However, considering the calculation model of the moment of inertia in classical physics used in this paper, although there is a certain error with more accurate calculation methods, the uniform distribution of the earth&#x2019;s moment of inertia is more reasonable.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Calculation models of the moment of inertia in classical mechanics system. <bold>(A)</bold> Earth rigid body model; <bold>(B)</bold> Calculation Model of Glacier Shell; <bold>(C)</bold> Comparison chart of latitude and integral interval.</p>
</caption>
<graphic xlink:href="feart-12-1390303-g003.tif"/>
</fig>
<p>After screening the moment of inertia models, the sphere model (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>, <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
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<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mi>m</mml:mi>
<mml:msup>
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</inline-formula>) (<xref ref-type="bibr" rid="B42">Young et al., 2019</xref>) is chosen to calculate the Earth&#x2019;s rotational inertia. All calculations in this article are retained to 4 decimal places. Here, we need to calculate the glacier and the Earth separately due to differences in the model for calculating the moment of inertia. Due to the Earth&#x2019;s measured mass containing the glacier mass, the assumed glacier mass is excluded when performing the Earth&#x2019;s own moment of inertia calculation. The detailed derivation of the spherical model formula and the calculation process of the moment of inertia can be found in supplementary model.</p>
<p>The Earth&#x2019;s own moment of inertia is:<disp-formula id="equ1">
<mml:math display="block" id="m2">
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<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
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<mml:mrow>
<mml:mn>2</mml:mn>
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</mml:msub>
<mml:msup>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>D</mml:mi>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
<mml:mn>5</mml:mn>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mfenced close=")" open="(" separators="|">
<mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>5.9724</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mn>4</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mfenced close=")" open="(" separators="|">
<mml:mrow>
<mml:mn>6.3714</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>6</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfenced>
<mml:mn>5</mml:mn>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>9.6980</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>1</mml:mn>
<mml:msup>
<mml:msup>
<mml:mn>0</mml:mn>
<mml:mn>3</mml:mn>
</mml:msup>
<mml:mn>7</mml:mn>
</mml:msup>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>k</mml:mi>
<mml:mi>g</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:msup>
<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
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</mml:mrow>
</mml:math>
</disp-formula>where <inline-formula id="inf2">
<mml:math id="m3">
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<mml:mi mathvariant="normal">E</mml:mi>
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</mml:mrow>
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</inline-formula> is the mass of the Earth minus 200 billion tons of glaciers <inline-formula id="inf3">
<mml:math id="m4">
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<mml:mfenced open="(" close=")" separators="|">
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<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>I</mml:mi>
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<mml:mo>&#x3d;</mml:mo>
<mml:mn>5.9724</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>1</mml:mn>
<mml:msup>
<mml:msup>
<mml:mn>0</mml:mn>
<mml:mn>2</mml:mn>
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<mml:mn>4</mml:mn>
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<mml:mo>&#x2212;</mml:mo>
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<mml:mn>1</mml:mn>
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<mml:mo>&#x2248;</mml:mo>
<mml:mn>5.9724</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>1</mml:mn>
<mml:msup>
<mml:msup>
<mml:mn>0</mml:mn>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mn>4</mml:mn>
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</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf4">
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</inline-formula> is the radius of the Earth <inline-formula id="inf5">
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<mml:mi>D</mml:mi>
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<mml:mo>&#x3d;</mml:mo>
<mml:mn>6.371393</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>6</mml:mn>
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<mml:mi>m</mml:mi>
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</mml:mrow>
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</inline-formula>.</p>
</sec>
<sec id="s4-2">
<title>4.2 Glacier&#x2019;s moment of inertia</title>
<p>Combined with the preset glacier distribution and the moment of inertia model, the spherical shell model (<xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>, <inline-formula id="inf6">
<mml:math id="m7">
<mml:mrow>
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<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>m</mml:mi>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>2</mml:mn>
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<mml:mn>3</mml:mn>
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</inline-formula>) (<xref ref-type="bibr" rid="B42">Young et al., 2019</xref>) is chosen to perform rotational inertia calculations before and after glacier mass loss, and the detailed derivation of the spherical shell model formula is shown in Supplementary model. To facilitate the spherical shell model for the calculation of the integration interval, assuming 0&#xb0; at the North Pole and 180&#xb0; at the South Pole, the North Pole to the South Pole is 0&#xb0;&#x2013;180&#xb0; as the coordinates of the integration interval, and the calculation is carried out with 10&#xb0; as an integration interval (<xref ref-type="fig" rid="F3">Figure 3B</xref>).</p>
<p>First, the moment of inertia before the 200 billion tons of glaciers mass loss is calculated. The moment of inertia of 50 billion tons of glaciers at 80&#xb0;&#x2013;90&#xb0; north latitude is <inline-formula id="inf7">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>N</mml:mi>
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<mml:mo>&#x3d;</mml:mo>
<mml:mn>2.3304</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>1</mml:mn>
<mml:msup>
<mml:msup>
<mml:mn>0</mml:mn>
<mml:mn>2</mml:mn>
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<mml:mn>3</mml:mn>
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</mml:mrow>
</mml:math>
</inline-formula> (the Arctic), and the moment of inertia of 150 billion tons of glaciers at 80&#xb0;&#x2013;90&#xb0; south latitude is <inline-formula id="inf8">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>S</mml:mi>
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<mml:mo>&#x3d;</mml:mo>
<mml:mn>6.9913</mml:mn>
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<mml:mn>1</mml:mn>
<mml:msup>
<mml:msup>
<mml:mn>0</mml:mn>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mn>3</mml:mn>
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<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> (the Antarctic). So, the total moment of inertia of 200 billion tons of glaciers before mass loss is <inline-formula id="inf9">
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<mml:mi>J</mml:mi>
<mml:mi>Q</mml:mi>
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<mml:mi>N</mml:mi>
</mml:msub>
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<mml:mi>S</mml:mi>
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<mml:mn>1</mml:mn>
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<mml:msup>
<mml:mn>0</mml:mn>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mn>3</mml:mn>
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<mml:mn>2</mml:mn>
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</mml:mrow>
</mml:math>
</inline-formula> (the sum of the Arctic and Antarctic). The calculation process of rotational inertia before glaciers mass loss located at 80&#xb0;&#x2013;90&#xb0; in the North and South Poles is shown in supplementary calculation process.</p>
<p>Subsequently, the moment of inertia after the 200 billion tons of glaciers mass loss is calculated. Since the glaciers are evenly distributed in all latitudes of the earth after mass loss, the mass distributed and corresponding moment of inertia in each interval after mass loss of the glaciers is obtained through the spherical shell formula according to the 18 integral intervals (<xref ref-type="fig" rid="F3">Figure 3C</xref>, corresponding to the 18 latitude intervals), and the result is reserved for four decimal places (<xref ref-type="table" rid="T1">Table 1</xref>). The calculation process of rotational inertia uniformly distributed in the ocean area of the Earth&#x2019;s surface at various latitudes after glaciers mass loss is shown in supplementary calculation process.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Calculation table of the moment of inertia for each latitude integral interval.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Latitude range</th>
<th align="center">Integral interval</th>
<th align="center">Ocean area<break/>
<inline-formula id="inf10">
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<mml:mi mathvariant="bold-italic">n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<inline-formula id="inf11">
<mml:math id="m12">
<mml:mrow>
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<mml:mrow>
<mml:msup>
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<mml:mi mathvariant="bold-italic">k</mml:mi>
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</mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msup>
</mml:mrow>
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</inline-formula>
</th>
<th align="center" style="color:#000000">Glacier net mass loss <inline-formula id="inf12">
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</inline-formula> (kg)</th>
<th align="center">Rotational inertia value<break/>
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<mml:mi mathvariant="bold-italic">g</mml:mi>
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<mml:mn mathvariant="bold">2</mml:mn>
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</mml:mrow>
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</mml:math>
</inline-formula>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">80 <inline-formula id="inf14">
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</mml:mrow>
</mml:math>
</inline-formula> 90<inline-formula id="inf15">
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</mml:math>
</inline-formula> N</td>
<td align="center">0 <inline-formula id="inf16">
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</inline-formula>)</td>
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<mml:mn>10</mml:mn>
<mml:mn>21</mml:mn>
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</inline-formula>
</td>
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<td align="center">70 <inline-formula id="inf22">
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<td align="center">10 <inline-formula id="inf24">
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<td align="center">
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<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>6</mml:mn>
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</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">
<inline-formula id="inf29">
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<mml:mn>4.5556</mml:mn>
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<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>12</mml:mn>
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</inline-formula>
</td>
<td align="center">
<inline-formula id="inf30">
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<mml:mn>3.0831</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>23</mml:mn>
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</inline-formula>
</td>
</tr>
<tr>
<td align="center">60 <inline-formula id="inf31">
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<mml:mo>&#xb0;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 90<inline-formula id="inf167">
<mml:math id="m168">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> S</td>
<td align="center">170 <inline-formula id="inf168">
<mml:math id="m169">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 180<inline-formula id="inf169">
<mml:math id="m170">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> (<inline-formula id="inf170">
<mml:math id="m171">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>17</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
<mml:mn>18</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>&#x2014;<inline-formula id="inf171">
<mml:math id="m172">
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>)</td>
<td align="center">
<inline-formula id="inf172">
<mml:math id="m173">
<mml:mrow>
<mml:mn>1.00</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>5</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">
<inline-formula id="inf173">
<mml:math id="m174">
<mml:mrow>
<mml:mn>2.7800</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>10</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">
<inline-formula id="inf174">
<mml:math id="m175">
<mml:mrow>
<mml:mn>1.2958</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>20</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The magnitude of the moment inertia after the 200 billion tons of glaciers mass loss can be obtained by adding up the moment of inertia of each interval in <xref ref-type="table" rid="T1">Table 1</xref> is; <inline-formula id="inf175">
<mml:math id="m176">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>H</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mn>18</mml:mn>
</mml:munderover>
</mml:mstyle>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>4.3451</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>1</mml:mn>
<mml:msup>
<mml:msup>
<mml:mn>0</mml:mn>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mn>6</mml:mn>
</mml:msup>
<mml:mi>k</mml:mi>
<mml:mi>g</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:msup>
<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</sec>
<sec id="s4-3">
<title>4.3 Earth&#x2019;s rotation change time</title>
<p>From the law of conservation of momentum and moment in the <xref ref-type="sec" rid="s11">Supplementary Material</xref>, the formula for the relationship between velocity, angular velocity and period (S1-1) to (S1-4) can be obtained (<xref ref-type="bibr" rid="B15">Khobragade and Roy, 2021</xref>):<disp-formula id="equ2">
<mml:math id="m177">
<mml:mrow>
<mml:mspace width="3.2em"/>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>D</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>Q</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>H</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ3">
<mml:math id="m178">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>D</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>D</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ4">
<mml:math id="m179">
<mml:mrow>
<mml:mspace width="1.8em"/>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>H</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>Q</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>where <inline-formula id="inf176">
<mml:math id="m180">
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>D</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>- angular momentum of the Earth (constant value), <inline-formula id="inf177">
<mml:math id="m181">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-rotational inertia of the Earth itself, <inline-formula id="inf178">
<mml:math id="m182">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>Q</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-rotational inertia before glaciers mass loss, <inline-formula id="inf179">
<mml:math id="m183">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mi>H</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-rotational inertia after glacier glaciers mass loss, <inline-formula id="inf180">
<mml:math id="m184">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-rotational angular velocity of the Earth itself before glacier glaciers mass loss, <inline-formula id="inf181">
<mml:math id="m185">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-rotational angular velocity of the Earth itself after glacier glaciers mass loss, <italic>r</italic>
<sub>
<italic>D</italic>
</sub>-the radius of the Earth, <inline-formula id="inf182">
<mml:math id="m186">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-the standard period of the Earth&#x2019;s rotation of 365 days before glaciers mass loss, <inline-formula id="inf183">
<mml:math id="m187">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-the time required for the Earth&#x2019;s rotation period after glaciers mass loss.</p>
<p>After bringing the above calculation data into the calculation, the rotation period of the Earth increased due to the mass loss of the assumed 200 billion tons of glaciers in this article is calculated by the following:<disp-formula id="equ5">
<mml:math id="m188">
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>24</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>3600</mml:mn>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.4099</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>where, <italic>T</italic>-the increase of the earth&#x2019;s rotation period time, <inline-formula id="inf184">
<mml:math id="m189">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-the standard period of the Earth&#x2019;s rotation of 365 days before glaciers mass loss, <inline-formula id="inf185">
<mml:math id="m190">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-the time required for the Earth&#x2019;s rotation period after glaciers mass loss.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Discussion and conclusion</title>
<p>In conclusion, the effect of a hypothetical 200 billion tons glaciers mass loss on the Earth&#x2019;s rotation is calculated in detail by selecting a suitable rotational inertia model. The process of selection and calculation of specific rotational inertia models before and after the mass loss of glaciers is given. After comparative analyses and calculations, the detailed and specific results confirm that the glaciers mass loss caused by global warming affect the Earth&#x2019;s rotation. Using the moment of inertia model method in classical mechanics, this article calculates that the assumed 200 billion tons of glaciers mass loss slow the rotation of the Earth by 1.4099&#xd7;10<sup>-4</sup>s in a standard year (365 days).</p>
<p>This article mainly uses the knowledge between the moment of inertia and angular momentum in classical mechanics to explore the effect of glacier mass loss on the earth&#x2019;s rotation. Here, by assuming that the angular momentum of the earth is constant, the influence of the hypothetical mass loss of 200 billion tons of glaciers on the rotation period of the Earth is quantitatively analyzed through the physical relations such as angular momentum, moment of inertia, angular velocity, and velocity. Combined with the actual situation of the earth itself, the study of this article has certain limitations. Due to the intensification of global warming, the annual mass loss of the Earth&#x2019;s glaciers far exceeds the 200 billion tons set in this paper, indicating that the actual change in the Earth&#x2019;s rotation period exceeds the calculated value in this article. However, this article proves that the use of classical mechanics and other physical knowledge can prove that the mass loss of glaciers affects the Earth&#x2019;s rotation period and provides new ideas for researchers to further study the Earth&#x2019;s changes.</p>
<p>In recent years, under the influence of the climate problem of global warming, the amount of glacier mass loss has increased with each passing year, and the global sea level is also rising. This phenomenon has a direct impact on the global ecological environment and aggravates Marine disasters. Furthermore, the Earth itself is subject to profound and subtle effects, such as the slowing of Earth&#x2019;s rotation worked in this article. Therefore, worldwide countries should pay more attention to the accelerated mass loss of glaciers and jointly solve the problem of global climate change.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>CW: Investigation, Methodology, Project administration, Supervision, Validation, Writing&#x2013;review and editing. ZJ: Data curation, Formal Analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. HW: Formal Analysis, Methodology, Writing&#x2013;review and editing. SJ: Formal Analysis, Investigation, Writing&#x2013;review and editing. HM: Data curation, Investigation, Writing&#x2013;review and editing. SL: Data curation, Investigation, Writing&#x2013;review and editing. TL: Formal Analysis, Investigation, Writing&#x2013;review and editing. RS: Data curation, Formal Analysis, Writing&#x2013;review and editing. HZ: Formal Analysis, Investigation, Methodology, Writing&#x2013;review and editing. YL: Conceptualization, Formal Analysis, Methodology, Supervision, Writing&#x2013;review and editing. YW: Conceptualization, Formal Analysis, Investigation, Methodology, Supervision, Writing&#x2013;review and editing. BL: Conceptualization, Funding acquisition, Project administration, Supervision, Validation, Visualization, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Natural Science Foundation of China (nos. 22279118, 22279117, 22075254).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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 sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<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/feart.2024.1390303/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2024.1390303/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image1.JPEG" id="SM1" mimetype="application/JPEG" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image2.JPEG" id="SM2" mimetype="application/JPEG" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM3" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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