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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. For. Glob. Change</journal-id>
<journal-title>Frontiers in Forests and Global Change</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. For. Glob. Change</abbrev-journal-title>
<issn pub-type="epub">2624-893X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/ffgc.2023.1043574</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Forests and Global Change</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Ecophysiological traits change little along a successional gradient in a tropical dry deciduous woodland from Margarita Island, Venezuela</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>&#x00C1;vila-Lovera</surname> <given-names>Eleinis</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/514761/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Urich</surname> <given-names>Rosa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Coronel</surname> <given-names>Ilsa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Tezara</surname> <given-names>Wilmer</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2012645/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Centro de Bot&#x00E1;nica Tropical, Instituto de Biolog&#x00ED;a Experimental, Universidad Central de Venezuela</institution>, <addr-line>Caracas</addr-line>, <country>Venezuela</country></aff>
<aff id="aff2"><sup>2</sup><institution>Facultad de Agropecuaria, Estaci&#x00F3;n Experimental Mutile, Universidad T&#x00E9;cnica Luis Vargas Torres</institution>, <addr-line>Esmeraldas</addr-line>, <country>Ecuador</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Fernanda De Vasconcellos Barros, University of Exeter, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Yuko Hanba, Kyoto Institute of Technology, Japan; Leonel Lopez-Toledo, Universidad Michoacana de San Nicol&#x00E1;s de Hidalgo, Mexico</p></fn>
<corresp id="c001">&#x002A;Correspondence: Eleinis &#x00C1;vila-Lovera, <email>avilae@si.edu</email>; <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-3529-3600">orcid.org/0000-0003-3529-3600</ext-link></corresp>
<corresp id="c002">Wilmer Tezara, <email>wilmer.tezara@ciens.ucv.ve</email>; <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-2666-0571">orcid.org/0000-0002-2666-0571</ext-link></corresp>
<fn fn-type="present-address" id="fn002"><p><sup>&#x2020;</sup>Present address: Eleinis &#x00C1;vila-Lovera, Smithsonian Tropical Research Institute, Balboa, Anc&#x00F3;n, Panama</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>6</volume>
<elocation-id>1043574</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>09</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 &#x00C1;vila-Lovera, Urich, Coronel and Tezara.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>&#x00C1;vila-Lovera, Urich, Coronel and Tezara</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Tropical dry forests (TDFs) are the most threatened terrestrial ecosystems and studying how functional traits of plant species change as secondary succession advances is important for understanding how and how fast can TDFs recover from disturbance. In this work we asked the question: how do functional traits change during secondary succession in a tropical dry woodland? We studied functional traits, especially ecophysiological traits, such as gas exchange, plant-water relations, leaf carbon isotope composition (&#x03B4;<sup>13</sup>C), specific leaf area (SLA) and nitrogen concentration, in shrubs and trees in three successional stages (6 and 20 years after abandonment, and the dry deciduous woodland, 6 years, 20 years, and DW, respectively) along a successional gradient in a TDF in both wet and dry seasons to understand how TDFs recover after disturbance by opencast sand mining. During the wet season, similar mass-based photosynthetic rates (<italic>A</italic><sub><italic>mass</italic></sub>), water potential, relative water content, instantaneous and intrinsic water-use efficiency (WUE and IWUE) and SLA were found in the 6 years and DW stages. During seasonal drought, similar reductions in these variables were observed for all three successional stages. However, &#x03B4;<sup>13</sup>C of the 6 years species was higher than in 20 years and DW species, indicating a higher long-term integrated WUE in the former due to a strong reduction in stomatal conductance (<italic>g</italic><sub><italic>s</italic></sub>) in the dry season. Species from the DW seem to couple metabolic changes to their characteristically low <italic>g</italic><sub><italic>s</italic></sub>, such that nitrogen concentration per unit mass explained 86% of the variation in <italic>A</italic><sub><italic>mass</italic></sub>. Given the functional similarity among species from the different successional stages, native species from the DW stage could have good physiological performance in the 6 and 20 years sites, and therefore could be used to restore these degraded areas.</p>
</abstract>
<kwd-group>
<kwd>photosynthesis</kwd>
<kwd>carbon isotope composition (&#x03B4;<sup>13</sup>C)</kwd>
<kwd>drought</kwd>
<kwd>opencast sand mining</kwd>
<kwd>resource-use efficiency</kwd>
<kwd>water relations</kwd>
</kwd-group>
<contract-num rid="cn001">PI 03-00-5733-2004</contract-num>
<contract-sponsor id="cn001">Consejo de Desarrollo Cient&#x00ED;fico y Human&#x00ED;stico, Universidad Central de Venezuela<named-content content-type="fundref-id">10.13039/501100006434</named-content></contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="47"/>
<page-count count="11"/>
<word-count count="8400"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Tropical Forests</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Tropical dry forests (TDFs) are among the most threatened ecosystems of the world, due in large part to human settlement and transformation of these areas into agricultural lands (<xref ref-type="bibr" rid="B26">Murphy and Lugo, 1986</xref>; <xref ref-type="bibr" rid="B20">Janzen, 1988</xref>; <xref ref-type="bibr" rid="B25">Mooney et al., 1995</xref>; <xref ref-type="bibr" rid="B12">Fajardo et al., 2005</xref>, <xref ref-type="bibr" rid="B13">2013</xref>). Although TDFs may grow slower than wet forests, after disturbance, they can recover their mature structure more rapidly than the latter with a more complex structure (<xref ref-type="bibr" rid="B44">Vieira and Scariot, 2006</xref>). For example, <xref ref-type="bibr" rid="B22">Lebrija-Trejos et al. (2008)</xref> found that canopy height, plant diversity and crown cover stabilized in less than 15 years in a very dry forest in Mexico. Similarly, 75% of tree species richness, canopy cover and basal area in mature forests were reached by year 5 after abandonment of slash and burn agriculture in a TDF in Bolivia (<xref ref-type="bibr" rid="B21">Kennard, 2002</xref>). However, recent work has shown that old growth forests, with grazing, and a 20&#x2013;30 year secondary forest, with occasional grazing, differed a lot in terms of species density and accumulation of aboveground biomass in TDFs in northwestern Mexico (<xref ref-type="bibr" rid="B1">&#x00C1;lvarez-Y&#x00E9;piz et al., 2008</xref>), and that continued disturbance (grazing) can slow down recovery (<xref ref-type="bibr" rid="B28">Quisehuatl-Medina et al., 2020</xref>). Comparing tropical forests with different precipitation regimes, forests take longer to recover in dry than in wet areas, thus water seem to be one of the main abiotic factor affecting recovery of TDFs (<xref ref-type="bibr" rid="B13">Fajardo et al., 2013</xref>). How fast TDFs recover from disturbance will depend on the initial species pool and their functional traits. Therefore, studying functional traits of species in different successional stages along a successional gradient can be useful to understand how TDFs recover after disturbance.</p>
<p>Plant species from different successional groups are usually different in traits related to the acquisition, use and conservation of resources (<xref ref-type="bibr" rid="B3">Bazzaz and Pickett, 1980</xref>; <xref ref-type="bibr" rid="B7">Chazdon et al., 1996</xref>). For example, in a seasonally dry moist forest, functional group (pioneer, intermediate and shade-tolerant species) explained in average 41% of the variation in photosynthetic traits of 21 tree species, indicating that these traits can be used to differentiate plant functional groups (<xref ref-type="bibr" rid="B10">Ellis et al., 2000</xref>). Similarly, stomatal conductance (<italic>g</italic><sub><italic>s</italic></sub>) is lower and water-use efficiency (WUE) higher in mature TDF species than in pioneer (<xref ref-type="bibr" rid="B14">Fetene and Feleke, 2001</xref>; <xref ref-type="bibr" rid="B38">Sobrado, 2003</xref>) and invasive (<xref ref-type="bibr" rid="B8">Cordell et al., 2001</xref>) species. Furthermore, acquisitive species are known to dominate young plots in a succession of TDF in the Yucatan Peninsula (<xref ref-type="bibr" rid="B33">Sanaphre-Villanueva et al., 2022</xref>). However, recent work shows that variation within successional groups can be larger than among groups, creating a continuum of strategies (<xref ref-type="bibr" rid="B43">van Kuijk and Anten, 2009</xref>; <xref ref-type="bibr" rid="B27">Pineda-Garc&#x00ED;a et al., 2015</xref>; <xref ref-type="bibr" rid="B17">Goldstein et al., 2016</xref>; <xref ref-type="bibr" rid="B45">Vieira et al., 2021</xref>) and highlighting the need to study functional traits of individual species rather than generalize from so-called functional groups.</p>
<p>Resource-use efficiency is key for plants in disturbed habitats, as these habitats are usually limited in one or more resources (<xref ref-type="bibr" rid="B16">Funk and Vitousek, 2007</xref>; <xref ref-type="bibr" rid="B15">Funk, 2013</xref>). The stable carbon isotope composition of leaves (&#x03B4;<sup>13</sup>C) can be used to quantify certain aspects of functional diversity in plant species (<xref ref-type="bibr" rid="B36">Santiago et al., 2005</xref>). In a TDF in Venezuela, deciduous species have higher &#x03B4;<sup>13</sup>C and lower intercellular to ambient CO<sub>2</sub> concentration ratio (C<sub><italic>i</italic></sub>/C<sub><italic>a</italic></sub>), therefore predicting a higher WUE than in evergreen species (<xref ref-type="bibr" rid="B39">Sobrado and Ehleringer, 1997</xref>). Although &#x03B4;<sup>13</sup>C has been studied in pioneer and late successional species of tropical rainforests (<xref ref-type="bibr" rid="B19">Huc et al., 1994</xref>; <xref ref-type="bibr" rid="B4">Bonal et al., 2007</xref>), less information is available for succession in TDFs. Previous work studying 11 evergreen and deciduous species in a TDF in Venezuela found that evergreen and deciduous plants have leaf traits that are not consistent with their expected leaf life span, with higher nitrogen (N) investment in evergreen leaves despite their lower net photosynthetic rate (<italic>A</italic>) and lower specific leaf area (SLA), and greater water-conservative traits (high &#x03B4;<sup>13</sup>C) in deciduous plants, suggesting that this ecosystem may be more tolerant to drought than previously thought (<xref ref-type="bibr" rid="B2">&#x00C1;vila-Lovera et al., 2019</xref>).</p>
<p>Many TDFs in Venezuela have one continuous arboreal stratum, but below 700 mm of precipitation, as in the dry woodland of Macanao Peninsula, Margarita Island, Venezuela, the canopy becomes discontinuous and members of arid habitats such as cacti become important members of the community defined as &#x201C;dry deciduous woodland&#x201D; (<xref ref-type="bibr" rid="B12">Fajardo et al., 2005</xref>). Previous work has shown how supplying water to seedlings in this disturbed TDF greatly increases the seedlings&#x2019; growth and survival, supporting the hypothesis that water limitation is a key factor for TDF regeneration (<xref ref-type="bibr" rid="B13">Fajardo et al., 2013</xref>). In this region, opencast sand mining has eliminated the topsoil of an extensive area and has generated patches of natural succession according to time since abandonment of the activity. In this study, we set out to answer the question: how do functional traits change during secondary succession in a tropical dry woodland? We hypothesize that shrub and tree species from early successional stages have trait values on the fast end of the leaf economic spectrum, e.g., high <italic>A</italic><sub><italic>mass</italic></sub>, <italic>A</italic>, SLA, N and low WUE (acquisitive traits), whereas species from later successional stages have trait values of the slow end of the leaf economic spectrum, e.g., low <italic>A</italic><sub><italic>mass</italic></sub>, <italic>A</italic>, SLA, N and high WUE (conservative traits). This hypothesis is based on the knowledge that the physiognomy of the successional stages in this TDF changes from herbaceous to shrubland, scrub and/or forest as the succession advances (<xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>), suggesting that traits would also change along the succession, from more acquisitive traits in herbaceous plants and shrubs, to more conservative traits in trees. We also tested whether there is a seasonal response of functional traits regardless of the successional stage, especially plant-water relations and resource-use efficiency traits, as water availability decreases from the wet to the dry season and probably decreasing the nutrient availability as well. Furthermore, we tested whether there is coordination among traits of the leaf economic spectrum that differ across successional stages. Testing these hypotheses will provide valuable information for species selection in ecological restoration, especially in the understudied tropical dry forests of Venezuela (<xref ref-type="bibr" rid="B32">Rodr&#x00ED;guez et al., 2010</xref>).</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Study site</title>
<p>This study was conducted in a dry deciduous woodland located in Macanao Peninsula, Margarita Island, Venezuela, 38 km off the continent, that has been subjected to opencast sand mining. Mean annual temperature is 27&#x00B0;C and total annual precipitation is 450&#x2013;500 mm, with 6 dry months and a bi-seasonal wet season (November&#x2013;January and June&#x2013;August) (<xref ref-type="bibr" rid="B12">Fajardo et al., 2005</xref>). The woodland is located within La Chica opencast sand mine (11&#x00B0;1&#x2032; N, 64&#x00B0;13&#x2032; W). At the time of sampling in 2009, extraction of sand had occurred for over 20 years and the size of the mine was 30 ha (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>). However, the actual area being extracted was 5 ha. Once the vegetation is removed, soil is dug up and sieved to extract the sand (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 1</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS4">4</xref>). Once all the soil has been dug up, reaching the parental rock, the extraction activity is abandoned, and the miners move to a different area of the mine. After abandonment of sand mining, vegetation patches naturally re-grow and are found inside and in the surroundings of the mine. Miners come back to stands that have been abandoned for 20&#x2013;25 years to re-extract sand. Mining still occurs in the area (34 + years).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Map of the study site. <bold>(Bottom right)</bold> Map of Venezuela where red square indicates Nueva Esparta state. <bold>(Top right)</bold> Nueva Esparta state (composed of three islands, where the largest one is Margarita Island) and red square indicates the study site. <bold>(Left)</bold> Satellite image of part of Quebrada La Chica, Macanao Peninsula, where the open-cast sand mine is located. 6 years, 20 years, and DW denote the three successional stages: 6 and 20 years since abandonment of sand extraction and the dry deciduous woodland, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ffgc-06-1043574-g001.tif"/>
</fig>
<p>According to the time since abandonment of sand mining or the intactness of the vegetation based on interviews of local workers and the owner of the mine (<xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>), sampling was done in three stands, one stand per successional stage: 6 and 20 years since abandonment of sand extraction at the time of sampling (6 and 20 years successional stages, respectively) and the original dry deciduous woodland (DW). We selected one stand per successional stage because of the relatively small size of the sand extraction area. The selection of these stands also required that they were only subjected to sand mining (no other land use), and they were free of current disturbance (<xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>).</p>
</sec>
<sec id="S2.SS2">
<title>Plant species</title>
<p>We studied seven shrub and tree species from three successional stages: 6 years, 20 years, and DW, with three species present at two stages (<xref ref-type="table" rid="T1">Table 1</xref>). The selected species represent between 10 and 12% of the species found at each stage, but were selected because of their high abundance in some successional stages and their importance for fauna associated to this dry deciduous woodland (<xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>). We do not have the importance value index (IVI) for each of the species in our three stages, but <xref ref-type="bibr" rid="B11">Fajardo (2007)</xref> did an extensive study on these stages and other 10 stages in the area, and we are including some information here. The shrub <italic>Gossypium hirsutum</italic> (Malvaceae), the shrub <italic>Mimosa arenosa</italic> (Fabaceae) and the drought deciduous tree <italic>Piscidia carthagenensis</italic> (Fabaceae, formerly <italic>Piscidia piscipula</italic>) all reach their maximum IVI in intermediate stages (<xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>), with 25&#x2013;30, 20, and 26, respectively. <italic>Melochia tomentosa</italic> (Malvaceae), formerly in the Sterculiaceae, has the greatest IVI of all species, and had its greatest IVI, between 50 and 85, in the early and intermediate stages (<xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>). <italic>Caesaria tremula</italic> was the only species in the Flacourtiaceae, and its IVI was not reported (<xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>). <italic>P. carthagenensis</italic> and <italic>Tecoma stans</italic> (Bignoniaceae) are also important resources for the threatened yellow-shouldered parrot (<italic>Amazona barbadensis</italic>) (<xref ref-type="bibr" rid="B31">Rodr&#x00ED;guez and Rojas-Su&#x00E1;rez, 2008</xref>; <xref ref-type="bibr" rid="B32">Rodr&#x00ED;guez et al., 2010</xref>). IVI values for the most abundant species in each stage can be found in <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Study species from three successional stages 6 years since abandonment (6 years), 20 years since abandonment (20 years), and the dry deciduous woodland (DW) in Macanao Peninsula, Margarita Island, Venezuela; description; species name; acronym used inn figures; family and growth form.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Successional stage</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Description</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Species</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Acronym</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Family</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Growth form</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="3">6 years</td>
<td valign="top" align="center" rowspan="3">Intermediate (shrubland)</td>
<td valign="top" align="center"><italic>Melochia tomentosa</italic></td>
<td valign="top" align="center">Mt</td>
<td valign="top" align="center">Malvaceae</td>
<td valign="top" align="center">shrub</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Mimosa arenosa</italic></td>
<td valign="top" align="center">Ma</td>
<td valign="top" align="center">Fabaceae</td>
<td valign="top" align="center">shrub</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Senna atomaria</italic></td>
<td valign="top" align="center">Sa</td>
<td valign="top" align="center">Fabaceae</td>
<td valign="top" align="center">tree</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="4">20 years</td>
<td valign="top" align="center" rowspan="4">Late (shrubland-scrub)</td>
<td valign="top" align="center"><italic>Gossypium hirsutum</italic></td>
<td valign="top" align="center">Gh</td>
<td valign="top" align="center">Malvaceae</td>
<td valign="top" align="center">shrub</td>
</tr>
<tr>
<td valign="top" align="center"><italic>M. tomentosa</italic></td>
<td valign="top" align="center">Mt</td>
<td valign="top" align="center">Malvaceae</td>
<td valign="top" align="center">shrub</td>
</tr>
<tr>
<td valign="top" align="center"><italic>M. arenosa</italic></td>
<td valign="top" align="center">Ma</td>
<td valign="top" align="center">Fabaceae</td>
<td valign="top" align="center">shrub</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Piscidia Carthagenensis</italic></td>
<td valign="top" align="center">Pc</td>
<td valign="top" align="center">Fabaceae</td>
<td valign="top" align="center">tree</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">DW</td>
<td valign="top" align="center" rowspan="3">Mature (scrub)</td>
<td valign="top" align="center"><italic>Casearia tremula</italic></td>
<td valign="top" align="center">Ct</td>
<td valign="top" align="center">Flacourtiaceae</td>
<td valign="top" align="center">tree</td>
</tr>
<tr>
<td valign="top" align="center"><italic>P. carthagenensis</italic></td>
<td valign="top" align="center">Pc</td>
<td valign="top" align="center">Fabaceae</td>
<td valign="top" align="center">tree</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Tecoma stans</italic></td>
<td valign="top" align="center">Ts</td>
<td valign="top" align="center">Bignoniaceae</td>
<td valign="top" align="center">tree</td>
</tr>
</tbody>
</table></table-wrap>
<p>Within each stand, we randomly sampled individuals of the selected species in both wet and dry seasons, indicating that the individuals were not the same in the different seasons. Trees were between 2 and 4 m tall (<xref ref-type="bibr" rid="B12">Fajardo et al., 2005</xref>) and shrubs between 1 and 2.5 m (<italic>Melochia</italic> 1&#x2013;1.5 m, <italic>Mimosa</italic> 2&#x2013;2.5 m, and <italic>Gossypium</italic> 1.5&#x2013;2.5 m). All species are drought deciduous, shedding their leaves between March and April and renewing their foliage in June and July. We sampled species in wet (August 2009) and dry seasons (February 2009). Soil conditions of the study site can be found in <xref ref-type="bibr" rid="B11">Fajardo (2007)</xref> and show that the highest N concentration is found in the 20 years stage (0.1%), followed by the 6 years stage (0.06%) and the DW (0.02%). Organic matter, electric conductivity and other micronutrients follow the same trend (<xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>).</p>
</sec>
<sec id="S2.SS3">
<title>Leaf water relations</title>
<p>Morning leaf water potential (&#x03A8;, MPa) was measured in three individuals per species &#x00D7; successional stage combination (30 individuals in total in each season) between 0700 and 0900 h using a pressure chamber (model 1000, PMS, Corvallis, OR, USA) in both wet and dry seasons. Leaf relative water content (RWC, %) was measured in leaf disks of known area taken from five individuals per species x stage combination collected at 0700 h, transported in ice to the laboratory, and weighed fresh (fresh mass), after being on distilled water in the dark at 4&#x00B0;C for 1 h (turgid mass), and after drying at 70&#x00B0;C (dry mass). Relative water content was then calculated as the difference between fresh mass and dry mass divided by the difference between turgor mass and dry mass, expressed as a percentage (<xref ref-type="bibr" rid="B42">Turner, 1981</xref>).</p>
</sec>
<sec id="S2.SS4">
<title>Gas exchange</title>
<p>Photosynthetic rate (<italic>A</italic>, &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>), transpiration rate (<italic>E</italic>, mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>), and <italic>g</italic><sub><italic>s</italic></sub> (mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>) were measured in canopy individuals in DW, and in totally sun exposed individuals in the 6 and 20 years stages, using a photosynthesis system (LCA-4, Analytical Development Co., Hoddesdon, UK). We sampled two leaves per individual, and three individuals of each species &#x00D7; stage combination (60 measurements in total in each season) and measured gas exchange between 0900 and 1100 h at saturating photosynthetic photon flux density (PPFD) of 1,000 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>, at ambient CO<sub>2</sub> concentration (390 &#x03BC;mol mol<sup>&#x2013;1</sup>), leaf temperature of 28&#x00B0;C, and a leaf-to-air vapor pressure deficit of 1 kPa.</p>
<p>Photosynthetic rate on a mass basis (<italic>A</italic><sub><italic>mass</italic></sub>, &#x03BC;mol kg<sup>&#x2013;1</sup> s<sup>&#x2013;1</sup>) was calculated using <italic>A</italic> and leaf dry mass. Instantaneous WUE (mmol mol<sup>&#x2013;1</sup>) was calculated as the ratio between <italic>A</italic> and <italic>E</italic>, whereas intrinsic WUE (IWUE, &#x03BC;mol mol<sup>&#x2013;1</sup>) was calculated as the ratio between <italic>A</italic> and <italic>g</italic><sub><italic>s</italic></sub>. We estimated both WUE and IWUE to assess for the potential effect of different vapor pressure deficit in the successional stages on values of WUE.</p>
</sec>
<sec id="S2.SS5">
<title>Specific leaf area, carbon isotope composition, and nitrogen concentration</title>
<p>Three individuals per species were sampled for these traits (30 individuals in total in each season). We measured the area of leaves used for <italic>A</italic> by weighing 1 cm<sup>2</sup> of paper and a paper replica of the leaf, and finding the relationship between paper mass and area. Leaves were then oven dried to constant mass at 70&#x00B0;C and weighed. Specific leaf area (SLA, cm<sup>2</sup> g<sup>&#x2013;1</sup>) was then calculated as the ratio between leaf area and dry mass. These dry leaves were then ground to a fine powder and analyzed for &#x03B4;<sup>13</sup>C with an isotope ratio mass spectrometer and nitrogen (N) concentration with an element analyzer at the University of Illinois Chicago Stable Isotope Facility. Finally, photosynthetic nitrogen-use efficiency (PNUE, &#x03BC;mol mol N<sup>&#x2013;1</sup> s<sup>&#x2013;1</sup>) was calculated as the ratio between <italic>A</italic> and the molar concentration of N.</p>
</sec>
<sec id="S2.SS6">
<title>Data analysis</title>
<p>Following the goals of this research, our approach included two kinds of analyses: (i) first, we tested whether there is a seasonal response of functional traits of species, and (ii) we tested changes in functional traits along the succession and between seasons. For the first goal, we performed two sample Student&#x2019;s <italic>t</italic>-tests to test for each of the species &#x00D7; stage combination (10 species &#x00D7; stage combinations) comparing wet and dry seasons. For the second goal, we use data from the individuals of all the species per season &#x00D7; stage combination and performed factorial analysis of variance (ANOVA) to determine the fixed main effects of successional stage and season, and the interactive effect of successional stage &#x00D7; season, on the ten traits studied: water potential, relative water content, photosynthetic rate, stomatal conductance, instantaneous and intrinsic water-use efficiency, specific leaf area, carbon isotope composition, nitrogen concentration, and photosynthetic nitrogen-use efficiency. We tested the ANOVA assumptions after performing the tests and found that the residuals were not normally distributed in five out of ten ANOVAs. We then log-transformed those traits and repeated the ANOVAs. After this there was still one trait not normally distributed (SLA). In all instances where the ANOVAs were re-run, the <italic>p</italic>-values for the main effects and the interaction effects changed slightly but the significance of those effects did not change at &#x03B1; = 0.05. Fewer than five ANOVAs did not pass the variance homoscedasticity test, but log-transforming the data also helped removing heteroscedasticity. All these analyses were performed in R v.4.1.3.</p>
<p>We also performed three separate principal component analysis (PCA) to test for coordination among multiple traits using all the data, and for each of the two seasons, using the function &#x201C;prcomp&#x201D; of the package &#x201C;ggplot2&#x201D; in R v.4.1.3 (<xref ref-type="bibr" rid="B29">R Core Team, 2022</xref>), setting the arguments center and scale to TRUE. Regression analyses were also performed to test for the coordination of interesting pair of traits in the leaf economic spectrum. Plots and regression analyses were performed using SigmaPlot 11 (Systat Software, San Jose, CA, USA) and R v.4.1.3 (<xref ref-type="bibr" rid="B29">R Core Team, 2022</xref>).</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<p>Results from <italic>t</italic>-tests showed that water potential differed between seasons for all but one species in the three successional stages (<xref ref-type="fig" rid="F2">Figure 2A</xref>), with higher values usually found in the wet than in the dry season, with the exception of <italic>M. arenosa</italic> in the 20 years stage that did not change its &#x03A8;, and an unusual increase in &#x03A8; in <italic>P. carthagenensis</italic> from the wet to dry season in the DW. ANOVA results showed a significant effect of successional stage on &#x03A8; (<xref ref-type="table" rid="T2">Table 2</xref>), with wet season &#x03A8; being similar across sites, but dry season &#x03A8; differing across stages, being higher in the 20 years than in the 6 years and DW stages (<xref ref-type="fig" rid="F2">Figure 2A</xref> and <xref ref-type="table" rid="T2">Table 2</xref>). There was also an interaction effect of successional stage &#x00D7; season in &#x03A8; (<xref ref-type="table" rid="T2">Table 2</xref>). Interestingly, RWC was not affected by successional stage, but there was an effect of season (<xref ref-type="table" rid="T2">Table 2</xref>) and an interaction effect of successional stage &#x00D7; season on RWC, with differences between seasons in only a few species (<xref ref-type="fig" rid="F2">Figure 2B</xref> and <xref ref-type="table" rid="T2">Table 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Seasonal changes in leaf water relations traits: <bold>(A)</bold> morning leaf water potential (&#x03A8;) and <bold>(B)</bold> relative water content (RWC), in seven shrub and tree species from three successional stages in a dry deciduous woodland in Macanao Peninsula, Margarita Island, Venezuela. Values are means &#x00B1; SE, and are shown per species (left of the dashed line) and averaged per site (right of the dashed line). Species abbreviations are as in <xref ref-type="table" rid="T1">Table 1</xref>. Stars (&#x002A;) indicate significant differences between seasons for each species (Student <italic>t</italic>-tests with <italic>p</italic> &#x003C; 0.05). Different letters indicate statistical differences at <italic>p</italic> &#x003C; 0.05 after ANOVA of season and site on the traits.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ffgc-06-1043574-g002.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Results of the ANOVAs on the effect of successional stage, site, and the interactive effect successional stage &#x00D7; site on the different ecophysiological traits studied. Included are the F and <italic>p</italic>-values and the degrees of freedom (DF).</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" colspan="3" style="color:#ffffff;background-color: #7f8080;">Successional stage</td>
<td valign="top" align="center" colspan="3" style="color:#ffffff;background-color: #7f8080;">Season</td>
<td valign="top" align="center" colspan="3" style="color:#ffffff;background-color: #7f8080;">Successional stage &#x00D7; season</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Trait</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">F</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">DF</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>p</italic></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">F</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">DF</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>p</italic></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">F</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">DF</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>p</italic></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">DF residuals</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x03A8;</td>
<td valign="top" align="center">8.04</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>&#x003C; 0.001</bold></td>
<td valign="top" align="center">18.26</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"><bold>&#x003C; 0.001</bold></td>
<td valign="top" align="center">6.44</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>0.002</bold></td>
<td valign="top" align="center">60</td>
</tr>
<tr>
<td valign="top" align="left">RWC</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.951</td>
<td valign="top" align="center">7.44</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"><bold>0.009</bold></td>
<td valign="top" align="center">3.84</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>0.028</bold></td>
<td valign="top" align="center">54</td>
</tr>
<tr>
<td valign="top" align="left"><italic>A</italic></td>
<td valign="top" align="center">3.453</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>0.041</bold></td>
<td valign="top" align="center">51.30</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"><bold>&#x003C; 0.001</bold></td>
<td valign="top" align="center">1.26</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.295</td>
<td valign="top" align="center">60</td>
</tr>
<tr>
<td valign="top" align="left"><italic>g</italic><sub><italic>s</italic></sub></td>
<td valign="top" align="center">9.67</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>&#x003C; 0.001</bold></td>
<td valign="top" align="center">13.78</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"><bold>&#x003C; 0.001</bold></td>
<td valign="top" align="center">4.94</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>0.012</bold></td>
<td valign="top" align="center">60</td>
</tr>
<tr>
<td valign="top" align="left">WUE</td>
<td valign="top" align="center">5.99</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>0.005</bold></td>
<td valign="top" align="center">36.04</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"><bold>&#x003C; 0.001</bold></td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.890</td>
<td valign="top" align="center">60</td>
</tr>
<tr>
<td valign="top" align="left">IWUE</td>
<td valign="top" align="center">4.83</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>0.013</bold></td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.350</td>
<td valign="top" align="center">2.03</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.144</td>
<td valign="top" align="center">60</td>
</tr>
<tr>
<td valign="top" align="left">SLA</td>
<td valign="top" align="center">1.15</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.324</td>
<td valign="top" align="center">8.32</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"><bold>0.006</bold></td>
<td valign="top" align="center">3.03</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.057</td>
<td valign="top" align="center">54</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B4;<sup>13</sup>C</td>
<td valign="top" align="center">2.74</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.072</td>
<td valign="top" align="center">21.13</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"><bold>&#x003C; 0.001</bold></td>
<td valign="top" align="center">2.44</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.096</td>
<td valign="top" align="center">60</td>
</tr>
<tr>
<td valign="top" align="left">N</td>
<td valign="top" align="center">4.54</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>0.015</bold></td>
<td valign="top" align="center">73.27</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"><bold>&#x003C; 0.001</bold></td>
<td valign="top" align="center">0.04</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.959</td>
<td valign="top" align="center">54</td>
</tr>
<tr>
<td valign="top" align="left">PNUE</td>
<td valign="top" align="center">3.44</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"><bold>0.039</bold></td>
<td valign="top" align="center">3.08</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.085</td>
<td valign="top" align="center">0.04</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.959</td>
<td valign="top" align="center">54</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Bold values indicate statistically significant effect of the factor at <italic>p</italic> &#x003C; 0.05. &#x03A8;, leaf water potential; RWC, relative water content; A, leaf photosynthetic rate; g<sub>s</sub>, stomatal conductance; WUE, instantaneous water-use efficiency; IWUE, intrinsic water-use efficiency; SLA, specific leaf area; &#x03B4;<sup>13</sup>C, carbon isotopic composition; N, nitrogen concentration; PNUE, photosynthetic nitrogen-use efficiency.</p></fn>
</table-wrap-foot>
</table-wrap>
<p><italic>T</italic>-tests showed that <italic>A</italic> declined from wet to dry seasons in seven out of 10 species (<xref ref-type="fig" rid="F3">Figure 3A</xref>). The ANOVA also showed a significant effect of season and successional stage on <italic>A</italic> (<xref ref-type="fig" rid="F2">Figure 2A</xref> and <xref ref-type="table" rid="T2">Table 2</xref>), with no interaction between stage and season. During the wet season, species of the 6 years stage showed the highest values of <italic>A</italic>, whilst the lowest occurred in species of the DW; furthermore, the reduction in <italic>A</italic> from wet to dry season was c. 50% in both the 6 and 20 years stages, but it was only 25% in DW (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Values of <italic>A</italic> in the dry season were similar across stages (<xref ref-type="fig" rid="F3">Figure 3A</xref>). For <italic>g</italic><sub><italic>s</italic></sub>, we found that only five species changed their <italic>g</italic><sub><italic>s</italic></sub> between seasons, with four decreasing <italic>g</italic><sub><italic>s</italic></sub> during the dry season, and one increasing it (<italic>t</italic>-test results, <xref ref-type="fig" rid="F3">Figure 3B</xref>). The ANOVA revealed an interaction effect of stage and season, with <italic>g</italic><sub><italic>s</italic></sub> decreasing from wet to dry season only in the 6 years stage (<xref ref-type="fig" rid="F3">Figure 3B</xref> and <xref ref-type="table" rid="T2">Table 2</xref>). Wet season <italic>g</italic><sub><italic>s</italic></sub> decreased from the 6 years to the DW, with no difference in dry season <italic>g</italic><sub><italic>s</italic></sub> among stages (<xref ref-type="fig" rid="F3">Figure 3B</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Seasonal changes in gas exchange traits: <bold>(A)</bold> area-based photosynthetic rate (<italic>A</italic>) and <bold>(B)</bold> stomatal conductance (<italic>g</italic><sub><italic>s</italic></sub>), in seven shrub and tree species from three successional stages in a dry deciduous woodland in Macanao Peninsula, Margarita Island, Venezuela. Values are means &#x00B1; SE, and are shown per species (left of the dashed line) and averaged per site (right of the dashed line). Species abbreviations are as in <xref ref-type="table" rid="T1">Table 1</xref>. Stars (&#x002A;) indicate significant differences between seasons for each species (Student <italic>t</italic>-tests with <italic>p</italic> &#x003C; 0.05). Different letters indicate statistical differences at <italic>p</italic> &#x003C; 0.05 after ANOVA of season and site on the traits.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ffgc-06-1043574-g003.tif"/>
</fig>
<p><italic>T</italic>-tests also showed that WUE significantly decreased from wet to dry season in eight out of 10 species (<xref ref-type="fig" rid="F4">Figure 4A</xref>). This decrease was also observed in the ANOVA, with a significant effect of season on WUE (<xref ref-type="table" rid="T2">Table 2</xref>). There was also a significant difference in WUE among successional stages (<xref ref-type="table" rid="T2">Table 2</xref>), with the 6 years stage and DW being similar among themselves, but different from the 20 years stage. Values of IWUE changed between seasons in four species (<italic>t</italic>-test results, <xref ref-type="fig" rid="F4">Figure 4B</xref>). However, the ANOVA showed no significant overall effect of season (<xref ref-type="fig" rid="F4">Figure 4B</xref> and <xref ref-type="table" rid="T2">Table 2</xref>), but differences among stages (<xref ref-type="table" rid="T2">Table 2</xref>), with the greatest IWUE in the DW.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Seasonal changes in gas exchange traits: <bold>(A)</bold> instantaneous water-use efficiency (WUE) and <bold>(B)</bold> intrinsic water-use efficiency (IWUE), in seven shrub and tree species from three successional stages in a dry deciduous woodland in Macanao Peninsula, Margarita Island, Venezuela. Values are means &#x00B1; SE, and are shown per species (left of the dashed line) and averaged per site (right of the dashed line). Species abbreviations are as in <xref ref-type="table" rid="T1">Table 1</xref>. Stars (&#x002A;) indicate significant differences between seasons for each species (Student <italic>t</italic>-tests with <italic>p</italic> &#x003C; 0.05). Different letters indicate statistical differences at <italic>p</italic> &#x003C; 0.05 after ANOVA of season and site on the traits.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ffgc-06-1043574-g004.tif"/>
</fig>
<p>Results from <italic>t</italic>-tests showed that SLA changed little between seasons, except for three species that decreased their SLA from wet to dry season (<xref ref-type="table" rid="T3">Table 3</xref>). However, the ANOVA showed a significant effect of season and no effect of successional stage (<xref ref-type="table" rid="T2">Table 2</xref>) on SLA. Values of &#x03B4;<sup>13</sup>C changed between seasons in five out of 10 species, with values becoming higher (less negative) in the dry season (<italic>t</italic>-tests, <xref ref-type="table" rid="T3">Table 3</xref>). ANOVA showed a significant effect of season on &#x03B4;<sup>13</sup>C (<xref ref-type="table" rid="T2">Table 2</xref>), but there was no effect of successional stage on &#x03B4;<sup>13</sup>C (<xref ref-type="table" rid="T2">Table 2</xref>). Leaf N concentration differed between seasons in almost all species (<italic>t</italic>-tests, <xref ref-type="table" rid="T3">Table 3</xref>), with lower values in the dry than in the wet season. The ANOVA also showed an effect of season and stage on N, with greater N values in the 6 and 20 years stages (<xref ref-type="table" rid="T2">Table 2</xref>). In contrast, PNUE only differed between seasons in a few species (<italic>t</italic>-tests, <xref ref-type="table" rid="T3">Table 3</xref>). The ANOVA also showed no significant effect of season, but successional stage had a significant effect on PNUE (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Specific leaf area (SLA), carbon isotope composition (&#x03B4;<sup>13</sup>C), leaf nitrogen concentration (N) and photosynthetic nitrogen-use efficiency (PNUE) of species from three successional stages: 6 and 20 years since abandonment of sand extraction activity (6 and 20 years, respectively) and dry deciduous woodland (DW) in wet and dry seasons.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Successional stage</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Species</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">SLA (cm<sup>2</sup> g<sup>&#x2013;1</sup>)</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">&#x03B4;<sup>13</sup>C (&#x2030;)</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">N (mg g<sup>&#x2013;1</sup>)</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">PNUE<break/> (&#x03BC;mol mol N<sup>&#x2013;1</sup> s<sup>&#x2013;1</sup>)</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Wet</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Dry</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Wet</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Dry</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Wet</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Dry</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Wet</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Dry</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="4">6 years</td>
<td valign="top" align="center"><italic>Melochia tomentosa</italic></td>
<td valign="top" align="center">222.2 &#x00B1; 29.8a</td>
<td valign="top" align="center">176.7 &#x00B1; 54.0a</td>
<td valign="top" align="center">&#x2212;28.2 &#x00B1; 0.27a</td>
<td valign="top" align="center">&#x2212;26.8 &#x00B1; 0.04b</td>
<td valign="top" align="center">3.12 &#x00B1; 0.10b</td>
<td valign="top" align="center">1.25 &#x00B1; 0.02a</td>
<td valign="top" align="center">135.2 &#x00B1; 13.1a</td>
<td valign="top" align="center">132.8 &#x00B1; 28.3a</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Mimosa arenosa</italic></td>
<td valign="top" align="center">171.9 &#x00B1; 20.1a</td>
<td valign="top" align="center">115.0 &#x00B1; 9.8a</td>
<td valign="top" align="center">&#x2212;27.9 &#x00B1; 0.83a</td>
<td valign="top" align="center">&#x2212;27.2 &#x00B1; 0.02a</td>
<td valign="top" align="center">4.08 &#x00B1; 0.19b</td>
<td valign="top" align="center">2.44 &#x00B1; 0.06a</td>
<td valign="top" align="center">69.5 &#x00B1; 3.6b</td>
<td valign="top" align="center">44.4 &#x00B1; 1.7a</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Senna atomaria</italic></td>
<td valign="top" align="center">139.0 &#x00B1; 18.4b</td>
<td valign="top" align="center">79.7 &#x00B1; 2.6a</td>
<td valign="top" align="center">&#x2212;28.6 &#x00B1; 0.34a</td>
<td valign="top" align="center">&#x2212;26.4 &#x00B1; 0.30b</td>
<td valign="top" align="center">3.67 &#x00B1; 0.20a</td>
<td valign="top" align="center">2.98 &#x00B1; 0.95a</td>
<td valign="top" align="center">55.9 &#x00B1; 8.6a</td>
<td valign="top" align="center">29.3 &#x00B1; 9.8a</td>
</tr>
<tr>
<td valign="top" align="center"><bold>Mean &#x00B1; SE</bold></td>
<td valign="top" align="center"><bold>181.1 &#x00B1; 17</bold></td>
<td valign="top" align="center"><bold>119.0 &#x00B1; 19.4</bold></td>
<td valign="top" align="center"><bold>&#x2212;28.2 &#x00B1; 0.29</bold></td>
<td valign="top" align="center"><bold>&#x2212;26.8 &#x00B1; 0.15</bold></td>
<td valign="top" align="center"><bold>3.62 &#x00B1; 0.16</bold></td>
<td valign="top" align="center"><bold>2.22 &#x00B1; 0.37</bold></td>
<td valign="top" align="center"><bold>86.9 &#x00B1; 13.0</bold></td>
<td valign="top" align="center"><bold>68.8 &#x00B1; 18.0</bold></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="5">20 years</td>
<td valign="top" align="center"><italic>Gossypium hirsutum</italic></td>
<td valign="top" align="center">157.1 &#x00B1; 15.8a</td>
<td valign="top" align="center">122.9 &#x00B1; 10.2a</td>
<td valign="top" align="center">&#x2212;28.3 &#x00B1; 0.19a</td>
<td valign="top" align="center">&#x2212;26.8 &#x00B1; 0.19b</td>
<td valign="top" align="center">2.40 &#x00B1; 0.16b</td>
<td valign="top" align="center">3.62 &#x00B1; 0.18a</td>
<td valign="top" align="center">44.3 &#x00B1; 4.3a</td>
<td valign="top" align="center">33.9 &#x00B1; 7.4a</td>
</tr>
<tr>
<td valign="top" align="center"><italic>M. tomentosa</italic></td>
<td valign="top" align="center">122.2 &#x00B1; 5.6a</td>
<td valign="top" align="center">116.1 &#x00B1; 5.0a</td>
<td valign="top" align="center">&#x2212;27.8 &#x00B1; 0.55a</td>
<td valign="top" align="center">&#x2212;27.9 &#x00B1; 0.12a</td>
<td valign="top" align="center">2.51 &#x00B1; 0.11b</td>
<td valign="top" align="center">1.33 &#x00B1; 0.08a</td>
<td valign="top" align="center">78.7 &#x00B1; 10.4b</td>
<td valign="top" align="center">25.1 &#x00B1; 3.0a</td>
</tr>
<tr>
<td valign="top" align="center"><italic>M. arenosa</italic></td>
<td valign="top" align="center">165.9 &#x00B1; 14.7a</td>
<td valign="top" align="center">177.5 &#x00B1; 27.1a</td>
<td valign="top" align="center">&#x2212;29.2 &#x00B1; 0.25a</td>
<td valign="top" align="center">&#x2212;27.9 &#x00B1; 0.04b</td>
<td valign="top" align="center">4.14 &#x00B1; 0.04b</td>
<td valign="top" align="center">2.42 &#x00B1; 0.09a</td>
<td valign="top" align="center">41.8 &#x00B1; 5.1b</td>
<td valign="top" align="center">68.9 &#x00B1; 8.0a</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Piscidia carthagenensis</italic></td>
<td valign="top" align="center">150.3 &#x00B1; 11.9a</td>
<td valign="top" align="center">139.0 &#x00B1; 18.4a</td>
<td valign="top" align="center">&#x2212;27.6 &#x00B1; 0.97a</td>
<td valign="top" align="center">&#x2212;28.1 &#x00B1; 0.26a</td>
<td valign="top" align="center">3.13 &#x00B1; 0.24b</td>
<td valign="top" align="center">1.59 &#x00B1; 0.21a</td>
<td valign="top" align="center">72.7 &#x00B1; 9.1a</td>
<td valign="top" align="center">57.3 &#x00B1; 5.3a</td>
</tr>
<tr>
<td valign="top" align="center"><bold>Mean &#x00B1; SE</bold></td>
<td valign="top" align="center"><bold>150.0 &#x00B1; 28.9</bold></td>
<td valign="top" align="center"><bold>140.4 &#x00B1; 9.7</bold></td>
<td valign="top" align="center"><bold>&#x2212;28.1 &#x00B1; 0.30</bold></td>
<td valign="top" align="center"><bold>&#x2212;27.7 &#x00B1; 0.17</bold></td>
<td valign="top" align="center"><bold>3.34 &#x00B1; 0.22</bold></td>
<td valign="top" align="center"><bold>1.93 &#x00B1; 0.28</bold></td>
<td valign="top" align="center"><bold>59.4 &#x00B1; 6.0</bold></td>
<td valign="top" align="center"><bold>46.3 &#x00B1; 5.9</bold></td>
</tr>
<tr>
<td valign="top" align="left" rowspan="4">DW</td>
<td valign="top" align="center"><italic>Casearia tremula</italic></td>
<td valign="top" align="center">153.5 &#x00B1; 16.2b</td>
<td valign="top" align="center">102.1 &#x00B1; 3.9a</td>
<td valign="top" align="center">&#x2212;28.3 &#x00B1; 0.28a</td>
<td valign="top" align="center">&#x2212;27.9 &#x00B1; 0.15a</td>
<td valign="top" align="center">3.31 &#x00B1; 0.25b</td>
<td valign="top" align="center">1.44 &#x00B1; 0.04a</td>
<td valign="top" align="center">56.8 &#x00B1; 4.2a</td>
<td valign="top" align="center">51.3 &#x00B1; 5.5a</td>
</tr>
<tr>
<td valign="top" align="center"><italic>P. carthagenensis</italic></td>
<td valign="top" align="center">137.3 &#x00B1; 16.2a</td>
<td valign="top" align="center">101.7 &#x00B1; 15.7a</td>
<td valign="top" align="center">&#x2212;28.2 &#x00B1; 0.22a</td>
<td valign="top" align="center">&#x2212;27.7 &#x00B1; 0.22a</td>
<td valign="top" align="center">2.63 &#x00B1; 0.03b</td>
<td valign="top" align="center">1.66 &#x00B1; 0.28a</td>
<td valign="top" align="center">66.4 &#x00B1; 12.2a</td>
<td valign="top" align="center">68.4 &#x00B1; 16.8a</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Tecoma stans</italic></td>
<td valign="top" align="center">329.9 &#x00B1; 47.1b</td>
<td valign="top" align="center">183.8 &#x00B1; 14.1a</td>
<td valign="top" align="center">&#x2212;28.9 &#x00B1; 0.62a</td>
<td valign="top" align="center">&#x2212;27.1 &#x00B1; 0.08b</td>
<td valign="top" align="center">3.15 &#x00B1; 0.38b</td>
<td valign="top" align="center">1.43 &#x00B1; 0.01a</td>
<td valign="top" align="center">107.3 &#x00B1; 14.2a</td>
<td valign="top" align="center">72.5 &#x00B1; 5.4a</td>
</tr>
<tr>
<td valign="top" align="center"><bold>Mean &#x00B1; SE</bold></td>
<td valign="top" align="center"><bold>213.2 &#x00B1; 33.7</bold></td>
<td valign="top" align="center"><bold>131.7 &#x00B1; 14.8</bold></td>
<td valign="top" align="center"><bold>&#x2212;28.4 &#x00B1; 0.23</bold></td>
<td valign="top" align="center"><bold>&#x2212;27.7 &#x00B1; 0.17</bold></td>
<td valign="top" align="center"><bold>3.02 &#x00B1; 0.17</bold></td>
<td valign="top" align="center"><bold>1.51 &#x00B1; 0.09</bold></td>
<td valign="top" align="center"><bold>76.8 &#x00B1; 9.5</bold></td>
<td valign="top" align="center"><bold>64.0 &#x00B1; 6.3</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Values are means &#x00B1; SE. Different letters between seasons (within the same trait) indicate statistically significant differences at <italic>p</italic> &#x003C; 0.05 from Student&#x2019;s <italic>t</italic>-tests. Bold values are means per successional stage &#x00B1; SE.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>When looking at coordination among traits, we found a positive relationship between N concentration and <italic>A</italic><sub><italic>mass</italic></sub>, but only in the DW (<italic>r</italic><sup>2</sup> = 0.86, <italic>p</italic> = 0.008, <xref ref-type="fig" rid="F5">Figure 5</xref>). Values of <italic>A</italic><sub><italic>mass</italic></sub> were similar in the 6 years and DW stage in the wet season and slightly higher than those of the 20 years stage (<italic>p</italic> = 0.420, data not shown), and they decreased in all stages during the dry season (<italic>p</italic> = 2 &#x00D7; 10<sup>&#x2013;5</sup>, data not shown). Values of &#x03B4;<sup>13</sup>C were positively related to WUE in the dry season only (<italic>r</italic><sup>2</sup> = 0.60, <italic>p</italic> = 0.008, <xref ref-type="fig" rid="F6">Figure 6</xref>), with species from the 6 years stage having the greater values in both traits, indicating that these species are more water-use efficient.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Relationship between mass-based photosynthetic rate (<italic>A</italic><sub>mass</sub>) and nitrogen (N) concentration in species from three successional stages: 6 years since abandonment (circles), 20 years since abandonment (squares) and dry deciduous woodland (triangles), in both wet (closed symbols) and dry seasons (open symbols). The relationship is significant in the dry deciduous woodland only (<italic>r</italic><sup>2</sup> = 0.86, <italic>p</italic> = 0.008).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ffgc-06-1043574-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Relationship between carbon isotope composition (&#x03B4;<sup>13</sup>C) and instantaneous water-use efficiency (WUE) in species from three successional stages: 6 years since abandonment (circles), 20 years since abandonment (squares) and dry deciduous woodland (triangles), in both wet (closed symbols) and dry seasons (open symbols). The relationship is marginally significant for the dry season only (<italic>r</italic><sup>2</sup> = 0.60, <italic>p</italic> = 0.052).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ffgc-06-1043574-g006.tif"/>
</fig>
<p>Results from the first PCA on the species mean trait values using both wet and dry season data, show that the main axis of variation explained 41.8% of the data, while the second axis explained 14.3% (<xref ref-type="fig" rid="F7">Figure 7A</xref>). The first axis (PC1) was positively associated with &#x03B4;<sup>13</sup>C and negatively associated with all other traits except for IWUE. The second axis (PC2) was positively associated with IWUE. This PCA does not show a clear functional separation of the species in the three successional stages (<xref ref-type="fig" rid="F7">Figure 7A</xref>). To test for different trait coordination in the two seasons, we performed two separate PCAs. The PCA using the wet season data had a PC1 that explained 26.8% of the wet season variation and showed coordination between RWC, WUE and IWUE, and these traits traded-off with <italic>A</italic><sub><italic>mass</italic></sub>, <italic>g</italic><sub><italic>s</italic></sub> and SLA (<xref ref-type="fig" rid="F7">Figure 7B</xref>). The PCA using the dry season data had a PC1 that explained 31.8% of the dry season variation and showed coordination between <italic>A</italic>, <italic>A</italic><sub><italic>mass</italic></sub>, &#x03B4;<sup>13</sup>C, WUE, and PNUE, and these traits traded-off with &#x03A8; (<xref ref-type="fig" rid="F7">Figure 7C</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Principal component analyses biplots of species mean trait values grouped by <bold>(A)</bold> successional stage, and for each of the seasons: <bold>(B)</bold> wet season, and <bold>(C)</bold> dry season. Colors represent the 20 years, 6 years and the dry woodland (DW).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ffgc-06-1043574-g007.tif"/>
</fig>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>We studied the water relations, gas exchange, resource-use efficiency, specific leaf area, carbon isotope composition and nitrogen concentration of seven shrub and tree species from three sites at different stages of succession in a tropical dry forest to understand how functional traits change as succession advances. We found differences among stages in traits, such as &#x03A8;, <italic>A</italic>, <italic>g</italic><sub><italic>s</italic></sub>, WUE, IWUE, N and PNUE, and a rather strong effect of seasonality in all traits studied except for IWUE and PNUE.</p>
<p>We found partial support for our hypothesis that as succession advances, leaf traits become more conservative, as only <italic>A</italic>, <italic>g</italic><sub><italic>s</italic></sub>, and N decreased from the 6 years to the DW stage, with no clear trend in <italic>A</italic><sub><italic>mass</italic></sub>, WUE, and PNUE. Photosynthetic rate has been found to decrease from early to late successional stages and this is usually associated with a change in the growth form of plants as succession advances (<xref ref-type="bibr" rid="B47">Zhu et al., 2013</xref>; <xref ref-type="bibr" rid="B18">Han et al., 2020</xref>). This can partially explain our results, as shrubs are only present in the 6 and 20 years stage and not in the DW. However, the decrease in <italic>A</italic> along the succession was not accompanied by a decrease in SLA; indeed, SLA increased as succession advances. A similar increased in SLA has been found in another TDF in Guanacaste, Costa Rica (<xref ref-type="bibr" rid="B5">Buzzard et al., 2016</xref>). This indicates that leaves become thinner and/or less dense as succession advances, but these changes do not translate into greater photosynthetic capacity as expected from the leaf economic spectrum (<xref ref-type="bibr" rid="B30">Reich et al., 1997</xref>; <xref ref-type="bibr" rid="B46">Wright et al., 2004</xref>). However, the decrease in <italic>A</italic> as succession advances can be explained by both reduced <italic>g</italic><sub><italic>s</italic></sub> and N concentration. Species in the 6 years stage significantly decreased <italic>g</italic><sub><italic>s</italic></sub> during the dry season but with a smaller reduction in N concentration, which indicates a higher stomatal control of <italic>A</italic>, also evidenced by the higher &#x03B4;<sup>13</sup>C values measured in these species.</p>
<p>Furthermore, following the expectations of the leaf economic spectrum, <italic>A</italic><sub><italic>mass</italic></sub> was positively related to N concentration, although only in the DW species. Values of <italic>A</italic><sub><italic>mass</italic></sub> represent the rate of carbon capture per unit of biomass invested in leaves, thus providing an index of photosynthetic efficiency (<xref ref-type="bibr" rid="B2">&#x00C1;vila-Lovera et al., 2019</xref>). In our study, species from the 6 years and DW seem to be equally efficient in the C return per unit of C invested during both wet and dry season, as they have similar <italic>A</italic><sub><italic>mass</italic></sub>, while species from the 20 years stage have lower <italic>A</italic><sub><italic>mass</italic></sub>, especially in the wet season, compared to the other two stages.</p>
<p>Despite a decrease in N concentration as succession advances, PNUE decreased from the 6 years to the 20 years stages and then increased from the 20 years to the DW, which contrasts with the expectation that as N decreases, PNUE should increase. A study from a subtropical moist forest found that PNUE decreased as succession advances (<xref ref-type="bibr" rid="B18">Han et al., 2020</xref>), whereas another study from a tropical wet forest suggested that PNUE increases as succession advances (<xref ref-type="bibr" rid="B43">van Kuijk and Anten, 2009</xref>). In a study in Central Amazonia, PNUE was higher in pioneer species than in early and late secondary species, which was related to the pioneers&#x2019; greater photosynthetic capacity, rather than lower N availability (<xref ref-type="bibr" rid="B9">dos Santos et al., 2006</xref>). The values of N concentration in our study are relatively high, and can explain the relatively low PNUE we found overall compared to those found in other TDFs with lower leaf N concentration (<xref ref-type="bibr" rid="B6">Chaturvedi et al., 2021</xref>).</p>
<p>We found strong support for our expectation that functional traits, especially water relation traits and resource-use efficiency traits, change seasonally. The maintenance of RWC in the dry season in both the 6 and 20 years stages despite of a strong reduction in &#x03A8; in the 6 years stage and a moderate reduction in the 20 years stage indicates that the change in &#x03A8; may be due to osmotic adjustment, as turgor could have been kept at similar values between seasons and accumulation of solutes inside the cells would lead to a decreased osmotic potential and &#x03A8; (<xref ref-type="bibr" rid="B34">Sanders and Arndt, 2012</xref>). Maintenance of turgor and hence RWC in the dry season was likely a result of stomatal closure, as <italic>g</italic><sub><italic>s</italic></sub> decreased in the 6 years stage. Early stomatal closure as water availability decreases is an important strategy in plant species from seasonally dry habitats (<xref ref-type="bibr" rid="B40">Tezara et al., 2010</xref>) and tropical forests in general (<xref ref-type="bibr" rid="B35">Santiago et al., 2016</xref>). At the same time, possible osmotic adjustment leading to decreased &#x03A8; in the dry season allows for a water potential gradient between the soil and the leaf to be maintained in this period of water deficit. Given the similar &#x03A8; values among species in the three stages along with similar responses to water deficit, species from the three successional stages seem to be functionally equivalent in this dry deciduous woodland.</p>
<p>Although no clear trend in WUE was observed among stages, species from the DW were more efficient in the use of water in both the wet and dry season according to values of IWUE. An increase in canopy cover during succession could have played a role in this response, as decreased air evaporative demand (low air vapor pressure deficit, VPD) would affect <italic>g</italic><sub><italic>s</italic></sub> and IWUE. Other studies have found a decreased in wet season VPD as succession advances in a TDF in Oaxaca, Mexico, and this has been associated with larger basal area (<xref ref-type="bibr" rid="B23">Lebrija-Trejos et al., 2010</xref>, <xref ref-type="bibr" rid="B24">2011</xref>), and likely large canopy cover. The effect of canopy characteristics on gas exchange of species in different successional stages has also been highlighted in a seasonal evergreen forest in Nakhon Ratchasima, Thailand (<xref ref-type="bibr" rid="B41">Tor-ngern et al., 2021</xref>). High IWUE is a desirable trait for maintaining good carbon and water balances in water-limited environments and differences in this ratio suggest variation in stomatal limitation to carbon assimilation (<xref ref-type="bibr" rid="B37">Sobrado, 1991</xref>) in the species from the different successional stages.</p>
<p>We found significant relationships among some important traits supported by both the regression analyses and PCA, supporting our hypothesis of a coordination of traits across successional stages. Results from the PCA show strong coordination among most traits studied, the ones aligning with PC1, except for IWUE, which seem to be independent from the other traits (it strongly loaded with PC2). However, species mean trait values did not allow for a functional separation of the species based on the successional stages. Indeed, we found that species from the three successional stages share a big part of their functional trait space, with species from 6 and 20 years being the most similar. These results further support the idea that greater functional variation within than among successional groups is common in tropical forests (<xref ref-type="bibr" rid="B43">van Kuijk and Anten, 2009</xref>; <xref ref-type="bibr" rid="B17">Goldstein et al., 2016</xref>; <xref ref-type="bibr" rid="B45">Vieira et al., 2021</xref>). The separate PCAs for each of the seasons showed how traits and trait coordination changed from wet to dry season. For example, in the wet season species with high values of <italic>A</italic><sub><italic>mass</italic></sub>, <italic>g</italic><sub><italic>s</italic></sub> and SLA also had lower values of WUE and IWUE, indicating a trade-off between carbon assimilation and water-use efficiency. In the dry season, however, species with high values of <italic>A</italic><sub><italic>mass</italic></sub> also had high WUE and PNUE, indicating no trade-off between carbon assimilation and resource-use efficiency. Furthermore, species with high <italic>A</italic><sub><italic>mass</italic></sub>, WUE, and PNUE also had high values of &#x03B4;<sup>13</sup>C and low values of &#x03A8; indicating that the species with greater drought tolerance could maintain photosynthetic efficiency and resource-use efficiency during the period of water limitation.</p>
<p>Taken together our results indicate that, contrary to expectation, species along a successional gradient in a tropical dry forest in Venezuela do not necessarily become more resource-conservative as succession advances. This could reflect the low soil nutrient concentrations early in the succession (<xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>), as opencast mining completely removes the topsoil and new plant species colonize a bare substrate. Nutrient and organic matter concentration are low in the three stages compared to the nearby forest (<xref ref-type="bibr" rid="B11">Fajardo, 2007</xref>), but they are lower in both the 6 years stage and DW than in the 20 years stage. Importantly, similar seasonal behavior in species from the different successional stages indicate that they may be functionally similar, as further supported by the PCA. Our results indicate that in the absence of specific trends (traits becoming more or less conservative as succession advances) in many of the traits evaluated in the different successional stages, the planting of native species from the late successional stage in the 6 and 20 years successional areas could help accelerate the succession and allow species to have a good physiological performance, and therefore help in the overall restoration of these degraded areas. We recognize that we only sampled one stand in each successional stage, and hence our conclusions may not represent what happens at the successional stage level, so we recommend further studies with a community ecology approach using a larger number of stands at each successional stage to determine whether the functional traits (mainly ecophysiological) approach used in the present study are conclusive.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S6" sec-type="author-contributions">
<title>Author contributions</title>
<p>RU secured the funding. E&#x00C1;-L, RU, IC, and WT designed and conducted research. E&#x00C1;-L and WT performed the statistical analyses, made the plots, and wrote the manuscript with significant input from all other authors. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Consejo de Desarrollo Cient&#x00ED;fico y Human&#x00ED;stico from Central University of Venezuela (CDCH, UCV) grant PI 03-00-5733-2004. E&#x00C1;-L thanks the support of the Smithsonian Tropical Research Institute Earl S. Tupper Fellowship during the writing of this manuscript.</p>
</sec>
<ack><p>We are grateful to Jos&#x00E9; Manuel Brice&#x00F1;o (Provita), Juan Carlos Salazar (Arenera La Chica), Dr. Alicia C&#x00E1;ceres, Dr. Carolina Kalinhoff, Victor Romero, Pablo Mill&#x00E1;n, and Romel Mar&#x00ED;n for their logistical support in the field. We also thank MSc. Diego Camilo Mart&#x00ED;nez for providing <xref ref-type="fig" rid="F1">Figure 1</xref>. Special thanks to Drs. Ana Herrera and Nelson Ram&#x00ED;rez for useful comments on an early version of this manuscript.</p>
</ack>
<sec id="S8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
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<sec id="S10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/ffgc.2023.1043574/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/ffgc.2023.1043574/full#supplementary-material</ext-link></p>
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