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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1359783</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The reduced growth due to elevated CO<sub>2</sub> concentration hinders the sexual reproduction of mature Northern pipevine <italic>(Aristolochia contorta</italic> Bunge<italic>)</italic>
</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Park</surname>
<given-names>Si-Hyun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref> <uri xlink:href="https://loop.frontiersin.org/people/2319440"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kim</surname>
<given-names>Jae Geun</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/1531063"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biology Education, Seoul National University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Center for Education Research, Seoul National University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Huanjiong Wang, Institute of Geographic Sciences and Natural Resources Research (CAS), China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Yachen Liu, Xi&#x2019;an University, China</p>
<p>Xiangjin Shen, Chinese Academy of Sciences (CAS), China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jae Geun Kim, <email xlink:href="mailto:jaegkim@snu.ac.kr">jaegkim@snu.ac.kr</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;ORCID: Si-Hyun Park, <uri xlink:href="https://orcid.org/0000-0002-4342-8408">orcid.org/0000-0002-4342-8408</uri>; Jae Geun Kim, <uri xlink:href="https://orcid.org/0000-0002-9181-8830">orcid.org/0000-0002-9181-8830</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1359783</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Park and Kim</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Park and Kim</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>The phenology has gained considerably more attention in recent times of climate change. The transition from vegetative to reproductive phases is a critical process in the life history of plants, closely tied to phenology. In an era of climate change, understanding how environmental factors affect this transition is of paramount importance. This study consisted of field surveys and a greenhouse experiment on the reproductive biology of Northern pipevine (<italic>Aristolochia contorta</italic> Bunge). During field surveys, we investigated the environmental factors and growth characteristics of mature <italic>A. contorta</italic>, with a focus on both its vegetative and reproductive phases. In its successful flowering during the reproductive phase, <italic>A. contorta</italic> grew under the conditions of 40% relative light intensity and 24% soil moisture content, and had a vertical rhizome. In the greenhouse experiments, we examined the impact of increased CO<sub>2</sub> concentration on the growth and development of 10-year-old <italic>A. contorta</italic>, considering the effect of rhizome direction. Planted with a vertical rhizome direction, <italic>A. contorta</italic> exhibited sufficient growth for flowering under ambient CO<sub>2</sub> concentrations. In contrast, when planted with a horizontal rhizome direction, it was noted to significantly impede successful growth and flowering under elevated CO<sub>2</sub> concentrations. This hindered the process of flowering, highlighting the pivotal role of substantial vegetative growth in achieving successful flowering. Furthermore, we observed a higher number of underground buds and shoots under the conditions of elevated CO<sub>2</sub> concentration and a horizontal rhizome direction instead of flowering. Elevated CO<sub>2</sub> concentrations also exhibited diverse effects on mature <italic>A. contorta</italic>&#x2019;s flower traits, resulting in smaller flower size, shorter longevity, and reduced stigma receptivity, and pollen viability. The study shed light on elevated CO<sub>2</sub> concentrations can hinder growth, potentially obstructing sexual reproduction and diminishing genetic diversity.</p>
</abstract>
<kwd-group>
<kwd>climate change</kwd>
<kwd>CO<sub>2</sub> concentration</kwd>
<kwd>growth inhibition</kwd>
<kwd>phenology</kwd>
<kwd>reproduction</kwd>
<kwd>rhizome direction</kwd>
</kwd-group>
<contract-num rid="cn001">NRF-2021R1I1A2041895</contract-num>
<contract-sponsor id="cn001">Ministry of Education<named-content content-type="fundref-id">10.13039/501100002701</named-content>
</contract-sponsor>
<counts>
<fig-count count="12"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="100"/>
<page-count count="20"/>
<word-count count="9163"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Functional Plant Ecology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Climate change is a critical global issue with far-reaching consequences for the natural environment (<xref ref-type="bibr" rid="B41">Kumar et&#xa0;al., 2020</xref>). Climate change poses numerous challenges to plant species, influencing their biology, including their growth and reproductive strategies (<xref ref-type="bibr" rid="B64">Piao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B56">Pareek et&#xa0;al., 2020</xref>). Phenology has garnered significant interest in recent years (<xref ref-type="bibr" rid="B64">Piao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B80">Shen et&#xa0;al., 2022</xref>). Phenological shifts, which involve the timing of key events in plant life cycles such as flowering, fruiting, leafing out, and senescence, represent some of the most visible ecological effects of global climate change (<xref ref-type="bibr" rid="B8">CaraDonna et&#xa0;al., 2014</xref>). Among these phenological events, flowering naturally serves as a significant indicator of the transitions between vegetative and reproductive phases and is important in maintaining ecological balance (<xref ref-type="bibr" rid="B77">Schwartz, 2003</xref>). Climate change crucially modifies flowering time, which is a vital adaptation for ensuring successful reproduction in response to shifting environmental conditions (<xref ref-type="bibr" rid="B17">Cort&#xe9;s-Flores et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B38">K&#xf6;nig et&#xa0;al., 2017</xref>). There are various types of evidence indicating that phenological traits can be changed rapidly when there is strong natural selection which is influenced by environmental factors (<xref ref-type="bibr" rid="B77">Schwartz, 2003</xref>; <xref ref-type="bibr" rid="B20">Elzinga et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B15">Chuine, 2010</xref>). For example, elevated CO<sub>2</sub> concentrations may offer certain benefits as they enhance photosynthesis, increase the number of flowers and fruits, and promote blooming (<xref ref-type="bibr" rid="B9">Chaudhry and Sidhu, 2022</xref>). However, other plants&#x2019; changes in CO<sub>2</sub> concentration can disrupt the delicate balance of plant reproductive timing, potentially affecting reduced seed production (<xref ref-type="bibr" rid="B6">Boyle and Bronstein, 2012</xref>; <xref ref-type="bibr" rid="B54">Nam et&#xa0;al., 2020</xref>).</p>
<p>In response to the challenges posed by climate change, certain plant species have displayed adaptations in their flowering times, with certain species flowering earlier or later than usual to align with the changing climate (<xref ref-type="bibr" rid="B30">Inouye, 2020</xref>; <xref ref-type="bibr" rid="B70">Rafferty et&#xa0;al., 2020</xref>). These shifts in flowering patterns enable them to optimize their reproductive success in response to altered seasonal cues and environmental conditions (<xref ref-type="bibr" rid="B70">Rafferty et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B74">Rosbakh et&#xa0;al., 2021</xref>). Furthermore, some species exhibit modified flowering patterns, adjusting the timing of flowering to coincide with periods of increased pollinator availability (<xref ref-type="bibr" rid="B30">Inouye, 2020</xref>; <xref ref-type="bibr" rid="B47">Martins et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B22">Faust and Iler, 2022</xref>). Many other plants have evolved specialized underground structures that exhibit a remarkable ability to adjust their asexual reproductive structure in response to specific characteristics of the environment (<xref ref-type="bibr" rid="B35">Karlova et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B28">Huang et&#xa0;al., 2022</xref>). This adaptation is particularly advantageous when the ability to sprout and establish new growth from the rhizomes becomes a crucial strategy for plant resilience (<xref ref-type="bibr" rid="B100">Ziska et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B48">McPeek and Wang, 2007</xref>). Understanding how plants respond and adapt to environmental factors is vital for predicting their long-term survival, maintaining ecosystem stability, and contributing to overall biodiversity (<xref ref-type="bibr" rid="B16">Cleland et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B84">Sun and Frelich, 2011</xref>; <xref ref-type="bibr" rid="B19">Davies et&#xa0;al., 2013</xref>). Moreover, identifying the specific factors that drive the reproduction and investigating how selection by these factors impacts the most advantageous are crucial aspects of studying the evolution of an organism&#x2019;s life history (<xref ref-type="bibr" rid="B71">Raza et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B62">Pesendorfer et&#xa0;al., 2021</xref>).</p>
<p>Northern pipevine <italic>(Aristolochia contorta</italic> Bunge<italic>)</italic> has garnered attention for research on climate change impacts. This perennial herbaceous vine plant is found in fragmented natural populations along forest edges and riverbanks in East Asia (<xref ref-type="bibr" rid="B54">Nam et&#xa0;al., 2020</xref>). It employs both sexual and asexual reproductive mechanisms (<xref ref-type="bibr" rid="B42">Lee, 2012</xref>). During sexual reproduction, this plant typically produces flowers after three or more years of growth (<xref ref-type="bibr" rid="B59">Park et&#xa0;al., 2019</xref>). The unique features of its flowers include a straight tubular perianth, enclosing fused styles, stigma, and anthers within a chamber known as the utricle, which forms a gynostemium (<xref ref-type="bibr" rid="B57">Park and Kim, 2023</xref>). During asexual reproduction, the plant stores reserves in the root or rhizome and undergoes seasonal changes, shedding its aboveground parts in winter and regrowing new stems from underground buds annually (<xref ref-type="bibr" rid="B42">Lee, 2012</xref>). Additionally, the vulnerable butterfly, <italic>Sericinus montela</italic>, whose larvae feed solely on <italic>A. contorta</italic>, underscores the importance of conservation studies (<xref ref-type="bibr" rid="B58">Park et&#xa0;al., 2023</xref>).</p>
<p>Previous studies of <italic>A. contorta</italic> have mainly focused on its functional aspects, such as plant&#x2019;s secondary metabolites and its optimal habitat conditions (<xref ref-type="bibr" rid="B25">Hashimoto et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B12">Cheung et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B26">Heinrich et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B52">Nakonechnaya et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B59">Park et&#xa0;al., 2019</xref>). Studies have shown that the genetic variation indices of <italic>A. contorta</italic> are low, similar to those of other rare plants (<xref ref-type="bibr" rid="B53">Nakonechnaya et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B54">Nam et&#xa0;al., 2020</xref>). Elevated CO<sub>2</sub> concentrations inhibit the growth of 1- or 2-year-old <italic>A. contorta</italic>, decrease photosynthesis, and increase plant resistance, negatively impacting specialist herbivores (<xref ref-type="bibr" rid="B61">Park et&#xa0;al., 2021</xref>). The effect of climate change on the interaction between <italic>A. contorta</italic> and its specialist and generalist herbivores vary depending on the ontogenetic stage of the plant (<xref ref-type="bibr" rid="B60">Park et&#xa0;al., 2022</xref>). However, previous studies have focused only on <italic>A. contorta</italic> growth during the vegetative phase, and no research has been conducted on its reproductive phase. Furthermore, there is a lack of research on the reproductive biology of this plant under climate change.</p>
<p>To address this gap, we investigated the growth and reproductive characteristics of mature <italic>A. contorta</italic> under different CO<sub>2</sub> concentrations while also examining trade-off patterns in its reproductive strategies. The field survey provided valuable insights into the conditions for flowering through a comparison of the vegetative and reproductive phases, and the greenhouse experiment was guided by the findings from the field survey to identify the factors hindering or triggering flowering. We hypothesized that (1) the elevated CO<sub>2</sub> concentration will impede the growth of mature <italic>A. contorta</italic>, which in turn will hinder flowering and lead to a transition from sexual reproduction to asexual reproduction, and (2) the impact of elevated CO<sub>2</sub> concentration will be more pronounced when the rhizome direction of mature <italic>A. contorta</italic> is horizontal. This research underscores the novel contributions of our study within the broader context of the impacts of climate change on plant species, with a particular focus on <italic>A. contorta</italic>. Delving into the relatively unexplored domain of its reproductive biology under varying CO<sub>2</sub> conditions, our investigation provides critical insights into the adaptive responses of mature <italic>A. contorta</italic> to climate change and its reproductive behavior. Such knowledge is pivotal in guiding conservation efforts, aiding in mitigating the impact of climate change on <italic>A. contorta</italic> populations, preserving their genetic diversity, and ensuring their long-term survival.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Vegetative and reproductive phases comparison</title>
<sec id="s2_1_1">
<label>2.1.1</label>
<title>Environmental factor analysis</title>
<p>The research was conducted in Anyang, Gyeonggi Province, South Korea (37&#xb0;24&#x2019;2.58&#x201d; N, 126&#xb0;58&#x2019;18.3&#x201d; E) during the flowering period from May to August in, 2023, documented a mean temperature of 24.82 &#xb1; 0.29&#xb0;C and a mean precipitation of 16.07 &#xb1; 3.23&#xa0;mm. For the region, the 30-year annual mean temperature from, 1993 to, 2022 was 12.60 &#xb1; 0.10&#xb0;C, and the annual mean precipitation was, 1337.01 &#xb1; 52.86&#xa0;mm (<xref ref-type="bibr" rid="B39">Korea Meteorological Administration, 2023</xref>). The site was situated in a riparian area within the native distribution range of <italic>A. contorta</italic>. Relative light intensity (RLI) was measured by comparing the light intensity (&#xb5;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>) recorded at the top of <italic>A. contorta</italic> with that measured at the same height in an open space at the same time (<xref ref-type="bibr" rid="B43">Lee and Cho, 2000</xref>). We measured soil properties, including water content, pH, EC, PO<sub>4</sub>&#x2013;P, NH<sub>4</sub>&#x2013;N, NO<sub>3</sub>&#x2013;N, Ca<sup>2+</sup>, K<sup>+</sup>, Na<sup>+</sup>, and Mg<sup>2+</sup>. Analyses of soil properties were performed by obtaining soil samples from a depth of 15 - 25&#xa0;cm near the rhizomes of each individual <italic>A. contorta</italic>. To preserve moisture, the samples were sealed in plastic bags and transported to the laboratory. The soil samples were then sieved through a 2&#xa0;mm mesh, and a mixture of deionized water was added at a ratio of soil 1: water 5. The resulting solution was filtered using Whatman filter paper No. 42 (Sigma-Aldrich, St. Louis, MO, USA) and used for analyses of soil environmental characteristics. The pH level was determined using a pH meter (model AP 63; Fisher Scientific, Pittsburgh, PA, USA), and the electrical conductivity (EC) was measured using a conductivity meter (Corning Checkmate model 311; Corning Incorporated, Tewksbury, MA, USA). For soil nutrients, we determined the contents of PO<sub>4</sub>&#x2013;P, NH<sub>4</sub>&#x2013;N and NO<sub>3</sub>&#x2013;N using the methods of hydrazine (<xref ref-type="bibr" rid="B34">Kamphake et&#xa0;al., 1967</xref>), indo-phenol (<xref ref-type="bibr" rid="B51">Murphy and Riley, 1962</xref>), and ascorbic acid reduction (<xref ref-type="bibr" rid="B83">Solorzano, 1969</xref>), respectively. Exchangeable cations (Ca<sup>2+</sup>, K<sup>+</sup>, Na<sup>+</sup> and Mg<sup>2+</sup>) were measured using an atomic absorption spectrometer (model AA240FS; Varian Medical Systems, Palo Alto, CA, USA) after extraction with 1 M ammonium acetate solution. Additionally, soil water content was determined by drying the fresh soil samples at 105&#xb0;C for more than 48 hours (<xref ref-type="bibr" rid="B36">Kim et&#xa0;al., 2004</xref>), while soil organic matter contents were analyzed using loss on ignition at 450&#xb0;C (<xref ref-type="bibr" rid="B32">John, 2004</xref>).</p>
</sec>
<sec id="s2_1_2">
<label>2.1.2</label>
<title>Growth trait analysis</title>
<p>During the transition from vegetative phase to reproductive phase (when the flower buds began to appear), 20 individuals (older than 4 years; approximately 2&#xa0;m stem length, the length of the onset of flowering according to observations in field survey) were taken into account for both the flowering group, consisting of 10&#xa0;individuals spaced more than 10 meters apart, and the non-flowering group of 10 individuals. The measured growth factors were stem thickness at ground level, internode length, number of branches, number of leaves, single leaf area, total leaf area, rhizome thickness, rhizome length, direction of rhizome growth, chlorophyll content, fresh and dry weights (stems, leaves, rhizomes with roots, and flowers), and C/N ratios of each part (stem, leaves, and rhizome). Stem and rhizome thickness were measured with a vernier calipers (Mitutoyo, Kanagawa, Japan; resolution, 0.01&#xa0;mm). The first internode length above the ground and number of leaves were recorded for each individual. To calculate the total leaf area, we first determined the leaf area for each individual by measuring the average area of ten leaves using ImageJ (<xref ref-type="bibr" rid="B76">Schneider et&#xa0;al., 2012</xref>). Subsequently, the average leaf area was applied to the total number of leaves. For assessing rhizome direction, we excavated the soil to a depth of approximately 20&#xa0;cm. We utilized an angle gauge to measure the angle between the rhizomes and the horizontal plane, providing a clear indication of their orientation. In order to gauge the chlorophyll content of leaves, we employed a chlorophyll meter (SPAD-502, Konica Minolta, Tokyo; <xref ref-type="bibr" rid="B72">Rodriguez and Miller, 2000</xref>). Moreover, the dry weights of stems, leaves, and rhizomes with roots were measured, and belowground/aboveground ratio was calculated by dividing the dry weight of the rhizome with roots by the dry weight of the aboveground shoot components of a plant. In order to investigate the distribution of carbon and nitrogen resources in various plant parts, we performed stoichiometric analyses of the rhizomes, stems, leaves, flowers, and fruits. The plant parts were dried in a dry oven at 60&#xb0;C and then ground using a ball mill (Pulverisette 23; Fritsch, Germany) to ensure uniform mixtures for the analysis. C/N ratio of each part was measured using an elemental analyzer (Flash EA, 1112, Thermo Electron, USA) at the National Instrumentation Center for Environmental Management (NICEM) at Seoul National University.</p>
</sec>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Effects of elevated CO<sub>2</sub> on growth and reproduction in different rhizome directions</title>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Experimental design</title>
<p>To investigate how individuals with different inclinations respond to elevated CO<sub>2</sub> concentrations, we conducted greenhouse experiments to elucidate the changes in the growth and reproduction of <italic>A. contorta</italic> under different CO<sub>2</sub> concentrations. For this purpose, we purchased 10-year-old <italic>A. contorta</italic> rhizomes in March 23, 2023.</p>
<p>We observed that growth and reproductive characteristics differed based on whether the rhizomes were oriented vertically or horizontally in the field surveys. To replicate the natural conditions closely, we planted a total of 40 rhizomes of these plants individually, both horizontally and vertically, in 5 liters of soil each (Superlative soil, Gumok, Pohang-si, Republic of Korea; <xref ref-type="bibr" rid="B59">Park et&#xa0;al., 2019</xref>). The greenhouse, located at Seoul National University, Seoul, Republic of Korea, provided a relative light intensity of 37.9% (<xref ref-type="bibr" rid="B59">Park et&#xa0;al., 2019</xref>). We installed hexagonal Open Top Chambers (OTC; <xref ref-type="bibr" rid="B61">Park et&#xa0;al., 2021</xref>) in the greenhouse to manipulate the carbon dioxide (CO<sub>2</sub>) concentration, simulating two scenarios (<xref ref-type="bibr" rid="B86">Thomson et&#xa0;al., 2011</xref>): 1) Representative Concentration Pathways 4.5 (RCP 4.5) climate change scenario with a CO<sub>2</sub> concentration of 540 ppm, and 2) current ambient conditions with a CO<sub>2</sub> concentration of 400 ppm. Each OTC had its own CO<sub>2</sub> control system to regulate elevated CO<sub>2</sub> concentration. The control system consisted of a sensor-transmitter coupled with a CO<sub>2</sub> controller (SH-MVG260, Soha-tech, Korea), capable of maintaining CO<sub>2</sub> concentrations within the range of 0 &#x2013; 2000 ppm. Additionally, a solenoid valve and individual CO<sub>2</sub> gas tanks (40 L, 99.999% purity) were used in the setup (<xref ref-type="bibr" rid="B61">Park et&#xa0;al., 2021</xref>). Therefore, we conducted a greenhouse experiment using a total of 40 plants, with 10 plants for each specific condition. The experiment involved two CO<sub>2</sub> concentrations (ambient 400 ppm and elevated 540 ppm), and two rhizome directions planting (horizontal rhizome planting, H; and vertical rhizome planting, V), resulting in four experimental treatments (400ppmCO<sub>2</sub>/H, 400ppmCO<sub>2</sub>/V, 540ppmCO<sub>2</sub>/V, 540ppmCO<sub>2</sub>/H) arranged in a factorial design. Temperature and relative humidity sensors (HOBO Pro v2, Onset, Bourne, MA, USA) were installed in each chamber, and these variables were ensured to remain consistent across all chambers throughout the experimental period. The mean air temperature and humidity recorded in the OTCs during the experimental period were as follows: 24.3&#xb0;C and 69.5% in ambient CO<sub>2</sub>, 24.1&#xb0;C and 68.4% in elevated CO<sub>2</sub>.</p>
<p>Pots were set on 50&#xa0;mm thickness plates to minimize external wind effects from the bottom of the chamber induced by the ventilation system. To measure the amount of nutrients absorbed by each plant, bottom watering was used. A rope wick was inserted into the base of the pots to facilitate water absorption from the tray below the pot. During harvesting, excess water at the bottom was directed into the soil to reduce nutrient loss. To compare the nutrient absorption efficiency based on the treatment conditions, we evaluated the differences in soil nutrient levels between before and after the experiment, including NO<sub>3</sub>&#x2013;N, NH<sub>4</sub>&#x2013;N, PO<sub>4</sub>&#x2013;P, as well as cations (K<sup>+</sup>, Na<sup>+</sup>, Ca<sup>2+</sup>, and Mg<sup>2+</sup>), along with the C/N ratio. The calculation of nutrient uptake by plants and nutrient losses (efforts were made to minimize nutrient loss during irrigation, and while some leaching was expected, the uniform water supply likely resulted in consistent nutrient loss) involved subtracting the nutrient content in the soil after the experiment from that before the experiment.</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>Analysis of growth and reproductive traits</title>
<p>To assess the growth and reproductive (sexual and asexual) traits of <italic>A. contorta</italic> under two CO<sub>2</sub> concentrations and two rhizome direction plantings, we harvested all plants in the greenhouse at the initial signs of aboveground senescence. We separated the collected plants into stems, leaves, and flowers and measured the growth traits of stem length, internode length, stem thickness, number of branches, total branch length, number of leaves, single leaf area, total leaf area, chlorophyll content, changes in fresh and dry weight of each component (stem, leaf, rhizome and roots), and C/N ratios of each part (stem, leaves, rhizome and root). We assessed variations in reproductive traits related to sexual reproduction, including the first flowering day (FFD), number of flowers, flowering duration, flower longevity, perianth size, diameter of the utricle, pollen grain size, stigmatic receptivity, pollen viability, and C/N ratio of the perianth and ovary (the breeding process of <italic>A. contorta</italic> heavily relied on pollinators. Only one fruit was produced and we opted to measure the ovary instead). Flowering duration refers to the period from the FFD until the last flower wilts or fades, while flower longevity denotes the duration from the budding of a single flower until it withers. The sizes of the perianth, utricle, fruit, and seed were measured using a digital vernier calipers. Ten flowers were assessed under each condition, with ten pollen grain diameters measured from each individual flower. The sizes of pollen grains were measured using an optical microscope (DE/Axio Inager A1 microscope, Carl Zeiss, Germany) and ImageJ. For stigmatic receptivity assessment, we collected ten samples from each flowering individual on the first day of flower opening. Subsequently, we conducted separate applications of a 3% hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) solution to the stigmas of both the female and male phases (<xref ref-type="bibr" rid="B18">Dafni and Mau&#xe9;s, 1998</xref>; <xref ref-type="bibr" rid="B79">Serrano and Olmedilla, 2012</xref>). The stigmas were observed for a duration of 3 minutes under a stereoscopic microscope (GB-742, Global4U, Republic of Korea), and the presence of bubbles served as a reliable indicator to assess their receptivity. Stigmas that displayed a substantial number of bubbles were classified as highly reactive to the compound, while those with minimal or no bubble formation were categorized as having low reactivity. It was assessed using the approach adapted from <xref ref-type="bibr" rid="B18">Dafni and Mau&#xe9;s (1998)</xref>, involving the assignment of scores based on the number of bubbles. These scores included no reaction (0), a weak positive reaction (1), a strong positive reaction (2), and a very strong positive reaction (3). Pollen viability was assessed using the 1% neutral red staining method (<xref ref-type="bibr" rid="B23">Georgieva and Kruleva, 1993</xref>). Three samples were collected from each flowering individual and prepared. Viability was calculated by counting stained (viable or semi viable) and unstained (non-viable) grains from ten samples from each flowering individual on the third day (after 48&#xa0;h of opening, male phase) of flower opening. The number of underground buds and shoots were recorded as reproductive organs related to asexual reproduction. To explore the variations in the distribution of carbon and nitrogen resources under the two different CO<sub>2</sub> concentrations, we conducted stoichiometric analyses on the rhizomes, stems, leaves, flowers, and fruits. The experimental methodology was consistent with the previously described procedure.</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Statistical analyses</title>
<p>We employed an analysis of variance (ANOVA) after the homogeneity of variance test and post-hoc tests (Duncan&#x2019;s test) to determine the significance of the observed variations in growth and reproductive parameters between the control and treatment groups. Canonical correlation analysis (CCA) was employed to confirm the relationships between environmental factors and growth traits (including the number of flowers) during the field survey, as well as between growth and reproductive traits in the greenhouse experiment. This analysis was performed using PC-ORD for Windows version 5 (B. McCune and MJ Mefford, MjM Software, Gleneden Beach, OR, USA). To comprehend the impact and interaction between rhizome direction and CO<sub>2</sub> concentration, we conducted a multivariate analysis of variance (MANOVA). We utilized SPSS software version 23.0 (SPSS, Inc., Chicago, IL, USA) for statistical analysis, with the significance level set at <italic>p</italic> &lt; 0.05.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Vegetative and reproductive phases comparison</title>
<sec id="s3_1_1">
<label>3.1.1</label>
<title>Environmental factor analysis</title>
<p>Among the environmental factors, relative light intensity and soil water content showed statistically significant differences between the vegetative and reproductive phases (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), and there were no significant differences in other environmental factors. The vegetative phase had a higher RLI (85.91%) than the reproductive phase (39.74%, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Comparison of environmental variables between vegetative and reproductive phases. <bold>(A)</bold> relative light intensity, <bold>(B)</bold> soil water content, <bold>(C)</bold> soil organic matter content, <bold>(D)</bold> pH, <bold>(E)</bold> EC, <bold>(F)</bold> PO<sub>4</sub>&#x2013;P, <bold>(G)</bold> NH<sub>4</sub>&#x2013;N, <bold>(H)</bold> NO<sub>3</sub>&#x2013;N, <bold>(I)</bold> Ca<sup>2+</sup>, <bold>(J)</bold> K<sup>+</sup>, <bold>(K)</bold> Na<sup>+</sup>, <bold>(L)</bold> Mg<sup>2+</sup>. Bars indicate standard errors. *<italic>p</italic> &lt; 0.05; ***<italic>p</italic> &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g001.tif"/>
</fig>
</sec>
<sec id="s3_1_2">
<label>3.1.2</label>
<title>Growth traits analysis</title>
<p>The growth traits of <italic>A. contorta</italic> during the vegetative and reproductive phases were significantly different (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Stems were thicker in the reproductive phase (2.90 &#xb1; 0.21&#xa0;mm) than in the vegetative phase (1.69 &#xb1; 0.17&#xa0;mm). Internode length was longer in the reproductive phase (26.4 &#xb1; 1.2&#xa0;cm) than in the vegetative phase (13.8 &#xb1; 1.2&#xa0;cm). Branch and leaf numbers per quadrat were more in the reproductive phase (8.0 &#xb1; 0.5 branches, 106.4 &#xb1; 9.1 leaves) than in the vegetative phase (3.7 &#xb1; 0.7 branches, 59.0 &#xb1; 13.8 leaves). Single leaf area (34.46 &#xb1; 1.35 cm<sup>2</sup>) and total leaf area (3690.80 &#xb1; 267.46 cm<sup>2</sup>) in reproductive phase were greater than those in vegetative phase (single leaf area, 26.25 &#xb1; 1.67 cm<sup>2</sup>; total leaf area, 1542.42 &#xb1; 460.30 cm<sup>2</sup>). There were broad and horizontal leaves in reproductive phase and small leaves pasted vertically on shorter internodes in vegetative phase. Rhizome thickness (8.71 &#xb1; 0.66&#xa0;mm) and length (57.4 &#xb1; 5.9&#xa0;cm) were greater at reproductive phase than (rhizome thickness, 2.46 &#xb1; 0.11&#xa0;mm; root length, 29.1 &#xb1; 3.4&#xa0;cm). Direction of root growth in vegetative phase was 33.5 &#xb1; 5.9&#xb0;, and those in reproductive phase was 71.0 &#xb1; 5.6&#xb0;. Chlorophyll contents in vegetative phase (33.16 &#xb1; 0.91 mg/m<sup>2</sup>) and reproductive phase (40.27 &#xb1; 1.63 mg/m<sup>2</sup>) were different. Dry weight of each part in reproductive phase (stem, 5.70 &#xb1; 0.33&#xa0;g; leaves, 3.17 &#xb1; 0.11&#xa0;g; rhizome and root, 4.59 &#xb1; 0.29&#xa0;g) were significantly larger than those in vegetative phase (stem, 3.15 &#xb1; 0.27&#xa0;g; leaves, 1.81 &#xb1; 0.11&#xa0;g; rhizome and root, 2.99 &#xb1; 0.28&#xa0;g; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The belowground/aboveground ratio showed a ratio of 0.56 in vegetative phase and 0.51 in reproductive phase (<italic>p</italic>=0.070). C/N ratios were significantly different each part of the vegetative and reproductive phases. Each part in vegetative phase were: a stem, 28.34 &#xb1; 0.74; leaves, 12.55 &#xb1; 0.46; a rhizome, 17.23 &#xb1; 2.27; and those at reproductive phase were: a stem, 41.89 &#xb1; 1.97; leaves, 14.18 &#xb1; 0.45; a rhizome, 32.84 &#xb1; 1.73 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The environmental variables were correlated with internode length, single leaf area, rhizome length, direction of rhizome, dry leaf weight, dry rhizome weight, dry flower weight, and number of flowers (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Axes 1 and 2 accounted for 46.1% and 29.3% of the explained variance, respectively.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Growth traits of <italic>A</italic>. <italic>contorta</italic> in vegetative and reproductive phases. <bold>(A)</bold> stem thickness, <bold>(B)</bold> length of the first internode, <bold>(C)</bold> number of branches, <bold>(D)</bold> number of leaves, <bold>(E)</bold> single leaf area, <bold>(F)</bold> total leaf area, <bold>(G)</bold> rhizome thickness, <bold>(H)</bold> rhizome length, <bold>(I)</bold> direction of rhizome, <bold>(J)</bold> chlorophyll content, <bold>(K)</bold> dry weight of stem, leaves, rhizome and root. Bars indicate standard errors. **<italic>p</italic> &lt; 0.01; ***<italic>p</italic> &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>C/N ratio of each part in the vegetative phase and reproductive phase. Bars indicate standard errors. *<italic>p</italic> &lt; 0.05; **<italic>p</italic> &lt; 0.01; ***<italic>p</italic> &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Canonical correlation analysis (CCA) plots to determine the relationships among the environmental factors and growth traits. The percentage (%) of each axis represents the explained variance. Dotted curves indicate groups of individuals in the vegetative and reproductive phases, which are represented by pink triangles. The arrows are strongly correlated with the axis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Effects of elevated CO<sub>2</sub> on growth and reproduction in different rhizome directions</title>
<sec id="s3_2_1">
<label>3.2.1</label>
<title>Nutrient uptake of <italic>A. contorta</italic> and soil environmental conditions</title>
<p>In the greenhouse experiment, there were no significant differences in nutrient uptake for any nutrient except for potassium (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Absorbed potassium was significantly largest in the 540ppmCO<sub>2</sub>/H (770.85 &#xb1; 33.17 mg&#xb7;kg<sup>-1</sup>), followed by 540ppmCO<sub>2</sub>/V (766.13 &#xb1; 30.13 mg&#xb7;kg<sup>-1</sup>), 400ppmCO<sub>2</sub>/V (569.14 &#xb1; 40.99 mg&#xb7;kg<sup>-1</sup>), and 400ppmCO<sub>2</sub>/H (386.17 &#xb1; 36.60 mg&#xb7;kg<sup>-1</sup>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Sum of nutrient uptake by <italic>A</italic>. <italic>contorta</italic> and nutrient losses under two CO<sub>2</sub> concentrations (400 ppm, 540 ppm), and two rhizome directions (horizontal rhizome planting, H; and vertical rhizome planting, V). <bold>(A)</bold> PO<sub>4</sub>&#x2013;P, <bold>(B)</bold> NH<sub>4</sub>&#x2013;N, <bold>(C)</bold> NO<sub>3</sub>&#x2013;N, <bold>(D)</bold> Ca<sup>2+</sup>, <bold>(E)</bold> K<sup>+</sup>, <bold>(F)</bold> Na<sup>+</sup>, <bold>(G)</bold> Mg<sup>2+</sup>, <bold>(H)</bold> pH, <bold>(I)</bold> EC, <bold>(J)</bold> soil C/N ratio. Letters on the graph indicate significant differences at the 5% level, based on Duncan&#x2019;s test. Bars indicate standard errors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g005.tif"/>
</fig>
<p>In the case of soil C/N ratio, the significantly highest value was observed in 400ppmCO<sub>2</sub>/V (37.66 &#xb1; 0.09), followed by 540ppmCO<sub>2</sub>/H (33.84 &#xb1; 0.37), 400ppmCO<sub>2</sub>/H (33.40 &#xb1; 0.99), and 540ppmCO<sub>2</sub>/H (32.73 &#xb1; 0.47).</p>
</sec>
<sec id="s3_2_2">
<label>3.2.2</label>
<title>Elevated CO<sub>2</sub> and rhizome direction effects on growth and reproductive traits</title>
<p>Stems, internodes, and branches of <italic>A. contorta</italic> were significantly longer at 400ppmCO<sub>2</sub> than at 540ppmCO<sub>2</sub> (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). In addition, <italic>A. contorta</italic> produced a greater number of branches, and larger leaves at 400ppmCO<sub>2</sub> than at 540ppmCO<sub>2</sub>. However, chlorophyll content was significantly higher at 540ppmCO<sub>2</sub> than at 400ppmCO<sub>2</sub>. <italic>A. contorta</italic> with rhizome planted vertically showed longer stem, internode, and branches, thicker stem, higher number of branches and leaves, and larger leaves than individuals with rhizome planted horizontally (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Stem length was longest in the 400ppmCO<sub>2</sub>/V (614.1 &#xb1; 67.5 cm), followed by 540ppmCO<sub>2</sub>/V (445.3 &#xb1; 40.5 cm), 400ppmCO<sub>2</sub>/H (326.8 &#xb1; 46.1 cm), and 540ppmCO<sub>2</sub>/H (216.2 &#xb1; 29.4 cm). Internode length was also longest in the 400ppmCO<sub>2</sub>/V (15.6 &#xb1; 1.2 cm), followed by 540ppmCO<sub>2</sub>/V (10.4 &#xb1; 0.8 cm), 400ppmCO<sub>2</sub>/H (10.4 &#xb1; 0.6 cm), and 540ppmCO<sub>2</sub>/H (7.5 &#xb1; 0.5 cm). Stem thickness was largest in the 400ppmCO<sub>2</sub>/V (2.83 &#xb1; 0.18 mm), followed by 540ppmCO<sub>2</sub>/V (2.64 &#xb1; 0.12 mm), 540ppmCO<sub>2</sub>/H (2.07 &#xb1; 0.23 mm), and 400ppmCO<sub>2</sub>/H (2.02 &#xb1; 0.16 mm). Rhizome direction influenced the number of branches and total branch length, with the largest values observed in the 400ppmCO<sub>2</sub>/V treatment (branches, 10.4 &#xb1; 0.9&#xa0;cm; total branch length, 536.1 &#xb1; 39.2&#xa0;cm), followed by the 540ppmCO<sub>2</sub>/V treatment (branches, 4.2 &#xb1; 0.4; total branch length, 220.8 &#xb1; 43.7&#xa0;cm), the 400ppmCO<sub>2</sub>/H treatment (branches, 3.1 &#xb1; 0.5; total branch length, 135.7 &#xb1; 33.7&#xa0;cm), and the 540ppmCO<sub>2</sub>/H treatment (branches, 2.8 &#xb1; 0.6; total branch length, 98.1 &#xb1; 19.1 cm). Number of leaves was largest in the 400ppmCO<sub>2</sub>/V (225.2 &#xb1; 22.4), followed by 540ppmCO<sub>2</sub>/V (170.1 &#xb1; 23.5), 400ppmCO<sub>2</sub>/H (102.1 &#xb1; 20.9), and 540ppmCO<sub>2</sub>/H (72.7 &#xb1; 9.7). Dried stem weight differed significantly under different CO<sub>2</sub> concentrations (400ppmCO<sub>2</sub>, 5.35 &#xb1; 0.76 g; 540ppmCO<sub>2</sub>, 3.44 &#xb1; 0.45 g) and dried stem and leaf weights differed significantly under different rhizome directions (stem: H, 2.69 &#xb1; 0.33 g; V, 6.11 &#xb1; 0.68 g, leaves: H, 2.71 &#xb1; 0.76 g; V, 5.24 &#xb1; 0.53 g) (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A&#x2013;C</bold>
</xref>). The belowground/aboveground ratio was highest in the 540ppmCO<sub>2</sub>/H (0.61), followed by 400ppmCO<sub>2</sub>/H (0.39), 540ppmCO<sub>2</sub>/V (0.27), and 400ppmCO<sub>2</sub>/V (0.16) (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref>). There was a 26-day difference in the FFD between conditions with 400ppmCO<sub>2</sub> (occurring on June 13th) and conditions with 540ppmCO<sub>2</sub> (occurring on July 9th). Under 400ppmCO<sub>2</sub>, flower longevity was extended, accompanied by an increased number of flowers (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>) and larger flower size (perianth size and diameter of utricle) compared to 540ppmCO<sub>2</sub> (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). Additionally, flowers exhibited earliest flowering, with a greater number of flowers, greater flower longevity, and larger perianth size (diameter of utricle) in vertical rhizome as opposed to horizontal rhizome. On the other hand, in terms of asexual reproductive traits, the number of underground buds and shoots was higher at 540ppmCO<sub>2</sub> compared to 400ppmCO<sub>2</sub>.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>The growth traits of <italic>A</italic>. <italic>contorta</italic> under two CO<sub>2</sub> concentrations (400 ppm, 540 ppm), and two rhizome directions (horizontal rhizome planting, H; and vertical rhizome planting, V). <bold>(A)</bold> stem length, <bold>(B)</bold> length of the first internode, <bold>(C)</bold> stem thickness, <bold>(D)</bold> number of branches, <bold>(E)</bold> total branch length, <bold>(F)</bold> number of leaves, <bold>(G)</bold> single leaf area, <bold>(H)</bold> total leaf area, <bold>(I)</bold> chlorophyll content. Letters on the graph indicate significant differences at the 5% level, based on Duncan&#x2019;s test. Bars indicate standard errors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g006.tif"/>
</fig>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Dry weight of each part of <italic>A</italic>. <italic>contorta</italic> and allocation of dry weight under two CO<sub>2</sub> concentrations (400 ppm, 540 ppm), and two rhizome directions (horizontal rhizome planting, H; and vertical rhizome planting, V). <bold>(A)</bold> stem weight, <bold>(B)</bold> leaves weight, <bold>(C)</bold> rhizome and root weight, <bold>(D)</bold> allocation of dry weight. Letters on the graph indicate significant differences at the 5% level, based on Duncan&#x2019;s test. Bars indicate standard errors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g007.tif"/>
</fig>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Number of flowers of <italic>A. contorta</italic> under two CO<sub>2</sub> concentrations and two rhizome directions.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g008.tif"/>
</fig>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Reproductive (sexual and asexual) traits of <italic>A</italic>. <italic>contorta</italic> under two CO<sub>2</sub> concentrations and two rhizome directions. <bold>(A)</bold> flower longevity, <bold>(B)</bold> perianth size, <bold>(C)</bold> diameter of utricle, <bold>(D)</bold> pollen diameter, <bold>(E)</bold> number of underground buds, <bold>(F)</bold> number of shoots. Letters on the graph indicate significant differences at the 5% level, based on Duncan&#x2019;s test. Bars indicate standard errors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g009.tif"/>
</fig>
<p>All sexual reproductive traits were responsive to rhizome direction in both 400ppmCO<sub>2</sub> and 540ppmCO<sub>2</sub>. Flower longevity was longest in 400ppmCO<sub>2</sub>/H (16.0 &#xb1; 0.6 days), followed by 400ppmCO<sub>2</sub>/V (15.3 &#xb1; 0.2 days), and 540ppmCO<sub>2</sub>/V (12.3 &#xb1; 0.2 days). Perianth size was largest in 400ppmCO<sub>2</sub>/H (28.8 &#xb1; 1.4&#xa0;mm), followed by 400ppmCO<sub>2</sub>/V (28.2 &#xb1; 0.6 mm), and 540ppmCO<sub>2</sub>/V (25.2 &#xb1; 0.5 mm). Diameter of utricle was largest in 400ppmCO<sub>2</sub>/V (5.11 &#xb1; 0.08&#xa0;mm), followed by 400ppmCO<sub>2</sub>/H (4.76 &#xb1; 0.12 mm), and 540ppmCO<sub>2</sub>/V (3.78 &#xb1; 0.18 mm).</p>
<p>Stem C/N ratio was highest in 400ppmCO<sub>2</sub>/V (19.06 &#xb1; 1.97), followed by 540ppmCO<sub>2</sub>/V (17.87 &#xb1; 0.37), 400ppmCO<sub>2</sub>/H (16.89 &#xb1; 0.76), and 540ppmCO<sub>2</sub>/H (12.3 &#xb1; 0.33) (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>). The highest value of leaf C/N ratio was observed in 540ppmCO<sub>2</sub>/V (14.92 &#xb1; 0.69), followed by 540ppmCO<sub>2</sub>/H (14.24 &#xb1; 1.27), 400ppmCO<sub>2</sub>/V (12.78 &#xb1; 0.15), and 400ppmCO<sub>2</sub>/H (11.21 &#xb1; 0.66). The highest ratio of rhizome C/N ratio was found in 400ppmCO<sub>2</sub>/V (18.39 &#xb1; 0.17), followed by 540ppmCO<sub>2</sub>/V (18.04 &#xb1; 0.35), 540ppmCO<sub>2</sub>/H (14.70 &#xb1; 0.51), and 400ppmCO<sub>2</sub>/H (14.67 &#xb1; 0.16). Flower C/N ratio was highest in 400ppmCO<sub>2</sub>/H (9.76 &#xb1; 0.01), followed by 400ppmCO<sub>2</sub>/V (9.65 &#xb1; 0.14), and 540ppmCO<sub>2</sub>/V (7.09 &#xb1; 0.01). For ovary C/N ratio was highest in 400ppmCO<sub>2</sub>/V 12.04 &#xb1; 0.01), followed by 400ppmCO<sub>2</sub>/H (10.78 &#xb1; 0.01), and 540ppmCO<sub>2</sub>/V (10.02 &#xb1; 0.02).</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>C/N ratio of each part of <italic>A</italic>. <italic>contorta</italic> under two CO<sub>2</sub> concentrations and two rhizome directions. <bold>(A)</bold> stem C/N ratio, <bold>(B)</bold> leaf C/N ratio, <bold>(C)</bold> rhizome C/N ratio, <bold>(D)</bold> flower C/N ratio, <bold>(E)</bold> ovary C/N ratio.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g010.tif"/>
</fig>
<p>The stigma reactions were the most intense at the 400ppmCO<sub>2</sub>/V and there were numerous bubbles at the 400ppmCO<sub>2</sub>/H (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The reactions of stigmas were not intense on at the 540ppmCO<sub>2</sub>/V with only a few bubbles on the stigma. Pollen viability rates were highest at 400ppmCO<sub>2</sub>/V (the viability range between 90.0 &#xb1; 1.2 - 97.0 &#xb1; 0.8%, reaching up to 100%), followed by 400ppmCO<sub>2</sub>/H (88.3 &#xb1; 1.7 - 93.3 &#xb1; 1.7%), and lowest at 540ppmCO<sub>2</sub>/V (71.7 &#xb1; 6.0 - 85.0 &#xb1; 2.9%, reaching up to 60%) in the observations conducted under an optical microscope (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Stigmatic receptivity of <italic>A. contorta</italic> under two CO<sub>2</sub> concentrations and two rhizome directions.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left"/>
<th valign="middle" align="left">400ppmCO<sub>2</sub>
</th>
<th valign="middle" align="left">540ppmCO<sub>2</sub>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="10" align="left">
<bold>Horizontal rhizome</bold>
</td>
<td valign="top" align="left">3.00 &#xb1; 0.00 (+++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">3.00 &#xb1; 0.00 (+++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">2.67 &#xb1; 0.33 (+++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">2.33 &#xb1; 0.33 (++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">2.33 &#xb1; 0.33 (++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">2.00 &#xb1; 0.00 (++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">2.33 &#xb1; 0.33 (++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">2.67 &#xb1; 0.33 (+++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">2.33 &#xb1; 0.33(++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">2.67 &#xb1; 0.33 (+++)</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" rowspan="10" align="left">
<bold>Vertical rhizome</bold>
</td>
<td valign="top" align="left">3.00 &#xb1; 0.00 (+++)</td>
<td valign="top" align="left">1.67 &#xb1; 0.33 (++)</td>
</tr>
<tr>
<td valign="top" align="left">2.80 &#xb1; 0.13 (+++)</td>
<td valign="top" align="left">2.00 &#xb1; 0.00 (++)</td>
</tr>
<tr>
<td valign="top" align="left">2.90 &#xb1; 0.10 (+++)</td>
<td valign="top" align="left">2.67 &#xb1; 0.33 (+++)</td>
</tr>
<tr>
<td valign="top" align="left">3.00 &#xb1; 0.00 (+++)</td>
<td valign="top" align="left">2.00 &#xb1; 0.00 (++)</td>
</tr>
<tr>
<td valign="top" align="left">3.00 &#xb1; 0.00 (+++)</td>
<td valign="top" align="left">1.33 &#xb1; 0.33 (+)</td>
</tr>
<tr>
<td valign="top" align="left">2.80 &#xb1; 0.13 (+++)</td>
<td valign="top" align="left">1.00 &#xb1; 0.00 (+)</td>
</tr>
<tr>
<td valign="top" align="left">2.90 &#xb1; 0.10 (+++)</td>
<td valign="top" align="left">1.33 &#xb1; 0.33 (+)</td>
</tr>
<tr>
<td valign="top" align="left">2.50 &#xb1; 0.17 (++)</td>
<td valign="top" align="left">1.00 &#xb1; 0.00 (+)</td>
</tr>
<tr>
<td valign="top" align="left">2.90 &#xb1; 0.10 (+++)</td>
<td valign="top" align="left">1.67 &#xb1; 0.33 (++)</td>
</tr>
<tr>
<td valign="top" align="left">2.80 &#xb1; 0.13 (+++)</td>
<td valign="top" align="left">1.33 &#xb1; 0.33 (+)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>+++, strong receptivity; ++, moderate receptivity; +, weak receptivity; /, no flower.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Proportion of the stained pollen grains at <italic>A. contorta</italic> individuals (%).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left"/>
<th valign="middle" align="left">400ppmCO<sub>2</sub>
</th>
<th valign="middle" align="left">540ppmCO<sub>2</sub>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="10" align="left">
<bold>Horizontal rhizome</bold>
</td>
<td valign="middle" align="left">91.67 &#xb1; 1.67</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" align="left">89.33 &#xb1; 0.67</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" align="left">93.33 &#xb1; 3.33</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" align="left">91.67 &#xb1; 1.67</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" align="left">88.33 &#xb1; 1.67</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" align="left">91.67 &#xb1; 1.67</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" align="left">93.33 &#xb1; 1.67</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" align="left">90.00 &#xb1; 2.89</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" align="left">91.67 &#xb1; 1.67</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" align="left">91.67 &#xb1; 1.67</td>
<td valign="middle" align="left">/</td>
</tr>
<tr>
<td valign="middle" rowspan="10" align="left">
<bold>Vertical rhizome</bold>
</td>
<td valign="middle" align="left">90.00 &#xb1; 1.18</td>
<td valign="middle" align="left">81.67 &#xb1; 4.41</td>
</tr>
<tr>
<td valign="middle" align="left">97.00 &#xb1; 0.82</td>
<td valign="middle" align="left">85.00 &#xb1; 2.89</td>
</tr>
<tr>
<td valign="middle" align="left">94.70 &#xb1; 1.58</td>
<td valign="middle" align="left">71.67 &#xb1; 6.01</td>
</tr>
<tr>
<td valign="middle" align="left">93.50 &#xb1; 1.45</td>
<td valign="middle" align="left">74.00 &#xb1; 2.08</td>
</tr>
<tr>
<td valign="middle" align="left">93.60 &#xb1; 1.48</td>
<td valign="middle" align="left">80.00 &#xb1; 2.89</td>
</tr>
<tr>
<td valign="middle" align="left">96.00 &#xb1; 0.67</td>
<td valign="middle" align="left">70.00 &#xb1; 2.89</td>
</tr>
<tr>
<td valign="middle" align="left">95.30 &#xb1; 1.52</td>
<td valign="middle" align="left">75.00 &#xb1; 2.89</td>
</tr>
<tr>
<td valign="middle" align="left">95.50 &#xb1; 0.90</td>
<td valign="middle" align="left">74.33 &#xb1; 2.33</td>
</tr>
<tr>
<td valign="middle" align="left">95.60 &#xb1; 1.54</td>
<td valign="middle" align="left">85.00 &#xb1; 2.89</td>
</tr>
<tr>
<td valign="middle" align="left">94.50 &#xb1; 1.17</td>
<td valign="middle" align="left">77.67 &#xb1; 1.45</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>n=30.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2_3">
<label>3.2.3</label>
<title>Interactive effects of elevated CO<sub>2</sub> concentrations and rhizome direction on growth and reproductive traits</title>
<p>Morphological and reproductive traits responded to differences in CO<sub>2</sub> concentrations and rhizome directions (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). For instance, number of shoots was only affected by CO<sub>2</sub> concentrations, and stem thickness and dry leaf weight were only affected by rhizome directions. There were no interactive effects on dry rhizome weight. Morphological differences according to the CO<sub>2</sub> concentrations were more apparent when the rhizome direction was different. We detected a significant interaction of CO<sub>2</sub> concentrations and rhizome direction on number of branches, total branch length, single leaf area, total leaf area, dry stem weight, and sexual reproductive traits (number of flowers, flower longevity, perianth size, diameter of utricle, pollen grain size, stigmatic receptivity, and pollen viability).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Two-way analysis of variance results for traits of <italic>A. contorta</italic> in the greenhouse experiments; <italic>F</italic> statistics are shown.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="2" align="center">Traits of A. contorta</th>
<th valign="middle" align="center">CO<sub>2</sub> concentrations</th>
<th valign="middle" align="center">Rhizome directions</th>
<th valign="middle" align="center">CO<sub>2</sub> concentrations<break/>&#xd7;<break/>Rhizome directions</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="12" align="center">
<bold>Growth traits</bold>
</td>
<td valign="middle" align="left">Stem length</td>
<td valign="middle" align="center">
<bold>8.483*</bold>
</td>
<td valign="middle" align="center">
<bold>28.980***</bold>
</td>
<td valign="middle" align="center">0.368</td>
</tr>
<tr>
<td valign="middle" align="left">Internode length</td>
<td valign="middle" align="center">
<bold>24.155***</bold>
</td>
<td valign="middle" align="center">
<bold>24.418***</bold>
</td>
<td valign="middle" align="center">2.001</td>
</tr>
<tr>
<td valign="middle" align="left">Stem thickness</td>
<td valign="middle" align="center">0.181</td>
<td valign="middle" align="center">
<bold>15.232***</bold>
</td>
<td valign="middle" align="center">0.454</td>
</tr>
<tr>
<td valign="middle" align="left">Number of branches</td>
<td valign="middle" align="center">
<bold>17.564***</bold>
</td>
<td valign="middle" align="center">
<bold>14.471***</bold>
</td>
<td valign="middle" align="center">
<bold>31.465***</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Total branch length</td>
<td valign="middle" align="center">
<bold>15.189***</bold>
</td>
<td valign="middle" align="center">
<bold>33.373***</bold>
</td>
<td valign="middle" align="center">
<bold>9.405**</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Number of leaves</td>
<td valign="middle" align="center">
<bold>4.515*</bold>
</td>
<td valign="middle" align="center">
<bold>30.746***</bold>
</td>
<td valign="middle" align="center">0.418</td>
</tr>
<tr>
<td valign="middle" align="left">Single leaf area</td>
<td valign="middle" align="center">
<bold>59.127***</bold>
</td>
<td valign="middle" align="center">
<bold>20.065***</bold>
</td>
<td valign="middle" align="center">
<bold>5.421*</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Total leaf area</td>
<td valign="middle" align="center">
<bold>22.367***</bold>
</td>
<td valign="middle" align="center">
<bold>42.636***</bold>
</td>
<td valign="middle" align="center">1.509</td>
</tr>
<tr>
<td valign="middle" align="left">Chlorophyll content</td>
<td valign="middle" align="center">
<bold>5.491*</bold>
</td>
<td valign="middle" align="center">
<bold>7.086*</bold>
</td>
<td valign="middle" align="center">0.038</td>
</tr>
<tr>
<td valign="middle" align="left">Dry stem weight</td>
<td valign="middle" align="center">
<bold>7.445*</bold>
</td>
<td valign="middle" align="center">
<bold>28.980***</bold>
</td>
<td valign="middle" align="center">0.448</td>
</tr>
<tr>
<td valign="middle" align="left">Dry leaf weight</td>
<td valign="middle" align="center">0.338</td>
<td valign="middle" align="center">
<bold>7.300*</bold>
</td>
<td valign="middle" align="center">1.354</td>
</tr>
<tr>
<td valign="middle" align="left">Dry rhizome weight</td>
<td valign="middle" align="center">0.137</td>
<td valign="middle" align="center">0.196</td>
<td valign="middle" align="center">0.078</td>
</tr>
<tr>
<td valign="middle" rowspan="7" align="center">
<bold>Sexual reproductive traits</bold>
</td>
<td valign="middle" align="left">Number of flowers</td>
<td valign="middle" align="center">
<bold>13.51**</bold>
</td>
<td valign="middle" align="center">
<bold>17.581***</bold>
</td>
<td valign="middle" align="center">
<bold>10.603**</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Flower longevity</td>
<td valign="middle" align="center">
<bold>37.136***</bold>
</td>
<td valign="middle" align="center">
<bold>7.631**</bold>
</td>
<td valign="middle" align="center">
<bold>10.089**</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Perianth size</td>
<td valign="middle" align="center">
<bold>22.862***</bold>
</td>
<td valign="middle" align="center">
<bold>7.366*</bold>
</td>
<td valign="middle" align="center">
<bold>8.214**</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Diameter of utricle</td>
<td valign="middle" align="center">
<bold>34.269***</bold>
</td>
<td valign="middle" align="center">
<bold>9.295**</bold>
</td>
<td valign="middle" align="center">
<bold>5.930*</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Pollen grain size</td>
<td valign="middle" align="center">
<bold>228.499***</bold>
</td>
<td valign="middle" align="center">
<bold>233.732*</bold>
</td>
<td valign="middle" align="center">
<bold>214.661***</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Stigmatic receptivity</td>
<td valign="middle" align="center">
<bold>180.523***</bold>
</td>
<td valign="middle" align="center">
<bold>46.536***</bold>
</td>
<td valign="middle" align="center">
<bold>20.401***</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Pollen viability.</td>
<td valign="middle" align="center">
<bold>1306.355***</bold>
</td>
<td valign="middle" align="center">
<bold>724.843***</bold>
</td>
<td valign="middle" align="center">
<bold>609.611***</bold>
</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">
<bold>Asexual reproductive traits</bold>
</td>
<td valign="middle" align="left">Number of buds</td>
<td valign="middle" align="center">
<bold>70.248***</bold>
</td>
<td valign="middle" align="center">
<bold>46.035***</bold>
</td>
<td valign="middle" align="center">0.637</td>
</tr>
<tr>
<td valign="middle" align="left">Number of shoots</td>
<td valign="middle" align="center">
<bold>5.126*</bold>
</td>
<td valign="middle" align="center">3.821</td>
<td valign="middle" align="center">1.263</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The two treatments were CO<sub>2</sub> concentrations (400ppmCO<sub>2</sub> and 540ppmCO<sub>2</sub>) and rhizome directions (horizontal and vertical). <italic>df</italic>=1, 39 for traits. Significant effects are shown in boldface (*, <italic>p</italic> &lt; 0.05; **, <italic>p</italic> &lt; 0.01; ***, <italic>p</italic> &lt; 0.001).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Growth traits at 400ppmCO<sub>2</sub> exhibited strong correlations with reproductive characteristics, including the number of flowers, flower longevity, perianth size, diameter of the utricle, pollen grain size, stigmatic receptivity, and pollen viability (<xref ref-type="fig" rid="f11">
<bold>Figure&#xa0;11</bold>
</xref>). Growth traits at 540ppmCO<sub>2</sub> displayed strong correlations with the number of buds and shoots. Axes 1 and 2 accounted for 55.1% and 59.7% of the explained variance, respectively.</p>
<fig id="f11" position="float">
<label>Figure&#xa0;11</label>
<caption>
<p>Canonical correlation analysis (CCA) plots to determine the relationships between growth and reproductive traits. The percentage (%) of each axis represents the explained variance. The dotted curves indicate the groups of individuals in the treatment groups, which are represented by the blue triangles. The arrows are strongly correlated with the axis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g011.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Environmental factors and growth traits in <italic>A. contorta</italic>
</title>
<p>We specifically focused on environmental factors and established a standard for assessing their significant influence on optimal flowering in mature <italic>A. contorta</italic>. During the reproductive phase, RLI was significantly lower (approximately 40%) than that during the vegetative phase, and the soil water content was notably higher than that during the vegetative phase (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1A, B</bold>
</xref>). Appropriate light intensity has been recognized as a significant driver of growth in mature <italic>A. contorta</italic>. Adequate light during the vegetative phase can enhance photosynthesis and establish a resource base for future reproductive efforts (<xref ref-type="bibr" rid="B92">Wimalasekera, 2019</xref>). However, excessive light such as RLI 100% can disrupt growing and flowering of mature <italic>A. contorta</italic> (<xref ref-type="bibr" rid="B59">Park et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B92">Wimalasekera, 2019</xref>). This inhibition can be attributed to various factors based on prior research, including photoinhibition, altered hormone regulation, and increased oxidative stress in plants exposed to excessively intense light conditions (<xref ref-type="bibr" rid="B27">Huang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B46">Maai et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B3">Bassi and Dall'Osto, 2021</xref>; <xref ref-type="bibr" rid="B73">Roeber et&#xa0;al., 2021</xref>).</p>
<p>There was a negative correlation between RLI and soil water content (-0.512, <italic>p</italic> &lt; 0.05) in both the vegetative and reproductive phase, with high light intensity identified as a factor contributing to a decrease in soil water content. Due to the higher RLI, <italic>A. contorta</italic> grown in arid soil conditions of the vegetative phase group exhibited inferior growth compared to the reproductive phase group and did not flower sufficiently. Adequate soil water is essential for nutrient uptake, photosynthesis, and overall plant health (<xref ref-type="bibr" rid="B96">Zainul et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B14">Chtouki et&#xa0;al., 2022</xref>). Without sufficient water, plants struggle to maintain their physiological processes and reach the reproductive phase, which is vital for successful flowering and reproductive success (<xref ref-type="bibr" rid="B33">Jomo et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B10">Chauhan et&#xa0;al., 2019</xref>).</p>
<p>The field survey also explored the role of soil nutrients, specifically aiming to identify the precise soil nutrient levels that are essential for optimal growth. While no significant differences in soil nutrient levels were observed between the vegetative and reproductive phase during the field survey (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), this suggests that the soil may contain an appropriate abundance of the necessary nutrients to support sufficient growth and flowering (<xref ref-type="bibr" rid="B88">Uchida, 2000</xref>; <xref ref-type="bibr" rid="B63">Pestana et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B21">Fathi, 2022</xref>). Prior research has consistently demonstrated that insufficient or excessive soil nutrient levels can significantly hinder growth and flowering processes (<xref ref-type="bibr" rid="B88">Uchida, 2000</xref>), highlighting the profound influence of nutrient availability on plant reproduction. While these vegetative and reproductive phases contain similar soil nutrient contents, the discrepancy in flowering can be attributed to differences in RLI and soil water content. These environmental factors were found to have a strong correlation with the growth characteristics and number of flowers of <italic>A. contorta</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). This implies that under suitable environmental conditions, <italic>A. contorta</italic> exhibits optimal growth, which is essential for flowering.</p>
<p>In addition to environmental factors from the field surveys, the results of the greenhouse experiment also demonstrated that elevated CO<sub>2</sub> concentrations had a hindering effect on the growth of mature <italic>A. contorta</italic>. There was a significant decrease in stem length, internode length, leaf size, and branch development under 540ppmCO<sub>2</sub> compared to 400ppmCO<sub>2</sub> (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Some plant responses, such as increased leaf thickness and mesophyll size, may enhance photosynthesis and growth (<xref ref-type="bibr" rid="B68">Prior et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B98">Zhang et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B7">Broughton et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B13">Choi et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B11">Chavan et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B87">Thruppoyil and Ksiksi, 2020</xref>). However, in other plants, specific changes in stomatal conductance and biochemical composition can counteract these positive effects, resulting in variable outcomes for growth and photosynthesis under elevated CO<sub>2</sub> conditions (<xref ref-type="bibr" rid="B66">Poorter and Perez-Soba, 2002</xref>; <xref ref-type="bibr" rid="B89">Wang et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B99">Zheng et&#xa0;al., 2019</xref>). Elevated CO<sub>2</sub> levels reduce stomatal conductance. This reduction decreases water loss but also limits CO<sub>2</sub> diffusion into the leaf, affecting photosynthesis (<xref ref-type="bibr" rid="B66">Poorter and Perez-Soba, 2002</xref>; <xref ref-type="bibr" rid="B89">Wang et&#xa0;al., 2012</xref>). This reduction can affect the overall photosynthetic efficiency and, subsequently, growth. Interestingly, in our experiment at 540ppmCO<sub>2</sub>, even though there was a higher leaf chlorophyll content, the aboveground growth was not as favorable. This is because it is speculated that this additional resource allocation is directed towards other parts, such as rhizomes, root buds, and shoots. Such resource allocation can indicate trade-offs between biological growth and reproductive structures (<xref ref-type="bibr" rid="B100">Ziska et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B48">McPeek and Wang, 2007</xref>; <xref ref-type="bibr" rid="B69">Qin et&#xa0;al., 2022</xref>). Over time, plants exposed to elevated CO<sub>2</sub> may undergo photosynthetic acclimation, where the initial increase in photosynthetic rate plateaus or decreases due to downregulation of Rubisco activity and other photosynthetic enzymes (<xref ref-type="bibr" rid="B98">Zhang et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B7">Broughton et&#xa0;al., 2016</xref>). This acclimation can limit growth benefits from increased CO<sub>2</sub>.</p>
<p>It exhibited higher C/N ratios in stem, rhizome, flower and ovary parts except for the leaves at the 400ppmCO<sub>2</sub> condition (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>). The different C/N ratios in leaves compared to other plant parts result from their influence on carbon and nitrogen levels. Carbon levels are regulated through leaves by affecting photosynthetic capabilities and carbohydrate export, while nitrogen quantities are modulated by their transport from stems to reproductive tissues (<xref ref-type="bibr" rid="B93">Yasumura, 2009</xref>). Plants possess the ability to independently govern carbon and nitrogen, a crucial trait in natural environments where external factors can readily disrupt the delicate carbon-nitrogen balance (<xref ref-type="bibr" rid="B93">Yasumura, 2009</xref>). In addition, elevated CO<sub>2</sub> can affect nitrogen assimilation and utilization, leading to lower nitrogen content in tissues (<xref ref-type="bibr" rid="B13">Choi et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B11">Chavan et&#xa0;al., 2019</xref>). Since nitrogen is vital for chlorophyll and protein synthesis, its reduced availability can limit growth despite the increased photosynthetic potential.</p>
<p>Our study also revealed a noticeable difference in potassium absorption under elevated CO<sub>2</sub> conditions (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>). Potassium serves as a catalyst for a range of enzymes and plays a crucial role in regulating the intracellular osmotic balance and facilitating the transport of membrane proteins (<xref ref-type="bibr" rid="B94">Ye et&#xa0;al., 2019</xref>). Additionally, it has a significant impact on carbohydrate transportation in plants, contributing to their overall metabolism and resilience to stress factors (<xref ref-type="bibr" rid="B91">Wang and Wu, 2013</xref>; <xref ref-type="bibr" rid="B55">Nieves-Cordones et&#xa0;al., 2019</xref>). At 540ppmCO<sub>2</sub>, the enhanced potassium absorption, likely attributable to its involvement in photosynthesis, may not have been the predominant factor affecting the flowering of <italic>A. contorta</italic>. These results underscore the intricate interplay between CO<sub>2</sub> concentrations and various physiological and morphological traits in <italic>A. contorta</italic>.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Growth traits and their impact on reproductive traits in <italic>A. contorta</italic>
</title>
<p>Our study revealed variations in the growth traits of <italic>A. contorta</italic>, such as thicker stems, longer internodes, increased leaf area, and more flowers in the reproductive phase (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Before plants reach the flowering and reproduction stages, most plants go through a period of vegetative growth (<xref ref-type="bibr" rid="B82">Sola and Ehrlen, 2007</xref>). Vegetative and reproductive phases can be viewed as developmental phases where new organs continuously develop, each exhibiting distinct morphological traits such as internode length, leaf area, and cell size (<xref ref-type="bibr" rid="B65">Poethig, 2003</xref>; <xref ref-type="bibr" rid="B29">Huijser and Schmid, 2011</xref>; <xref ref-type="bibr" rid="B90">Wang et&#xa0;al., 2011</xref>). During this period, plants typically experience a rapid increase in their ability to perform photosynthesis and their overall size and mass (<xref ref-type="bibr" rid="B82">Sola and Ehrlen, 2007</xref>). Generally, plants develop reproductive organs only during the adult vegetative phase (<xref ref-type="bibr" rid="B1">Araki, 2001</xref>). This also aligns with the findings of <xref ref-type="bibr" rid="B59">Park et&#xa0;al. (2019)</xref>, indicating that when an appropriate level of RLI is provided, <italic>A. contorta</italic> growth becomes more vigorous and has flowers. These observations underscore the importance of achieving a minimum level of growth during the transition from the vegetative to the reproductive phase, which is essential for successful flowering (<xref ref-type="bibr" rid="B1">Araki, 2001</xref>). Furthermore, the observed higher C/N ratio in the reproductive phase compared to the vegetative phase (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) carries substantial implications for nutrient availability and allocation (<xref ref-type="bibr" rid="B88">Uchida, 2000</xref>). As documented in earlier research (<xref ref-type="bibr" rid="B97">Zhang et&#xa0;al., 2022</xref>), plants may allocate resources toward nitrogen uptake when soil nitrogen levels exceed optimal ranges, potentially delaying or inhibiting the initiation of the flowering process. This phenomenon is often observed when plants adapt their resource allocation strategies to optimize their survival and reproduction under varying environmental conditions (<xref ref-type="bibr" rid="B40">K&#xf6;rner, 2015</xref>). Resource allocation in <italic>A. contorta</italic> refers to the distribution of limited resources among different physiological processes, including growth and reproduction (<xref ref-type="bibr" rid="B24">Hartmann et&#xa0;al., 2020</xref>). When an appropriate level of resources is available, as indicated by factors such as proper RLI and soil nutrient levels, plants allocate more resources to growth (<xref ref-type="bibr" rid="B85">Tandon et&#xa0;al., 2020</xref>). This allocation leads to thicker stems, longer internodes, and increased leaf areas, all of which are associated with a more vigorous growth phase (<xref ref-type="bibr" rid="B85">Tandon et&#xa0;al., 2020</xref>).</p>
<p>In greenhouse experiments, as in the field survey, plant growth in response to CO<sub>2</sub> concentration contributed to the transition from the vegetative to the reproductive phase. Adequate vegetative growth, as observed at 400ppmCO<sub>2</sub>, characterized by long and thick stems and abundant leaves, was associated with a higher number of flowers (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6</bold>
</xref>, <xref ref-type="fig" rid="f10">
<bold>10</bold>
</xref>). On the other side, at 540ppmCO<sub>2</sub>, insufficient growth was observed, which hindered flowering (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6</bold>
</xref>, <xref ref-type="fig" rid="f10">
<bold>10</bold>
</xref>). In addition, at 400ppmCO<sub>2</sub>, flowering occurred earlier than under other conditions, while at 540ppmCO<sub>2</sub>, flowering was hindered. This may be associated with a greater allocation of resources to aboveground structures rather than belowground structures (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref>). Elevated CO<sub>2</sub> concentration also had an additional effect on plant flowering. These findings are in agreement with those of previous research (<xref ref-type="bibr" rid="B31">Jablonski et&#xa0;al., 2002</xref>), which also highlighted the influence of CO<sub>2</sub> concentration on the reproductive traits of various plant species.</p>
<p>Our study also revealed significant reductions in flower longevity, decreased flower abundance, and smaller flower size under 540ppmCO<sub>2</sub> (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). In the same context, several plant species (<italic>Trifolium pratense, Capsicum annuum</italic>, and <italic>Cucurbita pepo</italic>) exhibited a reduced number of flowers and shortened flower longevity under elevated CO<sub>2</sub> conditions (<xref ref-type="bibr" rid="B75">Rusterholz and Erhardt, 1998</xref>; <xref ref-type="bibr" rid="B45">L&#xf3;pez-Cubillos and Hughes, 2016</xref>). Conversely, different plant species (<italic>Phalaenopsis</italic> Queen Beer, <italic>Lotus corniculatus</italic>, <italic>Gerbera jamesonii</italic>, and <italic>Vitis vinifera</italic> L.) produce a greater number of larger flowers and experience extended flower longevity in response to elevated CO<sub>2</sub> conditions (<xref ref-type="bibr" rid="B75">Rusterholz and Erhardt, 1998</xref>; <xref ref-type="bibr" rid="B45">L&#xf3;pez-Cubillos and Hughes, 2016</xref>; <xref ref-type="bibr" rid="B2">Arrizabalaga-Arriazu et&#xa0;al., 2020</xref>). This highlights the divergent responses of plant species to elevated CO<sub>2</sub>, indicating that the impact varies depending on the specific plant type. Remarkably, traits like stigma receptivity and pollen viability also demonstrated increased vitality at the 400ppmCO<sub>2</sub> condition, which may contribute to the reproductive success of <italic>A. contorta</italic>. This parallels a study on maize crop production, where elevated CO<sub>2</sub> concentrations were found to have adverse effects not only on stigma receptivity and pollen viability but also on reproductive processes and yield (<xref ref-type="bibr" rid="B67">Prasad et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B5">Bokshi et&#xa0;al., 2021</xref>).</p>
<p>Moreover, it&#x2019;s important to highlight that 540ppmCO<sub>2</sub> appeared to be less favorable for overall growth, thereby promoting asexual reproduction which were the number of underground buds and shoots (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9E, F</bold>
</xref>). In the elevated CO<sub>2</sub>, the absence of flowering suggests that plants may have adopted an asexual reproduction strategy due to the challenging conditions for sexual reproduction. This trade-off highlights the flexibility of the reproductive strategies of mature <italic>A. contorta</italic>, suggesting dynamic resource allocation in response to different environmental cues to maximize overall reproductive fitness. This phenomenon aligns with observations in other plant species, such as <italic>Cirsium arvense</italic> and <italic>Taraxacum officinale</italic> (<xref ref-type="bibr" rid="B100">Ziska et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B48">McPeek and Wang, 2007</xref>). This shift towards increased asexual reproduction at 540ppmCO<sub>2</sub> could potentially lead to reduced genetic diversity. Such a change in reproductive strategy has implications for genetic variation, since it may limit the introduction of new genetic variations typically associated with sexual reproduction (<xref ref-type="bibr" rid="B53">Nakonechnaya et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B54">Nam et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B95">Yu et&#xa0;al., 2021</xref>).</p>
<p>Therefore, based on vigorous growth, mature <italic>A. contorta</italic> (e.g. 400ppm/V) may strategically allocate resources to maximize its sexual reproductive success; otherwise, it (eg. 540ppm/H) may invest in asexual reproduction (<xref ref-type="fig" rid="f11">
<bold>Figure&#xa0;11</bold>
</xref>). In response to elevated CO<sub>2</sub> concentrations, these findings suggest potential shifts in growth dynamics and reproductive patterns, while also shedding light on the broader ecological and evolutionary implications of resource allocation strategies in plant reproduction under the global environmental changes.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Interactive effects of elevated CO<sub>2</sub> and rhizome direction on <italic>A. contorta</italic>
</title>
<p>All morphological differences were influenced by either CO<sub>2</sub> concentrations or the direction of the rhizomes (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). A direct influence of CO<sub>2</sub> concentration on the number of shoots was observed, indicating that the production of new shoots from the rhizome system was stimulated by elevated CO<sub>2</sub> concentration. This finding aligns with previous research highlighting the impact of elevated CO<sub>2</sub> on increased asexual reproduction (<xref ref-type="bibr" rid="B100">Ziska et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B48">McPeek and Wang, 2007</xref>).</p>
<p>Rhizome direction also has emerged as a key determinant influencing various aspects of plant morphology, particularly stem thickness and the weight of dry leaves (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). This suggests that the rhizome direction plays a pivotal role in shaping the structural characteristics of the aboveground parts of the plant, potentially by affecting water, nutrient uptake and resource allocation (<xref ref-type="bibr" rid="B81">Silva et&#xa0;al., 2019</xref>). In situations where environmental conditions undergo rapid and unpredictable changes, the adaptability conferred by horizontal rhizomes becomes particularly advantageous (<xref ref-type="bibr" rid="B4">Berntson and Woodward, 1992</xref>). They are well-suited for scenarios where securing water resources swiftly is crucial, especially in arid regions. The distribution of rhizomes is recognized as critical for a plant&#x2019;s ability to acquire essential water and nutrients (<xref ref-type="bibr" rid="B50">Miao et&#xa0;al., 1992</xref>).</p>
<p>In contrast, vertical rhizomes, which had more flowers than horizontal rhizome (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>), can contribute to genetic stability and the promotion of evolutionary processes by facilitating the reliable transfer of genetic information from one generation to the next (<xref ref-type="bibr" rid="B37">Kobayashi, 2019</xref>). This is achieved through sexual reproduction, making them potentially more suited for stable and consistent environments (<xref ref-type="bibr" rid="B44">Liu et&#xa0;al., 2021</xref>). In the context of evolution, the adaptability of rhizome direction becomes a crucial factor (<xref ref-type="bibr" rid="B4">Berntson and Woodward, 1992</xref>). The documented enhancements in reproductive success associated with rhizome systems further support the idea that belowground factors play a significant role in influencing aboveground reproductive traits.</p>
<p>The influence of hormonal signaling pathways, such as auxin in the case of vertical rhizomes (<xref ref-type="bibr" rid="B78">Scott, 1972</xref>), in regulating growth responses to environmental cues further underscores the complex interplay between rhizome direction and environmental adaptability. Conversely, horizontal rhizomes may obstruct hormonal movement, leading to suboptimal growth conditions (<xref ref-type="bibr" rid="B49">Mellor et&#xa0;al., 2020</xref>). Therefore, under the same CO<sub>2</sub> concentration, horizontal rhizomes had a more detrimental effect on growth and development than vertical rhizomes.</p>
<p>The most remarkable outcomes stemmed from the interaction between CO<sub>2</sub> concentrations and rhizome directions (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). This interaction led to substantial variations in a range of morphological and reproductive traits, such as branch number, total branch length, single leaf area, and total leaf area (<xref ref-type="fig" rid="f11">
<bold>Figure&#xa0;11</bold>
</xref>, <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). These changes signify an impact in the plant&#x2019;s growth and structural characteristics when these factors are considered simultaneously. Furthermore, the interaction of CO<sub>2</sub> concentrations and rhizome direction significantly influenced sexual reproductive traits (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>; the number of flowers, flower longevity, perianth size, diameter of utricle, pollen grain size, stigmatic receptivity, and pollen viability). These changes in reproductive traits have important implications for the plant&#x2019;s overall reproductive success, suggesting that environmental variations can have far-reaching effects on its life cycle and ecological role. Therefore, our findings emphasize the intricate nature of plant responses to changes in CO<sub>2</sub> concentrations and rhizome directions, providing valuable insights into the adaptability of <italic>A. contorta</italic>. Moreover, understanding the ecological implications of these responses is crucial, especially in the context of ongoing global environmental changes.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Limitations and challenges</title>
<p>Our research provides valuable insights into how environmental factors affect <italic>A. contorta</italic>&#x2019;s growth and reproduction, yet it&#x2019;s conducted in controlled settings that may not fully reflect natural ecosystem complexities. The study&#x2019;s duration may also fall short of capturing <italic>A. contorta</italic>&#x2019;s long-term adaptations to increased CO<sub>2</sub>, indicating the necessity for longer observation in future research. The variability in plant responses to elevated CO<sub>2</sub> across different species, genotypes, and individuals highlights the challenge of generalizing findings and necessitates a broader spectrum of studies. Interactions with other environmental factors such as temperature, water availability, and nutrient levels further complicate the isolation of CO<sub>2</sub> effects. Additionally, the detailed physiological and molecular mechanisms underlying CO<sub>2</sub>&#x2019;s influence on plant growth remain partially understood, emphasizing the need for advanced, interdisciplinary approaches to unravel these complexities.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>Our study provided a comprehensive understanding of the various factors that influence the probability of flowering in mature <italic>A. contorta</italic> (<xref ref-type="fig" rid="f12">
<bold>Figure&#xa0;12</bold>
</xref>). The research encompassed field surveys and greenhouse treatments, revealing the intricate interplay of environmental and physiological elements in shaping plant reproductive patterns. Field surveys have underscored the pivotal roles of light intensity, soil water content, and rhizome direction in influencing growth and flowering. Greenhouse experiments have revealed the interactive effects of CO<sub>2</sub> concentration and rhizome conditions on flowering. CO<sub>2</sub> concentration and rhizome direction also influenced growth traits, emphasizing the significance of substantial vegetative growth for successful flowering. Additionally, elevated CO<sub>2</sub> concentrations exhibited diverse negative effects on the mature <italic>A. contorta</italic>&#x2019;s reproductive traits, impacting flower size, longevity, stigma receptivity, and pollen viability, showing the complex interplay between environmental conditions and reproductive outcomes. Remarkably, our findings highlighted how environmental factors can inhibit growth and, in turn, hinder the sexual reproduction of mature <italic>A. contorta</italic>. Moreover, it triggers a shift towards increased asexual reproduction at elevated CO<sub>2</sub> concentrations, potentially leading to reduced genetic diversity. These findings provide valuable insights into the adaptability and resource allocation strategies of mature <italic>A. contorta</italic> in response to ever-changing environmental cues. Moreover, our study sheds light on the broader ecological and evolutionary implications of these interactions, emphasizing the crucial role of environmental influences in shaping the reproductive patterns of mature <italic>A. contorta</italic>.</p>
<fig id="f12" position="float">
<label>Figure&#xa0;12</label>
<caption>
<p>Comprehensive understanding of various factors that influence the asexual and sexual reproductions in mature <italic>A. contorta</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1359783-g012.tif"/>
</fig>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>S-HP: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing &#x2013; original draft. JK: Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (NRF-2021R1I1A2041895) and by Korea Environment Industry &amp; Technology Institute (KEITI) through &#x2018;Wetland Ecosystem Value Evaluation and Carbon Absorption Value Promotion Technology Development Project&#x2019;, funded by Korea Ministry of Environment (MOE)(RS-2022-KE002025).</p>
</sec>
<sec id="s9" 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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s10" 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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