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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
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<issn pub-type="epub">1664-462X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2026.1768503</article-id>
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<subj-group subj-group-type="heading">
<subject>Editorial</subject>
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<title-group>
<article-title>Editorial: Climate adaptations and challenges of non-native tree species in forest ecosystems</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Klisz</surname><given-names>Marcin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Battipaglia</surname><given-names>Giovanna</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>L&#xe9;vesque</surname><given-names>Mathieu</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<name><surname>Rossi</surname><given-names>Sergio</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<aff id="aff1"><label>1</label><institution>Dendrolab IBL, Department of Silviculture and Genetics, Forest Research Institute</institution>,&#xa0;<city>Sekocin Stary</city>,&#xa0;<country country="pl">Poland</country></aff>
<aff id="aff2"><label>2</label><institution>Department Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania Luigi Vanvitelli</institution>,&#xa0;<city>Sekocin Stary</city>,&#xa0;<country country="it">Italy</country></aff>
<aff id="aff3"><label>3</label><institution>Silviculture Group, Institute of Terrestrial Ecosystems, ETH Zurich, Universit&#xe4;tstrasse</institution>, <city>Zurich</city>,&#xa0;<country country="ch">Switzerland</country></aff>
<aff id="aff4"><label>4</label><institution>D&#xe9;partement de Sciences Fondamentales, Universit&#xe9; du Qu&#xe9;bec &#xe0; Chicoutimi</institution>, <city>Chicoutimi</city>, <state>QC</state>,&#xa0;<country country="ca">Canada</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Marcin Klisz, <email xlink:href="mailto:m.klisz@ibles.waw.pl">m.klisz@ibles.waw.pl</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-24">
<day>24</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1768503</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>18</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Klisz, Battipaglia, L&#xe9;vesque and Rossi.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Klisz, Battipaglia, L&#xe9;vesque and Rossi</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-24">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<kwd-group>
<kwd>acclimatisation</kwd>
<kwd>climate change</kwd>
<kwd>growth</kwd>
<kwd>introduced tree species</kwd>
<kwd>woody species</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. SR was supported by the Plan pour une &#xe9;conomie verte, Minist&#xe8;re des Ressources naturelles et des For&#xea;ts du Qu&#xe9;bec, Natural Sciences and Engineering Research Council of Canada (program Alliance). MK was supported by the project &#x201c;Adaptive potential of silver fir and Douglas-fir in the gradient of the climatic conditions of northern Poland&#x201d; (no 90.02.47) financed from the subsidy funds received by the Forest Research Institute from Polish Ministry of Education and Science. ML was supported by the Federal Office for the Environment FOEN of Switzerland (grant numbers: 16.0072.PJ/S174&#x2013;0684 and 19.0051.PJ/7438E15A4). GB has been partially supported by MIUR Project (PRIN2022) PNRR, D.D. 1409 14-09-2022 (Hydrochar application for improving plants performance under stress: a promising pathway to support the transition to a circular economy -HYDRA) CUP: J53D23013850001.</funding-statement>
</funding-group>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Functional Plant Ecology</meta-value>
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<notes notes-type="frontiers-research-topic">
<p>Editorial on the Research Topic <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/research-topics/59929">Climate adaptations and challenges of non-native tree species in forest ecosystems</ext-link>
</p>
</notes>
</front>
<body>
<p>Non-native tree species (NNTs) are an important component of the forest resource worldwide, although their distribution across climatic zones remains heterogeneous (<xref ref-type="bibr" rid="B22">Speziale et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B4">Brus et&#xa0;al., 2019</xref>). As declines in forest condition become increasingly evident at the global scale, the ecosystem functions related to productivity, ecology and society provided by NNTs are increasingly at risk (<xref ref-type="bibr" rid="B6">Castro-Diez et&#xa0;al., 2019</xref>). In turn, some of these species considerably affect ecological conditions, contributing to a general decline in the local biodiversity (<xref ref-type="bibr" rid="B26">Wohlgemuth et&#xa0;al., 2022</xref>). Understanding the adaptation of NNTs to climate change and their impacts on ecosystem services is therefore of growing interest in the context of biological conservation, forest ecology and management (<xref ref-type="bibr" rid="B19">Novoa et&#xa0;al., 2024</xref>). The history of the introduced species and their acclimatisation are particularly important, not only for their potential as alternatives to native species (<xref ref-type="bibr" rid="B24">Thurm et&#xa0;al., 2018</xref>), but also for their possible high invasiveness and the threat they may pose to the biodiversity of native habitats, often in competition with local species (<xref ref-type="bibr" rid="B3">Brundu et&#xa0;al., 2020</xref>).</p>
<p>Despite numerous studies on the acclimatisation of NNTs, their interaction with native tree species or, more generally, their influence on the functioning of host habitats, our knowledge is still far from complete. Research projects and other scientific initiatives focus on selected NNTs, ignoring others that are less common in the place of their introduction (<xref ref-type="bibr" rid="B7">Dimitrova et&#xa0;al., 2022</xref>) or whose importance for forestry is marginal (<xref ref-type="bibr" rid="B21">Schlaepfer et&#xa0;al., 2020</xref>). The uneven distribution of scientific efforts, mainly focus on Europe and North America, results in knowledge about NNTs in other regions being fragmentary or even non-existent (<xref ref-type="bibr" rid="B6">Castro-Diez et&#xa0;al., 2019</xref>). While production potential, invasiveness and ecosystem service provision are extensively addressed in numerous studies, many other Research Topics still require attention from scientists.</p>
<p>The process of acclimatisation of NNTs and their potential benefits and disadvantages in forestry require a close assessment of their growth and reproductive behaviour under the new environmental conditions (<xref ref-type="bibr" rid="B2">Bouteiller et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B14">Klisz et&#xa0;al., 2025</xref>). In particular, there is a need for retrospective approaches to quantify the physiological processes of NNTs, which can be achieved through long-term monitoring on permanent plots (<xref ref-type="bibr" rid="B12">Hoffmann et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B9">Gr&#x119;da et&#xa0;al., 2022</xref>). Common garden experiments are especially valuable, as they enable the disentanglement of inter- and intraspecific variation in phenotypic traits (<xref ref-type="bibr" rid="B1">Alizoti et&#xa0;al., 2022</xref>). These approaches should be complemented by experiments conducted under controlled conditions that simulate the climatic regimes projected for the coming decades (<xref ref-type="bibr" rid="B16">Medina et&#xa0;al., 2024</xref>). Intraspecific variation in adaptive potential, especially in species with a wide ecological range, requires consideration of populations from both the edge and the core of the distribution.</p>
<p>This Research Topic includes studies addressing the acclimatisation and the adaptive potential of non-native woody species to changing climatic conditions, covering a wide range of climate zones, various taxonomic groups, plant developmental phases, and physiological processes. This collection of scientific papers aims to encourage scientists from various disciplines to present innovative, cutting-edge research on the broadly understood climate change adaptation of NNTs. In response to the call for papers, we published nine high-quality submissions from 35 leading researchers representing nine countries across three continents (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). We are pleased to present a collection of high-quality publications on the Research Topic.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Summary of studies included in Research Topic.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Study</th>
<th valign="middle" align="left">Species</th>
<th valign="middle" align="left">Site/country</th>
<th valign="middle" align="left">Main goal</th>
<th valign="middle" align="left">Methods</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left"><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1321950">Ali et&#xa0;al.</ext-link></td>
<td valign="middle" align="left"><italic>P. juliflora</italic><break/><italic>P. cineraria</italic></td>
<td valign="middle" align="left">Muscat (Oman)</td>
<td valign="middle" align="left">Test how soil conditioning with native and invasive species will affect plant performance and production.</td>
<td valign="middle" align="left">Two-phase experiment with soil conditioning phase and feedback phase.</td>
</tr>
<tr>
<td valign="middle" align="left"><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1404347">Camarero et&#xa0;al.</ext-link></td>
<td valign="middle" align="left"><italic>L. decidua</italic></td>
<td valign="middle" align="left">Valga&#xf1;&#xf3;n, Santurde, Ribavellosa, Santa Marina, (Spain)</td>
<td valign="middle" align="left">Test tolerance to climate and drought stress</td>
<td valign="middle" align="left">Dendroclimatic analysis</td>
</tr>
<tr>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B10">Griesbauer et&#xa0;al. (2025)</xref></td>
<td valign="middle" align="left"><italic>P. menziesii</italic><break/><italic>L. occidentalis</italic><break/><italic>P. ponderosa</italic></td>
<td valign="middle" align="left">British Columbia (Canada)</td>
<td valign="middle" align="left">Examine variation in tree productivity across a range of environments located within and outside their current natural geographic range.</td>
<td valign="middle" align="left">Dendroecological analysis</td>
</tr>
<tr>
<td valign="middle" align="left"><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2025.1546250">Moser et&#xa0;al.</ext-link></td>
<td valign="middle" align="left"><italic>P. menziesii</italic><break/><italic>P. abies</italic><break/><italic>A. alba</italic><break/><italic>P. sylvestris</italic><break/><italic>F. sylvatica</italic><break/><italic>Q. robur</italic><break/><italic>Q. petraea</italic><break/><italic>A. pseudoplatanus</italic></td>
<td valign="middle" align="left">Birmensdorf (Switzerland)</td>
<td valign="middle" align="left">Test performance<break/>of <italic>P. menziesii</italic> seedlings growing in competition with native conifer and broadleaf trees.</td>
<td valign="middle" align="left">Common garden experiment</td>
</tr>
<tr>
<td valign="middle" align="left"><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1485440">Spangenberg et&#xa0;al.</ext-link></td>
<td valign="middle" align="left"><italic>P. menziesii</italic></td>
<td valign="middle" align="left">Baden-W&#xfc;rttemberg (Germany)</td>
<td valign="middle" align="left">Test the effect of drought stress on <italic>P. menziesii</italic> growth during 2018 drought.</td>
<td valign="middle" align="left">Stem size growth monitoring.</td>
</tr>
<tr>
<td valign="middle" align="left"><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1401833">Niessner et&#xa0;al.</ext-link></td>
<td valign="middle" align="left"><italic>P. menziesii</italic></td>
<td valign="middle" align="left">Brandenburg (Germany)</td>
<td valign="middle" align="left">Test the effect of soil drying on <italic>P. menziesii</italic> growth during 2022 summer drought.</td>
<td valign="middle" align="left">Stem size growth and sap flow monitoring.</td>
</tr>
<tr>
<td valign="middle" align="left"><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1374498">Kormann et&#xa0;al.</ext-link></td>
<td valign="middle" align="left"><italic>Q. rubra</italic></td>
<td valign="middle" align="left">Dunkelsdorf, Waldsieversdorf, Waldsieversdorf (Germany)</td>
<td valign="middle" align="left">Test provenance-specific climate sensitivity of <italic>Q. rubra.</italic></td>
<td valign="middle" align="left">Dendroecological analysis</td>
</tr>
<tr>
<td valign="middle" align="left"><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1367535">Wang and Dang</ext-link></td>
<td valign="middle" align="left"><italic>A. ginnala</italic><break/><italic>A. negundo</italic></td>
<td valign="middle" align="left">Ontario (Canada)</td>
<td valign="middle" align="left">Test CO<sub>2</sub> effect on photosynthetic efficiency and growth.</td>
<td valign="middle" align="left">Greenhouse experiment with CO<sub>2</sub> and N manipulation.</td>
</tr>
<tr>
<td valign="middle" align="left"><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1402601">Konic et&#xa0;al.</ext-link></td>
<td valign="middle" align="left"><italic>P. menziesii</italic><break/><italic>A. grandis</italic><break/><italic>T. plicata</italic><break/><italic>P. radiata</italic><break/><italic>P. contorta</italic><break/><italic>R. pseudoacacia</italic><break/><italic>Q. rubra</italic><break/><italic>F. nigra</italic></td>
<td valign="middle" align="left">Austria</td>
<td valign="middle" align="left">Assess the role of NNTs<break/>in facilitating forest adaptation to climate change to secure ecosystem services.</td>
<td valign="middle" align="left">Species Distribution Models</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s1">
<label>1</label>
<title>Invasive species and colonised habitat interactions</title>
<p>Introduced tree species with high invasive potential develop complex interactions with the components of the host environment, whether the atmosphere, soil, or biotope. These plants can strongly modify soil conditions, while global warming, atmospheric nitrogen deposition, and elevated CO<sub>2</sub> concentration can modify their photosynthetic efficiency or increase nitrogen concentration in plant tissue. As part of this compilation, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1321950">Ali et&#xa0;al.</ext-link> found that <italic>Prosopis juliflora</italic> (Sw.) DC., an invasive species in the Middle East, significantly alters soil properties significantly, mainly affecting soil organic carbon and soil total nitrogen. This leads to positive plant-soil feedback (PSF) in this species, whereas negative PSF was observed in the native <italic>Prosopis cineraria</italic> (L.) Druce. This undesired interaction between an alien and invasive species and soil conditions raises concerns about whether the restoration of native <italic>P. cineraria</italic> is at risk. The strategy of adaptation to climate change, expressed in high efficiency of resource acquisition, photosynthesis rate, and consequently faster investment returns, may indicate high plasticity of invasive species. The increase in atmospheric CO<sub>2</sub> concentration, predicted in many climate change scenarios, is likely to promote higher photosynthetic efficiency, stomatal conductance, and, as a result, increased biomass production in two invasive maple species in Europe, <italic>Acer ginnala</italic> (Maxim.) Wesm. and <italic>Acer negundo</italic> L. On the other hand, increased nitrate deposition observed in many regions, unlike ammonium fertilisation, may significantly limit photosynthetic efficiency and thus reduce the invasive potential of these two introduced maple species <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1367535">Wang and Dang</ext-link>.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Outside geographical range, yet within fundamental niches</title>
<p>Assisted colonisation of tree species outside their natural range often aims to introduce species into areas that lie within their fundamental niches but are impossible to colonise due to geographical or anthropogenic barriers (e.g., deforested areas) (<xref ref-type="bibr" rid="B8">Gardner and Bullock, 2025</xref>). In such situations, it is assumed that the adaptive plasticity of species will enable them to acclimatise to new conditions. Performance under new conditions depends on the adaptive strategies adopted by NNTs. In this Research Topic, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1404347">Camarero et&#xa0;al.</ext-link> found that it result in a survival-at-any-cost approach under stressful conditions, but may also lead to competing strategy with local species when resources are unlimited. With adverse growth conditions arising from severe drought episodes, <italic>Larix decidua</italic> Mill. prioritises hydraulic safety over hydraulic efficiency. This strategy, however, leads to reduced growth and, consequently, reduced competitiveness with native species. Although this strategy may facilitate tree establishment and persistence under current climatic conditions, it does not ensure long-term success as environmental conditions become increasingly unfavourable and potentially exceed species-specific ecological tolerance limits. However, assisted range expansion may lead to increased productivity and even effective competition with local species. (<xref ref-type="bibr" rid="B10">Griesbauer et&#xa0;al., 2025</xref>) suggested in this Research Topic that certain species may still have unrealised niche space, which should be addressed when projecting their potential ranges under a changing climate.</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Coping with adverse conditions &#x2013; insights from different ontogenetic stages</title>
<p>The increasing sensitivity to climate change observed in Central European conifers has triggered interest in NNTs as potential alternatives. <italic>Pseudotsuga menziesii</italic> (Mirbel) Franco, the most common NNT in Central Europe due to its drought tolerance, is now in focus. Resistance to adverse growing conditions applies to all stages of ontogenetic development; therefore, early-life history traits under differing resource availability conditions provide key information about the potential of seedlings to cope with unfavourable conditions and compete with native species. In this Research Topic, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2025.1546250">Moser et&#xa0;al.</ext-link> pointed out that under reduced water availability and limited nutrients, seedlings of <italic>P. menziesii</italic> are able to establish effectively and grow vigorously due to their high phenotypic plasticity, thus successfully competing with native conifers <italic>P. abies</italic>, <italic>P. sylvestris</italic>, and <italic>A. alba</italic> Mill. In its mature phase, the deep and dense root system of <italic>P. menziesii</italic> plays a key role in its ability to endure drought. However, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1485440">Spangenberg et&#xa0;al.</ext-link> note in the same compilation that these species-specific abilities determined by the root system may be limited by soil texture. Therefore, <italic>P. menziesii</italic> may be vulnerable to soil water deficit under prolonged drought and deeper soil desiccation. On the other hand, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1401833">Niessner et&#xa0;al.</ext-link> point out that <italic>P. menziesii</italic>&#x2019;s specific ability to cope with drought gives it an advantage over <italic>P. abies</italic>. Under soil drought, this species is forced to reduce effective water transport in the trunk and xylem production to avoid cavitation and xylem dysfunction at critical xylem water potential. This tendency follows the soil moisture gradient, indicating that <italic>P. menziesii</italic> has already acclimatised to local conditions in Europe, as evidenced for other coniferous NNTs (<xref ref-type="bibr" rid="B15">Klisz et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Intraspecific variation &#x2013; acclimatised versus native populations</title>
<p>Assisted acclimatisation of North American tree species utilised diverse seed sources, reflecting the natural genetic variability of native populations and thus increasing the chances of successful acclimatisation to new conditions (<xref ref-type="bibr" rid="B17">Neophytou et&#xa0;al., 2020</xref>). A reliable assessment of provenance-specific variation in the adaptation of NNTs requires unified growing conditions in which populations are tested, i.e., common-garden experiments. Such experiments are remarkably rare for species introduced in Europe, and therefore constitute an exceptionally valuable source of knowledge not only about intraspecific diversity but also about their adaptive potential to climate change (<xref ref-type="bibr" rid="B1">Alizoti et&#xa0;al., 2022</xref>). Due to the long history of introducing tree species to Europe (<xref ref-type="bibr" rid="B5">Bucharova and Van Kleunen, 2009</xref>), European populations of NNTs have evolved under new climatic and ecological conditions over centuries, adapting to new growing conditions. Common gardens with NNTs were established to assess intraspecific variation in growth performance under local climatic conditions, yet among factors impeding tree species performance and growth are climate change-driven anomalies (e.g., severe droughts, late frosts), which are becoming more frequent (<xref ref-type="bibr" rid="B25">Vitasse et&#xa0;al., 2019</xref>). Therefore, assessing provenance-specific growth performance in the context of their drought and frost hardiness provides key insights into their adaptive potential. Writing for this Research Topic <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1374498">Kormann et&#xa0;al.</ext-link> compared native and introduced populations of <italic>Quercus rubra</italic> L. and found that populations acclimatised to central European conditions were better adapted to extreme droughts and late frosts (namely, they have greater growth and resistance to droughts and frosts) than native populations from North America.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>NNTs - solution to the decline in ecosystem service provision?</title>
<p>Ongoing climate change is disrupting the provision of ecosystem services by native tree species; therefore, the role of NNTs as alternative tree species is becoming particularly important. However, it is not yet certain whether promoting NNTs in forests will reverse the decline in the provision of ecosystem services. In this Research Topic <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2024.1402601">Konic et&#xa0;al.</ext-link> highlighted that mixed stands, with native and introduced species, can improve productivity and tree species richness under Central European conditions; however, they are not an adequate solution for maintaining a sufficient level of protection against gravitation hazards in mountainous areas. Therefore, planning the use of NNTs should be tailored to the region-specific ecosystem service needs they are intended to support.</p>
</sec>
<sec id="s6">
<label>6</label>
<title>Future prospects and research needs</title>
<p>Climate change will likely shift the climatic niches of NNTs, thereby causing a contraction of their climatic optima or an expansion beyond their secondary ranges, with unknown consequences (<xref ref-type="bibr" rid="B18">Nicolescu et&#xa0;al., 2026</xref>). Therefore, it is essential to determine the direction and rate of these changes under projected climate change scenarios (<xref ref-type="bibr" rid="B20">Pucha&#x142;ka et&#xa0;al., 2023</xref>). However, research on the ecological niche dynamics of NNTs requires complete and up-to-date data on their present distribution. The most effective approach to obtaining up-to-date distribution data appears to be combining multiple distribution data sources, such as biodiversity, forest inventory and citizen science databases (<xref ref-type="bibr" rid="B11">Heberling and Isaac, 2018</xref>; <xref ref-type="bibr" rid="B13">Jaric et&#xa0;al., 2020</xref>). As data on NNTs distribution become more complete, the stability of models and the reliability of forecasts will improve. Including additional ecological niche parameters, such as soil properties and stand parameters, alongside high-resolution climate data would enhance the robustness of the models (<xref ref-type="bibr" rid="B23">Thuiller et&#xa0;al., 2019</xref>). Furthermore, most current species distribution models (SDMs) for NNTs ignore the ontogenetic development of trees, so addressing both adults (reproducing trees) and juveniles (natural regeneration) would allow verification of the overlap between reproduction and regeneration niches, hence increasing the robustness of SDMs.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>MK: Conceptualization, Project administration, Supervision, Validation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. GB: Conceptualization, Project administration, Supervision, Validation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. ML: Conceptualization, Project administration, Supervision, Validation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. SR: Conceptualization, Project administration, Supervision, Validation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p></sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s11" 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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