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<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1 20151215//EN" "https://jats.nlm.nih.gov/publishing/1.1/JATS-journalpublishing1.dtd">
<article article-type="short-communication" dtd-version="1.1" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">FS</journal-id>
			<journal-title-group>
				<journal-title>Forest Systems</journal-title>
				<abbrev-journal-title>FS</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="epub">2171-9845</issn>
			<publisher>
				<publisher-name>Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="publisher-id">15829</article-id>
			<article-id pub-id-type="doi">10.5424/fs/2020291-15829</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>SHORT COMMUNICATION</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Optimum cork stopper diameter for a proper wine sealing performance when modifying bottleneck diameter: a first approach</article-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<name>
						<surname>Sánchez-González</surname>
						<given-names>Mariola</given-names>
					</name>
					<aff>Centro de Investigación Forestal (CIFOR), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA). Madrid (Spain)</aff>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>González-Hernández</surname>
						<given-names>Florentino</given-names>
					</name>
					<aff>Centro de Investigación Forestal (CIFOR), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA). Madrid (Spain)</aff>
				</contrib>
				<contrib contrib-type="author" corresp="yes" rid="c1">
					<name>
						<surname>Prades</surname>
						<given-names>Cristina</given-names>
					</name>
					<aff>Faculty of Agriculture and Forestry Engineering, University of Córdoba (Spain)</aff>
				</contrib>
			</contrib-group>
			<author-notes>
				<corresp id="c1">should be addressed to Cristina Prades: <email xlink:href="cprades@uco.es">cprades@uco.es</email>
				</corresp>
			</author-notes>
			<pub-date date-type="pub" publication-format="electronic" iso-8601-date="2020-04-01">
				<day>01</day>
				<month>04</month>
				<year>2020</year>
			</pub-date>
			<pub-date pub-type="collection">
				<month>04</month>
				<year>2020</year>
			</pub-date>
			<volume>29</volume>
			<issue>1</issue>
			<elocation-id content-type="doi">10.5424/fs/2020291-15829</elocation-id>
			<history>
				<date date-type="received" iso-8601-date="2019-10-03">
					<day>03</day>
					<month>10</month>
					<year>2019</year>
				</date>
				<date date-type="accepted" iso-8601-date="2020-03-05">
					<day>05</day>
					<month>03</month>
					<year>2020</year>
				</date>
			</history>
			<permissions>
				<copyright-statement>© 2020 INIA</copyright-statement>
				<copyright-year>2020</copyright-year>
				<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by-nc/4.0/">
					<license-p>This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International (CC-by 4.0) License</license-p>
				</license>
			</permissions>
			<abstract id="abstract01">
				<title>Abstract</title>
				<p>
					<italic>Aim of the study</italic>: This study present a theoretical model that allow establishing the proper relationship between forces and diameters that take part in sealing for ensuring an adequate closure during storage time, and obtained the optimum stopper diameter for a proper sealing performance when modifying bottleneck diameter.</p>
				<p>
					<italic>Area of study</italic>: The proposed model is of interested to the whole cork value chain from forest owners to natural cork stoppers manufacturers.</p>
				<p>
					<italic>Materials and methods</italic>: The optimum cork stopper diameter depends mainly on stopper quality and the compression rate applied in the bottling operation. In this study, we establish the stopper diameter when reducing bottleneck diameter, applying a compression rate of 33% when corking, and for natural cork stoppers which quality allows to recover its initial diameter to 96% after 24 h since compression.</p>
				<p>
					<italic>Main results</italic>: For a bottleneck diameter of 18 mm, the value of the stopper diameter should be at least of 22.3 mm, and for a bottleneck diameter of 17 mm, the value of the stopper diameter should be at least of 20.3 mm.</p>
				<p>
					<italic>Research highlights</italic>: These results try to solve one of the main worries of natural cork stopper manufacturers, which is the scarcity of raw cork suitable for manufacturing them. However this study is also of interested to forest owners because the increment of cork suitable for natural cork stoppers manufacturing means an increment in cork value.</p>
			</abstract>
			<kwd-group>
				<title>Key words</title>
				<kwd>bottling</kwd>
				<kwd>corking</kwd>
				<kwd>compression force</kwd>
				<kwd>compression rate</kwd>
				<kwd>diameter recovery</kwd>
				<kwd>relaxation force</kwd>
				<kwd>relaxation ratio</kwd>
			</kwd-group>
			<kwd-group>
				<title>Abbreviations used</title>
				<kwd>
					<italic>Ds</italic> (Cork Stopper Diameter)</kwd>
				<kwd>
					<italic>Dg</italic> (Caliper Diameter the Corking Machine)</kwd>
				<kwd>
					<italic>Db</italic> (Bottleneck Diameter)</kwd>
				<kwd>
					<italic>Dr</italic> (Recovered Diameter)</kwd>
				<kwd>
					<italic>Fc</italic> (Compression Force)</kwd>
				<kwd>
					<italic>Fr</italic> (Relaxation Force)</kwd>
				<kwd>
					<italic>CR</italic> (Compression Rate)</kwd>
				<kwd>
					<italic>RR</italic> (Relaxation Ratio)</kwd>
				<kwd>
					<italic>RD</italic> (Diameter Recovery)</kwd>
			</kwd-group>
			<funding-group>
				<award-group>
					<funding-source>The authors received no specific funding for this work, made under the collaboration agreement CC13-045 between INIA-CIFOR and the University of Córdoba</funding-source>
				</award-group>
			</funding-group>
		</article-meta>
		<notes>
			<p>
				<bold>Authors’ contributions:</bold> Conception and design of experiment: MSG, FGH, CP. Acquisition of data: MSG, FGH. Analysis and interpretation of data: MSG, FGH, CP. Supervision and coordination of the research: MSG, CP. Revision and drafting of the manuscript; MSG, CP</p>
				
			<p>
				<bold>Competing interests:</bold> The authors have declared that no competing interests exist.</p>
		</notes>
	</front>
	<body>
		<sec id="S1">
			<title>Introduction</title>
			<p>Wine sealing is an important step of the wine making process. Its main priority is maintain wine quality during bottling, storage and shipping. Premium quality wines have traditionally been packed mainly in glass bottles sealed with natural cork stoppers. Glass, as an inert material, assures maximum impermeability towards oxygen, while cork stoppers foster a good evolution of wines by allowing slow migration of oxygen (<xref ref-type="bibr" rid="B5">Caillé <italic>et al</italic>., 2018</xref>). Natural cork stopper is the most valuable product that can be manufactured with high quality cork.</p>
			<p>The main physical-mechanical variables dealing with a good sealing performance are: stopper density, the compression force required to compress stopper diameter to caliper closure diameter, the relaxation force exerted by the stopper against the glass surface after inserted into the bottle, the diameter recovery evolution after compression and the extraction force the final consumer must applied to extract the stopper (<xref ref-type="bibr" rid="B8">González-Hernández <italic>et al.,</italic> 2014</xref>; <xref ref-type="bibr" rid="B15">Sánchez-González &amp; Pérez-Terrazas, 2018</xref>). During the bottling operation, the stopper is inserted into the bottleneck by compressing it with a caliper. Therefore, there is a close relationship among stopper diameter, bottleneck diameter and caliper closure diameter. The stopper dimensions were settled dependent on the standardized inner dimensions of the bottleneck, in 24 x 44 mm as the optimal stopper dimensions for sealing most of still wines. Regarding caliper closure diameter, this is related with stopper diameter through the compression rate that is the ratio between the uncompressed stopper diameter and compressed diameter. A good practice when bottling consists in not applying compression rates above 33 % (<xref ref-type="bibr" rid="B15">Sánchez- González &amp; Perez-Terrazas, 2018</xref>), because of the negative effect it has on the elasticity, the diametric recovery and the relaxation force exerted by the fitted stopper in the bottleneck.</p>
			<p>In order to produce natural cork stoppers of 24 mm, it is needed that harvested cork planks have a thickness of more than 27 mm. The reason is that the stopper axis is parallel to the cork oak stem axis. In a cork harvest, the percentage of cork suitable for natural cork stoppers manufacturing is very variable ranging from 35 % to 60 % (<xref ref-type="bibr" rid="B13">Rives <italic>et al</italic>., 2012</xref>; <xref ref-type="bibr" rid="B6">Demertzi <italic>et al.,</italic> 2016</xref>). In addition, cork production is decreasing due to lack of regeneration and ageing of cork oak stands (<xref ref-type="bibr" rid="B11">Pasalodos-Tato <italic>et al</italic>., 2018</xref>). However, the demand for natural cork stoppers has increased which is reflected in the evolution of natural cork stoppers exports in world leader countries in in the cork sector, Portugal and Spain (<xref ref-type="bibr" rid="B3">APCOR, 2018</xref>).</p>
			<p>Given this situation, it is worthy to consider the possibility of reduce stopper diameter in order to increase the quantity of cork suitable for natural cork stopper manufacturing, but maintaining or improving the requirements for a good sealing performance. For this purpose is needed to modify stopper diameter and bottleneck diameter. The main aim of this study is to establish the proper relationship between forces and diameters that take part in sealing for ensuring an adequate closure during storage time. We assumed that a proper closure is achieved when the relaxation ratio (<xref ref-type="bibr" rid="B8">González-Hernández <italic>et al.,</italic> 2014</xref>), remains constant irrespective of the values of the aforementioned diameters. Based on that assumption, we intend to obtain the optimum stopper diameter for a proper sealing when reducing bottleneck diameter.</p>
		</sec>
		<sec id="S2">
			<title>Material and methods</title>
			<p>A sample of natural cork stoppers were used to determine the optimum stopper diameter for a proper sealing when reducing bottleneck diameter. To do so, in a first step it was obtained which values should have the coefficient <italic>k</italic> for a proper sealing when using cork stoppers of high quality using bottlenecks of different diameters, by the execution of two mechanical tests under standard bottling conditions, a compression test and a relaxation test. In a second step, and assuming as the optimal sealing conditions the standard ones, i.e. cork stoppers of 24 mm of diameter fitted in bottlenecks of 19 mm of dimeter, the stopper diameter was calculated.</p>
			<sec id="S2.1">
				<title>Sampling</title>
				<p>A randomly selected batch of 500 one-piece natural cork stoppers of the first commercial quality and nominal dimensions of 24x44 mm were sent to the INIA-CIFOR cork laboratory from a Spanish cork stopper manufacturer. A sample of 35 cork stoppers selected with the criteria of having similar values of density were used. This criteria was applied to try to play down the influence of stopper density in its mechanical properties (<xref ref-type="bibr" rid="B1">Anjos <italic>et al</italic>., 2008</xref>; <xref ref-type="bibr" rid="B2">Anjos <italic>et al</italic>., 2014</xref>; <xref ref-type="bibr" rid="B14">Rosa &amp; Fortes, 1988</xref>). The sample of 35 natural cork stoppers were randomly subsampled in 7 groups with 5 stoppers per group, corking each group using different diameters of the tube that simulate bottleneck. Those diameters were 17, 18, 18.4, 19, 20, 21 and 22 mm.</p>
				<p>Cork stopper were acclimatized at 20 °C and 65 % of relative humidity. Stabilization was considered to have been achieved when the weight variation in two consecutive weighings was less than 0.024 g (which is equivalent to a humidity difference of 0.1 %). Once acclimatized, stoppers were weighed and measured using Mitutoyo ID-F150 digital vernier calipers. Room conditions during the measures were an ambient temperature of 20 ºC ± 4 ºC and relative humidity of 50% ± 10%. Stoppers density was calculated as already reported in <xref ref-type="bibr" rid="B8">González-Hernández <italic>et al</italic>. (2014)</xref>.</p>
			</sec>
			<sec id="S2.2">
				<title>Mechanical tests</title>
				<p>The biaxial compression force (Fc) in the modelling sample set was measured using a semiautomatic corking machine equipped with a load cell (UTILCELL, Mdo: 650 SNo 460775(02) Emax: 2Tn), as already reported in <xref ref-type="bibr" rid="B8">González-Hernández <italic>et al.</italic> (2014)</xref>. Cork stoppers were inserted in each bottleneck tube by applying the same compression rate of 33 %.</p>
				<p>The diameter recovery evolution of each cork stopper was assessed by measuring the stopper diameter 24 hours after the test with Mitutoyo ID-F150 digital vernier callipers.</p>
				<p>The relaxation force <italic>(Fr)</italic> (<xref ref-type="bibr" rid="B8">González-Hernández <italic>et al,</italic> 2014</xref>) in the both sample set was measured by inserting each bottleneck tube with the stopper inserted within it into the device developed in the INIA-CIFOR Cork Laboratory (<xref ref-type="bibr" rid="B9">González-Hernández <italic>et al,</italic> 2012</xref>) as already reported in <xref ref-type="bibr" rid="B8">González-Hernández <italic>et al.</italic> (2014)</xref>.</p>
			</sec>
			<sec id="S2.3">
				<title>Statistical analysis</title>
				<p>For each measured variable, the mean, standard deviations, minimum and maximum were calculated. In a preliminary analysis, the assumptions of normality, independence and homogeneity of the variance were verified. The hypothesis of no differences among stopper included in each subsampled group was tested using ANOVA. The differences were examined using pairwise comparisons according to the Tuckey test. All tests were conducted at the α=0.05 level and all analyses were carried out using the SAS software version 9.4 (<xref ref-type="bibr" rid="B16">SAS Institute Inc., 2016</xref>).</p>
			</sec>
		</sec>
		<sec id="S3">
			<title>Results and discussion</title>
			<sec id="S3.1">
				<title>Theoretical model</title>
				<p>The strain-stress curves described for cork by <xref ref-type="bibr" rid="B7">Fortes <italic>et al.</italic> (2004)</xref> and <xref ref-type="bibr" rid="B10">Mano (2002)</xref> are very similar to those that take place during corking. In the formers, the compression load is done in a unique axial direction, while during corking the cork stopper is subjected to a concentric compression. <xref ref-type="fig" rid="F1">Fig. 1</xref> shows a schematic depiction of the evolution of the stressstrain hysteresis loop during corking, sealing period and uncorking.</p>
				<fig id="F1">
					<label>Figure 1.</label>
					<caption>
						<title>Schematic depiction of the evolution of the stress–strain hysteresis loop during corking, sealing period and uncorking. <italic>Ds</italic>: Stopper diameter. <italic>Dr</italic>: Recovered diameter. <italic>Db</italic>: Bottleneck diameter. <italic>Dg</italic>: Caliper diameter of the corking machine. <italic>Fc</italic>: Maximum compression force. <italic>F1</italic>: Compression force when the cork stopper is ftted in the bottleneck.</title>
					</caption>
					<graphic xlink:href="forest_eSC02_f01" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				</fig>
				<p>During corking, the cork stopper diameter is compressed from its initial value (<italic>Ds</italic>) to the caliper diameter of the corking machine (<italic>Dg</italic>). The stress applied increases to a maximum value of compression (<italic>Fc,</italic> point C in <xref ref-type="fig" rid="F1">Fig. 1</xref>) describing the loading curve 0C. At point C, when the cork stopper is fitted in the bottleneck of diameter (<italic>Db</italic>), the stress is reduce from the compression force (<italic>Fc,</italic> point C in <xref ref-type="fig" rid="F1">Fig. 1</xref>) to the relaxation force (<italic>Fr,</italic> point H in <xref ref-type="fig" rid="F1">Fig. 1</xref>) and simultaneously the diameter of the cork stopper is partly recovered from <italic>Dg</italic> to <italic>Db</italic>, describing the unloading curve CH. When the cork stopper is fitted in the bottleneck the diametric recovery goes on describing the whole unloading curve until reaching the maximum value of the recovered diameter (<italic>Dr</italic>) that the stopper will reach as long as the wine is bottled.</p>
				<p>The similarity of triangles <italic>ACF</italic> and <italic>ABE</italic> allows getting to:</p>
				<graphic id="form1" xlink:href="forest_eSC02_form1" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>Therefore,</p>
				<graphic id="form2" xlink:href="forest_eSC02_form2" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>For a given value of bottleneck diameter (<italic>Db</italic>), the values of <italic>Fc</italic> and <italic>F1</italic> can be related through a coefficient</p>
				<graphic id="form3" xlink:href="forest_eSC02_form3" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>Replacing <italic>k</italic> in <xref ref-type="disp-formula" rid="form2">(2)</xref> we get to:</p>
				<graphic id="form4" xlink:href="forest_eSC02_form4" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>If we take into account that the recovered diameter (<italic>Dr</italic>) can also be expressed as a function of the diameter recovery (<italic>RD</italic>) and the caliper closure diameter can also be expressed as a function of the compression rate (<italic>CR</italic>). Then <xref ref-type="disp-formula" rid="form4">equation (4)</xref> can be expressed as a function of those variables:</p>
				<graphic id="form5" xlink:href="forest_eSC02_form5" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>Where <italic>Fr</italic> is the relaxation force; <italic>Fc</italic> is the compression force; <italic>k</italic> is the relaxation coefficient, <italic>Ds</italic> is the stopper diameter, <italic>Db</italic> is the bottleneck diameter, <italic>Dr</italic> is the recovered diameter, <italic>Dg</italic> is the caliper closure diameter, <italic>RD</italic> is the diameter recovery and <italic>CR</italic> is the compression rate. The relationship between Fr and Fc can be expressed by means of the relaxation ratio (<italic>RR</italic>) (<xref ref-type="bibr" rid="B8">González-Hernández <italic>et al.</italic> 2014</xref>):</p>
				<graphic id="form6" xlink:href="forest_eSC02_form6" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>Then,</p>
				<graphic id="form7" xlink:href="forest_eSC02_form7" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>Where <italic>k</italic> values depends on the quality of cork stoppers, the compression rate applied when corking, the bottleneck diameter and the stopper diameter. If we were able to determine which values should have the coefficient <italic>k</italic> for a proper sealing when using cork stoppers of a given quality, applying the same compression rate and using different bottlenecks diameter, we could establish the proper stopper diameter for each bottleneck diameter by applying the following equation obtained from <xref ref-type="disp-formula" rid="form5">equations (5)</xref> and <xref ref-type="disp-formula" rid="form6">(6)</xref>:</p>
				<graphic id="form8" xlink:href="forest_eSC02_form8" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>The stopper diameter depends mainly on the bottleneck diameter (<italic>Db</italic>), the compression rate (<italic>CR</italic>) and the stopper quality, because the relaxation ratio (<italic>RR</italic>) and the diametric recovery (<italic>RD</italic>) depends on stopper quality and the compression rate applied in the bottling operation (<xref ref-type="bibr" rid="B1">Anjos <italic>et al</italic>., 2008</xref>; <xref ref-type="bibr" rid="B7">Fortes <italic>et al</italic>., 2004</xref>; <xref ref-type="bibr" rid="B8">González-Hernández <italic>et al</italic>., 2014</xref>).</p>
			</sec>
			<sec id="S3.2">
				<title>Optimum stopper diameter when reducing bottleneck diameter</title>
				<p>The statistics values for each measured variable are shown in <xref ref-type="table" rid="T1">Table 1</xref>. ANOVA indicated no significant differences in biaxial compression force (<italic>Fc</italic>) values among subsample groups (F value = 1.92 p value = 0.1772). This result was expected because the same compression rate was used. The compression force takes mean values of 228.91 daN, between 193.80 and 261.00 daN (<xref ref-type="table" rid="T1">Table 1</xref>). These values are very similar to those obtained by previous studies (<xref ref-type="bibr" rid="B4">Beorlegui, 2014</xref>; <xref ref-type="bibr" rid="B8">González-Hernández <italic>et al.,</italic> 2014</xref>; <xref ref-type="bibr" rid="B12">Prades <italic>et al</italic>., 2014</xref>) for natural cork stopper of the same quality which is expected since measurement was taken in the same way using a clamp or caliper which means that are values of biaxial compression.</p>
				<table-wrap id="T1">
					<label>Table 1.</label>
					<caption>
						<title>Characterization of tested variables in the modelling sample set (<italic>Db</italic>: bottleneck diameter; <italic>min</italic>: minimum; <italic>max</italic>: maximum; <italic>std</italic>: standard deviation).</title>
					</caption>
					<graphic xlink:href="forest_eSC02_t01" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				</table-wrap>
				<p>The maximum relaxation force (<italic>Fr</italic>) applied by each stopper against the bottleneck tube, and measured using the device developed in the INIA-CIFOR Cork Laboratory (<xref ref-type="bibr" rid="B9">González-Hernández <italic>et al.,</italic> 2012</xref>), shows significant differences among subsampled groups of stoppers (<xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="fig" rid="F2">Fig. 2</xref>) except for 18.4 mm which mean values is not significantly different from the man value for 18 mm and 19 mm. As expected, the relaxation force decrease as the bottleneck diameter increase when using natural cork stoppers of 22 mm of diameter.</p>
				<fig id="F2">
					<label>Figure 2.</label>
					<caption>
						<title>Boxplots of relaxation force distributions per subsampled group by bottleneck diameter. Boxplot notches indicate a 95 % confdence interval on the median. Different letters show signifcant differences (p&lt;0.05).</title>
					</caption>
					<graphic xlink:href="forest_eSC02_f02" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				</fig>
				<p>The diametric recovery (<italic>RD</italic>) after 24h from compression do not show significant differences among subsampled groups of stoppers. Since the same compression rate was applied in all of them, this result was also expected. The mean value for the whole modelling sampled set was 95.929 % ranging from 94.539 % to 97.433 %. Then, it can be considered that after 24h after compression to 33 % the tested natural cork stoppers recovered 96 % of its initial diameter. In <xref ref-type="fig" rid="F1">Fig. 1</xref>, <italic>Dr</italic> refers to the value of the recovered diameter that cork stopper would reach 24 h after being fitted in the bottleneck, we are going to consider that this diameter is the 96 % of the stopper diameter. Following this assumption, we have calculated <italic>k</italic> values for the modelling sampled set (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
				<p>The relationship between bottleneck diameter and <italic>k</italic> follows a parabolic pattern (<xref ref-type="fig" rid="F3">Fig. 3</xref>). The minimum point of the second degree parabola is reached at a bottleneck value of 19.2 mm, all the values of <italic>k</italic> above the minimum value corresponding to bottleneck dimeters smaller than 19.2 mm, can be considered as safe from a sealing performance perspective when the compression rate applied is 33 %. The equation shows in <xref ref-type="fig" rid="F3">Fig. 3</xref> jointly to <xref ref-type="disp-formula" rid="form8">equation (8)</xref> can be applied to estimate stopper diameter for a given bottleneck diameter smaller than 19 mm considering a compression rate of 33 % and, as relaxation ratio value, the mean value obtained for the sampled group of cork stoppers fitted in bottleneck tubes of 19 mm. Therefore, for a bottleneck diameter of 18 mm the value of the stopper diameter should be at least of 22.3 mm, and for a bottleneck diameter of 17 mm the value of the stopper diameter should be at least of 20.3 mm.</p>
				<fig id="F3">
					<label>Figure 3.</label>
					<caption>
						<title>Variation of the k values calculated in the modelling sampled set with bottleneck diameter. Solid line represent the regression line. Dark-shaded region shows the 95 % confdence interval and dashed lines are upper and lower 95 % prediction intervals of the regression.</title>
					</caption>
					<graphic xlink:href="forest_eSC02_f03" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				</fig>
			</sec>
		</sec>
		<sec id="S4">
			<title>Conclusions</title>
			<p>The theoretical model presented in this study allow to establish the proper relationship among stopper diameter, bottleneck diameter and compression rate for ensuring an adequate closure during storage time, and obtained the optimum stopper diameter for a proper sealing performance when modifying bottleneck diameter. In this study, we establish the stopper diameter when using bottleneck diameter of 17 and 18 mm, applying a compression rate of 33% when corking, and for natural cork stoppers which quality allow recovering a 96 % of its initial diameter 24 h after compression. These results are a first approach to one of the main worries of natural cork stopper manufacturers, which is the scarcity of raw cork suitable for manufacturing them. The proposed model must be validated in oncoming studies, applying this reduction, and considering both, cork stoppers quality and wine sealing performance. However these results are also of interested to forest owners because the increment of cork suitable for natural cork stoppers manufacturing means an increment in cork value.</p>
		</sec>
	</body>
	<back>
		<ack id="S5">
			<title>Acknowledgements</title>
			<p>The authors would like to thank the laboratory assistants Maria Luisa Cáceres Esteban and Lorenzo Ortiz Buiza for all their work in the laboratory, and to Adam Collins for his linguistic assistance.</p>
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