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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2022.784111</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Host Gall Size and Temperature Influence Voltinism in an Exotic Parasitoid</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Aguirrebengoa</surname> <given-names>Martin</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1461018/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wong</surname> <given-names>Mar&#x00ED;a Eva</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Boyero</surname> <given-names>Juan Ram&#x00F3;n</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Quinto</surname> <given-names>Javier</given-names></name>
</contrib>
</contrib-group>
<aff><institution>Laboratorio de Entomolog&#x00ED;a Agr&#x00ED;cola, Centro IFAPA de M&#x00E1;laga, Instituto de Investigaci&#x00F3;n y Formaci&#x00F3;n Agraria, Pesquera, Alimentaria y de la Producci&#x00F3;n Ecol&#x00F3;gica</institution>, <addr-line>M&#x00E1;laga</addr-line>, <country>Spain</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Makoto Tokuda, Saga University, Japan</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Thomas Wassmer, Siena Heights University, United States; Lynne K. Rieske-Kinney, University of Kentucky, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Martin Aguirrebengoa, <email>martin.aguirrebengoa@juntadeandalucia.es</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Behavioral and Evolutionary Ecology, a section of the journal Frontiers in Ecology and Evolution</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>784111</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Aguirrebengoa, Wong, Boyero and Quinto.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Aguirrebengoa, Wong, Boyero and Quinto</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>Insect phenology is highly temperature-dependent. Higher temperatures can lead to earlier emergence and lengthening of the active period, which enable many insect groups to complete more generations. Studies on the effects of climate change on insect populations are providing concerning evidence supporting this relationship. These kind of shifts in phenology and voltinism also occur in agricultural and forest insect pests and their natural enemies, with potential implications for biological control. The consequences derived from changing temperature regimes on tritrophic interactions remain poorly studied, particularly in gall-inducing insects and their parasitoids. Here we detail the occurrence of bivoltinism in the exotic parasitoid <italic>Torymus sinensis</italic>, previously categorized as univoltine, a widely introduced species to fight against the invasive Asian chestnut gall wasp <italic>Dryocosmus kuriphilus</italic> wherever this pest spread. This plasticity in voltinism has been observed in the southernmost European distribution of <italic>D. kuriphilus</italic>, and appears to be mediated by both temperature and gall traits, namely size or the number of gall chambers. Bivoltinism was most common at annual mean temperatures around 13.5&#x00B0;C and in galls with more chambers. Through this work, we intend to unravel the factors behind this phenomenon and discern the possible consequences on host-parasitoid interactions.</p>
</abstract>
<kwd-group>
<kwd>biological control</kwd>
<kwd><italic>Castanea</italic></kwd>
<kwd>climate change</kwd>
<kwd><italic>Dryocosmus kuriphilus</italic></kwd>
<kwd>insect life-cycle</kwd>
<kwd>insect phenology</kwd>
<kwd><italic>Torymus sinensis</italic></kwd>
<kwd>phenotypic plasticity</kwd>
</kwd-group>
<contract-sponsor id="cn001">Junta de Andaluc&#x00ED;a <named-content content-type="fundref-id">10.13039/501100011011</named-content></contract-sponsor>
<contract-sponsor id="cn002">European Regional Development Fund <named-content content-type="fundref-id">10.13039/501100008530</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="2"/>
<ref-count count="51"/>
<page-count count="8"/>
<word-count count="4558"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Temperature is one of the main drivers of insect phenology (<xref ref-type="bibr" rid="B21">Guti&#x00E9;rrez and Wilson, 2021</xref>). Changing temperatures can foster diverse effects on insect phenology, and main responses are driven by phenotypic plasticity and evolutionary changes (<xref ref-type="bibr" rid="B14">Forrest, 2016</xref>; <xref ref-type="bibr" rid="B32">Marshall et al., 2020</xref>; <xref ref-type="bibr" rid="B44">Rodrigues and Beldade, 2020</xref>). For example, warmer temperatures can increase estivation (dormant physiological state that takes place in summer in response to high temperatures), lead to earlier emergence from diapause (hormonally mediated delay in development in response to adverse environmental conditions) and/or advanced phenology (e.g., <xref ref-type="bibr" rid="B46">Saulich and Musolin, 2017</xref>; <xref ref-type="bibr" rid="B10">Davies, 2019</xref>; <xref ref-type="bibr" rid="B32">Marshall et al., 2020</xref>). Moreover, the associated lengthening of the active season enable many insect groups to complete more generations (voltinism) (e.g., <xref ref-type="bibr" rid="B26">J&#x00F6;nsson et al., 2009</xref>; <xref ref-type="bibr" rid="B3">Altermatt, 2010</xref>; <xref ref-type="bibr" rid="B33">Mart&#x00ED;n-Vertedor et al., 2010</xref>). Such changes can trigger multiple impacts on antagonistic interactions, such as phenological mismatches between natural enemies and their hosts (<xref ref-type="bibr" rid="B9">Damien and Tougeron, 2019</xref>; <xref ref-type="bibr" rid="B1">Abarca and Spahn, 2021</xref>), or the alteration of community structure and food webs (<xref ref-type="bibr" rid="B24">Harvey et al., 2020</xref>; <xref ref-type="bibr" rid="B29">Lann et al., 2021</xref>), with detrimental consequences for pest control in agricultural and forest systems (<xref ref-type="bibr" rid="B48">Tougeron et al., 2020</xref>; <xref ref-type="bibr" rid="B15">Frank, 2021</xref>; <xref ref-type="bibr" rid="B29">Lann et al., 2021</xref>). In specialized host-parasitoid interactions, trophic levels often respond differently to thermal stress, but in general, parasitoids will be more constrained than hosts, not only by direct phenological shifts affecting their populations, but also by indirect bottom-up and top-down effects (<xref ref-type="bibr" rid="B7">Chidawanyika et al., 2019</xref>; <xref ref-type="bibr" rid="B47">Thierry et al., 2019</xref>; <xref ref-type="bibr" rid="B48">Tougeron et al., 2020</xref>). Despite their ecological and economic impacts, scarce attention has been paid to potential effects on plant&#x2014;gall insect&#x2014;parasitoid tritrophic interactions (but see <xref ref-type="bibr" rid="B39">Noe and Niinemets, 2020</xref>; <xref ref-type="bibr" rid="B16">Gil-Tapetado et al., 2021a</xref>), and further research is needed on this issue.</p>
<p>The chalcid parasitoid <italic>Torymus sinensis</italic> (Hymenoptera: Torymidae), native to East Asia, is an effective biological control agent of the invasive Asian chestnut gall wasp <italic>Dryocosmus kuriphilus</italic> (Hymenoptera: Cynipidae), the most serious chestnut pest worldwide (<xref ref-type="bibr" rid="B4">Avtzis et al., 2019</xref>; <xref ref-type="bibr" rid="B11">EPPO, 2021</xref>). The use of this exotic natural enemy is a good example of successful classical biological control; this is the reason why it has been introduced wherever the pest spread over the past decades (<xref ref-type="bibr" rid="B35">Moriya et al., 1989</xref>; <xref ref-type="bibr" rid="B4">Avtzis et al., 2019</xref>; <xref ref-type="bibr" rid="B31">Marcolin et al., 2021</xref>). The life-cycle of <italic>T. sinensis</italic> is highly synchronized with that of its host <italic>D. kuriphilus</italic> (<italic>T. sinensis</italic> adults emerge from 1-year-old dry galls at the end of winter, shortly after the reactivation of <italic>D. kuriphilus</italic> larvae and subsequent gall induction, and parasitize larval stages growing inside the newly formed galls) and both species have been widely reported as univoltine (<xref ref-type="bibr" rid="B35">Moriya et al., 1989</xref>; <xref ref-type="bibr" rid="B36">Murakami et al., 1995</xref>; <xref ref-type="bibr" rid="B8">Cooper and Rieske, 2011</xref>; <xref ref-type="bibr" rid="B13">Ferracini et al., 2015</xref>). Although <italic>T. sinensis</italic> was traditionally considered as host-specific, an extensive tracking over the first 10 years after its introduction in mid-northern Italy demonstrated less strict monophagy and higher phenological plasticity than previously thought (<xref ref-type="bibr" rid="B12">Ferracini et al., 2017</xref>; about host specificity also see <xref ref-type="bibr" rid="B17">Gil-Tapetado et al., 2021b</xref>).</p>
<p>The phenology of exotic insect species may be subject to temperature-mediated alterations in their areas of introduction, particularly in their extreme distributional ranges. The southernmost distributional range of <italic>Castanea sativa</italic> chestnuts in continental Europe occurs in the southern Spanish province of M&#x00E1;laga, with the warmest European growing conditions (annual mean temperatures ranging from 13.1 to 16.0&#x00B0;C). <italic>Dryocosmus kuriphilus</italic> was first detected in 2014 in this area, and spread rapidly through the province, while <italic>T. sinensis</italic> has been yearly released in all affected localities since the year following the pest detection (<xref ref-type="bibr" rid="B38">Nieves-Aldrey et al., 2019</xref>; <xref ref-type="bibr" rid="B51">Wong et al., 2021</xref>). Climatic conditions in southern Spain could exert even greater selective pressure and lengthen the active period of both <italic>D. kuriphilus</italic> and <italic>T. sinensis</italic> in comparison to northern latitudes (<xref ref-type="bibr" rid="B16">Gil-Tapetado et al., 2021a</xref>; <xref ref-type="bibr" rid="B42">Quinto et al., 2021</xref>), therefore representing a suitable study area for further research into phenological shifts in <italic>T. sinensis</italic>. We predicted that bivoltinism in <italic>T. sinensis</italic> could occur in the warmest locations within the studied area, which would allow the occurrence of a first rapid life-cycle inside the newly formed fresh spring galls and likely start a second cycle on the same <italic>D. kuriphilus</italic> cohort. With this aim, we sampled fresh spring <italic>D. kuriphilus</italic> galls across different locations and further assessed the influence of temperature variables. Given that gall traits can be related to temperature regimes and may play a crucial role in this host-parasitoid interaction (<xref ref-type="bibr" rid="B16">Gil-Tapetado et al., 2021a</xref>,<xref ref-type="bibr" rid="B18">c</xref>), we also evaluated the effect of the number of chambers per gall, which in turn is a proxy for gall size (<xref ref-type="bibr" rid="B30">L&#x00E1;szl&#x00F3; and T&#x00F3;thm&#x00E9;r&#x00E9;sz, 2013</xref>).</p>
</sec>
<sec id="S2">
<title>Methods</title>
<sec id="S2.SS1">
<title>Data Collection</title>
<p>Around 450 <italic>D. kuriphilus</italic> fresh spring galls were collected on 11-May-2021 from each of 17 chestnut sampling locations framed in three municipalities (Igualeja, Pujerra, and Jubrique) at the foothills of the Sierra de las Nieves mountainous enclave (M&#x00E1;laga, Spain; <xref ref-type="fig" rid="F1">Figure 1A</xref>). Within each sampling location, leaf, bract, and basal galls were randomly collected from 8 to 10 trees, which were detached from shoots, and the leaf tissues cleaned. Twenty galls per sampling location were dissected and the mean number of chambers/gall (mean &#x00B1; SD: 4.81 &#x00B1; 1.01 chambers/gall; range: 3.45&#x2013;6.85) and of immature pre-dormant <italic>T. sinensis</italic> individuals per sampling location were determined. The estimation of immature <italic>T. sinensis</italic> individuals allowed to quantify the average parasitism by <italic>T. sinensis</italic> with a presumably univoltine life-cycle per sampling location:</p>
<disp-formula id="S2.Ex1"><mml:math id="M1"><mml:mrow><mml:mpadded width="+3.3pt"><mml:mtext>univoltine</mml:mtext></mml:mpadded><mml:mi>T</mml:mi><mml:mo rspace="7.5pt">.</mml:mo><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mi>e</mml:mi><mml:mi>n</mml:mi><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mpadded width="+5pt"><mml:mi>s</mml:mi></mml:mpadded><mml:mpadded width="+5pt"><mml:mi>parasitism</mml:mi></mml:mpadded><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mo lspace="0pt" rspace="3.5pt">%</mml:mo><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo></mml:mrow><mml:mrow><mml:mpadded width="+5pt"><mml:mfrac><mml:mrow><mml:mrow><mml:mpadded width="+5pt"><mml:mi>number</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>of</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+3.3pt"><mml:mi>immature</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mi>T</mml:mi></mml:mrow><mml:mo rspace="7.5pt">.</mml:mo><mml:mrow><mml:mi>s</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>i</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>n</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>e</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>n</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>s</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>i</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>s</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mi>individuals</mml:mi></mml:mrow></mml:mrow><mml:mrow><mml:mrow><mml:mrow><mml:mpadded width="+5pt"><mml:mi>number</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>of</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>dissected</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>galls</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi mathvariant="normal">x</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>mean</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>number</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>of</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mi>chambers</mml:mi></mml:mrow><mml:mo>/</mml:mo><mml:mi>gal</mml:mi></mml:mrow><mml:mo>&#x2062;</mml:mo><mml:mtext>l</mml:mtext></mml:mrow></mml:mfrac></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mi mathvariant="normal">x</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mn>&#x2005;100</mml:mn></mml:mrow></mml:math></disp-formula>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p><bold>(A)</bold> Spatial distribution of the 17 sampling locations in M&#x00E1;laga province, Spain. <bold>(B&#x2013;H)</bold> Spatial contour plots, Moran&#x2019;s I statistics and correlograms for all dependent and explanatory variables.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-784111-g001.tif"/>
</fig>
<p>In addition, 435.38 &#x00B1; 121.42 (mean &#x00B1; SD) fresh galls per sampling location (range: 260&#x2013;691) with no previous exit holes were immediately stored in 75 &#x00D7; 7.5 cm sterilized cardboard tubes (one per location) with extractable tubes exposed to light. Tubes were maintained in laboratory conditions under natural daylight and ambient temperature and relative humidity. They were daily monitored for parasitoid emergence until late June, when no more parasitoids emerged after 10 days. Average bivoltine parasitism (parasitism hereafter) by <italic>T. sinensis</italic> across locations was calculated as:</p>
<disp-formula id="S2.Ex3"><mml:math id="M3"><mml:mrow><mml:mpadded width="+3.3pt"><mml:mtext>bivoltine</mml:mtext></mml:mpadded><mml:mi>T</mml:mi><mml:mo rspace="7.5pt">.</mml:mo><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mi>e</mml:mi><mml:mi>n</mml:mi><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mpadded width="+5pt"><mml:mi>s</mml:mi></mml:mpadded><mml:mpadded width="+5pt"><mml:mi>parasitism</mml:mi></mml:mpadded><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mo lspace="0pt" rspace="3.5pt">%</mml:mo><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mpadded width="+5pt"><mml:mfrac><mml:mrow><mml:mrow><mml:mpadded width="+5pt"><mml:mi>number</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>of</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+3.3pt"><mml:mi>emerged</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mi>T</mml:mi></mml:mrow><mml:mo rspace="7.5pt">.</mml:mo><mml:mrow><mml:mi>s</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>i</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>n</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>e</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>n</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>s</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mi>i</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>s</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mi>individuals</mml:mi></mml:mrow></mml:mrow><mml:mrow><mml:mrow><mml:mpadded width="+5pt"><mml:mi>number</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>of</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>stored</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>galls</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi mathvariant="normal">x</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>mean</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>number</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mpadded width="+5pt"><mml:mi>of</mml:mi></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mi>chambers</mml:mi></mml:mrow><mml:mo>/</mml:mo><mml:mi>gall</mml:mi></mml:mrow></mml:mfrac></mml:mpadded><mml:mo>&#x2062;</mml:mo><mml:mi mathvariant="normal">x</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mn>&#x2005;100</mml:mn></mml:mrow></mml:math></disp-formula><p>Besides, <italic>T. sinensis</italic> bivoltine/univoltine parasitism ratio per sampling location was calculated. The identity of immature and emerged <italic>T. sinensis</italic> individuals was corroborated using the keys provided by <xref ref-type="bibr" rid="B37">Nieves-Aldrey and Gil-Tapetado (2019)</xref>.</p>
<p>Finally, to test whether the temperature is determinant of <italic>T. sinensis</italic> bivoltinism, we obtained fine-scale spatial temperature values (annual mean temperature, annual number of days with maximum temperature &#x003E; 25&#x00B0;C, annual number of days with minimum temperature &#x003E; 20&#x00B0;C, and annual number of days with minimum temperature &#x003C; 0&#x00B0;C) for each of the 17 sampling locations from the 1971 to 2000 Iberian Climatic Atlas of AEMET (State Meteorological Agency of Spain), which provides georeferenced data with an accuracy of 1 km<sup>2</sup>.</p>
</sec>
<sec id="S2.SS2">
<title>Statistical Analyses</title>
<p>We used the statistical program R version <italic>3.5.2</italic> for the analyses (<xref ref-type="bibr" rid="B43">R Core Team, 2020</xref>). First, we tested the occurrence of spatial autocorrelation for all dependent (<italic>T. sinensis</italic> bivoltine/univoltine parasitism ratio and <italic>T. sinensis</italic> bivoltine parasitism) and explanatory variables (<italic>T. sinensis</italic> univoltine parasitism, temperature measurements, and mean <italic>D. kuriphilus</italic> chambers/gall), based on Moran&#x2019;s I correlation coefficient for distance matrices (<xref ref-type="bibr" rid="B20">Griffith and Chun, 2014</xref>; <xref ref-type="bibr" rid="B22">Hansen et al., 2020</xref>). Moran&#x2019;s I correlation coefficients were calculated with the package <italic>ape</italic> (<xref ref-type="bibr" rid="B40">Paradis and Schliep, 2019</xref>), and we used the package <italic>pgirmess</italic> (<xref ref-type="bibr" rid="B19">Giraudoux, 2021</xref>) for plotting the correlograms and the package <italic>akima</italic> (<xref ref-type="bibr" rid="B2">Akima and Gebhardt, 2020</xref>) for plotting the spatial contour plots.</p>
<p>Next, we tested the relationship between the dependent and explanatory variables. Given the overall high spatial autocorrelation observed for both explanatory and dependent variables (higher than expected in all cases; <xref ref-type="fig" rid="F1">Figures 1B&#x2013;H</xref>), we performed spatially explicit regression models with the package <italic>spaMM</italic> (<xref ref-type="bibr" rid="B45">Rousset and Ferdy, 2014</xref>), set to linear or quadratic functions based on model fit (<xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>). Regarding the different temperature measurements, we used the ones that showed the best model fit in each case (<xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>). We used the packages <italic>ggplot2</italic> (<xref ref-type="bibr" rid="B50">Wickman, 2016</xref>) and <italic>rms</italic> (<xref ref-type="bibr" rid="B23">Harrell, 2019</xref>) for graphing the scatterplots and 3D plots.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<p>A total of 144 <italic>T. sinensis</italic> individuals emerged from the fresh spring galls collected in May 2021. This implies a <italic>T. sinensis</italic> bivoltine parasitism of 0.34 &#x00B1; 0.41% (mean &#x00B1; SD; range: 0&#x2013;1.38%). <italic>Torymus sinensis</italic> univoltine parasitism was 6.54 &#x00B1; 4.24% (mean &#x00B1; SD; range: 0.95&#x2013;17.02%), whereas <italic>T. sinensis</italic> bivoltine/univoltine parasitism ratio was 0.13 &#x00B1; 0.26 (mean &#x00B1; SD; range: 0&#x2013;1.08).</p>
<p><italic>Torymus sinensis</italic> bivoltine/univoltine parasitism ratio showed a non-linear correlation with <italic>T. sinensis</italic> univoltine parasitism: the relationship was negative, but only when <italic>T. sinensis</italic> univoltine parasitism was lowest (<xref ref-type="fig" rid="F2">Figure 2A</xref>). <italic>Torymus sinensis</italic> bivoltine/univoltine parasitism ratio was negatively correlated with the annual number of days with a maximum temperature &#x003E; 25&#x00B0;C and with a minimum temperature &#x003E; 20&#x00B0;C (<xref ref-type="fig" rid="F2">Figures 2B,C</xref>), whereas no significant correlation with the mean number of <italic>D. kuriphilus</italic> chambers/gall was detected (<xref ref-type="fig" rid="F2">Figure 2D</xref>). <italic>Torymus sinensis</italic> bivoltine parasitism showed no correlation with <italic>T. sinensis</italic> univoltine parasitism (&#x03C7;<sup>2</sup> = 1.78, <italic>P</italic> = 0.18), whereas it was negatively correlated with annual mean temperature (<xref ref-type="fig" rid="F2">Figure 2E</xref>), and conversely, positively correlated with annual days with a minimum temperature &#x003C; 0&#x00B0;C and with the mean number of <italic>D. kuriphilus</italic> chambers/gall (<xref ref-type="fig" rid="F2">Figures 2F,G</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Linear/quadratic functions (plural) of <bold>(A)</bold> <italic>T. sinensis</italic> univoltine parasitism, and <bold>(B&#x2013;G)</bold> temperature measurements and mean <italic>D. kuriphilus</italic> chambers/gall on <italic>T. sinensis</italic> bivoltine/univoltine parasitism ratio and <italic>T. sinensis</italic> bivoltine parasitism. &#x03C7;<sup>2</sup> and <italic>P</italic>-values extracted from spatially explicit regression models; explained variance (<italic>R</italic><sup>2</sup>) extracted from models without spatial autocorrelation structure.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-784111-g002.tif"/>
</fig>
<p>Temperature patterns and <italic>D. kuriphilus</italic> chambers/gall did not show significant interactive effects on <italic>T. sinensis</italic> bivoltine/univoltine parasitism ratio (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>), but had a synergistic interactive effect on <italic>T. sinensis</italic> bivoltine parasitism (<xref ref-type="fig" rid="F3">Figure 3C</xref>). The highest bivoltinism rate took place in those locations in which the number of <italic>D. kuriphilus</italic> chambers/gall was higher (&#x2265;5) and where the coolest annual mean temperature occurred (&#x2264;14&#x00B0;C). When annual days with a minimum temperature &#x003C; 0&#x00B0;C was taken as the measure of temperature, such an interactive effect was not observed (<xref ref-type="fig" rid="F3">Figure 3D</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>3D plots showing the joint effect of temperature measurements and <italic>D. kuriphilus</italic> chambers/gall on <bold>(A,B)</bold> <italic>T. sinensis</italic> bivoltine/univoltine parasitism ratio and <bold>(C,D)</bold> <italic>T. sinensis</italic> bivoltine parasitism. &#x03C7;<sup>2</sup> and <italic>P</italic>-values extracted from spatially explicit regression models; explained variance (<italic>R</italic><sup>2</sup>) extracted from models without spatial autocorrelation structure.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-784111-g003.tif"/>
</fig>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>We demonstrate the occurrence of bivoltinism in the widely introduced biological control agent <italic>T. sinensis</italic> in southern Spain. A small but significant proportion of the population (mean: 13%) was able to complete a rapid immature development in less than 3 months and emerge in May&#x2013;June from fresh galls, instead of estivating in larval stage during summer and overwintering as last larval or early pupal stage (<xref ref-type="bibr" rid="B13">Ferracini et al., 2015</xref>; <xref ref-type="bibr" rid="B6">Borowiec et al., 2018</xref>).</p>
<p>Contrary to what we predicted, bivoltinism was favored in locations with larger galls and cooler temperatures (annual mean temperatures around 13.5&#x00B0;C; <xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>). Several gall size-derived indirect effects could explain the positive relationship between large galls and bivoltinism. On the one hand, more <italic>D. kuriphilus</italic> larvae can escape from parasitism in larger galls, i.e., with more chambers (<xref ref-type="bibr" rid="B5">Bonsignore and Bernardo, 2018</xref>; <xref ref-type="bibr" rid="B18">Gil-Tapetado et al., 2021c</xref>), which could determine higher availability of hosts for a potential second generation of <italic>T. sinensis</italic>. Gall size is also positively related with <italic>D. kuriphilus</italic> population densities (<xref ref-type="bibr" rid="B27">Kato and Hijii, 1993</xref>), since a greater number of eggs/bud are laid at higher densities, which leads to the formation of larger galls. On the other hand, larger galls could more strongly buffer the impact of abiotic factors (<xref ref-type="bibr" rid="B41">Price et al., 1987</xref>; <xref ref-type="bibr" rid="B34">Miller, et al., 2009</xref>), delaying the immature development of <italic>D. kuriphilus</italic>, thus becoming potential prey for the offspring of <italic>T. sinensis</italic> individuals emerging from spring galls. Further evidence supporting the effect of temperature on gall size was recently reported by <xref ref-type="bibr" rid="B16">Gil-Tapetado et al. (2021a)</xref>, who highlighted that larger galls are formed in the Mediterranean region than in cooler conditions in the Eurosiberian region. Regarding temperatures, the offspring of those <italic>T. sinensis</italic> emerging from spring galls in May could be able to parasitize the same cohort of <italic>D. kuriphilus</italic>, specifically individuals remaining in L3 stage (<xref ref-type="bibr" rid="B42">Quinto et al., 2021</xref>). However, the duration of the immature development of <italic>D. kuriphilus</italic> could be shortened and the adult phenology advanced in the warmest locations, consequently reducing the likelihood of parasitization by a second generation of <italic>T. sinensis</italic>.</p>
<p>Several aspects raised in this study require further research. First, it should be delved into the high spatial autocorrelation observed for bivoltinism (<xref ref-type="fig" rid="F1">Figure 1</xref>), which could be partially attributed to local microenvironmental conditions. Second, large-scale studies assessing the potential emergence of <italic>T. sinensis</italic> from fresh spring galls throughout its entire distributional range are needed to understand how thermal regimes influence on this phenomenon, including different chestnut species and genotypes. Third, the persistence of bivoltinism and its long-term ecological and evolutionary consequences for the components of this specialized plant&#x2014;gall inducing host&#x2014;parasitoid tritrophic interaction must be thoroughly analyzed. The existence of two generations per year <italic>a priori</italic> could lead to increased population levels (making this strategy potentially beneficial and selectable for the species) and enhanced pest control. Nevertheless, the individuals of <italic>T. sinensis</italic> that emerged from fresh galls were somewhat smaller than those that emerge from dry galls (personal observation). Hence, the potential consequences for the population dynamics of <italic>T. sinensis</italic> may be negative, since a smaller adult size is generally associated to lower fertility and ultimately fitness (temperature-size rule; <xref ref-type="bibr" rid="B25">Hon&#x011B;k, 1993</xref>; <xref ref-type="bibr" rid="B28">Kingsolver and Huey, 2008</xref>; <xref ref-type="bibr" rid="B49">Verberk et al., 2021</xref>). Additionally, intraspecific competition could limit this rapid generation (with presumably shorter ovipositor) to oviposit on unparasitized host larvae in the innermost chambers. Increased temperatures due to climate change could also reduce the occurrence of bivoltinism in this area, although it is cannot be ruled out that the competitiveness of this rapidly developing generation of <italic>T. sinensis</italic> may increase over the years. Lastly, the high phenological plasticity observed in this species reinforce the need to study its potential environmental risks: hybridization with native species and attack on non-target species.</p>
<p>Host gall size and temperature influence the ratio of bivoltinism at the southernmost European distribution of <italic>T. sinensis</italic>. Long-term and large-scale upcoming studies are needed to gain knowledge about the extent, applicability and implications of voltinism changes in this important biological control agent of <italic>D. kuriphilus</italic>.</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">
<title>Author Contributions</title>
<p>MA analyzed the data. MA and JQ led the writing of the manuscript. All authors agreed with the last draft of the manuscript, and planned, designed, and performed the research and collected the data, and executed data interpretation.</p>
</sec>
<sec id="conf1" 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="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>This research was funded by the Junta de Andaluc&#x00ED;a (Regional Government of Andalusia, Spain) and 80% co-financed by European Regional Development Fund (ERDF), within the ERDF Regional Operational Program for Andalusia 2014&#x2013;2020 (grant no. PR.PEI.IDF2019.001).</p>
</sec>
<ack>
<p>We are grateful to the chestnut orchard owners and to all our colleagues at the Laboratorio de Entomolog&#x00ED;a Agr&#x00ED;cola of IFAPA for their continuous collaboration and assistance. We also thank the editor and the reviewers for their valuable insights on the manuscript.</p>
</ack>
<sec id="S9" 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/fevo.2022.784111/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2022.784111/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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