<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sustain. Food Syst.</journal-id>
<journal-title>Frontiers in Sustainable Food Systems</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Food Syst.</abbrev-journal-title>
<issn pub-type="epub">2571-581X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsufs.2024.1345383</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sustainable Food Systems</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Colombian coffee (<italic>Coffea arabica</italic> L.) plantations: a taxonomic and functional survey of soil fungi</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ochoa-Henriquez</surname>
<given-names>Victor Hugo</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0003"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2238209/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Faggioli</surname>
<given-names>Valeria</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1599230/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>G&#x00F3;mez-God&#x00ED;nez</surname>
<given-names>Lorena Jacqueline</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2409321/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rivarola</surname>
<given-names>Maximo</given-names>
</name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2669403/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cristancho</surname>
<given-names>Marco</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn0003"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/433946/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Environmental and Soil Microbiology Laboratory, Pontificia Universidad Javeriana</institution>, <addr-line>Bogot&#x00E1;</addr-line>, <country>Colombia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Instituto Nacional de Tecnolog&#x00ED;a Agropecuaria</institution>, <addr-line>C&#x00F3;rdoba</addr-line>, <country>Argentina</country></aff>
<aff id="aff3"><sup>3</sup><institution>Centro Nacional de Recursos Gen&#x00E9;ticos, Instituto Nacional de Investigaciones Forestales, Agr&#x00ED;colas y Pecuarias, Boulevard de la Biodiversidad, Rancho las Cruces</institution>, <addr-line>Tepatitl&#x00E1;n de Morelos, Jalisco</addr-line>, <country>Mexico</country></aff>
<aff id="aff4"><sup>4</sup><institution>Instituto de Agrobiotecnologia y Biologia Molecular, IABIMO Conicet-INTA</institution>, <addr-line>Buenos Aires</addr-line>, <country>Argentina</country></aff>
<aff id="aff5"><sup>5</sup><institution>Universidad de los Andes</institution>, <addr-line>Bogot&#x00E1;</addr-line>, <country>Colombia</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Robert Hunter Manson, Instituto de Ecolog&#x00ED;a (INECOL), Mexico</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Rosa Maria Arias Mota, Instituto de Ecolog&#x00ED;a (INECOL), Mexico</p>
<p>Patricia Velez, National Autonomous University of Mexico, Mexico</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Valeria Faggioli, <email>faggioli.valeria@inta.gob.ar</email>; <email>faggiolivaleria@gmail.com</email></corresp>
<fn fn-type="present-address" id="fn0003">
<p><sup>&#x2020;</sup>Present addresses</p>
<p>Victor Hugo Ochoa-Henriquez, School of Life Sciences, Arizona State University, Arizona, AZ, United States</p>
<p>Marco Cristancho, Plant Pathology Department, National Center for Coffee Research - CENICAFE, Manizales, Colombia</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>8</volume>
<elocation-id>1345383</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Ochoa-Henriquez, Faggioli, G&#x00F3;mez-God&#x00ED;nez, Rivarola and Cristancho.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Ochoa-Henriquez, Faggioli, G&#x00F3;mez-God&#x00ED;nez, Rivarola and Cristancho</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Fungi are essential players in the maintenance of global coffee productivity, but their taxonomic and functional diversity in tropical and subtropical soils of Latin America remains largely unexplored. To address this concern, soil fungi were surveyed in six farms in three traditional coffee-growing regions of Colombia (Cauca, Magdalena, and Risaralda). Five farms were organic and newly established (&#x003C;1 to 15&#x2009;years) with low shade, and one farm was under long-term conventional management (&#x003E;30&#x2009;years old) with higher shade cover. We used amplicon sequencing and functional prediction based on the FUNGuild annotation tool. Fungal community composition diverged among farms, with <italic>Mortierella</italic> (<italic>Mortierellomycota</italic>) and <italic>Saitozyma</italic> (<italic>Basidiomycota</italic>) among the most prevalent genera. Functional prediction revealed the predominance of saprotroph-symbiotroph and pathotroph fungi. The endophyte and litter decomposer <italic>Mortierella</italic> genus was dominant within the saprotrophs and symbiotrophs. The pathotroph community was characterized by insect pathogen species belonging to the <italic>Metarhizium</italic> (<italic>Ascomycota</italic>) genus. Indeed, <italic>M. anisopliae</italic> and <italic>M. marquandii</italic> were identified as indicator species in the conventional long-term shaded farm. This study revealed that coffee plantations studied sustain a diverse fungal community and nurture potentially beneficial species. Further studies are needed to elucidate how particular management practices can nourish beneficial fungi, suppress detrimental species, and promote more sustainable coffee production.</p>
</abstract>
<kwd-group>
<kwd>coffee mycobiome</kwd>
<kwd>sustainable agriculture</kwd>
<kwd>shade</kwd>
<kwd>microbiome</kwd>
<kwd>amplicon sequencing</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="95"/>
<page-count count="12"/>
<word-count count="9170"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Agroecology and Ecosystem Services</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Coffee (<italic>Coffea arabica</italic> L.&#x2014;Rubiaceae) is the second most valuable commodity in the world after oil. It is a major crop in many countries in Latin America, Africa and Asia. Colombia is the third-largest global coffee producer after Brazil and Vietnam (<xref ref-type="bibr" rid="ref22">de Oliveira Junqueira et al., 2019</xref>). Colombian coffee cultivation produces income that accounts for 15% of the agricultural GDP and employs 2.5 million people annually (<xref ref-type="bibr" rid="ref11">Cano-S&#x00E1;nz et al., 2013</xref>). The success of coffee cultivation in Colombia is mainly due to rich volcanic-ash soil, abundant annual rainfall (200&#x2009;mm per month on average), and high altitudes (1,800&#x2013;2,000&#x2009;m) where the Arabic coffee grows (<xref ref-type="bibr" rid="ref45">Lara-Estrada and Vaast, 2005</xref>). However, such conditions overlap with areas of enormously rich biodiversity (<xref ref-type="bibr" rid="ref42">Komar, 2006</xref>). Consequently, coffee represents a promising crop in the described environment but entails an undeniable impact on local and global biodiversity (<xref ref-type="bibr" rid="ref40">Jha et al., 2014</xref>).</p>
<p>Different cropping strategies for coffee cultivation have a particular impact on biodiversity (<xref ref-type="bibr" rid="ref53">Moguel and Toledo, 1999</xref>). Agroforestry, also known as shade-grown management, supports coffee plantations in the understory of native and exotic trees. Diversified shade management has been the basis of traditional coffee plantations and offers a refuge for biodiversity, such as arthropods, mammals, amphibians and birds (<xref ref-type="bibr" rid="ref20">De Beenhouwer et al., 2013</xref>; <xref ref-type="bibr" rid="ref63">Perfecto et al., 2014</xref>), with tree leaf litter being an important source of carbon that modulates soil biota structure and functions (<xref ref-type="bibr" rid="ref67">Rao et al., 2020</xref>). Coffee farm management is gradually shifting away from shade-grown management in favor of sun-intensive, higher-yield farms (<xref ref-type="bibr" rid="ref18">DaMatta, 2004</xref>; <xref ref-type="bibr" rid="ref8">Bravo-Monroy et al., 2016</xref>; <xref ref-type="bibr" rid="ref86">Velmourougane and Bhat, 2017</xref>; <xref ref-type="bibr" rid="ref35">Harvey et al., 2021</xref>). Compared to the available information about the impact of coffee cultivation on aboveground diversity, relatively little is known about belowground microbial diversity.</p>
<p>Among soil-borne microorganisms, soil fungi regulate key ecosystem processes, including plant productivity and carbon mineralization and sequestration. They are essential decomposers, mutualists, and pathogens (<xref ref-type="bibr" rid="ref90">Webster and Weber, 2006</xref>). Certain pathogenic and mutualistic fungi have been extensively studied in coffee (<xref ref-type="bibr" rid="ref50">Lovera et al., 2022</xref>; <xref ref-type="bibr" rid="ref52">Lu et al., 2022b</xref>). For example, in the period from 2008 to 2011, until the appearance of resistant cultivars, <italic>Hemileia vastatrix</italic> caused a massive outbreak of coffee leaf rust in <italic>C. arabica</italic> plantations with significant economic losses (<xref ref-type="bibr" rid="ref16">Cristancho et al., 2012</xref>; <xref ref-type="bibr" rid="ref73">Talhinhas et al., 2017</xref>; <xref ref-type="bibr" rid="ref31">Gichuru et al., 2021</xref>). On the other hand, the mutualistic association between coffee and arbuscular mycorrhizal fungi (AMF) has been well documented (<xref ref-type="bibr" rid="ref80">Urgiles-G&#x00F3;mez et al., 2021</xref>; <xref ref-type="bibr" rid="ref50">Lovera et al., 2022</xref>). Nevertheless, there is scarce information about overall soil fungal communities and their ecological functions, which are of utmost importance for sustainable crop management (<xref ref-type="bibr" rid="ref27">Duong et al., 2020</xref>; <xref ref-type="bibr" rid="ref67">Rao et al., 2020</xref>).</p>
<p>Soil fungal responses are context-dependent, and local conditions determine the resultant assemblage and functions of fungal communities (<xref ref-type="bibr" rid="ref46">Lekberg et al., 2021</xref>; <xref ref-type="bibr" rid="ref89">Wang et al., 2021</xref>; <xref ref-type="bibr" rid="ref76">Tedersoo et al., 2022</xref>). For example, fungal diversity showed high sensitivity to the legacy effects of land uses in the past (<xref ref-type="bibr" rid="ref79">Turley et al., 2020</xref>; <xref ref-type="bibr" rid="ref15">Correia et al., 2021</xref>) and along altitudinal gradients (<xref ref-type="bibr" rid="ref58">Ogwu et al., 2019</xref>). In coffee plantations, earlier studies revealed that the soil fungal community is strongly influenced by agronomical management (i.e., conventional vs. organic) and the canopy composition in agroforestry systems on Nicaraguan farms (<xref ref-type="bibr" rid="ref41">Jurburg et al., 2020</xref>), while altitude, the regional floristic domains and <italic>Coffea</italic> species were the main drivers of fungal diversity on Brazilian farms (<xref ref-type="bibr" rid="ref87">Veloso et al., 2020</xref>, <xref ref-type="bibr" rid="ref9009">2023</xref>). However, <italic>in situ</italic> surveys of soil fungi are missing in important and traditional coffee-growing regions of Colombia. Notably, unsustainable farm practices can favor pathogenic species (<xref ref-type="bibr" rid="ref41">Jurburg et al., 2020</xref>; <xref ref-type="bibr" rid="ref67">Rao et al., 2020</xref>), and impoverish the pool of mutualistic fungi from which plant roots can be colonized (<xref ref-type="bibr" rid="ref9">Brinkmann et al., 2019</xref>; <xref ref-type="bibr" rid="ref64">Prates J&#x00FA;nior et al., 2019</xref>; <xref ref-type="bibr" rid="ref50">Lovera et al., 2022</xref>). In addition, valuable agents against pathogens and pests in coffee plantations, such as entomopathogenic and endophyte fungal species, are also sensitive to management practices (<xref ref-type="bibr" rid="ref82">Vega et al., 2008</xref>; <xref ref-type="bibr" rid="ref27">Duong et al., 2020</xref>; <xref ref-type="bibr" rid="ref5">Bayman et al., 2021</xref>).</p>
<p>This study aimed to identify and describe the community composition and ecological functions of soil fungi in coffee farms in three traditional coffee-growing regions of Colombia. We conducted our study in six farms with divergent management practices (one conventional and five organic), which also varied in shade management, the plantation age and environmental properties. Certainly, we acknowledge that the multiplicity of conditions that characterize the farms across the studied regions can determine the existing fungal community (<xref ref-type="bibr" rid="ref46">Lekberg et al., 2021</xref>; <xref ref-type="bibr" rid="ref89">Wang et al., 2021</xref>; <xref ref-type="bibr" rid="ref76">Tedersoo et al., 2022</xref>). For this reason, we focused on the identification of abundant genera, indicator species, and functional guilds. Despite the aforementioned sampling limitations, this investigation offers insight into the soil fungal taxonomy and ecological functions and provides an empirical baseline supporting the implementation of sustainable agricultural practices in Colombian coffee plantations.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Description of the study area</title>
<p>The experimental sites were located in three Colombian coffee-growing regions: Cauca (Cau), Risaralda (Ris), and Magdalena (Mag) (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The Cauca and Risaralda regions were characterized by Andosols while Acrisols prevailed in the Magdalena region (<xref ref-type="bibr" rid="ref39">IUSS Working Group WRB, 2022</xref>, adapted from <xref ref-type="bibr" rid="ref38">IGAC, 2022</xref>). In Cauca, the farm was located in the town of El Tambo. The region is part of the southwestern Andean mountains of Colombia, characterized by diverse topography and favorable edaphic and climatic conditions for producing top-tier coffee (<xref ref-type="bibr" rid="ref68">Rekik et al., 2018</xref>). In Risaralda, the surveyed farms were located in the town of Quinchia, in the central Andean mountains. Risaralda stands as the preeminent coffee-producing region in Colombia, commonly denominated as the &#x2018;Eje Cafetero&#x2019; or Coffee Central Axis. For over a century and a half, this expansive territory has played a pivotal role as the principal epicenter of coffee cultivation in Colombia. Risaralda&#x2019;s abundant rainfall and fertile soils contribute to the production of high-quality Arabica coffee beans (<xref ref-type="bibr" rid="ref29">Garc&#x00ED;a et al., 2014</xref>; <xref ref-type="bibr" rid="ref83">Velandia-Silva, 2017</xref>). In Magdalena, the farms were in the town of Minca, in the northern part of the country. It harbors diverse ecosystems, including coastal areas, mountains, and tropical forests that differentiate it from any other coffee-producing area in Colombia (<xref ref-type="bibr" rid="ref29">Garc&#x00ED;a et al., 2014</xref>). In Magdalena, studied coffee farms were small (less than one hectare) with low-tech coffee management.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Geographic location of sampled regions of Colombian coffee plantations.</p>
</caption>
<graphic xlink:href="fsufs-08-1345383-g001.tif"/>
</fig>
<p>The six coffee farms surveyed differed in the use of agrochemicals [conventional (1) vs. organic (5)] and shade management [low (3) vs. higher shade cover (3)] (<xref ref-type="table" rid="tab1">Table 1</xref>). <italic>Cordia alliodora</italic>, <italic>Inga densiflora</italic>, and <italic>Eucalyptus grandis</italic> were the most prevalent tree species in shaded coffee plantations. In the organic farms certified by the National Coffee Federation, nutrient are replenished through the application of homemade organic amendments produced on-site and the cultivation of beneficial legumes. Pesticides for pest and disease control are prohibited. In the surveyed conventional farm, synthetic chemicals are used for fertilization, as well as for pest and weed control.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Description of study sites (i.e., farms) belonging to three traditional coffee regions of Colombia located in Cauca (Cau), Magdalena (Mag_1; Mag_2), and Risaralda (Ris_1; Ris_2; Ris_3).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Farm</th>
<th align="left" valign="top">Region</th>
<th align="left" valign="top">Management</th>
<th align="center" valign="top">Age (years)</th>
<th align="center" valign="top">Shade (%)</th>
<th align="center" valign="top">Coffee variety</th>
<th align="center" valign="top">Altitude (masl)</th>
<th align="center" valign="top">MAP<sup>&#x002A;</sup> (mm)</th>
<th align="center" valign="top">MAT<sup>+</sup> (&#x00B0;<italic>C</italic>)</th>
<th align="center" valign="top">Latitude (&#x00B0;)</th>
<th align="center" valign="top">Longitude (&#x00B0;)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Cau</td>
<td align="left" valign="middle">Cauca</td>
<td align="left" valign="middle">Organic</td>
<td align="center" valign="middle">&#x003C;1</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">Castillo</td>
<td align="center" valign="middle">1750</td>
<td align="center" valign="middle">2,755</td>
<td align="center" valign="top">19.24</td>
<td align="center" valign="middle">2.461</td>
<td align="center" valign="middle">&#x2212;76.803</td>
</tr>
<tr>
<td align="left" valign="middle">Mag_1</td>
<td align="left" valign="middle" rowspan="2">Magdalena</td>
<td align="left" valign="middle">Conventional</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">80</td>
<td align="center" valign="middle">Colombia</td>
<td align="center" valign="middle">1,570</td>
<td align="center" valign="middle">2,800</td>
<td align="center" valign="top">21.60</td>
<td align="center" valign="middle">11.077</td>
<td align="center" valign="middle">&#x2212;74.037</td>
</tr>
<tr>
<td align="left" valign="middle">Mag_2</td>
<td align="left" valign="middle">Organic</td>
<td align="center" valign="middle">&#x003C;1</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">Colombia</td>
<td align="center" valign="middle">940</td>
<td align="center" valign="middle">2,800</td>
<td align="center" valign="top">21.60</td>
<td align="center" valign="middle">11.088</td>
<td align="center" valign="middle">&#x2212;74.077</td>
</tr>
<tr>
<td align="left" valign="middle">Ris_1</td>
<td align="left" valign="middle" rowspan="3">Risaralda</td>
<td align="left" valign="middle">Organic</td>
<td align="center" valign="middle">10</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">Colombia</td>
<td align="center" valign="middle">1,582</td>
<td align="center" valign="middle">2,623</td>
<td align="center" valign="top">16.58</td>
<td align="center" valign="middle">5.352</td>
<td align="center" valign="middle">&#x2212;75.728</td>
</tr>
<tr>
<td align="left" valign="middle">Ris_2</td>
<td align="left" valign="middle">Organic</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">Colombia</td>
<td align="center" valign="middle">1,670</td>
<td align="center" valign="middle">2,623</td>
<td align="center" valign="top">16.58</td>
<td align="center" valign="middle">5.349</td>
<td align="center" valign="middle">&#x2212;75.725</td>
</tr>
<tr>
<td align="left" valign="middle">Ris_3</td>
<td align="left" valign="middle">Organic</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">70</td>
<td align="center" valign="middle">Colombia</td>
<td align="center" valign="middle">1,699</td>
<td align="center" valign="middle">2,623</td>
<td align="center" valign="top">16.58</td>
<td align="center" valign="middle">5.364</td>
<td align="center" valign="middle">&#x2212;75.727</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;MAP, mean annual precipitation; <sup>+</sup>MAT, mean annual temperature.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Soil sampling</title>
<p>The samples were collected between July and August 2021. Before collection, the surface of each sampling area was manually cleaned to remove organic material such as leaf litter, branches, stems of plants, inorganic debris, etc. In each farm, one transect of 500 plants was selected and five plants, each separated by 20 coffee shrubs, were sampled. A sample of 50&#x2013;150&#x2009;g of soil was collected using a sterile metal spatula at a depth of 0&#x2013;20&#x2009;cm and 30&#x2009;cm from each coffee trunk. Samples were stored in sterile Ziploc-type plastic bags (4&#x00B0;C) and transported to the Laboratory of Molecular Interactions of Microorganisms in Agriculture (LIMMA), Universidad de Los Andes, for further processing.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Soil properties</title>
<p>Soil sampling for physicochemical analyses were performed in one composite sample per farm at the Soil and Foliar Laboratory, Universidad Tecnol&#x00F3;gica de Pereira, Colombia. In Mag_1 and Mag_2 farmers carried out sampling. Unfortunately, due to circumstances beyond our control, we were unable to conduct physicochemical analyses of the Mag_2 farm because the farmer did not provide the soil sample. In the remaining sites, pH was measured with a potentiometer in water (1:1), organic matter (OM) with the Walkley-Black photometric method, and electrical conductivity (EC) in paste saturated with water using a conductivity meter. Iron (Fe), manganese (Mn), zinc (Zn), and copper (Cu) ions were determined by the atomic absorption technique (acetate+EDTA). Boron (B) was determined by extraction with monocalcium phosphate, azomethine H., and photometric detection; sulfur (S) was determined by the turbidimetric method after extraction with monocalcium phosphate. Phosphorus (P) was analyzed using the Bray II photometric method. Texture was determined by Bouyoucos, and exchangeable acidity was determined by the volumetric method under KCl extraction. The bases &#x2013; potassium (K), calcium (Ca), magnesium, (Mg), and sodium (Na) &#x2013; were analyzed by the ammonium acetate method, using atomic absorption. Finally, cation exchange capacity (CEC) was quantified by atomic absorption spectrophotometry.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>DNA extraction</title>
<p>Molecular identification of soil fungi was conducted using five soil replicates per individual farm. DNA was extracted from 250&#x2009;mg of fresh soil using DNeasy&#x00AE; PowerSoil&#x00AE; Pro-Kit (Qiagen), following the manufacturer&#x2019; recommendations. DNA quality and quantity were checked by 1% agarose gel electrophoresis, and spectrophotometry was conducted using the NanoDrop&#x2122; 2000 (Thermo Fisher Scientific&#x2122;). The DNA samples were stored at - 80&#x00B0;C until further processing.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Library preparation and high throughput sequencing</title>
<p>Amplification was performed using fungal-specific primers ITS3_KyO2F (5&#x2019;-GATGAAGAACGYAGYRAA-3&#x2032;) and ITS4R (5&#x2019;-TCCTCCGCTTATTGATATGC-3&#x2032;) targeting the internal transcribed spacer (ITS2) region (<xref ref-type="bibr" rid="ref78">Toju et al., 2012</xref>). Library preparation and high-throughput, pair-end sequencing were performed on the Illumina MiSeq PE250 platform of the Genomics Unit of the IABIMO (INTA, Hurlingham, Buenos Aires, Argentina).</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Bioinformatics analysis</title>
<p>Bioinformatics processing of the reads was performed with QIIME 2 version 2022.2 (<xref ref-type="bibr" rid="ref7">Bolyen et al., 2019</xref>). Illumina adapters and primers were trimmed with the cutadapt function of QIIME2 pipeline. Next, denoising processing was performed using DADA2 version 2022.8.0 (<xref ref-type="bibr" rid="ref10">Callahan et al., 2016</xref>). Amplicons with more than 100&#x2009;bp were retained and amplicon sequence variants (ASVs) were generated. The taxonomic assignment of each ASV was annotated using the q2-classify-sklearn module against UNITE 8.3 database (<xref ref-type="bibr" rid="ref56">Nilsson et al., 2019</xref>). Functional guilds were assigned at the genus level using the annotation tool FUNGuild (<xref ref-type="bibr" rid="ref55">Nguyen et al., 2016</xref>). Only &#x2018;highly probable&#x2019; and &#x00B4;probable&#x2019; confidence rankings were considered for further analyses. Among the total number of ASVs, 75.2% were assigned to a specific functional group.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Statistical analysis</title>
<p>Sequencing efficacy was assessed with rarefaction analysis using the rarefy function from the R package VEGAN (<xref ref-type="bibr" rid="ref59">Oksanen et al., 2015</xref>). For further analyses, the data matrix was standardized by rarefaction to the minimum read count per sample (12,174). This approach, which consists of randomly selecting reads in each sample until the minimum read count is reached, is optimal for reducing bias due to differences in sample size while retaining information (<xref ref-type="bibr" rid="ref21">De C&#x00E1;rcer et al., 2011</xref>). Alpha diversity indexes were calculated using the diversity function from the R package VEGAN (<xref ref-type="bibr" rid="ref59">Oksanen et al., 2015</xref>). Differences in alpha diversity indexes among farms were tested using Tukey <italic>post hoc</italic> analyses with Bonferroni correction after Kruskal-Wallis tests from the R package STATS (<xref ref-type="bibr" rid="ref66">R Development Core Team, 2022</xref>). The effect of farms on soil fungal community composition was assessed by permutational multivariate analysis of variance (<xref ref-type="bibr" rid="ref2">Anderson, 2001</xref>) using the adonis function with 9,999 permutations from the R package VEGAN (<xref ref-type="bibr" rid="ref59">Oksanen et al., 2015</xref>). Variation in fungal taxonomic community composition was visualized by non-metric multidimensional scaling (three-dimensional NMDS, with 50 iterations) using the metaMDS function and Bray-Curtis distance from VEGAN package (<xref ref-type="bibr" rid="ref59">Oksanen et al., 2015</xref>). We plotted ellipses representing communities belonging to the different farms with the ordiellipse function using the standard deviations of weighted averages (<xref ref-type="bibr" rid="ref59">Oksanen et al., 2015</xref>). To identify fungal ASVs associated with a specific farm, we used indicator species analysis (<xref ref-type="bibr" rid="ref26">Dufr&#x00EA;ne and Legendre, 1997</xref>) as implemented by function indval from the R package LABDSV (<xref ref-type="bibr" rid="ref69">Roberts, 2012</xref>). Only those ASVs with an indicator value of at least 0.25 were considered. To identify abundant genera, we detected those genera with &#x2265;0.005 relative abundance per sample and present in at least 25% of sampling sites. Differences in the abundance of genera, phyla, and fungal trophic mode among farms were tested as described for alpha diversity indexes.</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<label>3</label>
<title>Results</title>
<sec id="sec11">
<label>3.1</label>
<title>Soil properties</title>
<p>Overall, soils had low nutrient content, considerably high levels of organic matter, and coarse textures with a predominance of sand among soil textural particles. Soils were characterized by moderate water retention (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>), low cation exchange capacity (CEC), low P availability (except for Ris_1) and poor base saturation. The cationic complex was dominated by acidic metallic components, namely Fe and Al (<xref ref-type="table" rid="tab1">Table 1</xref> and <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
</sec>
<sec id="sec12">
<label>3.2</label>
<title>Sequencing</title>
<p>A total of 5,034,648 ITS sequences/reads were obtained from 27 out of 30 samples submitted for sequencing. Three samples of Cau and one of Ris_1 failed in the sequencing procedure. After cleaning and denoising processes, 316,524 reads were retained and 456 fungal ASVs were identified. All samples reached the asymptote when the number of reads was 12,174 (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). The raw reads were submitted to the European Nucleotide Archive and are available from BioProject PRJEB51624.</p>
</sec>
<sec id="sec13">
<label>3.3</label>
<title>Alpha diversity</title>
<p>Alpha diversity indexes varied widely among farms with significant differences in observed richness and Shannon indexes (<xref ref-type="table" rid="tab2">Table 2</xref>). The range of observed richness (ASVs) was around 30.6 (Mag_2) and 107.2 (Mag_1). Mag_1 presented the highest value of Shannon index with an average of 2.97 whereas the range presented by the other farms ranged from 0.89 (Mag_2) to 1.94 (Ris_2). Farms did not exhibit differences in evenness of fungal species, according to the invSimpson index (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Observed richness, Shannon diversity and inverse of the Simpson indexes based on the taxonomic diversity of soil fungi.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Farm</th>
<th align="center" valign="top">Observed richness (S)</th>
<th align="center" valign="top">Shannon (H)</th>
<th align="center" valign="top">InvSimpson (1/D)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">Cau</td>
<td align="center" valign="bottom">32.5<sup>bc</sup></td>
<td align="center" valign="bottom">1.75<sup>b</sup></td>
<td align="center" valign="bottom">2.76<sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="bottom">Mag_1</td>
<td align="center" valign="bottom">107.2<sup>a</sup></td>
<td align="center" valign="bottom">2.97<sup>a</sup></td>
<td align="center" valign="bottom">7.52<sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="bottom">Mag_2</td>
<td align="center" valign="bottom">30.6<sup>c</sup></td>
<td align="center" valign="bottom">0.89<sup>b</sup></td>
<td align="center" valign="bottom">1.68<sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="bottom">Ris_1</td>
<td align="center" valign="bottom">38.25<sup>bc</sup></td>
<td align="center" valign="bottom">1.05<sup>b</sup></td>
<td align="center" valign="bottom">2.60<sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="bottom">Ris_2</td>
<td align="center" valign="bottom">81.2<sup>b</sup></td>
<td align="center" valign="bottom">1.94<sup>b</sup></td>
<td align="center" valign="bottom">6.29<sup>a</sup></td>
</tr>
<tr>
<td align="left" valign="bottom">Ris_3</td>
<td align="center" valign="bottom">56.4<sup>bc</sup></td>
<td align="center" valign="bottom">1.04<sup>b</sup></td>
<td align="center" valign="bottom">1.58<sup>a</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Different letters indicate significant differences within rows by Tukey <italic>post hoc</italic> analyses with Bonferroni correction after Kruskal&#x2013;Wallis statistical tests.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec14">
<label>3.4</label>
<title>Community composition</title>
<p>Composition differences in soil fungal communities were assessed across farms based on the Bray-Curtis distances between samples [PERMANOVA, df&#x2009;=&#x2009;5, <italic>R</italic><sup>2</sup>&#x2009;=&#x2009;0.6221, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001]. This finding is further illustrated in the NMDS plot, where Mag_1 and Mag_2 formed separate and less dispersed groups onto the ordination plot (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Non-metric multidimensional scaling (NMDS) ordination of fungal community composition based on Bray-Curtis distance (<italic>k</italic>&#x2009;=&#x2009;2, stress 0.08). Ellipses indicate one SD around group centroids of each farm.</p>
</caption>
<graphic xlink:href="fsufs-08-1345383-g002.tif"/>
</fig>
<p>Indicator species analysis revealed that 21 fungal ASVs were distinctive of a particular farm (<xref ref-type="table" rid="tab3">Table 3</xref>). Thirteen out of the 21 indicator fungal ASVs were identified at the species level. Notably, Cau and Mag_1 exhibited the highest number of indicator species, including pathotrophs, saprotrophs-symbiotrophs and pathotrophs-saprotrophs. Mag_2 was characterized by the saprotroph-symbiotroph <italic>Mortierella elongata</italic> (<xref ref-type="table" rid="tab3">Table 3</xref>). The saprotroph Ascobolaceae and the pathotroph-saprotroph <italic>Septoriella</italic> sp. were indicators of Ris_1; while Ris_2 did not show any indicator species and the pathotroph-saprotroph <italic>Cordana bisbyi</italic> was an indicator of Ris_3 (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Indicator species analysis showing characteristic fungal species (indicator value &#x003E;0.25) of studied coffee farms.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Cluster</th>
<th align="center" valign="top">Indicator species [phylum]<sup>+</sup></th>
<th align="center" valign="top">Ind. value</th>
<th align="center" valign="top">Probability</th>
<th align="center" valign="top">Trophic mode</th>
<th align="center" valign="top">Guild<sup>&#x002A;</sup></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">Cau</td>
<td align="left" valign="bottom"><italic>Clonostachys candelabrum</italic> [A]</td>
<td align="center" valign="bottom">0.925</td>
<td align="center" valign="bottom">0.002</td>
<td align="left" valign="bottom">Pathotroph</td>
<td align="left" valign="bottom">PP</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Mortierella minutissima</italic> [M]</td>
<td align="center" valign="bottom">0.788</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">Saprotroph-Symbiotroph</td>
<td align="left" valign="bottom">E-LS-SS</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Mortierella sarnyensis</italic> [M]</td>
<td align="center" valign="bottom">0.862</td>
<td align="center" valign="bottom">0.003</td>
<td align="left" valign="bottom">Saprotroph-Symbiotroph</td>
<td align="left" valign="bottom">E-LS-SS</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Papiliotrema laurentii</italic> [B]</td>
<td align="center" valign="bottom">0.857</td>
<td align="center" valign="bottom">0.002</td>
<td align="left" valign="bottom">na</td>
<td align="left" valign="bottom">na</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Pseudocoleophoma</italic> sp. [A]</td>
<td align="center" valign="bottom">0.990</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">Saprotroph</td>
<td align="left" valign="bottom">US</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Scedosporium</italic> sp. [A]</td>
<td align="center" valign="bottom">0.858</td>
<td align="center" valign="bottom">0.007</td>
<td align="left" valign="bottom">Saprotroph</td>
<td align="left" valign="bottom">US</td>
</tr>
<tr>
<td align="left" valign="bottom">Mag_1</td>
<td align="left" valign="bottom"><italic>Circinella simplex</italic> [Mu]</td>
<td align="center" valign="bottom">0.731</td>
<td align="center" valign="bottom">0.008</td>
<td align="left" valign="bottom">Saprotroph</td>
<td align="left" valign="bottom">US</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Cladosporium sphaerospermum</italic> [A]</td>
<td align="center" valign="bottom">0.800</td>
<td align="center" valign="bottom">0.007</td>
<td align="left" valign="bottom">na</td>
<td align="left" valign="bottom">na</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Clonostachys</italic> sp. [A]</td>
<td align="center" valign="bottom">0.863</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">Pathotroph</td>
<td align="left" valign="bottom">PP</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Ilyonectria</italic> sp. [A]</td>
<td align="center" valign="bottom">0.950</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">Pathotroph</td>
<td align="left" valign="bottom">PP</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Metarhizium anisopliae</italic> [A]</td>
<td align="center" valign="bottom">0.760</td>
<td align="center" valign="bottom">0.002</td>
<td align="left" valign="bottom">Pathotroph</td>
<td align="left" valign="bottom">AP</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Metarhizium marquandii</italic> [A]</td>
<td align="center" valign="bottom">0.674</td>
<td align="center" valign="bottom">0.005</td>
<td align="left" valign="bottom">Pathotroph</td>
<td align="left" valign="bottom">AP</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Penicillium</italic> sp. [A]</td>
<td align="center" valign="bottom">0.969</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">Saprotroph</td>
<td align="left" valign="bottom">DS-WS</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Phialocephala hum&#x00ED;cola</italic> [A]</td>
<td align="center" valign="bottom">0.959</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">Symbiotroph</td>
<td align="left" valign="bottom">E</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Sagenomella diversispora</italic> [A]</td>
<td align="center" valign="bottom">0.800</td>
<td align="center" valign="bottom">0.007</td>
<td align="left" valign="bottom">Saprotroph</td>
<td align="left" valign="bottom">US</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Saitozyma podzolica</italic> [B]</td>
<td align="center" valign="bottom">0.787</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">na</td>
<td align="left" valign="bottom">na</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Setophoma</italic> sp. [A]</td>
<td align="center" valign="bottom">0.696</td>
<td align="center" valign="bottom">0.008</td>
<td align="left" valign="bottom">Pathotroph-Saprotroph</td>
<td align="left" valign="bottom">FP-PP-PS</td>
</tr>
<tr>
<td align="left" valign="bottom">Mag_2</td>
<td align="left" valign="bottom"><italic>Mortierella elongata</italic> [M]</td>
<td align="center" valign="bottom">0.610</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">Saprotroph-Symbiotroph</td>
<td align="left" valign="bottom">E-LS-SS</td>
</tr>
<tr>
<td align="left" valign="bottom">Ris_1</td>
<td align="left" valign="bottom">Ascobolaceae [A]</td>
<td align="center" valign="bottom">0.971</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">Saprotroph</td>
<td align="left" valign="bottom">DS-WS</td>
</tr>
<tr>
<td/>
<td align="left" valign="bottom"><italic>Septoriella</italic> sp. [A]</td>
<td align="center" valign="bottom">0.991</td>
<td align="center" valign="bottom">0.001</td>
<td align="left" valign="bottom">Pathotroph-Saprotroph</td>
<td align="left" valign="bottom">FP-PP-PS</td>
</tr>
<tr>
<td align="left" valign="bottom">Ris_3</td>
<td align="left" valign="bottom"><italic>Cordana bisbyi</italic> [A]</td>
<td align="center" valign="bottom">0.695</td>
<td align="center" valign="bottom">0.01</td>
<td align="left" valign="bottom">Pathotroph-Saprotroph</td>
<td align="left" valign="bottom">na</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Trophic mode and functional guild were added based on FUNGuild database. <sup>+</sup>Phylum: A, <italic>Ascomycota</italic>; B, <italic>Basidiomycota</italic>; M, <italic>Mortierellomycota</italic>; Mu, <italic>Mucoromycota</italic>. <sup>&#x002A;</sup>Guild defined according to FUNGuild database (<xref ref-type="bibr" rid="ref55">Nguyen et al., 2016</xref>): AP, animal pathogen; E, endophyte; E-LS-SS, endophyte-litter saprotroph-soil saprotroph; DS-WS, dung saprotroph- wood saprotroph; FP-PP-PS, fungal parasite-plant pathogen-plant saprotroph; PP, plant pathogen; US, undefined saprotroph; na, not available information.</p>
</table-wrap-foot>
</table-wrap>
<p>Overall, 11 phyla were identified, and <italic>Mortierellomycota</italic>, <italic>Basidiomycota</italic>, and <italic>Ascomycota</italic> were the most abundant (<xref ref-type="fig" rid="fig3">Figure 3</xref>). The per sample abundance distribution and statistical comparisons among farms are presented in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref> and <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>, respectively. <italic>Mortierellomycota</italic> was dominant in Ris_3 (88.4%) and Mag_2 (88.2%) and less abundant in Mag_1 (16.6%) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). <italic>Basidiomycota</italic> was mainly found in Mag_1 (43.8%) with a low abundance in Mag_2 and Ris_3 (both around 0.1%). <italic>Ascomycota</italic> was predominant in Mag_1 (33.7%), and rare in Ris_1 (0.7%) and Mag_3 (0.2%) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). <italic>Chytridiomycota</italic>, <italic>Glomeromycota, Kickxellomycota</italic>, and <italic>Mucoromycota</italic> were mainly found in Mag_1, and <italic>Rozellomycota</italic> was detected in Cau (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref> and <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Relative abundances of soil fungal phyla in coffee farms. &#x201C;Other&#x201D; indicates the relative abundance of minor phyla <italic>Aphelidiomycota</italic> and <italic>Zoopagomycota</italic>. &#x201C;Unidentified&#x201D; indicates the relative abundance of ASVs belonging to Fungi but not associated with further taxonomic groups. Asterisks (&#x002A;) indicate significant difference in phylum abundance according to Tukey post-hoc analyses with Bonferroni correction after Kruskal&#x2013;Wallis statistical tests (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>).</p>
</caption>
<graphic xlink:href="fsufs-08-1345383-g003.tif"/>
</fig>
</sec>
<sec id="sec15">
<label>3.5</label>
<title>Abundant genera</title>
<p>Six genera were identified as predominant among the coffee farms (<xref ref-type="fig" rid="fig4">Figure 4</xref>). By far, <italic>Mortierella</italic> (<italic>Mortierellomycota</italic>) was the most abundant genus, reaching up to 88% abundance, followed by <italic>Saitozyma</italic> (<italic>Basidiomycota</italic>) with 30% abundance in Mag_1 (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). <italic>Metarhizium</italic> (<italic>Ascomycota</italic>) accounted for 8% in Mag_1 and showed significant differences from the other five farms (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.0003). <italic>Apiotrichum</italic> and <italic>Fusarium</italic> did not show significant differences among farms (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Proportion of reads (0 to 1) of the most abundant genus of soil fungi <bold>(A-F)</bold> (&#x2265; 0.005 of relative abundance per sample and present in at least 25% of sampling sites). Solid lines indicate medians; boxes and whiskers indicate quartiles and ranges, respectively. Different letters indicate statistical differences among farms by Tukey post-hoc analyses with Bonferroni correction after Kruskal Wallis statistical tests.</p>
</caption>
<graphic xlink:href="fsufs-08-1345383-g004.tif"/>
</fig>
</sec>
<sec id="sec16">
<label>3.6</label>
<title>Functional prediction</title>
<p>Saprotroph-symbiotroph was the most abundant trophic mode in the survey, accounting for up to 99% of detected functions in Mag_2, and 43% in Mag_1 (<xref ref-type="fig" rid="fig5">Figure 5</xref>). The genus <italic>Mortierella</italic> was representative of this trophic mode, with <italic>M. alpine</italic>, <italic>M. elongata</italic>, <italic>M. exigua,</italic> and <italic>M. minutissima</italic> identified at the species level (<xref ref-type="fig" rid="fig6">Figure 6</xref>). Potential pathotrophs were significantly more abundant in Mag_1 than in any other surveyed farms, with a 24% relative abundance (<xref ref-type="fig" rid="fig5">Figure 5</xref>). Among the genera belonging to Pathotroph, <italic>Metarhizium</italic> reached the highest abundance, particularly in Mag_1, with <italic>M. anisopliae</italic> and <italic>M. acridum</italic> identified at the species level (<xref ref-type="fig" rid="fig6">Figure 6</xref>). The potentially plant pathogens <italic>Clonostachys, Galactomyces, Giberella, Ilyonectria,</italic> and <italic>Thanatephorus</italic> were identified in low abundance considering the total counts (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref> and <xref ref-type="fig" rid="fig5">Figures 5</xref>, <xref ref-type="fig" rid="fig6">6</xref>). Saprotrophs reached up to 50% relative abundance in Mag_1 but varied highly within farms (<xref ref-type="fig" rid="fig5">Figure 5</xref>). <italic>Pseudocoleophoma</italic> and <italic>Talaromyces</italic> dominated the saprotrophic fungi in Cau, while species with low prevalence and abundance aggregated in the category &#x201C;others&#x201D; predominated on the remaining farms (<xref ref-type="fig" rid="fig6">Figure 6</xref>). The pathotroph-saprotroph-symbiotroph group exhibited a low relative abundance (i.e., &#x003C;1% of total reads) compared to the previous groups (<xref ref-type="fig" rid="fig5">Figure 5</xref>). In this trophic mode, <italic>Trichoderma longipilis</italic> and <italic>Trichoderma</italic> sp. predominated in Cau and Mag_1, respectively (<xref ref-type="fig" rid="fig6">Figure 6</xref>). Pathotroph-saprotroph and pathotroph-symbiotroph fungi showed low abundance and were absent on the Cau farm (<xref ref-type="fig" rid="fig5">Figure 5</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Proportion of reads (0 to 1) of the most abundant trophic modes <bold>(A-F)</bold> (&#x2265; 0.005 of relative abundance per sample and present in at least 25% of sampling sites). Only trophic modes with &#x201C;probable&#x201D; and &#x201C;highly probable&#x201D; confidence were considered. Solid lines indicate medians; boxes and whiskers indicate quartiles and ranges, respectively. Different letters indicate statistical differences among farms by Tukey post-hoc analyses with Bonferroni correction after Kruskal Wallis statistical tests.</p>
</caption>
<graphic xlink:href="fsufs-08-1345383-g005.tif"/>
</fig>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Abundances shown as read counts per farm of fungal taxon assigned as Saprotroph. Symbiotroph <bold>(A)</bold>, Pathotroph <bold>(B)</bold>, Saprotroph <bold>(C)</bold>, Pathotroph. Saprotroph. Symbiotroph <bold>(D)</bold>, Pathotroph. Saprotroph <bold>(E)</bold>, and Pathotroph. Symbiotroph <bold>(F)</bold> trophic modes. &#x201C;Taxon&#x201D; represents the highest taxonomic level revealed by the functional prediction database FUNGuild. Note that the trophic mode was assigned based on fungal genus (<xref ref-type="bibr" rid="ref55">Nguyen et al., 2016</xref>). &#x201C;Other&#x201D; is comprised by taxon with abundances lower than 0.5% of total counts of the group and a prevalence higher than 0.25.</p>
</caption>
<graphic xlink:href="fsufs-08-1345383-g006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec17">
<label>4</label>
<title>Discussion</title>
<p>Agriculture generates artificial systems through multiple human activities, which greatly alter the resources and environment, and affects the biodiversity patterns of pre-existing biota (<xref ref-type="bibr" rid="ref72">Sun et al., 2016</xref>; <xref ref-type="bibr" rid="ref30">Garc&#x00ED;a-Delgado et al., 2019</xref>; <xref ref-type="bibr" rid="ref88">Vukicevich et al., 2019</xref>). Here, we evaluated the composition of soil fungal communities in six coffee farms across three main coffee-growing regions in Colombia (Cauca, Risaralda, and Magdalena). These regions exhibited particular climatic and edaphic conditions, typical of soils intended for coffee production (<xref ref-type="bibr" rid="ref81">Vaast et al., 2006</xref>). We found differences in community composition and ecological functions of soil fungi, which could be expected given the distinct geographical locations (<xref ref-type="bibr" rid="ref75">Tedersoo et al., 2014</xref>; <xref ref-type="bibr" rid="ref56">Nilsson et al., 2019</xref>), altitudinal gradients (<xref ref-type="bibr" rid="ref58">Ogwu et al., 2019</xref>), topology (<xref ref-type="bibr" rid="ref87">Veloso et al., 2020</xref>), floristic domains (<xref ref-type="bibr" rid="ref9009">Veloso et al., 2023</xref>), and inherent soil properties (<xref ref-type="bibr" rid="ref72">Sun et al., 2016</xref>; <xref ref-type="bibr" rid="ref41">Jurburg et al., 2020</xref>; <xref ref-type="bibr" rid="ref57">Ning et al., 2021</xref>). However, to the best of our knowledge, the great predominance of the saprotroph-symbiotroph <italic>Mortierella</italic> and the genus <italic>Saitozyma</italic> is an unprecedented result that highlights the need for further investigation to disentangle the potential benefits as well as the consequences of this finding on the maintenance of sustainable coffee plantations (<xref ref-type="bibr" rid="ref27">Duong et al., 2020</xref>).</p>
<p>We found that the conventional long-term shaded farm showed a diverse fungal community and high number of indicator species. <italic>Ascomycota</italic> and <italic>Basidiomycota</italic> exhibited the highest abundances (33.7 and 44%, respectively) in Mag_1, the farm under conventional management, and were non-dominant on the remaining farms (2&#x2013;22% and 1&#x2013;8%, respectively). On the other hand, <italic>Mortierellomycota</italic> dominated fungal abundance, with up to 88% of the total number of reads in a single sample belonging to the organic farms. Such differences in phyla distribution are consistent with further taxonomical and functional indicators evaluated in this study (i.e., indicator species, abundant genera, and abundant trophic modes).</p>
<p><italic>Ascomycota, Basidiomycota,</italic> and <italic>Mortierellomycota</italic> are considered ubiquitous in natural and anthropogenic soils (<xref ref-type="bibr" rid="ref91">Yang et al., 2019</xref>; <xref ref-type="bibr" rid="ref14">Chen et al., 2020</xref>; <xref ref-type="bibr" rid="ref89">Wang et al., 2021</xref>). <italic>Ascomycota</italic> and <italic>Basidiomycota</italic> comprise a great variety of species displaying a wide range of lifestyles (<xref ref-type="bibr" rid="ref90">Webster and Weber, 2006</xref>). In a previous report on soil fungi in orchards in Boyac&#x00E1; Department, Colombia, <xref ref-type="bibr" rid="ref43">Landinez-Torres et al. (2019)</xref> found that ~60% of the abundance belonged to <italic>Ascomycota</italic> followed by ~20% <italic>Basidiomycota</italic> and&#x2009;~&#x2009;15% <italic>Zygomycota</italic> (formerly the phylum that contained <italic>Mortierellomycota</italic>). This study observed a similar pattern of relative abundance across the seven sites assessed in their survey (<xref ref-type="bibr" rid="ref43">Landinez-Torres et al., 2019</xref>). <xref ref-type="bibr" rid="ref33">Guevara (2005)</xref> found that conversion of natural forest to coffee plantation greatly affected the abundance of <italic>Basidiomycota</italic>, particularly mycelial cord-forming fungi, due to changes in soil micro-environmental conditions.</p>
<p><italic>Mortierellomycota</italic> is frequently represented in investigations of soil fungi. It has been identified among generalist fungi of cropping systems (<xref ref-type="bibr" rid="ref77">Toju et al., 2018</xref>; <xref ref-type="bibr" rid="ref32">Grzadziel and Ga&#x0142;azka, 2019</xref>; <xref ref-type="bibr" rid="ref89">Wang et al., 2021</xref>), and among the most characteristic micro-fungal species in montane cloud forest (<xref ref-type="bibr" rid="ref85">Velez et al., 2021</xref>). <italic>Mortierellomycota</italic> became highly dominant in soils after the addition of organic amendments (<xref ref-type="bibr" rid="ref47">Li et al., 2018</xref>, <xref ref-type="bibr" rid="ref48">2021</xref>), and high soil P availability negatively affected <italic>Mortierellomycota</italic> abundance (<xref ref-type="bibr" rid="ref24">Detheridge et al., 2016</xref>; <xref ref-type="bibr" rid="ref60">Orr&#x00F9; et al., 2021</xref>). Hence, considering that our study was conducted mostly in P-impoverished soils, we infer that such conditions might have created a favorable trophic niche for <italic>Mortierellomycota</italic> development (<xref ref-type="bibr" rid="ref72">Sun et al., 2016</xref>; <xref ref-type="bibr" rid="ref48">Li et al., 2021</xref>). Indeed, <italic>Mortierella</italic> was the predominant genus in five out of the six studied coffee farms, and it was identified as indicator species of organic farms. This result can be associated with the application of organic amendments on the organic farms (<xref ref-type="bibr" rid="ref47">Li et al., 2018</xref>, <xref ref-type="bibr" rid="ref48">2021</xref>), which are not generally used on conventional farms as these rely on mineral fertilization (<xref ref-type="bibr" rid="ref62">Perfecto et al., 2019</xref>).</p>
<p>The fungal functional guild analysis revealed a strong association between predicted functions and taxonomic composition. The great predominance of <italic>Mortierellomycota</italic> is consistent with the prevalence of the saprotroph-symbiotroph trophic mode and the representative species detected in this study (i.e., <italic>Mortierella alpina</italic>, <italic>M. elongata</italic>, <italic>M. exigua,</italic> and <italic>M. minutissima</italic>). It is noteworthy that the genus <italic>Mortierella</italic> comprises several phosphate-solubilizing species (<xref ref-type="bibr" rid="ref61">Osorio Vega et al., 2015</xref>; <xref ref-type="bibr" rid="ref13">Ceci et al., 2018</xref>), as well as species able to assist roots and mycorrhizal fungi in P acquisition (<xref ref-type="bibr" rid="ref74">Tamayo-Velez and Osorio, 2017</xref>). Our results highlight the potential role of <italic>Mortierella</italic> in carbon turnover and P acquisition on the surveyed farms, particularly in recently established coffee plantations suggesting this genus can be considered a beneficial component of the soil fungal community.</p>
<p>Potentially pathogenic fungi were abundant in the studied soils and included species of crucial agronomical importance. Animal, plant, and insect pathogens are the main functional guilds of pathotrophs (<xref ref-type="bibr" rid="ref55">Nguyen et al., 2016</xref>). Plant pathogens were found in very low abundance across the surveyed farms, and only <italic>Thanatephorus</italic> (teleomorph of <italic>Rhizoctonia solani</italic>) was found to be a potential coffee disease (<xref ref-type="bibr" rid="ref65">Priyatmojo et al., 2001</xref>). This pathogen is not a menace in productive plantations and has rarely been reported in coffee plantations (<xref ref-type="bibr" rid="ref27">Duong et al., 2020</xref>; <xref ref-type="bibr" rid="ref52">Lu et al., 2022b</xref>). <italic>Apiotrichum</italic> and <italic>Fusarium</italic> were among the dominant genera, and this finding was previously reported in coffee plantations and montane forest (<xref ref-type="bibr" rid="ref3">Arias and Abarca, 2014</xref>; <xref ref-type="bibr" rid="ref85">Velez et al., 2021</xref>). <italic>Apiotrichum</italic> and <italic>Fusarium</italic> have been described as devastating pests affecting coffee production in Africa, where they usually infect mature trees and affect coffee quality by the premature ripening of coffee beans (<xref ref-type="bibr" rid="ref9007">Rutherford and Phiri, 2006</xref>). Although farmers did not report damage caused by the fungal species in this study, they are a potential menace that deserves further consideration.</p>
<p>Conversely, insect pathogen species belonging to <italic>Metarhizium</italic>, in particular <italic>M. anisopliae</italic> and <italic>M. acridum</italic>, were characteristic of the conventional long-term shaded farm (Mag_1) (<xref ref-type="fig" rid="fig4">Figures 4</xref>, <xref ref-type="fig" rid="fig6">6</xref>). In addition to their well-documented entomopathogenic function, <italic>Metarhizium</italic> can also colonize plant root tissues as an endophyte, resulting in increased tolerance against pests and diseases (<xref ref-type="bibr" rid="ref6">Behie and Bidochka, 2014</xref>; <xref ref-type="bibr" rid="ref1">Altinok et al., 2019</xref>). In coffee plantations, <italic>M. anisopliae</italic> is used as a biopesticide to control nematodes (<italic>Tylenchida</italic>: Heteroderidae) and the coffee berry borer (<italic>Coleoptera</italic>: Cucurlionidae), which cause significant economic losses in coffee crops (<xref ref-type="bibr" rid="ref28">Escobar-Ram&#x00ED;rez et al., 2019</xref>; <xref ref-type="bibr" rid="ref17">Cure et al., 2020</xref>; <xref ref-type="bibr" rid="ref23">de Oliveira et al., 2021</xref>). It remains to be established whether the sequences identified in this study are vestiges of the commercial products applied on the farm in recent years or the native inhabitants of the soil microbiome.</p>
<p>Saprotrophs were among the abundant trophic modes with a high number of species with low prevalence (i.e., &#x003C;25%) and low abundance per site (i.e., &#x003C;10%) that were grouped as &#x201C;other.&#x201D; Dominance of saprotroph was reported earlier in tropical forests and coffee plantations suggesting that saprotrophs are key players in nutrient cycling (<xref ref-type="bibr" rid="ref49">Looby and Treseder, 2018</xref>; <xref ref-type="bibr" rid="ref85">Velez et al., 2021</xref>). Among the surveyed farms, we found that Ascomycotan <italic>Arachnotheca glomerata</italic> (Onygenaceae) and Basidiomycotan <italic>Geastrum</italic> spp. (Geastraceae) were prevalent with low abundance. <italic>A. glomerata</italic> possesses cellulose degradation abilities (<xref ref-type="bibr" rid="ref9001">Cano et al., 1987</xref>), while <italic>Geastrum</italic> has been reported to be an ectomycorrhizal fungus (<xref ref-type="bibr" rid="ref36">Hibbett et al., 2000</xref>). The Cauca farm exhibited a distinct abundance of <italic>Pseudocoleophoma</italic> sp. that accounted for &#x003E;75% of reads within the saprotrophic group and was identified as an indicator species of this site. <italic>Pseudocoleophoma</italic> is a genus belonging to Dictyosporiaceae and was recently isolated from decayed wood of <italic>Coffea arabica</italic> plantations in China (<xref ref-type="bibr" rid="ref51">Lu et al., 2022a</xref>). According to the authors, their finding represents the first report of coffee-associated fungi in Dictyosporiaceae, and our results support this novelty. Probably, <italic>Pseudocoleophoma</italic> is a common saprotroph soil fungus without any record in coffee plantations due to the limited surveys of fungi on coffee debris.</p>
<p>We found a low abundance of Pathotroph-Saprotroph-Symbiotroph, Pathotroph-Saprotroph, and Pathotroph-Symbiotroph. Among these groups, we would like to highlight <italic>Trichoderma</italic>, which soared up to 2.5% of relative abundance in Mag_1 and was among the abundant genera. <italic>Trichoderma&#x2019;s</italic> antimicrobial action has been used as a biocontrol agent against diverse phytopathogens in agroecosystems (<xref ref-type="bibr" rid="ref44">L&#x00E1;ng, 1936</xref>; <xref ref-type="bibr" rid="ref94">Zamanizadeh et al., 2011</xref>). <xref ref-type="bibr" rid="ref54">Mulaw et al. (2010)</xref> and <xref ref-type="bibr" rid="ref37">Hoyos-Carvajal and Bissett (2011)</xref> isolated <italic>Trichoderma</italic> species inhabiting the rhizosphere of coffee plants. <xref ref-type="bibr" rid="ref3">Arias and Abarca (2014)</xref> found <italic>Trichoderma</italic> as one of the most abundant and frequent genera among the saprotrophic fungi in coffee plantations. These authors suggest that its potential to produce large quantity of spores that are able to colonize a wide variety of substrates coupled with the ability to produce mycotoxins might constitute a competitive advantage of <italic>Trichoderma</italic> over other soil organisms in coffee plantations.</p>
<p>Among the fungi without a functional annotation, <italic>Papiliotrema laurentii</italic> (<italic>Basidiomycota</italic>), <italic>Cladosporium sphaerospermum,</italic> and <italic>Saitozyma podzoli</italic>ca were detected as indicators species. <italic>P. laurentii</italic> is an oleaginous yeast frequently found in soil, characterized by its ability to produce enzymes that degrade a wide diversity of carbon sources (<xref ref-type="bibr" rid="ref19">de Almeida et al., 2022</xref>). In addition, <italic>P. laurentii</italic> can enhance mycorrhizal colonization of roots (<xref ref-type="bibr" rid="ref70">Sampedro et al., 2004</xref>). C<italic>ladosporium sphaerospermum</italic> is usually found in soil air and has been reported to be a plant growth-promoting fungus (<xref ref-type="bibr" rid="ref9002">Hamayun et al., 2009</xref>). <xref ref-type="bibr" rid="ref25">Dietzel et al. (2019)</xref> reported that C<italic>. sphaerospermum</italic> is a pathogenic fungus highly found in dust. <xref ref-type="bibr" rid="ref34">Hamdouche et al. (2016)</xref> identified <italic>C. sphaerospermum</italic> among post-harvest fungi in <italic>Coffea arabica</italic> beans. Despite the ecological and agronomical role of <italic>P. laurentii</italic> and C<italic>. sphaerospermum</italic> in this survey, both were detected in limited abundance (i.e., &#x003C;1%). In contrast, <italic>Saitozyma</italic> (<italic>Basidiomycota</italic>) was the second most dominant genus in our study (i.e., up to 50%). It has been recently cited as a common member of soils associated with <italic>Coffea arabica</italic> plantations in Brazil (<xref ref-type="bibr" rid="ref9009">Veloso et al., 2023</xref>). Although the FUNGuild database did not assign any ecological function to this genus, <xref ref-type="bibr" rid="ref9009">Veloso et al. (2023)</xref> propose that <italic>Saitozyma</italic> can be used as a starter culture in coffee fermentation to improve the sensory perception of the coffee beverage due to its ability to degrade particular lignocellulosic compounds. In addition, according to <xref ref-type="bibr" rid="ref71">Starmer and Lachance (2011)</xref>, <italic>Saitozyma</italic> species are key soil yeasts that can act as saprotrophs, mutualists and parasites. <xref ref-type="bibr" rid="ref93">Yurkov et al. (2012)</xref> and <xref ref-type="bibr" rid="ref92">Yurkov (2018)</xref> proposed this species as a potential indicator of acidic, well-drained, soils. Future investigations are necessary to disentangle the ecological role of <italic>Saitozyma</italic> in tropical and subtropical soils under anthropogenic use as well as the potential implications in further coffee beverage processing.</p>
<p>Admittedly, evident design constraints affected the generalizability of the findings of this study. One of the main limitations of this research was the restricted sampling design, associated with the absence of comparable farms in the sampled regions and scarce funding. We are aware that our results might not be representative of heterogeneous regional agroecosystems. Studying farms with comparable land practices is pivotal to disentangling agronomical-based causal effects, and here we attempted to explore the broadest area in order to include more sites from unexplored regions. Given the persistent lack of data on coffee soil microbiomes, our study makes a valuable contribution not only to local coffee farmers but also to global datasets of biodiversity from these poorly studied soils.</p>
</sec>
<sec id="sec18">
<label>5</label>
<title>Concluding remarks</title>
<p>This exploratory survey sheds light on the composition of soil fungi in a poorly studied area with the goal of providing important information for ensuring a sustainable food production. Different fungal communities prevailed across the sampled regions. The saprotroph <italic>Mortierella</italic> was broadly frequent and dominant. <italic>Saitozyma</italic> was prevalent in the long-term agroforestry farm, and even though we could not assign an ecological function, this yeast may hold a valuable potential to improve the beverage quality of coffee. The identification of beneficial fungi such as <italic>Metarhizium</italic> and <italic>Trichoderma</italic>, widely used as biological control agents in Colombia&#x2019;s coffee production, is an indication of the health of coffee soils in the country. In addition, no major pathogens of coffee roots, such as <italic>Rosellinia</italic>, were identified in any of the samples.</p>
</sec>
<sec sec-type="data-availability" id="sec19">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec20">
<title>Author contributions</title>
<p>VO-H: Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. VF: Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. LG-G: Investigation, Methodology, Writing &#x2013; original draft. MR: Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing &#x2013; original draft. MC: Conceptualization, Funding acquisition, Investigation, Methodology, Resources, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec21">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research was funded by the grant &#x201C;Capacity building for bioinformatics in Latin America- Network&#x201D; (CABANA-net), funded by the agreement (2022&#x2013;316296) between the Chan Zuckerberg Initiative (CZI) and the Universidad de Costa Rica.</p>
</sec>
<sec sec-type="COI-statement" id="sec22">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec23">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fsufs.2024.1345383/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fsufs.2024.1345383/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Altinok</surname> <given-names>H. H.</given-names></name> <name><surname>Altinok</surname> <given-names>M. A.</given-names></name> <name><surname>Koca</surname> <given-names>A. S.</given-names></name></person-group> (<year>2019</year>). <article-title>Modes of action of entomopathogenic fungi</article-title>. <source>Curr. Trends Nat. Sci.</source> <volume>8</volume>, <fpage>117</fpage>&#x2013;<lpage>124</lpage>.</citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anderson</surname> <given-names>M. J.</given-names></name></person-group> (<year>2001</year>). <article-title>A new method for non-parametric multivariate analysis of variance</article-title>. <source>Austral Ecol.</source> <volume>26</volume>, <fpage>32</fpage>&#x2013;<lpage>46</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1442-9993.2001.01070.x</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arias</surname> <given-names>R. M.</given-names></name> <name><surname>Abarca</surname> <given-names>G. H.</given-names></name></person-group> (<year>2014</year>). <article-title>Fungal diversity in coffee plantation systems and in a tropical montane cloud forest in Veracruz, Mexico</article-title>. <source>Agrofor. Syst.</source> <volume>88</volume>, <fpage>921</fpage>&#x2013;<lpage>933</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10457-014-9736-z</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bayman</surname> <given-names>P.</given-names></name> <name><surname>Mari&#x00F1;o</surname> <given-names>Y. A.</given-names></name> <name><surname>Garc&#x00ED;a-Rodr&#x00ED;guez</surname> <given-names>N. M.</given-names></name> <name><surname>Oduardo-Sierra</surname> <given-names>O. F.</given-names></name> <name><surname>Rehner</surname> <given-names>S. A.</given-names></name></person-group> (<year>2021</year>). <article-title>Local isolates of <italic>Beauveria bassiana</italic> for control of the coffee berry borer <italic>Hypothenemus hampei</italic> in Puerto Rico: virulence, efficacy and persistence</article-title>. <source>Biol. Control</source> <volume>155</volume>:<fpage>104533</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biocontrol.2021.104533</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Behie</surname> <given-names>S. W.</given-names></name> <name><surname>Bidochka</surname> <given-names>M. J.</given-names></name></person-group> (<year>2014</year>). <article-title>Nutrient transfer in plant-fungal symbioses</article-title>. <source>Trends Plant Sci.</source> <volume>19</volume>, <fpage>734</fpage>&#x2013;<lpage>740</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tplants.2014.06.007</pub-id>, PMID: <pub-id pub-id-type="pmid">25022353</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bolyen</surname> <given-names>E.</given-names></name> <name><surname>Rideout</surname> <given-names>J. R.</given-names></name> <name><surname>Dillon</surname> <given-names>M. R.</given-names></name> <name><surname>Bokulich</surname> <given-names>N. A.</given-names></name> <name><surname>Abnet</surname> <given-names>C. C.</given-names></name> <name><surname>Al-Ghalith</surname> <given-names>G. A.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2</article-title>. <source>Nat. Biotechnol.</source> <volume>37</volume>, <fpage>852</fpage>&#x2013;<lpage>857</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41587-019-0209-9</pub-id>, PMID: <pub-id pub-id-type="pmid">31341288</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bravo-Monroy</surname> <given-names>L.</given-names></name> <name><surname>Potts</surname> <given-names>S. G.</given-names></name> <name><surname>Tzanopoulos</surname> <given-names>J.</given-names></name></person-group> (<year>2016</year>). <article-title>Drivers influencing farmer decisions for adopting organic or conventional coffee management practices</article-title>. <source>Food Policy</source> <volume>58</volume>, <fpage>49</fpage>&#x2013;<lpage>61</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodpol.2015.11.003</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brinkmann</surname> <given-names>N.</given-names></name> <name><surname>Schneider</surname> <given-names>D.</given-names></name> <name><surname>Sahner</surname> <given-names>J.</given-names></name> <name><surname>Ballauff</surname> <given-names>J.</given-names></name> <name><surname>Edy</surname> <given-names>N.</given-names></name> <name><surname>Barus</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Intensive tropical land use massively shifts soil fungal communities</article-title>. <source>Sci. Rep.</source> <volume>9</volume>:<fpage>3403</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-019-39829-4</pub-id>, PMID: <pub-id pub-id-type="pmid">30833601</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Callahan</surname> <given-names>B. J.</given-names></name> <name><surname>McMurdie</surname> <given-names>P. J.</given-names></name> <name><surname>Rosen</surname> <given-names>M. J.</given-names></name> <name><surname>Han</surname> <given-names>A. W.</given-names></name> <name><surname>Johnson</surname> <given-names>A. J. A.</given-names></name> <name><surname>Holmes</surname> <given-names>S. P.</given-names></name></person-group> (<year>2016</year>). <article-title>DADA2: high-resolution sample inference from Illumina amplicon data</article-title>. <source>Nat. Methods</source> <volume>13</volume>, <fpage>581</fpage>&#x2013;<lpage>583</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nmeth.3869</pub-id>, PMID: <pub-id pub-id-type="pmid">27214047</pub-id></citation></ref>
<ref id="ref9001"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cano</surname> <given-names>J.</given-names></name> <name><surname>Guarro</surname> <given-names>J.</given-names></name> <name><surname>Figueras</surname> <given-names>M. J.</given-names></name></person-group> (<year>1987</year>). <article-title>Some keratinophilic fungi from Spain</article-title>. <source>Mycopathologia</source>, <volume>100</volume>, <fpage>163</fpage>&#x2013;<lpage>167</lpage>.</citation></ref>
<ref id="ref11"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Cano-S&#x00E1;nz</surname> <given-names>C. G.</given-names></name> <name><surname>Vallejo-Mej&#x00ED;a</surname> <given-names>C.</given-names></name> <name><surname>Caicedo-Garc&#x00ED;a</surname> <given-names>E.</given-names></name> <name><surname>Amador-Torres</surname> <given-names>J. S.</given-names></name> <name><surname>Tique-Calder&#x00F3;n</surname> <given-names>E. Y.</given-names></name></person-group> (<year>2013</year>). El mercado mundial del caf&#x00E9; y su efecto en Colombia. Flujos de Capitales, Choques Externos y Respuestas de Pol&#x00ED;tica En Pa&#x00ED;ses Emergentes. Cap&#x00ED;tulo 10. El Mercado Mundial Del Caf&#x00E9; y Su Efecto En Colombia. Available at: <ext-link xlink:href="http://repositorio.banrep.gov.co/handle/20.500.12134/6644" ext-link-type="uri">http://repositorio.banrep.gov.co/handle/20.500.12134/6644</ext-link></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ceci</surname> <given-names>A.</given-names></name> <name><surname>Pinzari</surname> <given-names>F.</given-names></name> <name><surname>Russo</surname> <given-names>F.</given-names></name> <name><surname>Maggi</surname> <given-names>O.</given-names></name> <name><surname>Persiani</surname> <given-names>A. M.</given-names></name></person-group> (<year>2018</year>). <article-title>Saprotrophic soil fungi to improve phosphorus solubilisation and release: in vitro abilities of several species</article-title>. <source>Ambio</source> <volume>47</volume>, <fpage>30</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s13280-017-0972-0</pub-id>, PMID: <pub-id pub-id-type="pmid">29159452</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Tian</surname> <given-names>W.</given-names></name> <name><surname>Shao</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>Y. J.</given-names></name> <name><surname>Lin</surname> <given-names>L. A.</given-names></name> <name><surname>Zhang</surname> <given-names>Y. J.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Miscanthus cultivation shapes rhizosphere microbial community structure and function as assessed by Illumina MiSeq sequencing combined with PICRUSt and FUNGUIld analyses</article-title>. <source>Arch. Microbiol.</source> <volume>202</volume>, <fpage>1157</fpage>&#x2013;<lpage>1171</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00203-020-01830-1</pub-id>, PMID: <pub-id pub-id-type="pmid">32067064</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Correia</surname> <given-names>M.</given-names></name> <name><surname>Espelta</surname> <given-names>J. M.</given-names></name> <name><surname>Morillo</surname> <given-names>J. A.</given-names></name> <name><surname>Pino</surname> <given-names>J.</given-names></name> <name><surname>Rodr&#x00ED;guez-Echeverr&#x00ED;a</surname> <given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>Land-use history alters the diversity, community composition and interaction networks of ectomycorrhizal fungi in beech forests</article-title>. <source>J. Ecol.</source> <volume>109</volume>, <fpage>2856</fpage>&#x2013;<lpage>2870</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1365-2745.13674</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cristancho</surname> <given-names>M. A.</given-names></name> <name><surname>Rozo</surname> <given-names>Y.</given-names></name> <name><surname>Escobar</surname> <given-names>C.</given-names></name> <name><surname>Rivillas</surname> <given-names>C. A.</given-names></name> <name><surname>Gait&#x00E1;n</surname> <given-names>A. L.</given-names></name></person-group> (<year>2012</year>). <article-title>Outbreak of coffee leaf rust (<italic>Hemileia vastatrix</italic>) in Colombia</article-title>. <source>New Dis. Rep.</source> <volume>25</volume>, <fpage>19</fpage>&#x2013;<lpage>0588</lpage>. doi: <pub-id pub-id-type="doi">10.5197/j.2044-0588.2012.025.019</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cure</surname> <given-names>J. R.</given-names></name> <name><surname>Rodr&#x00ED;guez</surname> <given-names>D.</given-names></name> <name><surname>Gutierrez</surname> <given-names>A. P.</given-names></name> <name><surname>Ponti</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>The coffee agroecosystem: bio-economic analysis of coffee berry borer control (<italic>Hypothenemus hampei</italic>)</article-title>. <source>Sci. Rep.</source> <volume>10</volume>, <fpage>12262</fpage>&#x2013;<lpage>12212</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-020-68989-x</pub-id>, PMID: <pub-id pub-id-type="pmid">32703996</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>DaMatta</surname> <given-names>F. M.</given-names></name></person-group> (<year>2004</year>). <article-title>Ecophysiological constraints on the production of shaded and unshaded coffee: a review</article-title>. <source>Field Crop Res.</source> <volume>86</volume>, <fpage>99</fpage>&#x2013;<lpage>114</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.fcr.2003.09.001</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Almeida</surname> <given-names>E. L. M.</given-names></name> <name><surname>Ventorim</surname> <given-names>R. Z.</given-names></name> <name><surname>de Moura Ferreira</surname> <given-names>M. A.</given-names></name> <name><surname>da Silveira</surname> <given-names>W. B.</given-names></name></person-group> (<year>2022</year>). <article-title>Papiliotrema laurentii: general features and biotechnological applications</article-title>. <source>Appl. Microbiol. Biotechnol.</source> <volume>106</volume>, <fpage>6963</fpage>&#x2013;<lpage>6976</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00253-022-12208-2</pub-id>, PMID: <pub-id pub-id-type="pmid">36197457</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>De Beenhouwer</surname> <given-names>M.</given-names></name> <name><surname>Aerts</surname> <given-names>R.</given-names></name> <name><surname>Honnay</surname> <given-names>O.</given-names></name></person-group> (<year>2013</year>). <article-title>A global meta-analysis of the biodiversity and ecosystem service benefits of coffee and cacao agroforestry</article-title>. <source>Agric. Ecosyst. Environ.</source> <volume>175</volume>, <fpage>1</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.agee.2013.05.003</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>De C&#x00E1;rcer</surname> <given-names>D. A.</given-names></name> <name><surname>Denman</surname> <given-names>S. E.</given-names></name> <name><surname>McSweeney</surname> <given-names>C.</given-names></name> <name><surname>Morrison</surname> <given-names>M.</given-names></name></person-group> (<year>2011</year>). <article-title>Evaluation of subsampling-based normalization strategies for tagged high-throughput sequencing data sets from gut microbiomes</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>77</volume>, <fpage>8795</fpage>&#x2013;<lpage>8798</lpage>. doi: <pub-id pub-id-type="doi">10.1128/AEM.05491-11</pub-id>, PMID: <pub-id pub-id-type="pmid">21984239</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Oliveira Junqueira</surname> <given-names>A. C.</given-names></name> <name><surname>de Melo Pereira</surname> <given-names>G. V.</given-names></name> <name><surname>Coral Medina</surname> <given-names>J. D.</given-names></name> <name><surname>Alvear</surname> <given-names>M. C.</given-names></name> <name><surname>Rosero</surname> <given-names>R.</given-names></name> <name><surname>de Carvalho Neto</surname> <given-names>D. P.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>First description of bacterial and fungal communities in Colombian coffee beans fermentation analysed using Illumina-based amplicon sequencing</article-title>. <source>Sci. Rep.</source> <volume>9</volume>:<fpage>8794</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-019-45002-8</pub-id>, PMID: <pub-id pub-id-type="pmid">31217528</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Oliveira</surname> <given-names>C. M. G.</given-names></name> <name><surname>Rosa</surname> <given-names>J. M. O.</given-names></name> <name><surname>Pillat</surname> <given-names>R. R.</given-names></name> <name><surname>de Almeida</surname> <given-names>J. E. M.</given-names></name></person-group> (<year>2021</year>). <article-title>Efficiency of <italic>Metarhizium anisopliae</italic> in the control of <italic>Meloidogyne incognita</italic> in banana and coffee crops</article-title>. <source>Coffee Sci.</source> <volume>16</volume>, <fpage>1</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.25186/.v16i.1957</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Detheridge</surname> <given-names>A. P.</given-names></name> <name><surname>Brand</surname> <given-names>G.</given-names></name> <name><surname>Fychan</surname> <given-names>R.</given-names></name> <name><surname>Crotty</surname> <given-names>F. V.</given-names></name> <name><surname>Sanderson</surname> <given-names>R.</given-names></name> <name><surname>Griffith</surname> <given-names>G. W.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>The legacy effect of cover crops on soil fungal populations in a cereal rotation</article-title>. <source>Agric. Ecosyst. Environ.</source> <volume>228</volume>, <fpage>49</fpage>&#x2013;<lpage>61</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.agee.2016.04.022</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dietzel</surname> <given-names>K.</given-names></name> <name><surname>Valle</surname> <given-names>D.</given-names></name> <name><surname>Fierer</surname> <given-names>N.</given-names></name> <name><surname>U'Ren</surname> <given-names>J. M.</given-names></name> <name><surname>Barber&#x00E1;n</surname> <given-names>A.</given-names></name></person-group> (<year>2019</year>). <article-title>Geographical distribution of fungal plant pathogens in dust across the United States</article-title>. <source>Front. Ecol. Evol.</source> <volume>7</volume>:<fpage>304</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fevo.2019.00304</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dufr&#x00EA;ne</surname> <given-names>M.</given-names></name> <name><surname>Legendre</surname> <given-names>P.</given-names></name></person-group> (<year>1997</year>). <article-title>Species assemblages and indicator species: the need for a flexible asymmetrical approach</article-title>. <source>Ecol. Monogr.</source> <volume>67</volume>, <fpage>345</fpage>&#x2013;<lpage>366</lpage>. doi: <pub-id pub-id-type="doi">10.1890/0012-9615(1997)067[0345,SAAIST]2.0.CO;2</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duong</surname> <given-names>B.</given-names></name> <name><surname>Marraccini</surname> <given-names>P.</given-names></name> <name><surname>Maeght</surname> <given-names>J. L.</given-names></name> <name><surname>Vaast</surname> <given-names>P.</given-names></name> <name><surname>Lebrun</surname> <given-names>M.</given-names></name> <name><surname>Duponnois</surname> <given-names>R.</given-names></name></person-group> (<year>2020</year>). <article-title>Coffee microbiota and its potential use in sustainable crop management. A review</article-title>. <source>Front. Sustain. Food Syst.</source> <volume>4</volume>:<fpage>607935</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fsufs.2020.607935</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Escobar-Ram&#x00ED;rez</surname> <given-names>S.</given-names></name> <name><surname>Grass</surname> <given-names>I.</given-names></name> <name><surname>Armbrecht</surname> <given-names>I.</given-names></name> <name><surname>Tscharntke</surname> <given-names>T.</given-names></name></person-group> (<year>2019</year>). <article-title>Biological control of the coffee berry borer: main natural enemies, control success, and landscape influence</article-title>. <source>Biol. Control</source> <volume>136</volume>:<fpage>103992</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biocontrol.2019.05.011</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garc&#x00ED;a</surname> <given-names>J. C.</given-names></name> <name><surname>Posada-Su&#x00E1;rez</surname> <given-names>H.</given-names></name> <name><surname>L&#x00E4;derach</surname> <given-names>P.</given-names></name></person-group> (<year>2014</year>). <article-title>Recommendations for the regionalizing of coffee cultivation in Colombia: a methodological proposal based on agro-climatic indices</article-title>. <source>PLoS One</source> <volume>9</volume>:<fpage>e113510</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0113510</pub-id>, PMID: <pub-id pub-id-type="pmid">25436456</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garc&#x00ED;a-Delgado</surname> <given-names>C.</given-names></name> <name><surname>Barba-Vicente</surname> <given-names>V.</given-names></name> <name><surname>Mar&#x00ED;n-Benito</surname> <given-names>J. M.</given-names></name> <name><surname>Mariano Igual</surname> <given-names>J.</given-names></name> <name><surname>S&#x00E1;nchez-Mart&#x00ED;n</surname> <given-names>M. J.</given-names></name> <name><surname>Sonia Rodr&#x00ED;guez-Cruz</surname> <given-names>M.</given-names></name></person-group> (<year>2019</year>). <article-title>Influence of different agricultural management practices on soil microbial community over dissipation time of two herbicides</article-title>. <source>Sci. Total Environ.</source> <volume>646</volume>, <fpage>1478</fpage>&#x2013;<lpage>1488</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.scitotenv.2018.07.395</pub-id>, PMID: <pub-id pub-id-type="pmid">30235633</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gichuru</surname> <given-names>E.</given-names></name> <name><surname>Alwora</surname> <given-names>G.</given-names></name> <name><surname>Gimase</surname> <given-names>J.</given-names></name> <name><surname>Kathurima</surname> <given-names>C.</given-names></name></person-group> (<year>2021</year>). <article-title>Coffee leaf rust (<italic>Hemileia vastatrix</italic>) in Kenya&#x2014;a review</article-title>. <source>Agronomy</source> <volume>11</volume>:<fpage>2590</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy11122590</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grzadziel</surname> <given-names>J.</given-names></name> <name><surname>Ga&#x0142;azka</surname> <given-names>A.</given-names></name></person-group> (<year>2019</year>). <article-title>Fungal biodiversity of the most common types of polish soil in a long-term microplot experiment</article-title>. <source>Front. Microbiol.</source> <volume>10</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2019.00006</pub-id>, PMID: <pub-id pub-id-type="pmid">30740092</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guevara</surname> <given-names>R.</given-names></name></person-group> (<year>2005</year>). <article-title>Saprotrophic mycelial cord abundance, length and survivorship are reduced in the conversion of tropical cloud forest to shaded coffee plantation</article-title>. <source>Biol. Conserv.</source> <volume>125</volume>, <fpage>261</fpage>&#x2013;<lpage>268</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biocon.2005.03.026</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hamdouche</surname> <given-names>Y.</given-names></name> <name><surname>Meile</surname> <given-names>J. C.</given-names></name> <name><surname>Nganou</surname> <given-names>D. N.</given-names></name> <name><surname>Durand</surname> <given-names>N.</given-names></name> <name><surname>Teyssier</surname> <given-names>C.</given-names></name> <name><surname>Montet</surname> <given-names>D.</given-names></name></person-group> (<year>2016</year>). <article-title>Discrimination of post-harvest coffee processing methods by microbial ecology analyses</article-title>. <source>Food Control</source> <volume>65</volume>, <fpage>112</fpage>&#x2013;<lpage>120</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodcont.2016.01.022</pub-id></citation></ref>
<ref id="ref9002"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hamayun</surname> <given-names>M.</given-names></name> <name><surname>Afzal Khan</surname> <given-names>S.</given-names></name> <name><surname>Ahmad</surname> <given-names>N.</given-names></name> <name><surname>Tang</surname> <given-names>D. S.</given-names></name> <name><surname>Kang</surname> <given-names>S. M.</given-names></name> <name><surname>Na</surname> <given-names>C. I.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Cladosporium sphaerospermum as a new plant growth-promoting endophyte from the roots of Glycine max (L.) Merr</article-title>. <source>World J. Microbiol. Biotechnol</source>, <volume>25</volume>, <fpage>627</fpage>&#x2013;<lpage>632</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11274-009-9982-9</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harvey</surname> <given-names>C. A.</given-names></name> <name><surname>Pritts</surname> <given-names>A. A.</given-names></name> <name><surname>Zwetsloot</surname> <given-names>M. J.</given-names></name> <name><surname>Jansen</surname> <given-names>K.</given-names></name> <name><surname>Pulleman</surname> <given-names>M. M.</given-names></name> <name><surname>Armbrecht</surname> <given-names>I.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Transformation of coffee-growing landscapes across Latin America. A review</article-title>. <source>Agron. Sustain. Dev.</source> <volume>41</volume>:<fpage>62</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s13593-021-00712-0</pub-id>, PMID: <pub-id pub-id-type="pmid">34484434</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hibbett</surname> <given-names>D. S.</given-names></name> <name><surname>Gilbert</surname> <given-names>L. B.</given-names></name> <name><surname>Donoghue</surname> <given-names>M. J.</given-names></name></person-group> (<year>2000</year>). <article-title>Evolutionary instability of ectomycorrhizal symbioses in basidiomycetes</article-title>. <source>Nature</source> <volume>407</volume>, <fpage>506</fpage>&#x2013;<lpage>508</lpage>. doi: <pub-id pub-id-type="doi">10.1038/35035065</pub-id>, PMID: <pub-id pub-id-type="pmid">11029000</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Hoyos-Carvajal</surname> <given-names>L.</given-names></name> <name><surname>Bissett</surname> <given-names>J.</given-names></name></person-group> (<year>2011</year>). &#x201C;<article-title>Biodiversity of trichoderma in neotropics</article-title>&#x201D; in <source>The dynamical processes of biodiversity - case studies of evolution and spatial distribution</source></citation></ref>
<ref id="ref38"><citation citation-type="other"><person-group person-group-type="author"><collab id="coll1">IGAC</collab></person-group>, (<year>2022</year>). Instituto Geogr&#x00E1;fico Agust&#x00ED;n Codazzi. Gobierno de Colombia. Available at: <ext-link xlink:href="https://www.igac.gov.co/" ext-link-type="uri">https://www.igac.gov.co/</ext-link> (Accessed November 21, 2022)</citation></ref>
<ref id="ref39"><citation citation-type="other"><person-group person-group-type="author"><collab id="coll2">IUSS Working Group WRB</collab></person-group> (<year>2022</year>). "<source>World Reference Base for soil resources</source>, 4th edition". <publisher-name>IUSS</publisher-name>, <publisher-loc>Vienna</publisher-loc>.</citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jha</surname> <given-names>S.</given-names></name> <name><surname>Bacon</surname> <given-names>C. M.</given-names></name> <name><surname>Philpott</surname> <given-names>S. M.</given-names></name> <name><surname>Ernesto M&#x00E9;ndez</surname> <given-names>V.</given-names></name> <name><surname>L&#x00E4;derach</surname> <given-names>P.</given-names></name> <name><surname>Rice</surname> <given-names>R. A.</given-names></name></person-group> (<year>2014</year>). <article-title>Shade coffee: update on a disappearing refuge for biodiversity</article-title>. <source>Bioscience</source> <volume>64</volume>, <fpage>416</fpage>&#x2013;<lpage>428</lpage>. doi: <pub-id pub-id-type="doi">10.1093/biosci/biu038</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jurburg</surname> <given-names>S. D.</given-names></name> <name><surname>Shek</surname> <given-names>K. L.</given-names></name> <name><surname>McGuire</surname> <given-names>K.</given-names></name></person-group> (<year>2020</year>). <article-title>Soil microbial composition varies in response to coffee agroecosystem management</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>96</volume>, <fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1093/femsec/fiaa164</pub-id>, PMID: <pub-id pub-id-type="pmid">32789510</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Komar</surname> <given-names>O.</given-names></name></person-group> (<year>2006</year>). <article-title>Priority contribution. Ecology and conservation of birds in coffee plantations: a critical review</article-title>. <source>Bird Conserv. Int.</source> <volume>16</volume>, <fpage>1</fpage>&#x2013;<lpage>23</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S0959270906000074</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Landinez-Torres</surname> <given-names>A.</given-names></name> <name><surname>Panelli</surname> <given-names>S.</given-names></name> <name><surname>Picco</surname> <given-names>A. M.</given-names></name> <name><surname>Comandatore</surname> <given-names>F.</given-names></name> <name><surname>Tosi</surname> <given-names>S.</given-names></name> <name><surname>Capelli</surname> <given-names>E.</given-names></name></person-group> (<year>2019</year>). <article-title>A meta-barcoding analysis of soil mycobiota of the upper Andean Colombian agro-environment</article-title>. <source>Sci. Rep.</source> <volume>9</volume>, <fpage>10085</fpage>&#x2013;<lpage>10012</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-019-46485-1</pub-id>, PMID: <pub-id pub-id-type="pmid">31300737</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>L&#x00E1;ng</surname> <given-names>P. H.</given-names></name></person-group> (<year>1936</year>). <article-title>Recent trends in mycological research</article-title>. <source>Bull Am Musicol Soc</source> <volume>1</volume>, <fpage>15</fpage>&#x2013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.2307/829255</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="confproc"><person-group person-group-type="author"><name><surname>Lara-Estrada</surname> <given-names>L.</given-names></name> <name><surname>Vaast</surname> <given-names>P.</given-names></name></person-group>. (<year>2005</year>). <article-title>Effects of altitude, shade, yield and fertilization on coffee quality (<italic>Coffea arabica</italic> L. var. Caturra) produced in agroforestry systems of the Northern Central Zones of Nicaragua</article-title>. In <conf-name>2nd International Symposium on Multi-Strata Agroforestry Systems with Perennial Crops</conf-name>, <fpage>17</fpage>&#x2013;<lpage>21</lpage>.</citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lekberg</surname> <given-names>Y.</given-names></name> <name><surname>Arnillas</surname> <given-names>C. A.</given-names></name> <name><surname>Borer</surname> <given-names>E. T.</given-names></name> <name><surname>Bullington</surname> <given-names>L. S.</given-names></name> <name><surname>Fierer</surname> <given-names>N.</given-names></name> <name><surname>Kennedy</surname> <given-names>P. G.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Nitrogen and phosphorus fertilization consistently favor pathogenic over mutualistic fungi in grassland soils</article-title>. <source>Nat. Commun.</source> <volume>12</volume>:<fpage>3484</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-021-23605-y</pub-id>, PMID: <pub-id pub-id-type="pmid">34108462</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>F.</given-names></name> <name><surname>Chen</surname> <given-names>L.</given-names></name> <name><surname>Redmile-Gordon</surname> <given-names>M.</given-names></name> <name><surname>Zhang</surname> <given-names>J.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name> <name><surname>Ning</surname> <given-names>Q.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Mortierella elongata's roles in organic agriculture and crop growth promotion in a mineral soil</article-title>. <source>Land Degrad. Dev.</source> <volume>29</volume>, <fpage>1642</fpage>&#x2013;<lpage>1651</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ldr.2965</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>J.</given-names></name> <name><surname>Gan</surname> <given-names>G.</given-names></name> <name><surname>Chen</surname> <given-names>X.</given-names></name> <name><surname>Zou</surname> <given-names>J.</given-names></name></person-group> (<year>2021</year>). <article-title>Effects of long-term straw management and potassium fertilization on crop yield, soil properties, and microbial community in a rice&#x2013;oilseed rape rotation</article-title>. <source>Agriculture</source> <volume>11</volume>, <fpage>1</fpage>&#x2013;<lpage>18</lpage>. doi: <pub-id pub-id-type="doi">10.3390/agriculture11121233</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Looby</surname> <given-names>C. I.</given-names></name> <name><surname>Treseder</surname> <given-names>K. K.</given-names></name></person-group> (<year>2018</year>). <article-title>Shifts in soil fungi and extracellular enzyme activity with simulated climate change in a tropical montane cloud forest</article-title>. <source>Soil Biol. Biochem.</source> <volume>117</volume>, <fpage>87</fpage>&#x2013;<lpage>96</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.soilbio.2017.11.014</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Lovera</surname> <given-names>M.</given-names></name> <name><surname>Cuenca</surname> <given-names>G.</given-names></name> <name><surname>Fajardo</surname> <given-names>L.</given-names></name> <name><surname>C&#x00E1;ceres</surname> <given-names>A.</given-names></name> <name><surname>Guerra-Sierra</surname> <given-names>B. E.</given-names></name></person-group> (<year>2022</year>). &#x201C;<article-title>AMF Diversity in Coffee and Cacao Agroforestry Systems: Importance for Crop Productivity and Forest Conservation</article-title>&#x201D;. In <source>Mycorrhizal Fungi in South America: Biodiversity, Conservation, and Sustainable Food Production</source>. Eds. <person-group person-group-type="editor"><name><surname>Lugo</surname> <given-names>M. A.</given-names></name> <name><surname>Pagano</surname> <given-names>M. C.</given-names></name></person-group>, <publisher-loc>(New York, NY, USA</publisher-loc>: <publisher-name>Springer International Publishing)</publisher-name>. <fpage>107</fpage>&#x2013;<lpage>127</lpage>.</citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>L.</given-names></name> <name><surname>Karunarathna</surname> <given-names>S. C.</given-names></name> <name><surname>Dai</surname> <given-names>D. Q.</given-names></name> <name><surname>Xiong</surname> <given-names>Y. R.</given-names></name> <name><surname>Suwannarach</surname> <given-names>N.</given-names></name> <name><surname>Stephenson</surname> <given-names>S. L.</given-names></name> <etal/></person-group>. (<year>2022a</year>). <article-title>Description of four novel species in Pleosporales associated with coffee in Yunnan, China</article-title>. <source>J Fungi</source> <volume>8</volume>:<fpage>1113</fpage>. doi: <pub-id pub-id-type="doi">10.3390/jof8101113</pub-id>, PMID: <pub-id pub-id-type="pmid">36294678</pub-id></citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>L.</given-names></name> <name><surname>Tibpromma</surname> <given-names>S.</given-names></name> <name><surname>Karunarathna</surname> <given-names>S. C.</given-names></name> <name><surname>Jayawardena</surname> <given-names>R. S.</given-names></name> <name><surname>Lumyong</surname> <given-names>S.</given-names></name> <name><surname>Xu</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2022b</year>). <article-title>Comprehensive review of Fungi on coffee</article-title>. <source>Pathogens</source> <volume>11</volume>, <fpage>1</fpage>&#x2013;<lpage>17</lpage>. doi: <pub-id pub-id-type="doi">10.3390/pathogens11040411</pub-id>, PMID: <pub-id pub-id-type="pmid">35456086</pub-id></citation></ref>
<ref id="ref53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moguel</surname> <given-names>P.</given-names></name> <name><surname>Toledo</surname> <given-names>V. M.</given-names></name></person-group> (<year>1999</year>). <article-title>Biodiversity conservation in traditional coffee systems of Mexico</article-title>. <source>Conserv. Biol.</source> <volume>13</volume>, <fpage>11</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1523-1739.1999.97153.x</pub-id></citation></ref>
<ref id="ref54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mulaw</surname> <given-names>T. B.</given-names></name> <name><surname>Kubicek</surname> <given-names>C. P.</given-names></name> <name><surname>Druzhinina</surname> <given-names>I. S.</given-names></name></person-group> (<year>2010</year>). <article-title>The rhizosphere of <italic>Coffea arabica</italic> in its native highland forests of Ethiopia provides a niche for a distinguished diversity of Trichoderma</article-title>. <source>Diversity</source> <volume>2</volume>, <fpage>527</fpage>&#x2013;<lpage>549</lpage>. doi: <pub-id pub-id-type="doi">10.3390/d2040527</pub-id></citation></ref>
<ref id="ref55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nguyen</surname> <given-names>N. H.</given-names></name> <name><surname>Song</surname> <given-names>Z.</given-names></name> <name><surname>Bates</surname> <given-names>S. T.</given-names></name> <name><surname>Branco</surname> <given-names>S.</given-names></name> <name><surname>Tedersoo</surname> <given-names>L.</given-names></name> <name><surname>Menke</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>FUNGuild: an open annotation tool for parsing fungal community datasets by ecological guild</article-title>. <source>Fungal Ecol.</source> <volume>20</volume>, <fpage>241</fpage>&#x2013;<lpage>248</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.funeco.2015.06.006</pub-id></citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nilsson</surname> <given-names>R. H.</given-names></name> <name><surname>Larsson</surname> <given-names>K. H.</given-names></name> <name><surname>Taylor</surname> <given-names>A. F. S.</given-names></name> <name><surname>Bengtsson-Palme</surname> <given-names>J.</given-names></name> <name><surname>Jeppesen</surname> <given-names>T. S.</given-names></name> <name><surname>Schigel</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>The UNITE database for molecular identification of fungi: handling dark taxa and parallel taxonomic classifications</article-title>. <source>Nucleic Acids Res.</source> <volume>47</volume>, <fpage>D259</fpage>&#x2013;<lpage>D264</lpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/gky1022</pub-id>, PMID: <pub-id pub-id-type="pmid">30371820</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ning</surname> <given-names>Q.</given-names></name> <name><surname>Chen</surname> <given-names>L.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name> <name><surname>Ma</surname> <given-names>D.</given-names></name> <name><surname>Li</surname> <given-names>D.</given-names></name> <name><surname>Han</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Saprotrophic fungal communities in arable soils are strongly associated with soil fertility and stoichiometry</article-title>. <source>Appl. Soil Ecol.</source> <volume>159</volume>:<fpage>103843</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.apsoil.2020.103843</pub-id></citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ogwu</surname> <given-names>M. C.</given-names></name> <name><surname>Takahashi</surname> <given-names>K.</given-names></name> <name><surname>Dong</surname> <given-names>K.</given-names></name> <name><surname>Song</surname> <given-names>H. K.</given-names></name> <name><surname>Moroenyane</surname> <given-names>I.</given-names></name> <name><surname>Waldman</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Fungal elevational Rapoport pattern from a High Mountain in Japan</article-title>. <source>Sci. Rep.</source> <volume>9</volume>, <fpage>6570</fpage>&#x2013;<lpage>6510</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-019-43025-9</pub-id>, PMID: <pub-id pub-id-type="pmid">31024040</pub-id></citation></ref>
<ref id="ref59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oksanen</surname> <given-names>J.</given-names></name> <name><surname>Blanchet</surname> <given-names>F. G.</given-names></name> <name><surname>Kindt</surname> <given-names>R.</given-names></name> <name><surname>Legendre</surname> <given-names>P.</given-names></name> <name><surname>Minchin</surname> <given-names>P. R.</given-names></name> <name><surname>O&#x2019;hara</surname> <given-names>R. B.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Vegan: community ecology package. R package vegan, vers. 2.2-1</article-title>. <source>Worl. Agro. Cent</source>. <volume>3</volume>, <fpage>7</fpage>&#x2013;<lpage>81</lpage>.</citation></ref>
<ref id="ref60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Orr&#x00F9;</surname> <given-names>L.</given-names></name> <name><surname>Canfora</surname> <given-names>L.</given-names></name> <name><surname>Trinchera</surname> <given-names>A.</given-names></name> <name><surname>Migliore</surname> <given-names>M.</given-names></name> <name><surname>Pennelli</surname> <given-names>B.</given-names></name> <name><surname>Marcucci</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>How tillage and crop rotation change the distribution pattern of Fungi</article-title>. <source>Front. Microbiol.</source> <volume>12</volume>, <fpage>1</fpage>&#x2013;<lpage>18</lpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2021.634325</pub-id>, PMID: <pub-id pub-id-type="pmid">34220731</pub-id></citation></ref>
<ref id="ref61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Osorio Vega</surname> <given-names>N. W.</given-names></name> <name><surname>Habte</surname> <given-names>M.</given-names></name> <name><surname>Le&#x00F3;n Pel&#x00E1;ez</surname> <given-names>J. D.</given-names></name></person-group> (<year>2015</year>). <article-title>Effectiveness of a rock phosphate solubilizing fungus to increase soil solution phosphate impaired by the soil phosphate sorption capacity</article-title>. <source>Rev. Fac. Nac. Agron. Medell&#x00ED;n</source> <volume>68</volume>, <fpage>7627</fpage>&#x2013;<lpage>7636</lpage>. doi: <pub-id pub-id-type="doi">10.15446/rfnam.v68n2.50950</pub-id></citation></ref>
<ref id="ref62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perfecto</surname> <given-names>I.</given-names></name> <name><surname>Jim&#x00E9;nez-Soto</surname> <given-names>M. E.</given-names></name> <name><surname>Vandermeer</surname> <given-names>J.</given-names></name></person-group> (<year>2019</year>). <article-title>Coffee landscapes shaping the anthropocene: forced simplification on a complex agroecological landscape</article-title>. <source>Curr. Anthropol.</source> <volume>60</volume>, <fpage>S236</fpage>&#x2013;<lpage>S250</lpage>. doi: <pub-id pub-id-type="doi">10.1086/703413</pub-id></citation></ref>
<ref id="ref63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perfecto</surname> <given-names>I.</given-names></name> <name><surname>Vandermeer</surname> <given-names>J.</given-names></name> <name><surname>Philpott</surname> <given-names>S. M.</given-names></name></person-group> (<year>2014</year>). <article-title>Complex ecological interactions in the coffee agroecosystem</article-title>. <source>Annu. Rev. Ecol. Evol. Syst.</source> <volume>45</volume>, <fpage>137</fpage>&#x2013;<lpage>158</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev-ecolsys-120213-091923</pub-id></citation></ref>
<ref id="ref64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prates J&#x00FA;nior</surname> <given-names>P.</given-names></name> <name><surname>Moreira</surname> <given-names>B. C.</given-names></name> <name><surname>da Silva</surname> <given-names>M.</given-names></name> <name><surname>Veloso</surname> <given-names>T. G. R.</given-names></name> <name><surname>St&#x00FC;rmer</surname> <given-names>S. L.</given-names></name> <name><surname>Fernandes</surname> <given-names>R. B. A.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Agroecological coffee management increases arbuscular mycorrhizal fungi diversity</article-title>. <source>PLoS One</source> <volume>14</volume>, <fpage>e0209093</fpage>&#x2013;<lpage>e0209019</lpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0209093</pub-id>, PMID: <pub-id pub-id-type="pmid">30620745</pub-id></citation></ref>
<ref id="ref65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Priyatmojo</surname> <given-names>A.</given-names></name> <name><surname>Escopalao</surname> <given-names>V. E.</given-names></name> <name><surname>Tangonan</surname> <given-names>N. G.</given-names></name> <name><surname>Pascual</surname> <given-names>C. B.</given-names></name> <name><surname>Suga</surname> <given-names>H.</given-names></name> <name><surname>Kageyama</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2001</year>). <article-title>Characterization of a new subgroup of Rhizoctonia solani anastomosis group 1 (AG-1-ID), causal agent of a necrotic leaf spot on coffee</article-title>. <source>Phytopathology</source> <volume>91</volume>, <fpage>1054</fpage>&#x2013;<lpage>1061</lpage>. doi: <pub-id pub-id-type="doi">10.1094/PHYTO.2001.91.11.1054</pub-id>, PMID: <pub-id pub-id-type="pmid">18943440</pub-id></citation></ref>
<ref id="ref66"><citation citation-type="book"><person-group person-group-type="author"><collab id="coll3">R Development Core Team</collab></person-group> (<year>2022</year>). <source>R: A language and environment for statistical computing</source>. <publisher-name>R Foundation for Statistical Computing</publisher-name>, <publisher-loc>Vienna, Austria</publisher-loc>.</citation></ref>
<ref id="ref67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rao</surname> <given-names>M. V.</given-names></name> <name><surname>Rice</surname> <given-names>R. A.</given-names></name> <name><surname>Fleischer</surname> <given-names>R. C.</given-names></name> <name><surname>Muletz-Wolz</surname> <given-names>C. R.</given-names></name></person-group> (<year>2020</year>). <article-title>Soil fungal communities differ between shaded and sun-intensive coffee plantations in El Salvador</article-title>. <source>PLoS One</source> <volume>15</volume>, <fpage>e0231875</fpage>&#x2013;<lpage>e0231819</lpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0231875</pub-id>, PMID: <pub-id pub-id-type="pmid">32330174</pub-id></citation></ref>
<ref id="ref68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rekik</surname> <given-names>F.</given-names></name> <name><surname>van Es</surname> <given-names>H.</given-names></name> <name><surname>Hernandez-Aguilera</surname> <given-names>J. N.</given-names></name> <name><surname>G&#x00F3;mez</surname> <given-names>M. I.</given-names></name></person-group> (<year>2018</year>). <article-title>Soil health assessment for coffee farms on andosols in Colombia</article-title>. <source>Geoderma Reg.</source> <volume>14</volume>:<fpage>e00176</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.geodrs.2018.e00176</pub-id></citation></ref>
<ref id="ref69"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Roberts</surname> <given-names>D. W.</given-names></name></person-group> (<year>2012</year>). <source>Package &#x201C;labdsv&#x201D;: ordination and multivariate analysis for ecology. R package version 1.0&#x2013;5</source>. Available at: <ext-link xlink:href="http://ecology.msu.montana.edu/labdsv/R" ext-link-type="uri">http://ecology.msu.montana.edu/labdsv/R</ext-link></citation></ref>
<ref id="ref9007"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Rutherford</surname> <given-names>M. A.</given-names></name></person-group>, and <person-group person-group-type="author"><name><surname>Phiri</surname> <given-names>N.</given-names></name></person-group> (<year>2006</year>). <source>Pests and Diseases of Coffee in Eastern Africa: a Technical and Advisory Manual</source>, <publisher-loc>Wallingford, UK</publisher-loc>: <publisher-name>CAB International</publisher-name>.</citation></ref>
<ref id="ref70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sampedro</surname> <given-names>I.</given-names></name> <name><surname>Aranda</surname> <given-names>E.</given-names></name> <name><surname>Scervino</surname> <given-names>J. M.</given-names></name> <name><surname>Fracchia</surname> <given-names>S.</given-names></name> <name><surname>Garc&#x00ED;a-Romera</surname> <given-names>I.</given-names></name> <name><surname>Ocampo</surname> <given-names>J. A.</given-names></name> <etal/></person-group>. (<year>2004</year>). <article-title>Improvement by soil yeasts of arbuscular mycorrhizal symbiosis of soybean (<italic>Glycine max</italic>) colonized by Glomus mosseae</article-title>. <source>Mycorrhiza</source> <volume>14</volume>, <fpage>229</fpage>&#x2013;<lpage>234</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00572-003-0285-y</pub-id>, PMID: <pub-id pub-id-type="pmid">14685832</pub-id></citation></ref>
<ref id="ref71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Starmer</surname> <given-names>W. T.</given-names></name> <name><surname>Lachance</surname> <given-names>M. A.</given-names></name></person-group>, (<year>2011</year>). <source>Yeast ecology. The Yeasts, a Taxonomic Study, Vol. 1, 5th edn</source>, <edition>Eds.</edition> <person-group person-group-type="editor"><name><surname>Kurtzman</surname> <given-names>C. P.</given-names></name> <name><surname>Fell</surname> <given-names>J. W.</given-names></name> <name><surname>Boekhout</surname> <given-names>T.</given-names></name></person-group> <publisher-loc>(Amsterdam</publisher-loc>: <publisher-name>Elsevier Science Publishers)</publisher-name>. <fpage>65</fpage>&#x2013;<lpage>83</lpage>.</citation></ref>
<ref id="ref72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>R.</given-names></name> <name><surname>Dsouza</surname> <given-names>M.</given-names></name> <name><surname>Gilbert</surname> <given-names>J. A.</given-names></name> <name><surname>Guo</surname> <given-names>X.</given-names></name> <name><surname>Wang</surname> <given-names>D.</given-names></name> <name><surname>Guo</surname> <given-names>Z.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Fungal community composition in soils subjected to long-term chemical fertilization is most influenced by the type of organic matter</article-title>. <source>Environ. Microbiol.</source> <volume>18</volume>, <fpage>5137</fpage>&#x2013;<lpage>5150</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1462-2920.13512</pub-id>, PMID: <pub-id pub-id-type="pmid">27581342</pub-id></citation></ref>
<ref id="ref73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Talhinhas</surname> <given-names>P.</given-names></name> <name><surname>Batista</surname> <given-names>D.</given-names></name> <name><surname>Diniz</surname> <given-names>I.</given-names></name> <name><surname>Vieira</surname> <given-names>A.</given-names></name> <name><surname>Silva</surname> <given-names>D. N.</given-names></name> <name><surname>Loureiro</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>The coffee leaf rust pathogen Hemileia vastatrix: one and a half centuries around the tropics</article-title>. <source>Mol. Plant Pathol.</source> <volume>18</volume>, <fpage>1039</fpage>&#x2013;<lpage>1051</lpage>. doi: <pub-id pub-id-type="doi">10.1111/mpp.12512</pub-id>, PMID: <pub-id pub-id-type="pmid">27885775</pub-id></citation></ref>
<ref id="ref74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tamayo-Velez</surname> <given-names>A.</given-names></name> <name><surname>Osorio</surname> <given-names>N. W.</given-names></name></person-group> (<year>2017</year>). <article-title>Co-inoculation with an arbuscular mycorrhizal fungus and a phosphate-solubilizing fungus promotes the plant growth and phosphate uptake of avocado plantlets in a nursery</article-title>. <source>Botany</source> <volume>95</volume>, <fpage>539</fpage>&#x2013;<lpage>545</lpage>. doi: <pub-id pub-id-type="doi">10.1139/cjb-2016-0224</pub-id></citation></ref>
<ref id="ref75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tedersoo</surname> <given-names>L.</given-names></name> <name><surname>Bahram</surname> <given-names>M.</given-names></name> <name><surname>P&#x00F5;lme</surname> <given-names>S.</given-names></name> <name><surname>K&#x00F5;ljalg</surname> <given-names>U.</given-names></name> <name><surname>Yorou</surname> <given-names>N. S.</given-names></name> <name><surname>Wijesundera</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Global diversity and geography of soil fungi</article-title>. <source>Science</source> <volume>346</volume>:<fpage>1256688</fpage>. doi: <pub-id pub-id-type="doi">10.1126/science.1256688</pub-id></citation></ref>
<ref id="ref76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tedersoo</surname> <given-names>L.</given-names></name> <name><surname>Mikryukov</surname> <given-names>V.</given-names></name> <name><surname>Zizka</surname> <given-names>A.</given-names></name> <name><surname>Bahram</surname> <given-names>M.</given-names></name> <name><surname>Hagh-Doust</surname> <given-names>N.</given-names></name> <name><surname>Anslan</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Towards understanding diversity, endemicity and global change vulnerability of soil fungi</article-title>. <source>bioRxiv</source>:<fpage>484796</fpage>. doi: <pub-id pub-id-type="doi">10.1101/2022.03.17.484796</pub-id></citation></ref>
<ref id="ref77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Toju</surname> <given-names>H.</given-names></name> <name><surname>Tanabe</surname> <given-names>A. S.</given-names></name> <name><surname>Sato</surname> <given-names>H.</given-names></name></person-group> (<year>2018</year>). <article-title>Network hubs in root-associated fungal metacommunities</article-title>. <source>Microbiome</source> <volume>6</volume>:<fpage>116</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s40168-018-0497-1</pub-id>, PMID: <pub-id pub-id-type="pmid">29935536</pub-id></citation></ref>
<ref id="ref78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Toju</surname> <given-names>H.</given-names></name> <name><surname>Tanabe</surname> <given-names>A. S.</given-names></name> <name><surname>Yamamoto</surname> <given-names>S.</given-names></name> <name><surname>Sato</surname> <given-names>H.</given-names></name></person-group> (<year>2012</year>). <article-title>High-coverage ITS primers for the DNA-based identification of ascomycetes and basidiomycetes in environmental samples</article-title>. <source>PLoS One</source> <volume>7</volume>:<fpage>e40863</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0040863</pub-id>, PMID: <pub-id pub-id-type="pmid">22808280</pub-id></citation></ref>
<ref id="ref79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Turley</surname> <given-names>N. E.</given-names></name> <name><surname>Bell-Dereske</surname> <given-names>L.</given-names></name> <name><surname>Evans</surname> <given-names>S. E.</given-names></name> <name><surname>Brudvig</surname> <given-names>L. A.</given-names></name></person-group> (<year>2020</year>). <article-title>Agricultural land-use history and restoration impact soil microbial biodiversity</article-title>. <source>J. Appl. Ecol.</source> <volume>57</volume>, <fpage>852</fpage>&#x2013;<lpage>863</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1365-2664.13591</pub-id></citation></ref>
<ref id="ref80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Urgiles-G&#x00F3;mez</surname> <given-names>N.</given-names></name> <name><surname>Avila-Salem</surname> <given-names>M. E.</given-names></name> <name><surname>Loj&#x00E1;n</surname> <given-names>P.</given-names></name> <name><surname>Encalada</surname> <given-names>M.</given-names></name> <name><surname>Hurtado</surname> <given-names>L.</given-names></name> <name><surname>Araujo</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Plant growth-promoting microorganisms in coffee production: from isolation to field application</article-title>. <source>Agronomy</source> <volume>11</volume>:<fpage>1531</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy11081531</pub-id></citation></ref>
<ref id="ref81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vaast</surname> <given-names>P.</given-names></name> <name><surname>Bertrand</surname> <given-names>B.</given-names></name> <name><surname>Perriot</surname> <given-names>J. J.</given-names></name> <name><surname>Guyot</surname> <given-names>B.</given-names></name> <name><surname>G&#x00E9;nard</surname> <given-names>M.</given-names></name></person-group> (<year>2006</year>). <article-title>Fruit thinning and shade improve bean characteristics and beverage quality of coffee (<italic>Coffea arabica</italic> L.) under optimal conditions</article-title>. <source>J. Sci. Food Agric.</source> <volume>86</volume>, <fpage>197</fpage>&#x2013;<lpage>204</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jsfa.2338</pub-id></citation></ref>
<ref id="ref82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vega</surname> <given-names>F. E.</given-names></name> <name><surname>Posada</surname> <given-names>F.</given-names></name> <name><surname>Aime</surname> <given-names>M. C.</given-names></name> <name><surname>Pava-Ripoll</surname> <given-names>M.</given-names></name> <name><surname>Infante</surname> <given-names>F.</given-names></name> <name><surname>Rehner</surname> <given-names>S. A.</given-names></name></person-group> (<year>2008</year>). <article-title>Entomopathogenic fungal endophytes</article-title>. <source>Biol. Control</source> <volume>46</volume>, <fpage>72</fpage>&#x2013;<lpage>82</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biocontrol.2008.01.008</pub-id></citation></ref>
<ref id="ref83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Velandia-Silva</surname> <given-names>C. A.</given-names></name></person-group> (<year>2017</year>). <article-title>The coffee cultural landscape of Colombia</article-title>. <source>J. World Herit. Stud.</source>, <fpage>44</fpage>&#x2013;<lpage>50</lpage>.</citation></ref>
<ref id="ref85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Velez</surname> <given-names>P.</given-names></name> <name><surname>Tapia-Torres</surname> <given-names>Y.</given-names></name> <name><surname>Garc&#x00ED;a-Oliva</surname> <given-names>F.</given-names></name> <name><surname>Gasca-Pineda</surname> <given-names>J.</given-names></name></person-group> (<year>2021</year>). <article-title>Small-scale variation in a pristine montane cloud forest: evidence on high soil fungal diversity and biogeochemical heterogeneity</article-title>. <source>PeerJ</source> <volume>9</volume>:<fpage>e11956</fpage>. doi: <pub-id pub-id-type="doi">10.7717/peerj.11956</pub-id>, PMID: <pub-id pub-id-type="pmid">34447634</pub-id></citation></ref>
<ref id="ref86"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Velmourougane</surname> <given-names>K.</given-names></name> <name><surname>Bhat</surname> <given-names>R.</given-names></name></person-group> (<year>2017</year>). &#x201C;<article-title>Sustainability challenges in the coffee plantation sector</article-title>&#x201D; in <source>Sustainability challenges in the agrofood sector</source>, Ed. R. Bhat, (West Sussex, UK: John Wiley &#x0026; Sons). <fpage>616</fpage>&#x2013;<lpage>642</lpage>. Available at: <ext-link xlink:href="http://onlinelibrary.wiley.com/doi/book/10.1002/9781119072737" ext-link-type="uri">http://onlinelibrary.wiley.com/doi/book/10.1002/9781119072737</ext-link>.</citation></ref>
<ref id="ref87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Veloso</surname> <given-names>T. G. R.</given-names></name> <name><surname>da Silva</surname> <given-names>M.</given-names></name> <name><surname>Cardoso</surname> <given-names>W. S.</given-names></name> <name><surname>Guar&#x00E7;oni</surname> <given-names>R. C.</given-names></name> <name><surname>Kasuya</surname> <given-names>M. C. M.</given-names></name> <name><surname>Pereira</surname> <given-names>L. L.</given-names></name></person-group> (<year>2020</year>). <article-title>Effects of environmental factors on microbiota of fruits and soil of <italic>Coffea arabica</italic> in Brazil</article-title>. <source>Sci. Rep.</source> <volume>10</volume>, <fpage>14692</fpage>&#x2013;<lpage>14611</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-020-71309-y</pub-id>, PMID: <pub-id pub-id-type="pmid">32895415</pub-id></citation></ref>
<ref id="ref9009"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Veloso</surname> <given-names>T. G. R.</given-names></name> <name><surname>da Silva</surname> <given-names>M. D. C. S.</given-names></name> <name><surname>Moreira</surname> <given-names>T. R.</given-names></name> <name><surname>Da Luz</surname> <given-names>J. M. R.</given-names></name> <name><surname>Moreli</surname> <given-names>A. P.</given-names></name> <name><surname>Kasuya</surname> <given-names>M. C. M.</given-names></name></person-group> (<year>2023</year>). <article-title>Microbiomes associated with <italic>Coffea arabica</italic> Coffea canephora in four different floristic domains of Brazil</article-title>. <source>Scientific Reports,</source> <volume>13</volume>, <fpage>18477</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-023-45465-w</pub-id>, PMID: <pub-id pub-id-type="pmid">32895415</pub-id></citation></ref>
<ref id="ref88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vukicevich</surname> <given-names>E.</given-names></name> <name><surname>Thomas Lowery</surname> <given-names>D.</given-names></name> <name><surname>Bennett</surname> <given-names>J. A.</given-names></name> <name><surname>Hart</surname> <given-names>M.</given-names></name></person-group> (<year>2019</year>). <article-title>Influence of groundcover vegetation, soil physicochemical properties, and irrigation practices on soil fungi in semi-arid vineyards</article-title>. <source>Front. Ecol. Evol.</source> <volume>7</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.3389/fevo.2019.00118</pub-id></citation></ref>
<ref id="ref89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>J. T.</given-names></name> <name><surname>Shen</surname> <given-names>J. P.</given-names></name> <name><surname>Zhang</surname> <given-names>L. M.</given-names></name> <name><surname>Singh</surname> <given-names>B. K.</given-names></name> <name><surname>Delgado-Baquerizo</surname> <given-names>M.</given-names></name> <name><surname>Hu</surname> <given-names>H. W.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Generalist taxa shape fungal community structure in cropping ecosystems</article-title>. <source>Front. Microbiol.</source> <volume>12</volume>:<fpage>678290</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2021.678290</pub-id>, PMID: <pub-id pub-id-type="pmid">34305842</pub-id></citation></ref>
<ref id="ref90"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Webster</surname> <given-names>J.</given-names></name> <name><surname>Weber</surname> <given-names>R.</given-names></name></person-group> (<year>2006</year>). <source>Introduction to Fungi</source>. (Third Edit). <publisher-loc>Cambridge, UK</publisher-loc>: <publisher-name>Cambridge University Press</publisher-name>.</citation></ref>
<ref id="ref91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Cui</surname> <given-names>X.</given-names></name> <name><surname>Xue</surname> <given-names>K.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Yu</surname> <given-names>Z.</given-names></name></person-group> (<year>2019</year>). <article-title>Habitat filtering shapes the differential structure of microbial communities in the Xilingol grassland</article-title>. <source>Sci. Rep.</source> <volume>9</volume>, <fpage>19326</fpage>&#x2013;<lpage>19312</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-019-55940-y</pub-id>, PMID: <pub-id pub-id-type="pmid">31852979</pub-id></citation></ref>
<ref id="ref92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yurkov</surname> <given-names>A. M.</given-names></name></person-group> (<year>2018</year>). <article-title>Yeasts of the soil &#x2013; obscure but precious</article-title>. <source>Yeast</source> <volume>35</volume>, <fpage>369</fpage>&#x2013;<lpage>378</lpage>. doi: <pub-id pub-id-type="doi">10.1002/yea.3310</pub-id>, PMID: <pub-id pub-id-type="pmid">29365211</pub-id></citation></ref>
<ref id="ref93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yurkov</surname> <given-names>A. M.</given-names></name> <name><surname>Kemler</surname> <given-names>M.</given-names></name> <name><surname>Begerow</surname> <given-names>D.</given-names></name></person-group> (<year>2012</year>). <article-title>Assessment of yeast diversity in soils under different management regimes</article-title>. <source>Fungal Ecol.</source> <volume>5</volume>, <fpage>24</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.1016/J.FUNECO.2011.07.004</pub-id></citation></ref>
<ref id="ref94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zamanizadeh</surname> <given-names>H. R.</given-names></name> <name><surname>Hatami</surname> <given-names>N.</given-names></name> <name><surname>Aminaee</surname> <given-names>M. M.</given-names></name> <name><surname>Rakhshandehroo</surname> <given-names>F.</given-names></name></person-group> (<year>2011</year>). <article-title>Application of biofungicides in control of damping disease off in greenhouse crops as a possible substitute to synthetic fungicides</article-title>. <source>Int. J. Environ. Sci. Technol.</source> <volume>8</volume>, <fpage>129</fpage>&#x2013;<lpage>136</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF03326202</pub-id></citation></ref>
</ref-list>
</back>
</article>