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<article article-type="brief-report" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sports Act. Living</journal-id>
<journal-title>Frontiers in Sports and Active Living</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sports Act. Living</abbrev-journal-title>
<issn pub-type="epub">2624-9367</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fspor.2024.1363730</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sports and Active Living</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Training zones in competitive swimming: a biophysical approach</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Fernandes</surname><given-names>Ricardo J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/532176/overview"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Carvalho</surname><given-names>Diogo D.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2294859/overview" /><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Figueiredo</surname><given-names>Pedro</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/284805/overview" /><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>Centre of Research, Education, Innovation and Intervention in Sport (CIFI2D) and Porto Biomechanics Laboratory (LABIOMEP), Faculty of Sport, University of Porto</institution>, <addr-line>Porto</addr-line>, <country>Portugal</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Physical Education Department, College of Education, United Arab Emirates University</institution>, <addr-line>Al Ain</addr-line>, <country>United Arab Emirates</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Rafael Oliveira, Polytechnic Institute of Santar&#x00E9;m, Portugal</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Rui Miguel Silva, Instituto Polit&#x00E9;cnico de Viana do Castelo, Portugal</p>
<p>M&#x00E1;rio Cunha Espada, Instituto Politecnico de Setubal (IPS), Portugal</p>
<p>Pedro Forte, Higher Institute of Educational Sciences of the Douro, Portugal</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Pedro Figueiredo <email>pfigueiredo@uaeu.ac.ae</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>18</day><month>03</month><year>2024</year></pub-date>
<pub-date pub-type="collection"><year>2024</year></pub-date>
<volume>6</volume><elocation-id>1363730</elocation-id>
<history>
<date date-type="received"><day>31</day><month>12</month><year>2023</year></date>
<date date-type="accepted"><day>04</day><month>03</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 Fernandes, Carvalho and Figueiredo.</copyright-statement>
<copyright-year>2024</copyright-year><copyright-holder>Fernandes, Carvalho and Figueiredo</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Since swimming performance depends on both physical conditioning and technical proficiency, training zones should be built based on physiology and biomechanics inputs to dispose of structured and effective training programs. This paper presents a zone-based swimming training, supported by the oxygen uptake (<inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM1"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub>) kinetics at low, moderate, heavy, severe and extreme intensities concurrently with lactate and heart rate values. Since technique is vital for efficiently moving through the water, upper limbs frequency and length should also be targeted during the workouts. The index of coordination was also added to our proposal since upper limbs synchronization is a key technical factor. To better establish and characterize a wide range of swimming intensities, the training methods and corresponding contents that better fit each training zone will be suggested. It will be shown that when under/at the anaerobic threshold (at low-to-moderate intensities), swimmers are at homeostasis and can maintain stable internal and external load indicators. However, above that boundary (at heavy and severe intensities), the physiological stable state is no longer observed and the anaerobic metabolism starts contributing significantly, with a technical degradation being more evident when performing near/at the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM2"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub> intensity. Then, when performing above aerobic power, on typical anaerobic intensities, <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM3"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> kinetics presents a very evident fast rise, ending abruptly due to exhaustion caused by muscle acidosis. This overall knowledge allows advancing toward more objective training programs and highlights the importance of systematic training control and swimmers&#x0027; evaluation and advice.</p>
</abstract>
<kwd-group>
<kwd>physiology</kwd>
<kwd>biomechanics</kwd>
<kwd>intensity</kwd>
<kwd>swimmer</kwd>
<kwd>training areas</kwd>
</kwd-group><counts>
<fig-count count="1"/>
<table-count count="1"/><equation-count count="0"/><ref-count count="75"/><page-count count="0"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Elite Sports and Performance Enhancement</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Swimming is a sport where participants attempt to cover a specific distance in the shortest possible time and, due to its characteristics, has a strong influence from both physiological and biomechanical variables (<xref ref-type="bibr" rid="B1">1</xref>). Since competitive swimming races last from &#x223C;20&#x2005;s to 15&#x2005;min (the 50 and 1,500&#x2005;m events, respectively), it becomes evident that swimmers&#x2019; exertions rely on well-developed aerobic and anaerobic energy pathways (<xref ref-type="bibr" rid="B2">2</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). Thus, the importance of monitoring the training process to increase the available quantity and quality of information is unquestionable (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). The aerobic and anaerobic energy sources have been traditionally evaluated using <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM4"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> and blood lactate concentrations [La<sup>&#x2212;</sup>], and heart rate (HR) has been a complementary indicator mainly used in practical settings where expensive instruments and complex procedures are challenging. The assessment of the ATP-CP contribution in swimming has not been a priority because the phosphagen stores have a small capacity, present low relevance in most of the competitive events (<xref ref-type="bibr" rid="B11">11</xref>) and muscular biopsy is an invasive procedure very hard to be conducted (<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Swimming technique is also a critical performance determinant (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>), as displayed in the well-known biophysical expression that exhibit that the maximum velocity attained in a particular context equals the product of the energy input by the ratio between the propulsive efficiency of the biomechanical system and the hydrodynamic drag opposed to the swimmer displacement (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). Swimming can be seen as a thermodynamical process, where energy is processed in each instant of time until a mechanical work is performed with a given energy efficiency (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B21">21</xref>). However, since the human body has a very low propelling efficiency, slight technical changes positively contributes to performance (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B22">22</xref>). As swimming technique evaluation is complex, researchers have been assessing stroke frequency (SF) and length (SL), and stroke index (SI), for a long time to observe if a measurable change in <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM5"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub>, [La<sup>&#x2212;</sup>] or HR may well reflect technical variability (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). More recently, measuring the lag time between propulsive phases of upper limbs (the Index of Coordination&#x2014;IdC) became popular for characterizing the coordination patterns during swimming (<xref ref-type="bibr" rid="B25">25</xref>). In the current perspective, we present a zone-based swimming training supported by the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM6"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> behaviour at low, moderate, heavy, severe and extreme intensities, concurrently with [La<sup>&#x2212;</sup>]and HR values. Also, SF, SL and IdC will be described for each zone due to their biomechanical relevance.</p>
</sec>
<sec id="s2"><label>2</label><title>Establishment of training zones based on relevant swimming determinants</title>
<p>The establishment of accurate training zones for increasing performance in individual, cyclic and continuous sports like swimming has been conducted for many years and it seems evident that the training process should reflect the demands of the races (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B22">22</xref>). For that purpose, swimmers&#x0027; monitoring has become more frequent, growing in importance with the appearance of portable <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM7"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> apparatus, [La<sup>&#x2212;</sup>] analysers, HR monitors and waterproof cameras (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B26">26</xref>). However, only a single value of one (or more) variable(s) has been used to define a training zone or characterize a swimming event. In addition, studies usually present <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM8"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub>, [La<sup>&#x2212;</sup>] or HR maximal values and the mean SF and SL scores in a single bout or incremental protocols, not considering their behaviour along the entire exercise duration. This could be due to the difficulties in assessing internal and external load variables while swimming in standard pools and to the low number of available swimming flumes. Furthermore, even if the general kinematical variables are more easily obtainable by counting the number of cycles per lap or using a chronofrequencemeter, the digitalization of anatomical body parts is more rigorous but very time-demanding, leading to the analysis of only one swimming cycle in a single lap as representative of the entire exercise [e.g., (<xref ref-type="bibr" rid="B17">17</xref>)].</p>
<p>The detailed behaviour changes of relevant physiological and biomechanical variables with the swimming intensity variation would allow a more accurate definition of the training zones. <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM9"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> assessment in swimming has been implemented regularly only since the 1970s due to previous methodological difficulties (e.g., the incapacity to follow the swimmer along the pool, the difficulty in transporting equipment and the added drag imposed by the respiratory snorkel (<xref ref-type="bibr" rid="B27">27</xref>). With the development of <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM10"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> assessment portable and automated systems at the beginning of the current century, it became possible to obtain real-time values during swimming, not only during the recovery phase after exercise (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Even if the specific <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM11"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> dynamics at the low, moderate, heavy, severe and extreme intensity domains have been mainly centred on running and cycling in laboratory settings (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>), some studies conducted a breath-by-breath analysis of well-trained swimmers performing in competition-like conditions. As displayed in <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>, at low and moderate swimming intensities, <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM12"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> is characterized by a fast rise (after a non-expressive cardiodynamic phase) that will be prolonged until a steady-state is achieved (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Since exercise is conducted at paces below or at the anaerobic threshold (AnT), the aerobic energy system supports (almost all) the energy requirements (<xref ref-type="bibr" rid="B13">13</xref>), the [La<sup>&#x2212;</sup>] are low and the effort can be maintained for 30&#x2005;min or longer (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>), with swimmers communicating a very light/light and moderate perception of effort (<xref ref-type="bibr" rid="B35">35</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>).</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Diagram of the oxygen uptake kinetics at different intensities, with the anaerobic threshold (AnT) and the maximum oxygen uptake (<inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM13"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub>) being identified. Values were obtained in front crawl swimming.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fspor-06-1363730-g001.tif"/>
</fig>
<p>When the swimming intensity exceeds the physiological steady state and the swimmer cannot maintain body homeostasis, <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM14"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> fast component speeds up and the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM15"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> plateau is no longer observed (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B38">38</xref>). This is a poorly known training zone that corresponds to the heavy intensity domain, displaying power outputs above the AnT and starting to cause a significant accumulation of [La<sup>&#x2212;</sup>] over time (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). Here, a notable <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM16"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> slow component leads to an elevated <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM17"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> response (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B41">41</xref>) and exercise is expressed as hard to accomplish (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B35">35</xref>). The appearance of this phenomenon, superimposed upon the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM18"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> fast component, is due to the progressive recruitment and activation of fast twitch glycolic fibres (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>), but this needs to be further studied particularly in swimming. The limit separating the heavy from the severe intensity domains is poorly defined in swimming, but the critical power is suggested for other cyclic sports [e.g., (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>)]. This has been debated since, by definition, critical power represents the exercise intensity that can be sustained without fatigue, with exhaustion occurring after 30&#x2013;60&#x2005;min of exercise (<xref ref-type="bibr" rid="B46">46</xref>).</p>
<p>In the severe intensity domain, the exercise intensity is significantly higher than at the AnT, and neither <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM19"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> nor [La<sup>&#x2212;</sup>] can be stabilized (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B47">47</xref>), showing a pronounced magnitude compared with heavy intensity efforts (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B48">48</xref>). During constant pace exercises at this intensity, after an exuberant <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM20"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> fast component caused by the body&#x0027;s need for oxygen as the exercise proceeds, it continues moderately to increase until the point of exhaustion (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B45">45</xref>). In fact, the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM21"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> slow component has been commonly reported for heavy (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B43">43</xref>) but mainly for severe swimming intensities (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B49">49</xref>) where its magnitude can exceed 1&#x2005;L.min<sup>&#x2212;1</sup> and represent &#x2265;25&#x0025; of the total <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM22"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> increase above the pre-exercise baseline (<xref ref-type="bibr" rid="B50">50</xref>). At this exercise intensity domain, <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM23"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub> is reached, reason why it corresponds to the aerobic power training zone (<xref ref-type="bibr" rid="B7">7</xref>), which is perceived as a very hard effort (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B51">51</xref>). So, similarly to the AnT, the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM24"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub> is also a critical factor for establishing boundaries between intensity domains.</p>
<p>When swimming above the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM25"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub> intensity, i.e., at the extreme intensity domain (also known as the anaerobic capacity training zone), despite the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM26"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub>-related studies conducted in field conditions are scarce, it was observed that <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM27"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> kinetics only present a fast component, rising in a very fast way and ending abruptly due to exhaustion (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B41">41</xref>). This domain was the last to be proposed (<xref ref-type="bibr" rid="B52">52</xref>) and accounts for short duration and maximal intensity efforts at power outputs where exhaustion occurs before <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM28"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub> is attained (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B52">52</xref>). Here, there is not enough time to reach <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM29"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub>, although the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM30"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> obtained is of relevant magnitude for such short exercise durations (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B29">29</xref>). This intensity domain is very scarcely studied in swimming, which does not make sense because the 50&#x2005;m&#x2013;200&#x2005;m events (efforts in-between &#x223C;20&#x2005;s and 2&#x2005;min duration) involve the use of different metabolic pathways compared to those involved in longer swimming events (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B53">53</xref>). [La<sup>&#x2212;</sup>] are much more expressive than in previous intensity domains (<xref ref-type="bibr" rid="B41">41</xref>), with values of &#x223C;16&#x2005;mmol.L<sup>&#x2212;1</sup> at the 100 and 200&#x2005;m exertions in anaerobically trained swimmers (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B54">54</xref>). This expresses the use of the glycolysis at its maximal rate, with swimmers struggling until the end of the training set or competitive event with an extremely hard perceived exertion (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>HR assessment in swimming has been used to control the intensity of the training sets by the neck or wrist palpation during the first seconds of recovery (<xref ref-type="bibr" rid="B3">3</xref>). Since the carotid and radial arteries are not easily found, it is hard to count accurately and some rest periods are very short, swimming HR began to be frequently assessed using the easy-to-wear and low-cost telemetric HR monitors. Research-related data shows that HR remains stable at low and moderate swimming intensities within the first few min after the onset of exercise, similarly to <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM31"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> and [La<sup>&#x2212;</sup>] behaviour (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B55">55</xref>). In prolonged exercise, HR could progressively rise, particularly if at moderate intensities (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B39">39</xref>). HR displays a fast rise at the beginning of heavy swimming intensities events, followed by a slight increase or progressive stabilization towards the end of exercise (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>). At severe exertions, after a first fast HR rise in the first min of exercise, a progressive levelling off seems to occur but with values significantly higher than in the previous intensity domain (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B43">43</xref>). At extreme swimming efforts, HR increases rapidly (&#x223C;90&#x0025; of the maximum) during the initial stages of the bouts and climbs progressively toward the maximum as the efforts proceed (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B57">57</xref>).</p>
<p>A key consideration when using <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM32"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub>, [La<sup>&#x2212;</sup>] and HR data is that physiological responses should be related to swimming mechanics (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B58">58</xref>). Since velocity is the product of SF and SL, researchers have always been interested in its assessment to observe if a measurable change in physiological stress-related variables may well reflect technical changes (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B20">20</xref>). Early investigations on the topic in competitive swimming overestimated SL due to the assumption that it equalled the ratio between velocity and SF, calculating the former based on distance divided by time [e.g., (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>)] not accounting for the dive start, variations in mid-pool velocity and turning times. Later, SF and SL were calculated for every 25/50&#x2005;m race partial in the clean swimming section using a chronofrequencemeter or video/computer analysis (<xref ref-type="bibr" rid="B59">59</xref>&#x2013;<xref ref-type="bibr" rid="B61">61</xref>). It is well described that both variables change with intensity, with an increase of SF and a decrease of SL being particularly evident after the AnT intensity (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>). SF and SL changes in a non-linearly way (<xref ref-type="bibr" rid="B61">61</xref>&#x2013;<xref ref-type="bibr" rid="B63">63</xref>), impacting on how to coordinate contralateral upper limb actions (<xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B65">65</xref>). SI was defined as the product of the average swimming velocity and SL, and is considered a valid indicator of swimming efficiency (<xref ref-type="bibr" rid="B66">66</xref>). Due to text length constraints this variable will not be further explored but values are available elsewhere [e.g., (<xref ref-type="bibr" rid="B3">3</xref>)].</p>
<p>The upper limbs coordination is a fundamental aspect of swimmers&#x0027; expertise, revealing catch-up, opposition and superposition distinctive coordination modes (&#x003C;0,&#x2009;&#x003D;&#x2009;0 and &#x003E;0, respectively) in front crawl (<xref ref-type="bibr" rid="B25">25</xref>). There is an IdC increase with the intensity rise (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B65">65</xref>), progressing from catch-up to opposition and superposition coordination modes (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B64">64</xref>). This evolution mirrors swimmers&#x0027; adaptive responses to task-specific constraints, reflecting the intensity at which the task is executed (<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B67">67</xref>). There is a relationship between the general kinematical variables and the inter-arm coordination (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>), with data suggesting that energy requirements influence the biomechanical characteristics at the mentioned intensities (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B65">65</xref>). Achieving optimal coordination needs synchronized movements of both upper and lower limbs to enhance velocities and efficiency, with the goal of attaining a 1:3 ratio between the number of upper and lower limb actions, regardless of velocity (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B70">70</xref>). Consistency in limb coordination is paramount across successive cycles to maintain propulsion and body balance effects, being essential that the lower limb actions occur at the same relative time in each cycle (ensuring the consistent production of desired effects). The widely acknowledged optimal 1:3 frequency ratio emphasizes the importance of synchronized and coordinated actions, and signifies a smooth force-to-time profile, ultimately minimizing intra-cycle velocity variation (<xref ref-type="bibr" rid="B70">70</xref>).</p>
<p>Based on the dynamics of the physiological and biomechanical variables described in the above-referred literature, the following paragraphs, and our own knowledge and experience, different training zones are displayed in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>. It is possible to observe that the AnT (assessed metabolically using [La<sup>&#x2212;</sup>] and the <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM33"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub> (evaluated through ventilatory data) are critical factors for establishing boundaries between intensity domains. In this field, SF might serve to delineate the boundary between moderate and heavy intensity domains when [La<sup>&#x2212;</sup>] is inaccessible (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B65">65</xref>) and HR combined with the rating of perceived exertion (RPE) can establish a boundary between heavy and severe intensity domains (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B62">62</xref>). When not disposing of ventilatory data, the 8&#x2005;mmol.L<sup>&#x2212;1</sup> of [La<sup>&#x2212;</sup>] might be used for limiting the upper boundary of the severe intensity domain since it is an average value commonly used for characterizing aerobic power swimming efforts (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B57">57</xref>).</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Competitive swimming training zones (and corresponding methods and contents) based on commonly assessed physiologic and biomechanical variables (to be used, preferably, in populations of front crawl high-level swimmers).</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Training zones</th>
<th valign="top" align="center">Intensity domains</th>
<th valign="top" align="center">Boundaries</th>
<th valign="top" align="center"><inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM34"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2</sub> (mlkg<sup>&#x2212;1</sup>&#x00B7;min<sup>&#x2212;1</sup>)</th>
<th valign="top" align="center">[La<sup>&#x2212;</sup>] (mmol.L<sup>&#x2212;1</sup>)</th>
<th valign="top" align="center">HR (beats&#x00B7;min<sup>&#x2212;1</sup>)</th>
<th valign="top" align="center">SF (cycles&#x00B7;min<sup>&#x2212;1</sup>)</th>
<th valign="top" align="center">SL (m&#x00B7;cycle<sup>&#x2212;1</sup>)</th>
<th valign="top" align="center">IdC (&#x2212;1 &#x2013; 1)</th>
<th valign="top" align="center">RPE (6 &#x2013; 20)</th>
<th valign="top" align="center">Time (min)</th>
<th valign="top" align="center">Training methods</th>
<th valign="top" align="center">Training contents</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Aerobic capacity 1</td>
<td valign="top" align="left">Low intensity</td>
<td valign="top" align="left">Upper: AnT</td>
<td valign="top" align="left">Monoexponential rise and steady state in &#x223C;3&#x2005;min</td>
<td valign="top" align="left">No increase (&#x003C;2/3)</td>
<td valign="top" align="center">&#x003C;140 &#x2013; 50</td>
<td valign="top" align="center">&#x003C;30</td>
<td valign="top" align="center">2.5 &#x2013; 3.0</td>
<td valign="top" align="center">&#x003C; 0</td>
<td valign="top" align="center">&#x003C;10</td>
<td valign="top" align="center">&#x2265;40</td>
<td valign="top" align="left">Long duration method/Extensive method</td>
<td valign="top" align="left">Continuous exercise/Long duration exercise with intervals</td>
</tr>
<tr>
<td valign="top" align="left">Aerobic capacity 2</td>
<td valign="top" align="left">Moderate intensity</td>
<td valign="top" align="left">Around the AnT</td>
<td valign="top" align="left">Monoexponential rise and steady state in &#x223C;3&#x2005;min</td>
<td valign="top" align="left">Transient increase (&#x003C;3/4)</td>
<td valign="top" align="center">&#x003C;150 &#x2013; 60</td>
<td valign="top" align="center">30 &#x2013; 35</td>
<td valign="top" align="center">2.2 &#x2013; 2.9</td>
<td valign="top" align="center">&#x003C;0</td>
<td valign="top" align="center">11 &#x2013; 12</td>
<td valign="top" align="center">&#x223C;30</td>
<td valign="top" align="left">Long duration method/Extensive and interval methods</td>
<td valign="top" align="left">Continuous exercise and fartlek/Long duration exercise with intervals</td>
</tr>
<tr>
<td valign="top" align="left">Aerobic capacity 3</td>
<td valign="top" align="left">Heavy intensity</td>
<td valign="top" align="left">Lower: AnT</td>
<td valign="top" align="left">Biexponential rise, with a slow component superimposed on primary phase</td>
<td valign="top" align="left">High (4/5 &#x2013; 7)</td>
<td valign="top" align="center">160 &#x2013; 70</td>
<td valign="top" align="center">35 &#x2013; 40</td>
<td valign="top" align="center">2.1 &#x2013; 2.7</td>
<td valign="top" align="center">&#x003C;0</td>
<td valign="top" align="center">13 &#x2013; 15</td>
<td valign="top" align="center">10 &#x2013; 20</td>
<td valign="top" align="left">Intensive interval method/Competitive method</td>
<td valign="top" align="left">Medium and short duration exercise with intervals/Fractioned race pace</td>
</tr>
<tr>
<td valign="top" align="left">Aerobic power</td>
<td valign="top" align="left">Severe intensity</td>
<td valign="top" align="left">Upper: VO<sub>2max</sub></td>
<td valign="top" align="left">Biexponential rise, with a slow component developing until VO<sub>2max</sub></td>
<td valign="top" align="left">Very high (8 &#x2013; 10)</td>
<td valign="top" align="center">170 &#x2013; 90</td>
<td valign="top" align="center">40 &#x2013; 45</td>
<td valign="top" align="center">2.0 &#x2013; 2.5</td>
<td valign="top" align="center">&#x2264;0</td>
<td valign="top" align="center">16 &#x2013; 17</td>
<td valign="top" align="center">3 &#x2013; 10</td>
<td valign="top" align="left">Intensive interval method/Competitive method</td>
<td valign="top" align="left">Medium and short duration exercise with intervals/Fractioned race pace</td>
</tr>
<tr>
<td valign="top" align="left">Anaerobic power and capacity</td>
<td valign="top" align="left">Extreme intensity</td>
<td valign="top" align="left">Lower: VO<sub>2max</sub></td>
<td valign="top" align="left">Fast component rise without achieving VO<sub>2max</sub></td>
<td valign="top" align="left">Utmost&#x2009;&#x003E;&#x2009;12</td>
<td valign="top" align="center">&#x003E;190</td>
<td valign="top" align="center">&#x003E;45</td>
<td valign="top" align="center">1.9 &#x2013; 2.5</td>
<td valign="top" align="center">&#x2265;0</td>
<td valign="top" align="center">18 &#x2013; 20</td>
<td valign="top" align="center">&#x003C;2/3</td>
<td valign="top" align="left">Intensive interval method/Repetitions method/Competitive method</td>
<td valign="top" align="left">Medium and short duration exercise with breaks/Complete recovery intervals/Fractioned race pace</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>When the aim is to target a specific intensity domain or training zone, certain considerations regarding training methods and contents should be recognized to better structure the swimming sets. For low and moderate intensities, the most effective approach is to employ continuous exercise with extended durations [or extensive interval training with short rests (<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B72">72</xref>)], emphasizing the importance of maintaining high technical quality when maintaining a steady pace (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B22">22</xref>) or even with slight changes of intensity [e.g., the fartleck (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B13">13</xref>)]. The development of aerobic capacity 1 and 2 are more relevant in early stages of the season and in younger/less experienced swimmers (<xref ref-type="bibr" rid="B58">58</xref>), aiming to increase the systemic oxidation capacity of pyruvic acid, lactic acid and lipids (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B11">11</xref>). The aerobic capacity 1 training zone obtain high percentages of the total training volume since it is used for warming up and cooling down in each training session, as well as for promoting recovery between intense bouts (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B71">71</xref>). Aerobic capacity 3 implies increasing the intensity of the training sets, using the intensive interval training method (<xref ref-type="bibr" rid="B3">3</xref>) and, in the competitive period, breaking the so-called long-distance events in laps by employing the fractioned race pace training strategy (e.g., 15&#x2009;&#x00D7;&#x2009;100&#x2005;m at 1,500&#x2005;m pace with 10 s intervals).</p>
<p>The aerobic power training zone focuses on the traditionally called medium-distance races like the 400&#x2005;m (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B49">49</xref>) and aims to increase the transport, diffusion and peripheric perfusion of O<sub>2</sub>, as well as the mitochondrial capacity (<xref ref-type="bibr" rid="B73">73</xref>). The depletion of the muscle glycogen stores will not allow the training series to go over 10&#x2005;min of duration if conducted at <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM35"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub> pace (as it should). In the competitive period, the 400&#x2005;m pace can be trained by making 4&#x2009;&#x00D7;&#x2009;100&#x2005;m (10&#x2005;s rest) at race pace (or even faster). Last but not least, the anaerobic power and capacity zones, as a fundamental focus of attention of competitive swimming (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B15">15</xref>), aims to activate the activity of glycolytic enzymes and reduce their sensitivity to metabolic acidosis by increasing buffering capacity (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B74">74</xref>). Since long and slow distance training can compromise sprint performance (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B22">22</xref>), the swimmers&#x2019; engagement at extreme exertions needs to be maximal. Moreover, a wise definition of the rest period duration is the key to success since central and peripheral fatigue is a limiting factor of the training series continuity (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Early in the program, workouts should propose higher intensities for swimmers already fatigued and, later on, move on to conduct training sets in a fresh state to facilitate higher speeds (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B58">58</xref>).</p>
</sec>
<sec id="s3" sec-type="discussion"><label>3</label><title>Discussion</title>
<p>In the large spectrum of swimming intensities, the most well-known and manageable are those supported by the aerobic energy system, i.e., the low and moderate efforts (typically the 3&#x2013;10&#x2005;km open water events). However, above the AnT, exercise cannot be maintained for long due to the significative contribution of the anaerobic metabolism, with fast twitch fibres being progressively recruited (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Thus, fatigue will appear sooner or later when swimming at heavy intensities, with this being considered a &#x201C;grey training zone&#x201D; (where the 800 and 1,500&#x2005;m races are included). The severe intensity domain is reached at exertions close to <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM36"><mml:mrow><mml:mover><mml:mi>V</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>O<sub>2max</sub> paces, with the 400&#x2005;m events being accepted as typical efforts. Exertions are very strenuous at the 50, 100, and 200&#x2005;m competitive swimming events that are situated in the extreme intensity domain. Thus, anaerobic capacities are decisive to perform well and should be fully developed in addition to aerobic qualities (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B15">15</xref>). The evidence reported suggests that the behavior of relevant physiological variables should be well-considered when establishing training zones but always concurrently with upper limbs&#x0027; general kinematics and coordination (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B20">20</xref>). In fact, to succeed well, swimmers should not only focus on physical conditioning but also on developing technical skills (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B75">75</xref>). By combining training intensities, it is possible to optimize performance better, reduce injury risk and prevent overtraining, justifying the proposal of a new paradigm concerning the traditionally used training zones.</p>
</sec>
</body>
<back>
<sec id="s4" 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.</p>
</sec>
<sec id="s5" sec-type="author-contributions"><title>Author contributions</title>
<p>RJF: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. DDC: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. PF: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s6" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>RJF acknowledges Professor Jo&#x00E3;o Paulo Vilas-Boas for support and guidance during his academic career.</p>
</ack>
<sec id="s7" 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>
<p>RJF and PF declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s8" sec-type="disclaimer"><title>Publisher&#x0027;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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