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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2022.891627</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Promoting Biodiversity Conservation Requires a Better Understanding of the Relationships Between Ecosystem Services and Multiple Biodiversity Dimensions</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Wu</surname> <given-names>Shuyao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1194556/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Yuqing</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1772044/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Hao</surname> <given-names>Chaozhi</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1771644/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Kaidi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1711508/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Wentao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1567011/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Linbo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Qingdao Institute of Humanities and Social Sciences, Shandong University</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Center for Yellow River Ecosystem Products, Shandong University</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Fenner School of Environment and Society, Australian National University</institution>, <addr-line>Canberra, ACT</addr-line>, <country>Australia</country></aff>
<aff id="aff4"><sup>4</sup><institution>School of Environmental Science and Engineering, Shandong University</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Orsolya Valk&#x00F3;, Hungarian Academy of Sciences, Hungary</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Jean-Olivier Goyette, Laval University, Canada</p></fn>
<corresp id="c001">&#x002A;Correspondence: Shuyao Wu, <email>wushuyao@email.sdu.edu.cn</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Conservation and Restoration Ecology, a section of the journal Frontiers in Ecology and Evolution</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>891627</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>03</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Wu, Chen, Hao, Liu, Zhang and Zhang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Wu, Chen, Hao, Liu, Zhang and Zhang</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>In order to reverse the global trend of biodiversity loss, the concept of ecosystem services has been widely applied to make policymakers and the general public realize that conserving biodiversity possesses both intrinsic and utilitarian values. However, to achieve this goal, it is necessary to first have a clear understanding of the relationships between biodiversity and ecosystem services (BES). To advance our understanding of this issue, we first reviewed the major progress in current BES studies, with an emphasis on three biodiversity dimensions (i.e., taxonomic diversity, functional diversity, and ecosystem diversity). Based on the findings, we then propose three research topics as future directions: (1) More direct and explicit studies on the effects of different dimensions of biodiversity on various ecosystem service types; (2) developing a biodiversity-based understanding of the formation of ecosystem services; (3) creation of science-based ecosystem management plans and policies that can maximize synergies between biodiversity conservation and ecosystem service enhancement. By conducting such research, we will be able to not only further understand the complex relationships between biodiversity and ecosystem services but also better promote the concept of ecosystem services for more successful biodiversity conservation in the future.</p>
</abstract>
<kwd-group>
<kwd>biodiversity conservation</kwd>
<kwd>ecosystem service</kwd>
<kwd>biodiversity dimension</kwd>
<kwd>review</kwd>
<kwd>future direction</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<contract-sponsor id="cn002">Natural Science Foundation of Shandong Province<named-content content-type="fundref-id">10.13039/501100007129</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="48"/>
<page-count count="7"/>
<word-count count="4453"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Natural ecosystems are the basis for human survival and the foundation for social stability and sustainable development. However, according to the 2019 report by the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES), the global biodiversity level and 23 essential ecosystem service indicators all showed declining trends in the past 50 years (<xref ref-type="bibr" rid="B20">Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services., 2019</xref>). In order to decelerate and reverse the trends, many ideas, goals and approaches have been proposed and implemented, such as the &#x201C;30 by 30&#x201D; goal, &#x201C;Half-Earth&#x201D; target, nature-based solutions, etc. (<xref ref-type="bibr" rid="B33">Pimm et al., 2018</xref>; <xref ref-type="bibr" rid="B3">Anderson et al., 2019</xref>; <xref ref-type="bibr" rid="B12">Dinerstein et al., 2019</xref>). Among the ideas, one particular school of thought is to incorporate the relatively more anthropocentric concept of ecosystem services, which can be defined as nature&#x2019;s contribution to human wellbeing, into biodiversity conservation (<xref ref-type="bibr" rid="B26">Mace et al., 2012</xref>; <xref ref-type="bibr" rid="B31">Pearson, 2016</xref>). One of the strong drivers behind such proposals is to make policymakers and the general public realize that conserving biodiversity also helps to preserve the essential benefits people obtain from nature (<xref ref-type="bibr" rid="B38">The Economics of Ecosystem and Biodiversity, 2012</xref>; <xref ref-type="bibr" rid="B4">Bai et al., 2018</xref>). To achieve this goal, it is paramount to first have a clear understanding of the relationships between biodiversity and ecosystem services.</p>
<p>According to the Convention on Biological Diversity, biodiversity should be viewed as &#x201C;the variability among living organisms from all sources,&#x201D; which includes &#x201C;diversity within species, between species and of ecosystems&#x201D; (<xref ref-type="bibr" rid="B40">United Nations, 1992</xref>). Based on this definition, we can see that the meaning of biodiversity is multidimensional and has several aspects across scales. At the same time, the connotation of ecosystem services is also diverse (<xref ref-type="bibr" rid="B38">The Economics of Ecosystem and Biodiversity, 2012</xref>). In the seminal work by <xref ref-type="bibr" rid="B10">Costanza et al. (1997)</xref>, they presented a total of 17 important ecosystem services and estimated their values around the world. Later on, the Millennium Ecosystem Assessment initiated by the United Nations classified these ecosystem services into four categories, namely provisioning, regulating, cultural, and supporting services (<xref ref-type="bibr" rid="B29">Millennium Ecosystem Assessment, 2005</xref>). This classification has also been adapted in the recently released System of Environmental Economic Accounting&#x2014;Ecosystem Accounting, which depicts over 30 ecosystem service types (<xref ref-type="bibr" rid="B41">United Nations Committee of Experts on Environmental-Economic Accounting, 2021</xref>).</p>
<p>These various ecosystem services will not form without the support of biodiversity. According to the ecosystem service cascade framework proposed by <xref ref-type="bibr" rid="B15">Haines-Young and Potschin (2010)</xref>, the effect pathways of ecosystem services can be summarized as from ecosystem &#x201C;structure and process&#x201D; to &#x201C;functions,&#x201D; then to &#x201C;services,&#x201D; then to socio-economic &#x201C;benefits,&#x201D; and finally to the promotion of human &#x201C;values.&#x201D; This framework establishes a link between natural ecosystems and socio-economic systems. There is mounting evidence showing that biodiversity, as one of the important characteristics of ecosystem structure, is the main driver and regulator of many crucial ecosystem functions (<xref ref-type="bibr" rid="B21">Isbell et al., 2011</xref>; <xref ref-type="bibr" rid="B19">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B1">Albrecht et al., 2021</xref>). Biodiversity can affect ecosystem functions like productivity, carbon storage and nutrient supply through mechanisms such as interspecific complementation, increased resource utilization and reduced disturbance (<xref ref-type="bibr" rid="B39">Tilman et al., 2014</xref>; <xref ref-type="bibr" rid="B37">Slade et al., 2019</xref>). Since ecosystem services are derived directly from these ecosystem functions, the supply of ecosystem services will also be significantly affected by the biodiversity (<xref ref-type="bibr" rid="B44">Wu and Li, 2019</xref>).</p>
<p>Recently, multiple major achievements have been made regarding the understanding of the relationships between biodiversity and ecosystem functions (<xref ref-type="bibr" rid="B7">Bongers et al., 2021</xref>; <xref ref-type="bibr" rid="B18">Hong et al., 2022</xref>; <xref ref-type="bibr" rid="B35">Scherer-Lorenzen et al., 2022</xref>). Compared with ecosystem functions, ecosystem services are more closely linked to human wellbeing (<xref ref-type="bibr" rid="B27">Manning et al., 2018</xref>). Nonetheless, how biodiversity affects ecosystem services still remains an open question (<xref ref-type="bibr" rid="B25">Maasri et al., 2022</xref>). Here, to advance our understanding of this important question, we first reviewed major progress in the studies on the relationships between biodiversity and ecosystem service (BES), with an emphasis on three important dimensions of biodiversity. They are taxonomic diversity, functional diversity and ecosystem diversity, which represent the biodiversity dimensions at both interspecies and ecosystem levels. Then, we summarized current challenges and proposed possible future directions of BES studies.</p>
</sec>
<sec id="S2">
<title>Current Advances in Biodiversity and Ecosystem Service Research</title>
<p>Over the past two decades, the relationships between biodiversity and ecosystem services have become one of the research hotspots in the fields of both ecosystem services and biodiversity conservation. Based on the search results from the ISI Web of Knowledge database, more than 16,000 relevant studies have been published with an increasing trend during the period from 2001 to 2020 (<xref ref-type="fig" rid="F1">Figure 1</xref>). However, if we break down these BES studies into different biodiversity dimensions and service types, we found that not all dimensions of biodiversity and types of services received the same amount of attention (<xref ref-type="fig" rid="F1">Figures 1A,B</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Number of publications on biodiversity and ecosystem services from 2001 to 2020 in the ISI Web of Knowledge database. <bold>(A)</bold> The columns (right <italic>y</italic>-axis) represent the &#x201C;Overall&#x201D; search results using &#x201C;biodiversity&#x201D; and &#x201C;ecosystem service&#x002A;&#x201D; as topic terms; the lines (left <italic>y</italic>-axis) represent refined search results using different dimensions of biodiversity as topic terms (only a total of four &#x201C;phenotypic diversity&#x201D; related publications found in 2005, 2008, 2010, and 2015). <bold>(B)</bold> The refined search results using different types of ecosystem services as topic terms.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-891627-g001.tif"/>
</fig>
<p>Among the three biodiversity dimensions, taxonomic diversity (or species diversity), which is the representation of biodiversity at the species level, received the most research attention (<xref ref-type="fig" rid="F1">Figure 1A</xref>). This is understandable since taxonomic diversity has also been the major focus of biodiversity conservation studies and policies for a very long time. Some major advances in the BES studies involving taxonomic species include <xref ref-type="bibr" rid="B24">Letourneau et al. (2011)</xref> systematic analysis of 552 experimental results in 45 related studies of agroecosystems. They found that 39% of the experiments suggested that high taxonomic diversity increased food production, but 61% of the results showed that production decreased with the increase of species diversity. On the other hand, <xref ref-type="bibr" rid="B14">Gamfeldt et al. (2013)</xref>&#x2019;s extensive survey results of 4,335 forest plots in Sweden found that the supply level of multiple ecosystem services was generally higher in areas with higher taxonomic diversity. In 2016, <xref ref-type="bibr" rid="B34">Ricketts et al. (2016)</xref> presented their systematic review of over 500 studies on biodiversity and ecosystem services and summarized three general types of analysis methods for this issue. However, the conclusions of different analysis methods were found to be inconsistent and heavily affected by scale effects. More recently, <xref ref-type="bibr" rid="B6">Biber et al. (2020)</xref> also projected that only neutral or weak synergistic relationships exist between biodiversity and wood production as well as carbon sequestration by using simulation models under three combined climate and socio-economic scenarios across Europe. All of these mixed results suggest that we are still far from fully comprehending the relationship between taxonomic diversity and ecosystem service supply.</p>
<p>Another dimension of biodiversity that is receiving more and more attention from the research community is functional diversity and its effects on the supply of ecosystem services (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Functional diversity refers to the variation range of functional characteristics among species in a community or the value and range of functional characteristics of all species in a specific ecosystem (<xref ref-type="bibr" rid="B32">Petchey and Gaston, 2002</xref>). In recent years, functional traits of plants have gradually been seen as an effective tool to reveal the formation mechanism of ecosystem functions (<xref ref-type="bibr" rid="B8">Cadotte et al., 2011</xref>; <xref ref-type="bibr" rid="B5">Balzan et al., 2016</xref>). This is mainly due to the fact that the various functional traits of plants can reflect the differences in resource acquisition ability among plant species in the community and plants&#x2019; adaptability to environmental changes (<xref ref-type="bibr" rid="B11">D&#x00ED;az et al., 2007</xref>). At present, studies have tried to quantify the relationships between plant functional diversity and some important ecosystem functions by using observation quadrats, remote sensing data and controlled experiments. For example, <xref ref-type="bibr" rid="B7">Bongers et al. (2021)</xref> analyzed the functional characteristics of 38 species of trees in 478 biodiversity control plots and found that functional diversity became the main predictor of tree productivity after 7 years of the experiment establishment. <xref ref-type="bibr" rid="B13">Furey and Tilman (2021)</xref> also found that higher functional diversity could effectively improve soil fertility by analyzing the long-term data of a grassland biodiversity control experiment for 23 years. It was shown that soil nitrogen, potassium, calcium, magnesium, cation exchange capacity, and carbon in high functional diversity areas increased by about 30&#x2013;90% compared with areas with only one species. On the other hand, negative relationships between functional diversity and ecosystem functions have also been reported. <xref ref-type="bibr" rid="B47">Yi et al. (2022)</xref> explored the relationship between structural differences and vegetation productivity by using the long-term survey and LiDAR data of nine different succession stages of a one-hectare forest plot. The findings suggested that the asymmetric competition between upper and lower crowns for light resources might lead to a negative correlation between canopy structural diversity and productivity. Nevertheless, most studies involving functional traits focus on their effects on ecosystem functions rather than services. Direct research on the impacts of plant functional diversity on explicit ecosystem service supply (e.g., cultural services such as recreation, education, aesthetics, etc.) is still in its infancy and no unified conclusion has been drawn yet.</p>
<p>Compared to taxonomic and functional diversity, ecosystem diversity (or habitat diversity), which stands for the number, kinds and patterns of landscape ecosystems and their processes, has received much less attention in BES research (<xref ref-type="bibr" rid="B23">Lapin and Barnes, 1995</xref>; <xref ref-type="fig" rid="F1">Figure 1A</xref>). Since there are differences in the main types of ecosystem services provided by different ecosystems (e.g., forests, grasslands, wetlands, etc.), greater ecosystem diversity can lead to more diverse supplies of ecosystem services (<xref ref-type="bibr" rid="B2">Alsterberg et al., 2017</xref>; <xref ref-type="bibr" rid="B45">Xie et al., 2017</xref>). Currently, empirical evidence on the effects of different habitat diversity levels on ecosystem service supply is still lacking. Some attempts include <xref ref-type="bibr" rid="B36">Shen et al. (2020)</xref> study, which identified seven ecosystem service clusters in the Beijing-Tianjin-Hebei region of China, and found that the service clusters provided by different land cover compositions vary largely. This result demonstrates that trade-offs among ecosystem services might be common in areas with different ecosystem compositions. Moreover, <xref ref-type="bibr" rid="B30">Oehri et al. (2020)</xref> also analyzed the abundance of land cover types and landscape productivity in 4,974 plots ranging from 6.25 to 25 hectares in the European Alps and concluded that there was a significant positive correlation between more diverse land cover types and landscape productivity as well as its temporal stability. Furthermore, <xref ref-type="bibr" rid="B46">Yang et al. (2021)</xref> used the villages and towns in Sichuan, China as research units and reported a strong correlation between landscape-scale diversity indices and three types of ecosystem services, namely soil conservation, water conservation, and carbon sequestration. Despite these efforts, a lot more studies are needed to answer how ecosystem diversity could affect the supply of ecosystem services at the landscape scale and what the potential effect pathways are.</p>
<p>In terms of the types of ecosystem service considered, our review agreed with <xref ref-type="bibr" rid="B17">Harrison et al. (2014)</xref> finding that most BES studies considered multiple ecosystem service types. In addition, we also found that cultural services are the most common topic followed by provisioning and regulating services such as biomass production, climate regulation and erosion control in BES research (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Multiple other reviews have also shown that different ecosystem services respond differently to the influence of biodiversity. For instance, after systematically analyzing 108 relevant studies on the relationship between 40 functional traits and 11 grassland ecosystem services, <xref ref-type="bibr" rid="B16">Hanisch et al. (2020)</xref> suggested that different ecosystem services could have distinct associations with various functional traits. Some associations (e.g., the one between biomass production and root tissue density) could be positive and strong; while others (e.g., the one between climate regulation and specific leaf area) could be negative and weak. Similarly, <xref ref-type="bibr" rid="B48">Zheng et al. (2021)</xref> conducted a meta-analysis on the association between 13 forest ecosystem services and 79 plant traits and discovered six groups of common &#x201C;trait-service clusters&#x201D; in forest ecosystems. They also found that many of the clusters among ecosystem services and various plant traits were not stable and could vary greatly in different environments. Nevertheless, there has been very little research into whether various ecosystem services have the same associations with different biodiversity dimensions.</p>
</sec>
<sec id="S3" sec-type="discussion">
<title>Discussion</title>
<p>After reviewing the current advances in BES research, we found that there are still great uncertainties in the current BES study results regarding how biodiversity affects the supply of ecosystem services (<xref ref-type="fig" rid="F2">Figure 2</xref>). The academic community has not yet reached a consistent conclusion on the formulation of universal strategies for biodiversity conservation and ecosystem service enhancement. Studies have shown that great complexity is embedded in both ecosystem services and biodiversity (<xref ref-type="bibr" rid="B28">Meyer et al., 2018</xref>). On one hand, ecosystem services might be the result of multiple instead of one single ecosystem function (<xref ref-type="bibr" rid="B9">Cardinale et al., 2012</xref>; <xref ref-type="bibr" rid="B16">Hanisch et al., 2020</xref>). For instance, the temperature regulation service provided by urban greenery is the result of both evapotranspiration and shade provision (<xref ref-type="bibr" rid="B43">Wong et al., 2021</xref>). On the other hand, biodiversity includes many aspects across different dimensions. These biodiversity dimensions might not act equally in terms of influencing the supply of ecosystem services (<xref ref-type="bibr" rid="B17">Harrison et al., 2014</xref>; <xref ref-type="bibr" rid="B34">Ricketts et al., 2016</xref>). Some studies emphasized the importance of functional diversity; whereas others showed significant effects of species richness and ecosystem diversity. The lack of empirical evidence of the relationships between multiple biodiversity components and ecosystem services makes it difficult to reach more general conclusions on BES relationships.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Conceptual diagram of the future research needs on the relationships between multiple biodiversity dimensions and ecosystem service supply. Line widths correspond to the number of relevant publications found in our literature search from 2001 to 2020.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-891627-g002.tif"/>
</fig>
<p>To address these challenges, we propose three possible research directions for future BES studies. The first and foremost is the need for more direct and explicit studies that quantify the effects of different dimensions of biodiversity on various ecosystem service types, especially from the perspectives of currently overlooked dimensions. For example, measurements of all taxonomic, functional and ecosystem diversity in experimental or observation plots can be recorded along with the data of ecosystem services to explore the potential effects of each biodiversity dimension on service supply. These studies should also be conducted across different times, places and environmental change scenarios to obtain more universal patterns (<xref ref-type="bibr" rid="B22">Isbell et al., 2018</xref>). Secondly, we suggest developing a biodiversity-based understanding of the formation of ecosystem services. For instance, functional trait-based mechanisms can be hypothesized and tested to explain the formation of ecosystem service supply under different environmental conditions (<xref ref-type="bibr" rid="B42">van der Plas et al., 2020</xref>). The results from biodiversity-ecosystem functioning studies can be used to identify potential candidate traits, such as those related to the leaf economics spectrum, leaf structure, leaf chemicals, stomatal conductance, stem hydraulics, etc. (<xref ref-type="bibr" rid="B7">Bongers et al., 2021</xref>). Last but not least, how to create ecosystem management plans and policies that can maximize synergies between biodiversity conservation and ecosystem service enhancement should also be a research focus for broader BES results applications. Policies like the Ecological Redline Policy proposed by the Chinese government to promote sustainable land use planning can greatly benefit from such research (<xref ref-type="bibr" rid="B4">Bai et al., 2018</xref>). By conducting these studies, we will be able to not only further understand the complex relationships between biodiversity and ecosystem service supply but also better promote the concept of ecosystem services for more successful biodiversity conservation in the future.</p>
</sec>
<sec id="S4" 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/s.</p>
</sec>
<sec id="S5">
<title>Author Contributions</title>
<p>SW contributed to the conception and design of the study and wrote the first draft of the manuscript. YC, CH, KL, WZ, and LZ contributed to the design of the study and wrote sections of the manuscript. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S6" sec-type="funding-information">
<title>Funding</title>
<p>We thank the National Natural Science Foundation of China and the Natural Science Foundation of Shandong Province for funding this research.</p>
</sec>
<ack>
<p>We thank the National Natural Science Foundation of China and the Natural Science Foundation of Shandong Province for funding this research.</p>
</ack>
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