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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2013.00064</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Microbes on the Cliff: Alpine Cushion Plants Structure Bacterial and Fungal Communities</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Roy</surname> <given-names>J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001">&#x0002A;</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Albert</surname> <given-names>C. H.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ibanez</surname> <given-names>S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Saccone</surname> <given-names>P.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zinger</surname> <given-names>L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Choler</surname> <given-names>P.</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 contrib-type="author">
<name><surname>Cl&#x000E9;ment</surname> <given-names>J.-C.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Lavergne</surname> <given-names>S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Geremia</surname> <given-names>R. A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>UMR CNRS-UJF 5553, Laboratoire d&#x02019;Ecologie Alpine, Universit&#x000E9; de Grenoble</institution> <country>Grenoble, France</country></aff>
<aff id="aff2"><sup>2</sup><institution>UMS CNRS-UJF 3370, Station Alpine J. Fourier, Universit&#x000E9; de Grenoble</institution> <country>Grenoble, France</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Jeanette M. Norton, Utah State University, USA</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Jeanette M. Norton, Utah State University, USA; Christopher Blackwood, Kent State University, USA; Maja Sundqvist, Swedish University of Agricultural Sciences, Sweden</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: J. Roy, Laboratoire d&#x02019;Ecologie Alpine, UMR CNRS-UJF 5553, Universit&#x000E9; de Grenoble, 2233 Rue de la Piscine, 38041 Grenoble Cedex 09, France. e-mail: <email>royju&#x00040;mail.ujf-grenoble.fr</email></p></fn>
<fn fn-type="present-address" id="fn002"><p><sup>&#x02020;</sup>Present address: C. H. Albert, McGill University, Department of Biology, Montreal, QC, Canada; S. Ibanez, Swiss Federal Research Institute WSL, Ecosystem Boundaries Research Unit, Bellinzona, Switzerland; P. Saccone, Department of Biology, University of Oulu, Box 3000, FI-90014 Oulu, Finland.</p></fn>
<fn fn-type="other" id="fn003"><p>This article was submitted to Frontiers in Terrestrial Microbiology, a specialty of Frontiers in Microbiology.</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>03</month>
<year>2013</year>
</pub-date>
<pub-date pub-type="collection">
<year>2013</year>
</pub-date>
<volume>4</volume>
<elocation-id>64</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>11</month>
<year>2012</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>03</month>
<year>2013</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2013 Roy, Albert, Ibanez, Saccone, Zinger, Choler, Cl&#x000E9;ment, Lavergne and Geremia.</copyright-statement>
<copyright-year>2013</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/3.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.</p></license>
</permissions>
<abstract>
<p>Plants affect the spatial distribution of soil microorganisms, but the influence of the local abiotic context is poorly documented. We investigated the effect of a single plant species, the cushion plant <italic>Silene acaulis</italic>, on habitat conditions, and microbial community. We collected soil from inside (In) and outside (Out) of the cushions on calcareous and siliceous cliffs in the French Alps along an elevation gradient (2,000&#x02013;3,000&#x02009;masl). The composition of the microbial communities was assessed by Capillary-Electrophoresis Single Strand Conformation Polymorphism (CE-SSCP). Univariate and multivariate analyses were conducted to characterize the response of the microbial beta-diversity to soil parameters (total C, total N, soil water content, <inline-formula><mml:math id="M1"><mml:mrow><mml:mstyle class="text"><mml:mtext>N</mml:mtext></mml:mstyle><mml:mo class="MathClass-bin">-</mml:mo><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>NH</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">&#x0002B;</mml:mo></mml:mrow></mml:msubsup><mml:mo class="MathClass-punc">,</mml:mo><mml:mspace width="0.3em" class="thinspace"/><mml:mstyle class="text"><mml:mtext>N</mml:mtext></mml:mstyle><mml:mo class="MathClass-bin">-</mml:mo><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>NO</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">-</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula>, and pH). Cushions affected the microbial communities, modifying soil properties. The fungal and bacterial communities did not respond to the same abiotic factors. Outside the cushions, the bacterial communities were strongly influenced by bedrock. Inside the cushions, the bacterial communities from both types of bedrock were highly similar, due to the smaller pH differences than in open areas. By contrast, the fungal communities were equally variable inside and outside of the cushions. Outside the cushions, the fungal communities responded weakly to soil pH. Inside the cushions, the fungal communities varied strongly with bedrock and elevation as well as increases in soil nutrients and water content. Furthermore, the dissimilarities in the microbial communities between the In and Out habitats increased with increasing habitat modification and environmental stress. Our results indicate that cushions act as a selective force that counteracts the influence of the bedrock and the resource limitations on the bacterial and fungal communities by buffering soil pH and enhancing soil nutrients. Cushion plants structure microbial communities, and this effect increases in stressful, acidic and nutrient-limited environments.</p>
</abstract>
<kwd-group>
<kwd>soil microbial communities</kwd>
<kwd>beta-diversity</kwd>
<kwd>elevation gradients</kwd>
<kwd>ecosystem engineering</kwd>
<kwd>foundation species</kwd>
<kwd>molecular fingerprint</kwd>
<kwd>alpine ecosystems</kwd>
<kwd><italic>Silene acaulis</italic></kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="55"/>
<page-count count="14"/>
<word-count count="8760"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="introduction">
<title>Introduction</title>
<p>Soil microbial communities are a major component of the biosphere and play a critical role in nutrient cycling and ecosystem functioning (van der Heijden et al., <xref ref-type="bibr" rid="B48">2008</xref>). Consequently, identifying the key factors that control their composition is of great interest. The recent development of molecular tools has permitted a more thorough study of these communities. Abiotic factors such as soil pH and soil nutrient availability have been identified as key determinants of the richness and composition of microbial communities (Fierer and Jackson, <xref ref-type="bibr" rid="B23">2006</xref>; Lauber et al., <xref ref-type="bibr" rid="B33">2008</xref>). The changes in these factors along elevation gradients have been shown to drive compositional changes in microbial communities (Bryant et al., <xref ref-type="bibr" rid="B14">2008</xref>; Fierer et al., <xref ref-type="bibr" rid="B24">2011</xref>; Singh et al., <xref ref-type="bibr" rid="B46">2012</xref>; Wang et al., <xref ref-type="bibr" rid="B49">2012</xref>). In addition, single plant affects the composition of soil microbial communities (Kowalchuk et al., <xref ref-type="bibr" rid="B31">2002</xref>) and plant cover is known to be a central driver of the spatial distribution of soil microorganisms (Eskelinen et al., <xref ref-type="bibr" rid="B21">2009</xref>; Zinger et al., <xref ref-type="bibr" rid="B55">2011</xref>). This status could result from the direct effect of species-specific mutualistic associations (Berg and Smalla, <xref ref-type="bibr" rid="B12">2009</xref>; Hartmann et al., <xref ref-type="bibr" rid="B25">2009</xref>) or from an indirect effect, as plants influence the physico-chemical properties of soil through litter deposition and root exudation of organic compounds (Eviner and Chapin, <xref ref-type="bibr" rid="B22">2003</xref>; Bais et al., <xref ref-type="bibr" rid="B9">2006</xref>). Despite recent insights into the biotic and abiotic factors affecting microbial communities (Zinger et al., <xref ref-type="bibr" rid="B55">2011</xref>), three main issues impede our understanding of the underlying processes: (i) the complexity of the systems that are typically surveyed, which often involve multiple plant species and mature soils; (ii) the strong connection between soils and plant characteristics; and (iii) the lack of comparative analyses along environmental gradients that would allow us to assess how ecological processes can be affected by changes in abiotic variables.</p>
<p>We propose that cushion plants are an ideal model to simultaneously address these limitations and better understand how the interactions between biotic and abiotic factors may structure soil microbial communities. Cushion plants are a common growth form in alpine ecosystems (K&#x000F6;rner, <xref ref-type="bibr" rid="B30">2003</xref>) and provide a natural system with three main characteristics: (i) they are single or very dominant plants in a highly mineral matrix and can be seen as unique fertility hotspots in the desert, particularly in rocky landscapes with alpine cliffs where plant cover is very sparse or non-existent (K&#x000F6;rner, <xref ref-type="bibr" rid="B30">2003</xref>); (ii) they present a <italic>de novo</italic> soil formation resulting solely from the accumulation of its own living and dead tissues, thus reducing the confounding effect of other carbon sources that occur in mature soils; and (iii) they are broadly distributed along strong environmental gradients (e.g., elevation, bedrock). High mountain environments are characterized by low air and soil temperatures, high levels of solar radiation and wind exposure and strong effects on biotic communities (K&#x000F6;rner, <xref ref-type="bibr" rid="B30">2003</xref>). Consequently, cushion plants can be studied across broad altitudinal gradients to better understand how temperature and other associated abiotic factors that change with elevation can influence community and ecosystem properties. For these reasons, cushion plants have been extensively studied to determine how a single organism may modify local habitat conditions with consequences for the distribution and performance of other organisms. This type of non-trophic ecological interaction that strongly affects the community structure is referred to as ecosystem engineering (Jones et al., <xref ref-type="bibr" rid="B28">1994</xref>, <xref ref-type="bibr" rid="B29">1997</xref>). The low, compact stature and thick canopy of cushion plants is known to buffer temperatures and increase nutrient availability and water content compared to adjacent open areas (Arroyo et al., <xref ref-type="bibr" rid="B6">2003</xref>; Cavieres et al., <xref ref-type="bibr" rid="B18">2007</xref>; Yang et al., <xref ref-type="bibr" rid="B52">2010</xref>; Anthelme et al., <xref ref-type="bibr" rid="B4">2012</xref>). They are known to positively affect the richness of local plant (Badano et al., <xref ref-type="bibr" rid="B8">2002</xref>; Arroyo et al., <xref ref-type="bibr" rid="B6">2003</xref>; Badano and Cavieres, <xref ref-type="bibr" rid="B7">2006</xref>; Cavieres et al., <xref ref-type="bibr" rid="B17">2006</xref>; Antonsson et al., <xref ref-type="bibr" rid="B5">2009</xref>; Sklenar, <xref ref-type="bibr" rid="B47">2009</xref>; Yang et al., <xref ref-type="bibr" rid="B52">2010</xref>; Anthelme et al., <xref ref-type="bibr" rid="B4">2012</xref>; Molenda et al., <xref ref-type="bibr" rid="B36">2012</xref>) and arthropod communities (Molina-Montenegro et al., <xref ref-type="bibr" rid="B37">2006</xref>; Molenda et al., <xref ref-type="bibr" rid="B36">2012</xref>). For instance, by maintaining their effect on temperature and nutrients, the positive effect of cushions on neighboring plants is accentuated by environmental stress (Arroyo et al., <xref ref-type="bibr" rid="B6">2003</xref>; Badano and Cavieres, <xref ref-type="bibr" rid="B7">2006</xref>; Antonsson et al., <xref ref-type="bibr" rid="B5">2009</xref>; Yang et al., <xref ref-type="bibr" rid="B52">2010</xref>; Anthelme et al., <xref ref-type="bibr" rid="B4">2012</xref>). One can assume that cushion plants should similarly structure the composition of microbial communities within cliff soils along environmental gradients. Inside the cushion, we predict a convergence of microbial communities due to the local environmental buffering that is created by the cushion plant. Outside the cushion, we anticipate contrasting communities due to their response to bedrock type and elevation.</p>
<p>The goal of this study was to determine the extent to which cushions affect the abiotic characteristics of the surrounding soils and the associated bacterial and fungal communities along the elevation gradient and on different bedrock types. We chose <italic>Silene acaulis</italic> (Caryophyllaceae) as our study species. This alpine species is common in fell-fields and cliff ecosystems. It forms large cushions (up to 60&#x02009;cm in diameter), occurs over a large elevation range (from nearly 2000 to 3000&#x02009;masl) and is able to grow on both calcareous and siliceous bedrocks. We collected soil from inside and outside of <italic>S. acaulis</italic> cushions on highly rocky slopes and cliffs, along replicated elevational transects in two mountains ranges that differed in bedrock type.</p>
</sec>
<sec sec-type="materials|methods">
<title>Materials and Methods</title>
<sec>
<title>Study site and sample collection</title>
<p>The fieldwork was conducted near the Lautaret Pass and the Station Alpine Joseph Fourier in the southern French Alps (Hautes-Alpes, 05) during September 2009. We investigated patches of cushion plants distributed along elevation gradients on steep, south-facing, rocky slopes and cliffs ranging from 2,000 to 3,000&#x02009;masl. The sampling was conducted in two distinct mountain ranges: the calcareous Cerces and the siliceous Combeynots Mountains (Figure <xref ref-type="fig" rid="F1">1</xref>). In each mountain range, we selected three summits for sampling along elevation transects (summit names are indicated in Figure <xref ref-type="fig" rid="F1">1</xref> and are referred to as CI, CII, CIII and SI, SII, SIII for calcareous and siliceous massifs, respectively). On each summit, we sampled three populations of <italic>S. acaulis</italic> along elevation (Figure <xref ref-type="fig" rid="F1">1</xref>). For each population, five cushions were randomly selected. For each cushion, three soil cores were sampled inside the cushion (In habitat), and three cores were collected 10&#x02013;20&#x02009;cm away from the cushion&#x02019;s edge (Out habitat). The three soil cores were pooled to yield five composite samples per habitat type and population. Soil cores were 5&#x02009;cm deep and 5&#x02009;cm in diameter. Due to the highly constrained sampling conditions, soil cores intended for microbial DNA analysis were conditioned in silica gel.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>Sampling design of the study</bold>. Replicated elevational transects are named CI, CII, and CIII for the Tour Termier, Roche Colombe, and Aiguillette du Lauzet, respectively in the calcareous Cerces Mountains, and SI, SII, and SIII for Pic du Lac des Combeynots, Pointe du Fontenil, and Pointe de l&#x02019;Etendard, respectively in the siliceous Combeynots Mountains.</p></caption>
<graphic xlink:href="fmicb-04-00064-g001.tif"/>
</fig>
</sec>
<sec>
<title>Characterization of abiotic conditions</title>
<p>Fresh soil sub-samples were used for measurements of the gravimetric soil water content (SWC) at 105&#x000B0;C and the soil pH in the water (Robertson et al., <xref ref-type="bibr" rid="B43">1999</xref>). The total C and N soil contents were measured with a FlashEA 1112 CN elemental analyzer (Thermo Fisher Scientific, Waltham, MA, USA). Fresh soil sub-samples were also extracted for <inline-formula><mml:math id="M2"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>NO</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">-</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M3"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>NH</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> analysis by shaking for 1&#x02009;h in 2&#x02009;M KCl at 20&#x000B0;C, followed by filtration through Whatman paper. Soil extracts were analyzed for <inline-formula><mml:math id="M4"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NO</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">-</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M5"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NH</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> using standardized protocols on a Flow Solution IV colorimetric chain (OI-Analytical Corp., College Station, TX, USA).</p>
</sec>
<sec>
<title>Microbial community analysis</title>
<p>The molecular profiles of bacterial and fungal communities were obtained by Capillary-Electrophoresis Single Strand Conformation Polymorphism (CE-SSCP), a method that does not permit the identification of microbial taxa but instead provides a high resolution, reproducible picture of microbial communities for a large number of samples (Zinger et al., <xref ref-type="bibr" rid="B54">2007</xref>, <xref ref-type="bibr" rid="B53">2008</xref>, <xref ref-type="bibr" rid="B55">2011</xref>). Soil DNA extractions were completed with the PowerSoil Well Soil DNA Isolation Kit (MO BIO Laboratoires, Ozyme, St. Quentin en Yvelines, France). Because the DNA extraction kit was designed for wet soils, we performed extractions with varying masses of dry soil, followed by DNA quantification with a NanoDrop ND 1000 (NanoDrop Technologies) and immediate verification by 1% agarose gel electrophoresis. Successful extraction was obtained with 0.07&#x02013;0.10&#x02009;g of soil. We amplified the V3 region of bacterial 16S RNA genes with the primers W49 (5&#x02032;-ACGGTCCAGA CTCCTACGGG-3&#x02032;) and W104-FAM labeled (5&#x02032;-TTACCG CGGCTGCTGGCAC-3&#x02032;) (Delbes et al., <xref ref-type="bibr" rid="B20">2000</xref>) and the fungal ITS1 (Internal Transcribed Spacer) region with the primers ITS5 (5&#x02032; GGAAGTAAAAGTCGTAACAACG-3&#x02032;) and ITS2-HEX labeled (5&#x02032;-GCTGCGTTCTTCATCGATGC-3&#x02032;) (White et al., <xref ref-type="bibr" rid="B50">1990</xref>). The PCR reactions (25&#x02009;&#x003BC;l) contained 2.5&#x02009;mM MgCl<sub>2</sub>, 1&#x02009;U AmpliTaq GoldTM buffer, 20&#x02009;g&#x02009;l<sup>&#x02212;1</sup> bovine serum albumin, 0.1&#x02009;mM each dNTP, 0.26&#x02009;mM each primer, 2&#x02009;U AmpliTaq Gold DNA polymerase (Applied Biosystems, Courtaboeuf, France) and 10&#x02009;ng DNA template. PCR was performed as follows for bacteria: an initial step at 95&#x000B0;C (10&#x02009;min), followed by 30 cycles at 95&#x000B0;C (30&#x02009;s), 56&#x000B0;C (15&#x02009;s), and 72&#x000B0;C (20&#x02009;s) and a final step at 72&#x000B0;C (7&#x02009;min). For fungi, the PCR protocol was as follows: an initial step at 95&#x000B0;C (10&#x02009;min), followed by 33 cycles at 95&#x000B0;C (30&#x02009;s), 54&#x000B0;C (15&#x02009;s), and 72&#x000B0;C (30&#x02009;s) and a final step at 72&#x000B0;C (7&#x02009;min). Community molecular fingerprints were obtained by submitting the PCR products to CE-SSCP analysis as previously described (Zinger et al., <xref ref-type="bibr" rid="B54">2007</xref>). The fluorescence profiles corresponded to the abundance of sorted DNA fragments according to their length and nucleotide composition.</p>
<p>Capillary-Electrophoresis Single Strand Conformation Polymorphism analysis was performed on an ABI Prism 3130 XL genetic analyzer (Applied Biosystems, Courtaboeuf, France) as described elsewhere (Zinger et al., <xref ref-type="bibr" rid="B53">2008</xref>) and were visually checked individually. CE-SSCP profiles were normalized prior to statistical analysis.</p>
</sec>
<sec>
<title>Data analysis</title>
<p>The abiotic characteristics were analyzed according to a generalized linear mixed model (Pinheiro and Bates, <xref ref-type="bibr" rid="B41">2000</xref>) to account for the hierarchical sampling design and to test for the effect of the habitat type (In vs. Out), bedrock type (calcareous vs. siliceous), elevation (continuous, from approximately 2000 to 3000&#x02009;m) and their interactions (&#x0201C;lmer&#x0201D; function of the &#x0201C;lme4&#x0201D; R package). Population (nested in Transect) and Transect (nested in Massif) levels were included as random factors, and elevation was defined as varying between transects. We tested the null model with random effects only and models that included all of the interactions terms for the fixed effects. The normality of the random factor and residuals were checked. The best models were selected according to AIC criteria (Akaike, <xref ref-type="bibr" rid="B1">1974</xref>). The models were fitted using a maximum likelihood analysis for the comparison of nested models (Bates, <xref ref-type="bibr" rid="B10">2010</xref>).</p>
<p>Pair-wise dissimilarities between microbial SSCP profiles were calculated with the Bray&#x02013;Curtis distance (Legendre and Legendre, <xref ref-type="bibr" rid="B34">1998</xref>). The resulting dissimilarity matrices were ordinated by Principal Coordinate Analysis (PCoA) (Legendre and Legendre, <xref ref-type="bibr" rid="B34">1998</xref>). We used a vector-fitting approach to identify the directions in the microbial ordination space toward which a given environmental variable changed the most (Oksanen et al., <xref ref-type="bibr" rid="B40">2011</xref>). To test the respective effects of habitat, elevation, and bedrock and their interactions on the microbial assemblage variation, we performed a non-parametric multivariate analysis of variance (Anderson, <xref ref-type="bibr" rid="B2">2001</xref>) using the &#x0201C;adonis&#x0201D; function in the &#x0201C;vegan&#x0201D; R package (Oksanen et al., <xref ref-type="bibr" rid="B40">2011</xref>). To test whether the significance of the factors changed with the spatial scale, we permutated samples between all conditions (within Population, within Transect, and within Massif) using the &#x0201C;strata&#x0201D; argument of the &#x0201C;adonis&#x0201D; function when appropriate. The non-parametric multivariate analysis was designed to test for differences in groups&#x02019; centroids, that is, a strict difference in community composition. However, the test is sensitive to differences in the multivariate dispersion from the centroid (Anderson, <xref ref-type="bibr" rid="B2">2001</xref>). To disentangle both phenomena and because differences in multivariate dispersion are important for understanding the ecological effect of a factor, we tested whether the multivariate dispersion value differed between In and Out habitats (Anderson et al., <xref ref-type="bibr" rid="B3">2006</xref>) using the &#x0201C;betadisper&#x0201D; function of the &#x0201C;vegan&#x0201D; R package. Multivariate dispersion is a measure of beta-diversity (Anderson et al., <xref ref-type="bibr" rid="B3">2006</xref>). Mantel tests were used to assess the correlation between the dissimilarities and environmental distances of the microbial communities (Legendre and Legendre, <xref ref-type="bibr" rid="B34">1998</xref>). All factors were tested for significance using the mean of 999 Monte-Carlo permutations. Finally, we measured the Bray&#x02013;Curtis distance between the In and Out communities for each individual cushion according to the sampling design (hereafter, In-Out beta-diversity). We analyzed the relationship between bacterial and fungal In-Out beta-diversity and environmental dissimilarities as well as bedrock (considered as a factor with two levels) and elevation (considered as a continuous variable) using generalized linear mixed models, as described above, for the abiotic parameters.</p>
<p>All of the statistical analyses were conducted with R 2.13.0 software (R Development Core Team, <xref ref-type="bibr" rid="B42">2011</xref>) using the packages &#x0201C;lme4&#x0201D; 0.999999-0 (Bates et al., <xref ref-type="bibr" rid="B11">2011</xref>), &#x0201C;stats&#x0201D; (R Development Core Team, <xref ref-type="bibr" rid="B42">2011</xref>), and &#x0201C;vegan&#x0201D; 1.17-11 (Oksanen et al., <xref ref-type="bibr" rid="B40">2011</xref>).</p>
</sec>
</sec>
<sec>
<title>Results</title>
<sec>
<title>Soil characteristics and environmental context</title>
<p>The soil nutrients were influenced by bedrock type, habitat, and elevation (Figures <xref ref-type="fig" rid="F2">2</xref> and <xref ref-type="fig" rid="F3">3</xref>; Table <xref ref-type="table" rid="TA1">A1</xref> in Appendix). The C, N, H<sub>2</sub>O, and <inline-formula><mml:math id="M6"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NH</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> contents of In habitat were (i) higher than those of Out habitat, (ii) higher on siliceous bedrock than on calcareous bedrock and (iii) increased with elevation (Figures <xref ref-type="fig" rid="F2">2</xref> and <xref ref-type="fig" rid="F3">3</xref>; Table <xref ref-type="table" rid="TA1">A1</xref> in Appendix). Conversely, the C, N, and H<sub>2</sub>O contents of Out habitat were (i) higher on calcareous than on siliceous bedrock (Figure <xref ref-type="fig" rid="F2">2</xref>) and (ii) decreased with increasing elevation (Figure <xref ref-type="fig" rid="F3">3</xref>; Table <xref ref-type="table" rid="TA1">A1</xref> in Appendix). It should be noted that in samples from the calcareous bedrock the determination of total carbon likely includes significant inorganic carbonates; although the difference in total carbon between the In and Out samples reflects primarily an increase in organic carbon for the In samples. Soil <inline-formula><mml:math id="M7"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NO</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">-</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> was highly variable (Table <xref ref-type="table" rid="TA1">A1</xref> in Appendix). Soil <inline-formula><mml:math id="M8"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NO</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">-</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> was mainly higher on calcareous bedrock and decreased with elevation (Figures <xref ref-type="fig" rid="F2">2</xref> and <xref ref-type="fig" rid="F3">3</xref>; Table <xref ref-type="table" rid="TA1">A1</xref> in Appendix). The soil pH was strongly determined by bedrock type and was higher on calcareous bedrock. The measured differences in Out habitats between both bedrocks were strongly buffered inside cushions, with pH strongly increasing in In habitat of siliceous bedrock (Figure <xref ref-type="fig" rid="F2">2</xref>). Soil pH was not affected by elevation (Table <xref ref-type="table" rid="TA1">A1</xref> in Appendix).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>Soil properties according to habitat and bedrock type</bold>. The best AIC models indicated a habitat effect that is dependent on bedrock type (Table <xref ref-type="table" rid="TA1">A1</xref> in Appendix). Black: In habitat; white: Out habitat. Error bars represent SD. <bold>(A&#x02013;F)</bold> are total carbon content, total nitrogen content, soil water content, ammonium content, nitrate content, and soil pH, respectively. DM, dry matter.</p></caption>
<graphic xlink:href="fmicb-04-00064-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>Variations in soil properties according to habitat type and elevation</bold>. The best AIC models indicated a habitat effect that is dependent on elevation. Black points with filled line: in habitat; white points with dashed line: out habitat. <bold>(A&#x02013;F)</bold> are total carbon content, total nitrogen content, soil water content, ammonium content, nitrate content, and soil pH, respectively. Elevation did not affect the soil pH (Table <xref ref-type="table" rid="TA1">A1</xref> in Appendix). The observed trend between soil pH and elevation could come from the confounding effect of bedrock and elevation on pH because siliceous samples are, on average, higher in elevation. DM, dry matter.</p></caption>
<graphic xlink:href="fmicb-04-00064-g003.tif"/>
</fig>
</sec>
<sec>
<title>Bacterial patterns</title>
<p>The bacterial communities were mainly and significantly affected by bedrock types (<italic>F</italic>-ratio&#x02009;&#x0003D;&#x02009;18.262, <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.088, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001; Table <xref ref-type="table" rid="T1">1</xref>), as illustrated in the PCoA ordination and environmental fitting, which highlights the great dissimilarities between siliceous and calcareous Out communities along the pH gradient (<italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.27, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001). Variation partitioning revealed a significant effect of habitat on bacterial community dissimilarity variation (<italic>F</italic>-ratio&#x02009;&#x0003D;&#x02009;5.902, <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.028, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001; Table <xref ref-type="table" rid="T1">1</xref>), regardless of the strategy that was adopted in the permutation procedure (Table <xref ref-type="table" rid="TA3">A3</xref> in Appendix). Calcareous and siliceous In communities were more similar and less variable than Out communities (avg. distance to centroid: Out&#x02009;&#x0003D;&#x02009;0.09782, In: 0.07812, <italic>F</italic>-value&#x02009;&#x0003D;&#x02009;17.1, <italic>P</italic>&#x02009;&#x0003C;&#x02009;0.001; Figure <xref ref-type="fig" rid="F4">4</xref>A). Communities in In habitats displayed intermediate features along the pH gradient on the PCoA ordination and differentiated from Out communities along soil nutrient and water content gradients (<inline-formula><mml:math id="M9"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NO</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">-</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula>: <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.08, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.002; N: <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.074, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.004; C: <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.07, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.006; SWC: <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.05, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.02; Figure <xref ref-type="fig" rid="F4">4</xref>A). Furthermore, the In-Out beta-diversity was related to the paired In-Out pH distance and was higher and more pronounced on siliceous bedrock (Figure <xref ref-type="fig" rid="F5">5</xref>A; Table <xref ref-type="table" rid="TA2">A2</xref> in Appendix). Finally, the bacterial communities were marginally affected by elevation, and this response was dependent on the bedrock type (Table <xref ref-type="table" rid="T1">1</xref>). A detailed analysis using the Mantel test revealed that bacterial communities respond to elevation solely in Out habitat on siliceous bedrock (Out habitat: Spearman rank &#x003C1;&#x02009;&#x0003D;&#x02009;0.12, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.03 and &#x003C1;&#x02009;&#x0003D;&#x02009;0.05, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.22 for siliceous and calcareous bedrock, respectively; In habitat: <italic>P</italic>&#x02009;&#x0003E;&#x02009;0.05 for siliceous and calcareous bedrock).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><bold>Respective effects of habitat, bedrock, and elevation on microbial beta-diversity, as assessed by variation partitioning on Bray&#x02013;Curtis dissimilarity matrices obtained from CE-SSCP profiles</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Taxa</th>
<th align="left">Factors</th>
<th align="left">Df</th>
<th align="left">SS</th>
<th align="left">MS</th>
<th align="left">FR</th>
<th align="left"><italic>R</italic><sup>2</sup></th>
<th align="left">Pr(&#x0003E;<italic>F</italic>)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Bacteria</td>
<td align="left">Habitat</td>
<td align="left">1</td>
<td align="left">0.046</td>
<td align="left">0.046</td>
<td align="left">5.902</td>
<td align="left">0.028</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">1</td>
<td align="left">0.142</td>
<td align="left">0.142</td>
<td align="left">18.262</td>
<td align="left">0.088</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">1</td>
<td align="left">0.026</td>
<td align="left">0.026</td>
<td align="left">3.302</td>
<td align="left">0.016</td>
<td align="left">0.004</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: bedrock</td>
<td align="left">1</td>
<td align="left">0.068</td>
<td align="left">0.068</td>
<td align="left">8.747</td>
<td align="left">0.042</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: elevation</td>
<td align="left">1</td>
<td align="left">0.005</td>
<td align="left">0.005</td>
<td align="left">0.697</td>
<td align="left">0.003</td>
<td align="left">0.666</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock: elevation</td>
<td align="left">1</td>
<td align="left">0.015</td>
<td align="left">0.015</td>
<td align="left">1.876</td>
<td align="left">0.009</td>
<td align="left">0.070</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: bedrock: elevation</td>
<td align="left">1</td>
<td align="left">0.012</td>
<td align="left">0.012</td>
<td align="left">1.563</td>
<td align="left">0.008</td>
<td align="left">0.126</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Residuals</td>
<td align="left">168</td>
<td align="left">1.304</td>
<td align="left">0.008</td>
<td align="left">NA</td>
<td align="left">0.806</td>
<td align="left">NA</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Total</td>
<td align="left">175</td>
<td align="left">1.617</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">1.000</td>
<td align="left">NA</td>
</tr>
<tr>
<td align="left">Fungi</td>
<td align="left">Habitat</td>
<td align="left">1</td>
<td align="left">0.552</td>
<td align="left">0.552</td>
<td align="left">5.004</td>
<td align="left">0.026</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">1</td>
<td align="left">0.644</td>
<td align="left">0.644</td>
<td align="left">5.843</td>
<td align="left">0.030</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">1</td>
<td align="left">0.663</td>
<td align="left">0.663</td>
<td align="left">6.014</td>
<td align="left">0.031</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: bedrock</td>
<td align="left">1</td>
<td align="left">0.259</td>
<td align="left">0.259</td>
<td align="left">2.353</td>
<td align="left">0.012</td>
<td align="left">0.002</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: elevation</td>
<td align="left">1</td>
<td align="left">0.137</td>
<td align="left">0.137</td>
<td align="left">1.244</td>
<td align="left">0.006</td>
<td align="left">0.199</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock: elevation</td>
<td align="left">1</td>
<td align="left">0.232</td>
<td align="left">0.232</td>
<td align="left">2.102</td>
<td align="left">0.011</td>
<td align="left">0.010</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: bedrock: elevation</td>
<td align="left">1</td>
<td align="left">0.182</td>
<td align="left">0.182</td>
<td align="left">1.654</td>
<td align="left">0.009</td>
<td align="left">0.041</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Residuals</td>
<td align="left">168</td>
<td align="left">18.522</td>
<td align="left">0.110</td>
<td align="left">NA</td>
<td align="left">0.874</td>
<td align="left">NA</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Total</td>
<td align="left">175</td>
<td align="left">21.191</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">1.000</td>
<td align="left">NA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>The models also include the interaction effects on the microbial assemblages. Df, degrees of freedom; SS, sum of square; MS, mean square; FR, pseudo <italic>F</italic>-ratio; <italic>R</italic><sup>2</sup>, partial variance explained by the factor, Pr(&#x0003E;<italic>F</italic>), <italic>P</italic>-value. Colons in factors indicate interactions. The effect of habitat type was significant regardless of the permutation strategy adopted, i.e., when samples were permuted within each Population, Transect, Massif or without strata (Table <xref ref-type="table" rid="TA3">A3</xref>)</italic>.</p>
</table-wrap-foot>
</table-wrap>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p><bold>Principal Coordinate Analysis (PCoA) of the bacterial (A) and fungal (B) dissimilarity matrices (Bray</bold>&#x02013;<bold>Curtis) and vector-fitting of the environmental variables</bold>. Communities were grouped to the centroid by bedrock and habitat. Arrows represent environmental variables that correlate significantly with the sample coordinates (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.001, 999 Monte-Carlo permutations).</p></caption>
<graphic xlink:href="fmicb-04-00064-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p><bold>Bacterial (A) and fungal (B,C) In-Out beta-diversity</bold>. The best AIC models indicated a relationship between the In-Out beta-diversity and the In-Out pH distance (Euclidean) for bacteria and the effect of bedrock and elevation, without an interaction for fungi (Table <xref ref-type="table" rid="TA2">A2</xref> in Appendix).</p></caption>
<graphic xlink:href="fmicb-04-00064-g005.tif"/>
</fig>
</sec>
<sec>
<title>Fungal patterns</title>
<p>The variation partitioning on fungal community dissimilarities (Table <xref ref-type="table" rid="T1">1</xref>) revealed equal and significant effects of habitat (<italic>F</italic>-ratio&#x02009;&#x0003D;&#x02009;5.004, <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.026, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001), bedrock (<italic>F</italic>-ratio&#x02009;&#x0003D;&#x02009;5.843, <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.030, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001), and elevation (<italic>F</italic>-ratio&#x02009;&#x0003D;&#x02009;6.014, <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.031, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001) as well as a significant effect of the habitat, bedrock, and elevation interactions (<italic>F</italic>-ratio&#x02009;&#x0003D;&#x02009;1.654, <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.009, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0. 041). The effect of habitat and elevation was significant regardless of the permutation strategy (Table <xref ref-type="table" rid="TA3">A3</xref> in Appendix). In contrast to bacteria, the fungal dissimilarities were related to SWC (<italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.18, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001), C (<italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.12, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001), <inline-formula><mml:math id="M10"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NH</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> (<italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.10, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001) and, to a lesser extent, <inline-formula><mml:math id="M11"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NO</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">-</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> (<italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.06, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.006) and pH (<italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.06, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.007). The compositions of fungal communities in In and Out habitats were equally variable (Figure <xref ref-type="fig" rid="F4">4</xref>B, avg. distance to centroid: Out&#x02009;&#x0003D;&#x02009;0.3255, In&#x02009;&#x0003D;&#x02009;0.3412, <italic>F</italic>-value&#x02009;&#x0003D;&#x02009;3.09, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.192). However, the beta-diversity patterns in In habitat differed from that of Out habitat, as illustrated by the direction of variation for Out and In communities between siliceous and calcareous communities (Figure <xref ref-type="fig" rid="F4">4</xref>B). Community dissimilarities in In habitats increased with environmental dissimilarities, particularly C, <inline-formula><mml:math id="M12"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NH</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula>, and SWC (Mantel test, Spearman rank &#x003C1;&#x02009;&#x0003D;&#x02009;0.27, 0.25, 0.19 for C, SWC, <inline-formula><mml:math id="M13"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NH</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula>, respectively, <italic>P</italic>&#x02009;&#x0003C;&#x02009;0.005). The Mantel correlations were still significant when controlling for geographic distances or elevation (partial Mantel test, <italic>P</italic>&#x02009;&#x0003E;&#x02009;0.05). Community dissimilarities in In habitat also increased with differences in elevation (Spearman rank &#x003C1;&#x02009;&#x0003D;&#x02009;0.29, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.002 and &#x003C1;&#x02009;&#x0003D;&#x02009;0.22, <italic>P</italic>&#x02009;&#x0003D;&#x02009;0.001 for calcareous and siliceous bedrock, respectively). Conversely, Out community dissimilarities were only weakly correlated with soil pH (Spearman rank &#x003C1;&#x02009;&#x0003D;&#x02009;0.07, <italic>P</italic>&#x02009;&#x0003C;&#x02009;0.001), which is significant even when controlling for geographic distance and elevation (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05), but did not correlate with differences in elevation (<italic>P</italic>&#x02009;&#x0003E;&#x02009;0.05). Finally, In-Out beta-diversity was higher on siliceous bedrock and at high elevations (Figures <xref ref-type="fig" rid="F4">4</xref>B and <xref ref-type="fig" rid="F5">5</xref>B,C). However, In-Out beta-diversity did not correlate with the respective paired In-Out environmental distances (Table <xref ref-type="table" rid="TA2">A2</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p>Cushion plants affect the composition of both bacterial and fungal communities weakly but significantly, despite variability in both In and Out communities (Table <xref ref-type="table" rid="T1">1</xref>; Figure <xref ref-type="fig" rid="F4">4</xref>). This relationship was observed regardless of the strategy that was adopted in the permutation procedure that was used for variance partitioning. This result emphasizes the multiple-scale effect of cushion plants on microbial community composition, from the population level to the scale of the whole study, which spans two mountain ranges with distinct bedrock types. Interestingly, we observed contrasting responses of the bacterial and fungal communities to the biotic and abiotic environments.</p>
<p>The bacterial communities in Out habitat were predominantly affected by bedrock type and, to a lesser extent, elevation. By contrast, beta-diversity in In habitat was strongly reduced, indicating a convergence of the communities under the cushions on both calcareous and siliceous bedrock and at both high and low elevation. Furthermore, the In-Out bacterial beta-diversity was correlated with pH. Soil pH was thus the best and main variable for explaining the patterns of bacterial beta-diversity among In and Out habitats. We also identified a response to elevation that may be linked to the shift in the nutrient content (Table <xref ref-type="table" rid="T1">1</xref>; Figure <xref ref-type="fig" rid="F3">3</xref>; Table <xref ref-type="table" rid="TA1">A1</xref> in Appendix) because the shift in community composition occurred on siliceous bedrock only. The strong bedrock effect on community composition led to the selection of different bacterial communities according to the bedrock (Table <xref ref-type="table" rid="T1">1</xref>). Soil pH is a well-known key factor influencing bacterial richness and community composition (Fierer and Jackson, <xref ref-type="bibr" rid="B23">2006</xref>; Hogberg et al., <xref ref-type="bibr" rid="B26">2007</xref>; Zinger et al., <xref ref-type="bibr" rid="B55">2011</xref>; Shahnavaz et al., <xref ref-type="bibr" rid="B45">2012</xref>). On average, the soil pH varied by &#x0223C;3.5&#x02009;U (from 3.5 to 8.5) among bedrock types (Figure <xref ref-type="fig" rid="F2">2</xref>) but only &#x0223C;1&#x02009;U (from 6 to 8.5) among cushions that were established on calcareous and siliceous bedrock types due to an increase in the soil pH inside the cushions that were located on siliceous bedrock (Figure <xref ref-type="fig" rid="F2">2</xref>). Lauber et al. (<xref ref-type="bibr" rid="B32">2009</xref>) observed that the effect of pH was particularly strong in acidic conditions and, more generally, when soil pH ranged between 4 and 6, leveling off above pH 6. Our experiment was not designed to identify the source of In communities, and more information about the species distributions or dispersal would be necessary to determine their sources. However the reduction of bacterial beta-diversity, together with the similarity of certain Out and In communities that was observed in PCoA ordination (Figure <xref ref-type="fig" rid="F4">4</xref>A) and the relatively weak values of the In-Out beta-diversity (Figure <xref ref-type="fig" rid="F5">5</xref>A), suggests that bacterial communities in In habitats are likely a subset of the bacterial communities in Out habitats. Such a feature is consistent with earlier reports suggesting that the soil surrounding plants seems to constitute the main source of rhizospheric microbial communities (Berg and Smalla, <xref ref-type="bibr" rid="B12">2009</xref>). By providing a more homogeneous habitat with consistently enhanced C, N, <inline-formula><mml:math id="M14"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NH</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula>, and SWC content and buffered soil pH, the cushions of <italic>S. acaulis</italic> act as a biotic filter on bacterial beta-diversity that counteracts the influence of the local environmental context, particularly bedrock type, likely recruiting and/or excluding bacterial taxa that contribute to the outside cushion community variability.</p>
<p>The patterns of the fungal communities were less obvious and much more variable than those of the bacterial communities. The fungal communities from In habitats were as variable as those from Out habitats (Figure <xref ref-type="fig" rid="F4">4</xref>B; Table <xref ref-type="table" rid="T1">1</xref>), with several differences. The differences between Out communities were mainly but weakly related to soil pH, reflecting differences in community compositions between bedrock types (Figure <xref ref-type="fig" rid="F4">4</xref>B). By contrast, differences between In communities correlated with soil C, <inline-formula><mml:math id="M15"><mml:mrow><mml:msubsup><mml:mrow><mml:mstyle class="text"><mml:mtext>N&#x000A0;-&#x000A0;NH</mml:mtext></mml:mstyle></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo class="MathClass-bin">&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula>, and SWC, reflecting differences between cushions established on calcareous or siliceous bedrocks and at low or high elevation (Figure <xref ref-type="fig" rid="F4">4</xref>B; Table <xref ref-type="table" rid="T1">1</xref>). The weak effect of soil pH on fungal communities compared to that observed for bacteria has already been reported in both arable (Rousk et al., <xref ref-type="bibr" rid="B44">2010</xref>) and alpine grasslands soils (Zinger et al., <xref ref-type="bibr" rid="B55">2011</xref>). These studies further reveal that fungal beta-diversity is instead related to soil nutrient status, and our results confirmed this trend. The effect of pH in Out habitats is overwhelmed in In habitats by the response of fungi to nutrient content. The absence of plants in Out habitat, together with nutrient limitations and the combined disturbance of oscillating climatic extremes and soil movement typical in alpine soils (K&#x000F6;rner, <xref ref-type="bibr" rid="B30">2003</xref>), could preclude the growth and hamper the hyphal proliferation of many fungi due to their typical mycorrhizal or saprophytic status, which is supported by the difficulties we encountered in amplifying fungal DNA from these samples. Thus, we hypothesize that by providing a nutritional resource and stable substrate, cushions sustain the growth of many more fungi than do open areas. In this sense, a study in the Andean alpine ecosystem reported that cushions of <italic>A. madreporica</italic> contain more spores of AM fungi than retrieved on open areas (Casanova-Katny et al., <xref ref-type="bibr" rid="B16">2011</xref>). Overall, there is a strong link between the soil nutritive status of cushions, the environmental context in which they established and the associated fungal communities. Furthermore, cushions counteracted the effect of pH on the fungal community composition. As observed for bacteria, fungal beta-diversity patterns in In habitats differed from the ones in Out habitats.</p>
<p>The higher variability observed in fungal patterns compared to bacteria and the low variability that we were able to explain could be due to several factors. We followed different molecular markers; the V3 region of the 16S rRNA gene (bacterial marker) is most likely more phylogenetically conserved than the ITS1 region (fungal marker) (Brown et al., <xref ref-type="bibr" rid="B13">2005</xref>). Other studies using the same or other molecular markers have also reported that fungal community patterns are difficult to interpret, yielding minimally explanatory models (Costa et al., <xref ref-type="bibr" rid="B19">2006</xref>; Mougel et al., <xref ref-type="bibr" rid="B38">2006</xref>; Hovatter et al., <xref ref-type="bibr" rid="B27">2011</xref>; Zinger et al., <xref ref-type="bibr" rid="B55">2011</xref>), which may be due to the patchy distribution of soil fungi (Manter et al., <xref ref-type="bibr" rid="B35">2010</xref>). The response of bacteria and fungi to abiotic variables was still significant after controlling for geographic distance, which supports the link between microbial community composition and its response to environmental gradients, but key environmental variables or the appropriate spatial scale may also not have been considered for fungi.</p>
<p>Finally, the magnitude of the change in the microbial community composition between In and Out habitats (In-Out beta-diversity) varied along environmental gradients (Figure <xref ref-type="fig" rid="F5">5</xref>). The In-Out bacterial beta-diversity was correlated with the modification of soil pH and was, therefore, higher on siliceous bedrock (Figure <xref ref-type="fig" rid="F5">5</xref>A; Table <xref ref-type="table" rid="TA2">A2</xref> in Appendix). Moreover, bacterial communities responded to elevation solely in Out habitat on siliceous bedrock, supporting a strong cushion effect on siliceous bedrock. Because the fungi responded more strongly to soil nutrients, the In-Out fungal beta-diversity was higher on siliceous bedrock and at high elevations (Figure <xref ref-type="fig" rid="F5">5</xref>B; Table <xref ref-type="table" rid="TA2">A2</xref> in Appendix). On siliceous bedrock and at high elevations, conditions in Out habitat were more acidic (siliceous bedrock) and nutrient-limited (siliceous bedrock and at high elevation). Interestingly, the cushions located in these constrained conditions were richer in nutrients than cushions located in less constrained conditions, and strongly modified the soil pH (Figures <xref ref-type="fig" rid="F2">2</xref> and <xref ref-type="fig" rid="F3">3</xref>), resulting in significant and even stronger ecosystem engineering. Although the In-Out fungal beta-diversity did not correlate with the respective abiotic modifications, it was generally higher at sites where the abiotic modification was higher. The fact that we did not observe pair-wise relationships may be because different factors structured the fungal communities in In and Out habitats. Thus, our observations indicate that the link between microbes and abiotic modification depends on the intensity of the abiotic stress mitigated by engineering organisms, as concluded in earlier works (Wright et al., <xref ref-type="bibr" rid="B51">2006</xref>; Navel et al., <xref ref-type="bibr" rid="B39">2012</xref>), but we suggest that a plant factor could be involved, either directly (via intraspecific variability) or indirectly (via physiological response to environmental harshness). Overall, these results suggest that the selective effect of cushions on bacterial and fungal communities could be particularly strong under more extreme conditions.</p>
<p>There is a growing body of evidence suggesting that cushion plants represent benefactor species or &#x0201C;nurse plants&#x0201D; that facilitate the recruitment of other plants (Arroyo et al., <xref ref-type="bibr" rid="B6">2003</xref>; Cavieres et al., <xref ref-type="bibr" rid="B17">2006</xref>; Antonsson et al., <xref ref-type="bibr" rid="B5">2009</xref>) and arthropods (Molina-Montenegro et al., <xref ref-type="bibr" rid="B37">2006</xref>; Molenda et al., <xref ref-type="bibr" rid="B36">2012</xref>). Several studies have reported that the magnitude of facilitation by cushion plants, including <italic>S. acaulis</italic>, increases with environmental stress in alpine and arctic biomes on several mountains worldwide (Arroyo et al., <xref ref-type="bibr" rid="B6">2003</xref>; Cavieres et al., <xref ref-type="bibr" rid="B17">2006</xref>; Antonsson et al., <xref ref-type="bibr" rid="B5">2009</xref>; Yang et al., <xref ref-type="bibr" rid="B52">2010</xref>; Anthelme et al., <xref ref-type="bibr" rid="B4">2012</xref>). These studies note that the local amelioration of climatic variables (e.g., temperatures) is involved (Arroyo et al., <xref ref-type="bibr" rid="B6">2003</xref>; Cavieres et al., <xref ref-type="bibr" rid="B18">2007</xref>), although nutrient enrichment is also a factor (Yang et al., <xref ref-type="bibr" rid="B52">2010</xref>; Anthelme et al., <xref ref-type="bibr" rid="B4">2012</xref>) and is more pronounced under stressful conditions, as observed here for nutrients, water and microbial communities. Our study opens a new avenue to understanding the ecology of these nurse plants from a microbial perspective. Several studies have reported that microbes act as the third party in plant&#x02013;plant interactions (Callaway et al., <xref ref-type="bibr" rid="B15">2007</xref>). Further work is needed to establish the linkages between plant&#x02013;microbe interactions and plant&#x02013;plant interactions in this particular model. For instance, it has been demonstrated that native plant species growing inside cushions in Andean alpine environments display enhanced AM mycorrhizal status compared to those growing outside (Casanova-Katny et al., <xref ref-type="bibr" rid="B16">2011</xref>). Different functional groups of microbes can have different roles in the functioning of the cushion system or different links with the plant species that grow inside cushions. In this study, we demonstrated that bacteria and fungi differed in their relationships to the modification of soil abiotic properties by cushions. Additional studies are needed to disentangle the influence of microbial communities on the recruitment of taxa at higher trophic levels as well as how that recruitment influences the microbial communities that are associated with cushions. Plants growing inside cushions could influence the composition of soil microbes and their response to environmental gradients through mycorrhizal interactions or by providing new sources of organic matter.</p>
<p>It is possible that the cushion effect that was observed here could be applicable to other non-cushion-forming alpine plants because of possible similar abiotic modifications via organic matter deposition. Nevertheless, our results support the view that <italic>S. acaulis</italic> is a foundation species in the alpine ecosystem (Molenda et al., <xref ref-type="bibr" rid="B36">2012</xref>) because of its effect on the structure of many trophic levels (Antonsson et al., <xref ref-type="bibr" rid="B5">2009</xref>; Molenda et al., <xref ref-type="bibr" rid="B36">2012</xref>). Overall, cushions constitute a unique habitat in extreme cliff ecosystems with modified local habitat conditions. Their presence significantly affects the beta-diversity patterns of bacterial and fungal communities. The bacterial and fungal communities do not respond similarly to the presence of cushions, likely because they are not sensitive to the same set of abiotic soil parameters. For both communities, the plants induce different responses to bedrock and elevation compared to the outside, but the response was inverse between bacteria and fungi; while plants had a buffering effect on bacterial communities, they exacerbated the response of fungi to bedrock and elevation. Our results support that habitat type differentially influences the distribution of soil microbes (Fierer et al., <xref ref-type="bibr" rid="B24">2011</xref>; Hovatter et al., <xref ref-type="bibr" rid="B27">2011</xref>) and that their response to environmental gradients depends on the taxa and microbial domain investigated (Singh et al., <xref ref-type="bibr" rid="B46">2012</xref>; Wang et al., <xref ref-type="bibr" rid="B49">2012</xref>). We demonstrated that there might be fundamental differences in the mechanisms underlying these molecular diversity patterns. Dissimilarities in the bacterial and fungal community between In and Out habitats were both positively related to the magnitude of habitat modification (i.e., higher in harsher conditions). Our results stress the need for integrated studies of the nurse effect of alpine cushions in which great attention should be paid to the role of microorganisms and their distribution in determining the outcome of plant&#x02013;plant interactions and the biogeochemical functioning of these islands of fertility.</p>
</sec>
<sec>
<title>Conflict of Interest Statement</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>
</body>
<back>
<app-group>
<app id="A1">
<title>Appendix</title>
<table-wrap position="float" id="TA1">
<label>Table A1</label>
<caption><p><bold>Model selection of fixed effects and interactions explaining the variation in soil properties</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Soil characteristic</th>
<th align="left">Model</th>
<th align="left"><italic>p</italic></th>
<th align="left">AIC</th>
<th align="left">deltaAIC</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Soil C content</td>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">1102.6</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">7</td>
<td align="left">1103.8</td>
<td align="left">1.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">4</td>
<td align="left">1104.3</td>
<td align="left">1.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x000D7;&#x02009;elevation&#x02009;&#x000D7;&#x02009;bedrock</td>
<td align="left">8</td>
<td align="left">1105.7</td>
<td align="left">3.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">5</td>
<td align="left">1106.1</td>
<td align="left">3.5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">6</td>
<td align="left">1107.3</td>
<td align="left">4.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">4</td>
<td align="left">1126.1</td>
<td align="left">23.5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: elevation</td>
<td align="left">5</td>
<td align="left">1126.7</td>
<td align="left">24.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">1127.7</td>
<td align="left">25.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat</td>
<td align="left">2</td>
<td align="left">1139</td>
<td align="left">36.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">3</td>
<td align="left">1140.1</td>
<td align="left">37.5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">1140.9</td>
<td align="left">38.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">4</td>
<td align="left">1141.8</td>
<td align="left">39.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;bedrock: elevation</td>
<td align="left">5</td>
<td align="left">1142.8</td>
<td align="left">40.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">1</td>
<td align="left">1</td>
<td align="left">1220.3</td>
<td align="left">117.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">2</td>
<td align="left">1221.8</td>
<td align="left">119.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">2</td>
<td align="left">1222.3</td>
<td align="left">119.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">1223.8</td>
<td align="left">121.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">4</td>
<td align="left">1225.3</td>
<td align="left">122.7</td>
</tr>
<tr>
<td align="left">Soil N content</td>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">82.3</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">5</td>
<td align="left">83.2</td>
<td align="left">0.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">7</td>
<td align="left">83.9</td>
<td align="left">1.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">6</td>
<td align="left">84.7</td>
<td align="left">2.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">4</td>
<td align="left">85.3</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x000D7;&#x02009;elevation&#x02009;&#x000D7;&#x02009;bedrock</td>
<td align="left">8</td>
<td align="left">85.9</td>
<td align="left">3.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: elevation</td>
<td align="left">5</td>
<td align="left">86.6</td>
<td align="left">4.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">88.2</td>
<td align="left">5.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">4</td>
<td align="left">90.2</td>
<td align="left">7.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">90.6</td>
<td align="left">8.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">4</td>
<td align="left">92</td>
<td align="left">9.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;bedrock: elevation</td>
<td align="left">5</td>
<td align="left">93.5</td>
<td align="left">11.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat</td>
<td align="left">2</td>
<td align="left">95.7</td>
<td align="left">13.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">3</td>
<td align="left">97.7</td>
<td align="left">15.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">2</td>
<td align="left">130.4</td>
<td align="left">48.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">131.6</td>
<td align="left">49.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">4</td>
<td align="left">133.4</td>
<td align="left">51.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">1</td>
<td align="left">1</td>
<td align="left">133.6</td>
<td align="left">51.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">2</td>
<td align="left">135.6</td>
<td align="left">53.3</td>
</tr>
<tr>
<td align="left">Soil N-NO3 content</td>
<td align="left">Habitat&#x02009;&#x000D7;&#x02009;elevation&#x02009;&#x000D7;&#x02009;bedrock</td>
<td align="left">8</td>
<td align="left">1070.2</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">4</td>
<td align="left">1071</td>
<td align="left">0.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">2</td>
<td align="left">1071.6</td>
<td align="left">1.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">1072</td>
<td align="left">1.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;bedrock: elevation</td>
<td align="left">5</td>
<td align="left">1072.5</td>
<td align="left">2.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">1073.2</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">4</td>
<td align="left">1073.6</td>
<td align="left">3.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">6</td>
<td align="left">1074.1</td>
<td align="left">3.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">1074.2</td>
<td align="left">4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">4</td>
<td align="left">1074.8</td>
<td align="left">4.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">5</td>
<td align="left">1075.1</td>
<td align="left">4.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: elevation</td>
<td align="left">5</td>
<td align="left">1075.2</td>
<td align="left">5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">7</td>
<td align="left">1075.2</td>
<td align="left">5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">1076.3</td>
<td align="left">6.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">2</td>
<td align="left">1078.2</td>
<td align="left">8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">1</td>
<td align="left">1</td>
<td align="left">1078.8</td>
<td align="left">8.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">3</td>
<td align="left">1079.8</td>
<td align="left">9.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat</td>
<td align="left">2</td>
<td align="left">1080.3</td>
<td align="left">10.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">4</td>
<td align="left">1081.4</td>
<td align="left">11.2</td>
</tr>
<tr>
<td align="left">Soil N-NH4 content</td>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">1476.3</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">4</td>
<td align="left">1476.9</td>
<td align="left">0.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">7</td>
<td align="left">1477.3</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">5</td>
<td align="left">1478.1</td>
<td align="left">1.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x000D7;&#x02009;elevation&#x02009;&#x000D7;&#x02009;bedrock</td>
<td align="left">8</td>
<td align="left">1478.1</td>
<td align="left">1.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">6</td>
<td align="left">1479.1</td>
<td align="left">2.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">4</td>
<td align="left">1482.6</td>
<td align="left">6.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: elevation</td>
<td align="left">5</td>
<td align="left">1482.8</td>
<td align="left">6.5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">1483.7</td>
<td align="left">7.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">3</td>
<td align="left">1489.5</td>
<td align="left">13.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat</td>
<td align="left">2</td>
<td align="left">1489.6</td>
<td align="left">13.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">4</td>
<td align="left">1490.6</td>
<td align="left">14.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">1490.7</td>
<td align="left">14.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;bedrock: elevation</td>
<td align="left">5</td>
<td align="left">1491.5</td>
<td align="left">15.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">2</td>
<td align="left">1547.6</td>
<td align="left">71.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">1</td>
<td align="left">1</td>
<td align="left">1548.7</td>
<td align="left">72.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">1548.8</td>
<td align="left">72.5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">2</td>
<td align="left">1549.9</td>
<td align="left">73.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">4</td>
<td align="left">1550.1</td>
<td align="left">73.8</td>
</tr>
<tr>
<td align="left">Soil water content</td>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">239.8</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">7</td>
<td align="left">241.5</td>
<td align="left">1.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x000D7;&#x02009;elevation&#x02009;&#x000D7;&#x02009;bedrock</td>
<td align="left">8</td>
<td align="left">241.8</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">4</td>
<td align="left">242.8</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: elevation</td>
<td align="left">5</td>
<td align="left">244.7</td>
<td align="left">4.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">246.5</td>
<td align="left">6.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">5</td>
<td align="left">254.9</td>
<td align="left">15.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">6</td>
<td align="left">256.6</td>
<td align="left">16.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">4</td>
<td align="left">257.3</td>
<td align="left">17.5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">268.4</td>
<td align="left">28.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">4</td>
<td align="left">270.3</td>
<td align="left">30.5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat</td>
<td align="left">2</td>
<td align="left">270.9</td>
<td align="left">31.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;bedrock: elevation</td>
<td align="left">5</td>
<td align="left">272.1</td>
<td align="left">32.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">3</td>
<td align="left">272.9</td>
<td align="left">33.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">2</td>
<td align="left">330.9</td>
<td align="left">91.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">1</td>
<td align="left">1</td>
<td align="left">332.9</td>
<td align="left">93.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">332.9</td>
<td align="left">93.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">4</td>
<td align="left">334.5</td>
<td align="left">94.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">2</td>
<td align="left">334.7</td>
<td align="left">94.9</td>
</tr>
<tr>
<td align="left">Soil pH</td>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">4</td>
<td align="left">368.8</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">5</td>
<td align="left">370.4</td>
<td align="left">1.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">6</td>
<td align="left">370.5</td>
<td align="left">1.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">372.4</td>
<td align="left">3.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat&#x02009;&#x0002B;&#x02009;habitat: bedrock</td>
<td align="left">7</td>
<td align="left">372.5</td>
<td align="left">3.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x000D7;&#x02009;elevation&#x02009;&#x000D7;&#x02009;bedrock</td>
<td align="left">8</td>
<td align="left">374.4</td>
<td align="left">5.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">6</td>
<td align="left">400.4</td>
<td align="left">31.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;habitat: elevation</td>
<td align="left">5</td>
<td align="left">400.6</td>
<td align="left">31.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">3</td>
<td align="left">401.1</td>
<td align="left">32.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;bedrock: elevation</td>
<td align="left">5</td>
<td align="left">402.7</td>
<td align="left">33.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;bedrock</td>
<td align="left">4</td>
<td align="left">402.9</td>
<td align="left">34.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation&#x02009;&#x0002B;&#x02009;elevation: habitat</td>
<td align="left">4</td>
<td align="left">417.8</td>
<td align="left">49</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">419.9</td>
<td align="left">51.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat</td>
<td align="left">2</td>
<td align="left">420.7</td>
<td align="left">51.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">2</td>
<td align="left">458.4</td>
<td align="left">89.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;elevation: bedrock</td>
<td align="left">4</td>
<td align="left">460.3</td>
<td align="left">91.5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock&#x02009;&#x0002B;&#x02009;elevation</td>
<td align="left">3</td>
<td align="left">460.6</td>
<td align="left">91.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">2</td>
<td align="left">476.7</td>
<td align="left">107.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">1</td>
<td align="left">1</td>
<td align="left">477.7</td>
<td align="left">108.9</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Fixed effects are the habitat (In-Out), bedrock, and elevation. Models are ordered according to the AIC statistic. <italic>p</italic> is the number of parameters in the model</italic>.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="TA2">
<label>Table A2</label>
<caption><p><bold>Model selection of fixed effects and interactions explaining the variation in bacterial and fungal In-Out beta-diversity</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">In-Out beta-diversity</th>
<th align="left">Model</th>
<th align="left"><italic>p</italic></th>
<th align="left">AIC</th>
<th align="left">deltaAIC</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Bacteria</td>
<td align="left">Dist.pH</td>
<td align="left">2</td>
<td align="left">&#x02212;488.7</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.env</td>
<td align="left">2</td>
<td align="left">&#x02212;486.9</td>
<td align="left">1.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock&#x02009;&#x0002B;&#x02009;alt</td>
<td align="left">3</td>
<td align="left">&#x02212;483.9</td>
<td align="left">4.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">2</td>
<td align="left">&#x02212;482.9</td>
<td align="left">5.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Alt&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;alt: bedrock</td>
<td align="left">4</td>
<td align="left">&#x02212;482.3</td>
<td align="left">6.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Alt&#x02009;&#x000D7;&#x02009;bedrock</td>
<td align="left">4</td>
<td align="left">&#x02212;482.3</td>
<td align="left">6.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.NO<sub>3</sub></td>
<td align="left">2</td>
<td align="left">&#x02212;480.9</td>
<td align="left">7.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.C</td>
<td align="left">2</td>
<td align="left">&#x02212;475.5</td>
<td align="left">13.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Alt</td>
<td align="left">2</td>
<td align="left">&#x02212;475.2</td>
<td align="left">13.5</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.N</td>
<td align="left">2</td>
<td align="left">&#x02212;474.7</td>
<td align="left">14</td>
</tr>
<tr>
<td align="left"/>
<td align="left">1</td>
<td align="left">1</td>
<td align="left">&#x02212;471.8</td>
<td align="left">16.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.NH<sub>4</sub></td>
<td align="left">2</td>
<td align="left">&#x02212;470.3</td>
<td align="left">18.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.SWC</td>
<td align="left">2</td>
<td align="left">&#x02212;469.9</td>
<td align="left">18.8</td>
</tr>
<tr>
<td align="left">Fungi</td>
<td align="left">Bedrock&#x02009;&#x0002B;&#x02009;alt</td>
<td align="left">3</td>
<td align="left">&#x02212;267.1</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">2</td>
<td align="left">&#x02212;265.8</td>
<td align="left">1.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Alt&#x02009;&#x0002B;&#x02009;bedrock&#x02009;&#x0002B;&#x02009;alt: bedrock</td>
<td align="left">4</td>
<td align="left">&#x02212;265.1</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Alt&#x02009;&#x000D7;&#x02009;bedrock</td>
<td align="left">4</td>
<td align="left">&#x02212;265.1</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.NO<sub>3</sub></td>
<td align="left">2</td>
<td align="left">&#x02212;258.4</td>
<td align="left">8.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">1</td>
<td align="left">1</td>
<td align="left">&#x02212;258.4</td>
<td align="left">8.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.pH</td>
<td align="left">2</td>
<td align="left">&#x02212;258.1</td>
<td align="left">9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Alt</td>
<td align="left">2</td>
<td align="left">&#x02212;258</td>
<td align="left">9.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.C</td>
<td align="left">2</td>
<td align="left">&#x02212;257.7</td>
<td align="left">9.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.env</td>
<td align="left">2</td>
<td align="left">&#x02212;257.3</td>
<td align="left">9.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.N</td>
<td align="left">2</td>
<td align="left">&#x02212;256.9</td>
<td align="left">10.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.SWC</td>
<td align="left">2</td>
<td align="left">&#x02212;256.7</td>
<td align="left">10.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Dist.NH<sub>4</sub></td>
<td align="left">2</td>
<td align="left">&#x02212;256.4</td>
<td align="left">10.7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Fixed effects are the bedrock, elevation, and the dissimilarities of total carbon content, total nitrogen content, soil water content, ammonium content, nitrate content, and soil pH. Models are ordered according to the AIC statistic. <italic>p</italic> is the number of parameters in the model</italic>.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="TA3">
<label>Table A3</label>
<caption><p><bold>Results of the different permutation strategies used in the non-parametric multivariate analysis of variance</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left"/>
<th align="left"/>
<th align="left">Pr(&#x0003E;<italic>F</italic>) no strata</th>
<th align="left">Pr(&#x0003E;<italic>F</italic>) strata pop</th>
<th align="left">Pr(&#x0003E;<italic>F</italic>) strata transect</th>
<th align="left">Pr(&#x0003E;<italic>F</italic>) strata massifs</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Bacteria</td>
<td align="left">Habitat</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">_</td>
<td align="left">_</td>
<td align="left">_</td>
<td align="left">_</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">0.004</td>
<td align="left">_</td>
<td align="left">0.002</td>
<td align="left">0.005</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: bedrock</td>
<td align="left">0.001</td>
<td align="left">_</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: elevation</td>
<td align="left">0.666</td>
<td align="left">_</td>
<td align="left">0.720</td>
<td align="left">0.686</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock: elevation</td>
<td align="left">0.070</td>
<td align="left">_</td>
<td align="left">0.058</td>
<td align="left">0.092</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: bedrock: elevation</td>
<td align="left">0.126</td>
<td align="left">_</td>
<td align="left">0.122</td>
<td align="left">0.131</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Residuals</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Total</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
</tr>
<tr>
<td align="left">Fungi</td>
<td align="left">Habitat</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock</td>
<td align="left">_</td>
<td align="left">_</td>
<td align="left">_</td>
<td align="left">_</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Elevation</td>
<td align="left">0.001</td>
<td align="left">_</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: bedrock</td>
<td align="left">0.002</td>
<td align="left">_</td>
<td align="left">0.003</td>
<td align="left">0.002</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: elevation</td>
<td align="left">0.199</td>
<td align="left">_</td>
<td align="left">0.192</td>
<td align="left">0.182</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bedrock: elevation</td>
<td align="left">0.010</td>
<td align="left">_</td>
<td align="left">0.007</td>
<td align="left">0.009</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Habitat: bedrock: elevation</td>
<td align="left">0.041</td>
<td align="left">_</td>
<td align="left">0.043</td>
<td align="left">0.032</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Residuals</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Total</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>The analysis is based on Bray&#x02013;Curtis dissimilarity matrices of microbial SSCP profiles. &#x0201C;_&#x0201D; indicates meaningless permutation procedure. The samples permutation procedure did not influence the significance of the effects</italic>.</p>
</table-wrap-foot>
</table-wrap>
</app>
</app-group>
<ack>
<p>This research was conducted at the long-term research site Zone Atelier Alpes, in the ILTER-Europe network. We are grateful to the Station Alpine Joseph Fourier (SAJF) for providing field logistics and facilities during the field campaign. We would like to thank Guillaume C&#x000F4;t&#x000E9; Maurais and Fabien Qu&#x000E9;tier for their help during field sampling and Armelle Monier for her help during soil DNA extraction and PCR amplification. We thank the CNRS-LECA for providing funding to a group of young researchers to run the &#x0201C;Vertical Ecology&#x0201D; project. The ANR project Diversitalp (ANR-07-BDIV-014) also contributed to this project. We thank the three anonymous reviewers and the editor for their helpful suggestions on an earlier version of this manuscript. J. Roy received a grant from the French Minist&#x000E8;re de la Recherche. C. H. Albert was supported by a Marie Curie International Outgoing Fellowship within the 7th European Community Framework Program (DYVERSE, no. 272284).</p>
</ack>
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