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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.2023.1243260</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Integrating models into practice: the role of modelling in biocontrol and integrated pest management</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Deere</surname>
<given-names>Jacques A.</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="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1449386"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Janssen</surname>
<given-names>Arne</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/632692"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Furlong</surname>
<given-names>Michael J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/274939"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bonsall</surname>
<given-names>Michael B.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/586102"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Evolutionary and Population Biology, Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam</institution>, <addr-line>Amsterdam</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Biology, University of Oxford</institution>, <addr-line>Oxford</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Entomology, Federal University of Vi&#xe7;osa</institution>, <addr-line>Vi&#xe7;osa</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>School of Biological Sciences, The University of Queensland</institution>, <addr-line>St Lucia, QLD</addr-line>, <country>Australia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited and Reviewed by: Dennis Murray, Trent University, Canada</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jacques A. Deere, <email xlink:href="mailto:j.a.deere@uva.nl">j.a.deere@uva.nl</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1243260</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Deere, Janssen, Furlong and Bonsall</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Deere, Janssen, Furlong and Bonsall</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>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/25574" ext-link-type="uri">Editorial on the Research Topic <article-title>Integrating models into practice: the role of modelling in biocontrol and integrated pest management</article-title>
</related-article>
<kwd-group>
<kwd>stakeholders</kwd>
<kwd>end users</kwd>
<kwd>climate change</kwd>
<kwd>bioeconomic</kwd>
<kwd>natural laboratories</kwd>
<kwd>allometric scaling</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="35"/>
<page-count count="4"/>
<word-count count="1291"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Population, Community, and Ecosystem Dynamics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Motivation</title>
<p>Theoretical models have historically benefitted several applied fields, for example the use of matrix models in conservation management (<xref ref-type="bibr" rid="B7">Benton and Grant, 1999</xref>; <xref ref-type="bibr" rid="B11">Ezard et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B15">Hunter et&#xa0;al., 2010</xref>), the use of individual based models in fisheries (<xref ref-type="bibr" rid="B5">Baskett et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B6">Bastardie et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B32">van Kooten et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B16">Irigoien and de Roos, 2011</xref>; <xref ref-type="bibr" rid="B28">Persson et&#xa0;al., 2014</xref>), and the use of disease models in management of contagious diseases such as COVID, SARS and HIPV (<xref ref-type="bibr" rid="B35">Yusuf and Benyah, 2012</xref>; <xref ref-type="bibr" rid="B29">Rodrigues, 2016</xref>; <xref ref-type="bibr" rid="B25">Mokhtari et&#xa0;al., 2021</xref>). As such, applications of theoretical models in biocontrol can aid in implementing new control measures and highlight its economic value in Integrated Pest Management (IPM) systems. For example, they can contribute to cost-benefit analyses, highlight long-term efficacy of potential measures and predict areas of climactic compatibility for potential biocontrol agents (<xref ref-type="bibr" rid="B12">Furlong and Zalucki, 2017</xref>; <xref ref-type="bibr" rid="B21">Li et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B17">Janssen and van Rijn, 2021</xref>; <xref ref-type="bibr" rid="B23">Minuti et&#xa0;al., 2022</xref>). The formulation of models to describe the dynamics of pests and natural enemies in a biocontrol and IPM setting have a long history (<xref ref-type="bibr" rid="B8">Bernstein, 1985</xref>; <xref ref-type="bibr" rid="B27">Nachman, 1987</xref>; <xref ref-type="bibr" rid="B2">Bancroft and Margolies, 1999</xref>; <xref ref-type="bibr" rid="B3">Barlow et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B34">van Rijn et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B17">Janssen and van Rijn, 2021</xref>; <xref ref-type="bibr" rid="B19">Kotula et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B9">Cacho and Hester, 2022</xref>). However, IPM models have largely been predator-prey population models (<italic>e.g.</italic>, <xref ref-type="bibr" rid="B34">van Rijn et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B17">Janssen and van Rijn, 2021</xref>) and so the full potential and benefit of existing models has rarely been realised (but see <xref ref-type="bibr" rid="B21">Li et&#xa0;al., 2019)</xref>. Moreover, once created, models are often not utilized by researchers in determining effective biocontrol or IPM in a field setting (<xref ref-type="bibr" rid="B4">Barratt et&#xa0;al., 2018</xref>) and this gap between theoreticians and researchers has remained largely unchanged. Another challenge to bridging this gap is making mathematical arguments more verbal and explaining counterintuitive results. Attempts have been made to construct simplified models that would avoid some of the concerns raised, with some studies showing simplified models to be successful (<xref ref-type="bibr" rid="B24">Moerkens et&#xa0;al., 2021</xref>).</p>
<p>Given this, we identify two challenges. First, improve the collaboration and engagement between theoretical ecologists and applied researchers and stakeholders that actively promote IPM adoption. Second, when these groups are engaged, there is a need to demonstrate the potential contribution of theory to effective application and adoption within the context of an IPM program. As such, this Research Topic contains a set of theoretical and perspective contributions that aim to highlight the use of novel modelling approaches that can contribute to addressing these challenges.</p>
</sec>
<sec id="s2">
<title>Novel modelling approaches</title>
<p>Being poikilotherms, the behaviour and life-histories of arthropod pests and their natural enemies and their interactions are strongly affected by temperature. Climate change may therefore result in changes in predation of pests and predation among natural enemies (intraguild predation). In their contribution, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2022.998396">Laubmeier et&#xa0;al.</ext-link> study this, using a model with allometric scaling and temperature dependence based on body size. They based their model on the aphid <italic>Rhopalosiphum padi</italic> and their predators, consisting of several species of spiders and ground beetles in barley fields in Sweden. Their model includes growth and decline of aphids, but of their much slower population growth rate, the authors only model decreases in predator densities due to lack of food or intraguild predation. The model predicts optimal predator communities for aphid control, which consists primarily of Lycosid spiders but often include ground beetles. This is not only because this combination of predators attack aphids over a larger temperature range, but also because intraguild predation is reduced since the predators are active at different temperature ranges. The authors recommend that farmers should preserve resident spider populations and promote larger species of ground beetles, which are active at lower temperatures. This could be done by releasing them through reduced tilling or the installation of beetle banks.</p>
<p>Adoption of conservation biological control strategies in agriculture has been compromised by the failure of researchers to consider the economic implications of this technology (<xref ref-type="bibr" rid="B18">Johnson et&#xa0;al., 2021</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2022.970624">Parry</ext-link> reports the development of a spatially explicit bioeconomic simulation model to demonstrate that conservation of appropriate non-crop vegetation can have better long-term outcomes for reducing yield loss than pesticide-based regimes in intensively cropped landscapes. Currently, most decisions that determine pest management practice are based on cost and ease of adoption, risk aversion and evidence of short-term economic or yield gains (<italic>e.g.</italic>, <xref ref-type="bibr" rid="B20">Lagerkvist et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B13">Gong et&#xa0;al., 2016</xref>). Although the longer-term detrimental environmental and economic impacts of excessive pesticide use are often considered, farmers face numerous barriers to the behavioural changes required to reduce reliance on these chemicals (<xref ref-type="bibr" rid="B1">Andersson and Isgren, 2021</xref>) and legislation can be required to break these down. Consequently, studies such as this are key to achieving wider adoption of conservation biological control in agriculture as they can incentivise abandonment of counterproductive practices such as reliance on pesticides and the destruction of non-crop habitat in agricultural landscapes.</p>
<p>The perspective piece by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2022.912628">Wyckhuys et&#xa0;al.</ext-link> highlights how the use of key natural laboratories (<italic>i.e.</italic>, islands and altitudinal ranges of mountains) have yet to be adopted in the field of biological control research (but see <xref ref-type="bibr" rid="B14">Guzm&#xe1;n et&#xa0;al., 2016</xref>). The authors utilise existing published datasets to determine how biological control outcomes are impacted by island size and altitudinal range. Several components such as species&#x2019; functional traits and anthropogenic forces, in addition to island size explain biological control outcomes. So too with altitudinal range, successful biological control is species- and context- dependent with changing altitude. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2022.912628">Wyckhuys et&#xa0;al.</ext-link> emphasise that field-level data from these under-utilised natural laboratories are required to parametrise mechanistically based simulation models to highlight the impact of biocontrol under global climate change.</p>
</sec>
<sec id="s3">
<title>Future considerations</title>
<p>Successful biocontrol requires close collaboration and information sharing with stakeholders (<xref ref-type="bibr" rid="B4">Barratt et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B33">van Lenteren et&#xa0;al., 2018</xref>). Regardless of the modelling approach, implemented iterative improvements to biological control and integrated pest management (IPM) programs can only be made if follow-up assessments are conducted to identify impacts and model effectiveness (<xref ref-type="bibr" rid="B30">Seastedt, 2015</xref>). Importantly, assessments must include quantitative indications of the effectiveness of biocontrol or IPM measures which have been sorely lacking in the field (<xref ref-type="bibr" rid="B10">Clewley et&#xa0;al., 2012</xref>). This would not only provide a useful indicator for the end user but also allow researchers to build long term, useable data sets that can be used to improve their models. In turn, additional discussions can be had with stakeholders regarding improved/adjusted models, potentially benefiting the stakeholder in the long term. As for the economic implications of biocontrol, the application of models and ultimately the costs involved will differ when considering greenhouse or open field systems, as the challenges and obstacles faced by growers differ between these systems (<xref ref-type="bibr" rid="B31">Tracy, 2014</xref>). Currently there are fewer models for open field systems than for greenhouses, hindering efficient assessment of economic implications of biocontrol in open field systems. The question then arises, how can future economy-based models be utilised to identify the difference, and scale, in economic implications between the two systems? Finally, pest control is the strategic application of interventions to modify the population dynamics of the target pest, and agricultural systems are ideally suited to test basic population-dynamical theory. The rich tradition of mathematical models inspired by pests and natural enemies (<italic>e.g.</italic>, <xref ref-type="bibr" rid="B26">Murdoch et&#xa0;al., 1985</xref>; <xref ref-type="bibr" rid="B22">May and Hassell, 1988</xref>) shows that biocontrol has found its way into theoretical population biology decades ago. It is high time that the reverse path is shaped into a highway, to do so requires the adoption and effective application of theoretical insights by end users and stakeholders who drive the use of biocontrol measures.</p>
</sec>
<sec id="s4" sec-type="author-contributions">
<title>Author contributions</title>
<p>JD and AJ wrote the first draft of the article. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="funding-information">
<title>Funding</title>
<p>Dutch Research Council (NWO), Applied and Engineering Sciences (TTW) grants (Nr. 16454 and Nr. 16706) awarded to AJ supported JD.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We are grateful to the authors who submitted to the Research Topic and to the reviewers and editors for their valuable input and time.</p>
</ack>
<sec id="s6" 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="s7" 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>
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