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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2021.761969</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Patterns of Bat Diversity in an Undisturbed Forest and Forest Mosaic Habitats of the Afromontane Forest Biome of Western Cameroon</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>BakwoFils</surname> <given-names>Eric-Mo&#x00EE;se</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1227988/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Mongombe</surname> <given-names>Manga Aaron</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1430225/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Manfothang</surname> <given-names>Dongmo Ervis</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Gomeh-Djame</surname> <given-names>Aicha</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Takuo</surname> <given-names>Jean Michel</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Bilong</surname> <given-names>Bilong Charles Felix</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Biological Sciences, Faculty of Sciences, University of Maroua</institution>, <addr-line>Maroua</addr-line>, <country>Cameroon</country></aff>
<aff id="aff2"><sup>2</sup><institution>Faculty of Agronomy and Agricultural Sciences, University of Dschang</institution>, <addr-line>Dschang</addr-line>, <country>Cameroon</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Animal Biology and Physiology, University of Yaound&#x00E9; I</institution>, <addr-line>Yaound&#x00E9;</addr-line>, <country>Cameroon</country></aff>
<aff id="aff4"><sup>4</sup><institution>Environnement, Recherche, D&#x00E9;veloppement</institution>, <addr-line>Yaound&#x00E9;</addr-line>, <country>Cameroon</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Ana Rainho, University of Lisbon, Portugal</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Bruce D. Patterson, Field Museum of Natural History, United States; Robert W. Myslajek, University of Warsaw, Poland</p></fn>
<corresp id="c001">&#x002A;Correspondence: Eric-Mo&#x00EE;se BakwoFils, <email>filsbkw27@gmail.com</email></corresp>
<corresp id="c002">Manga Aaron Mongombe, <email>mangajes@gmail.com</email></corresp>
<fn fn-type="other" id="fn002"><p><sup>&#x2020;</sup>These authors share first authorship</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Conservation and Restoration Ecology, a section of the journal Frontiers in Ecology and Evolution</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>761969</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 BakwoFils, Mongombe, Manfothang, Gomeh-Djame, Takuo and Bilong.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>BakwoFils, Mongombe, Manfothang, Gomeh-Djame, Takuo and Bilong</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>Anthropogenic activities continue to degrade natural montane ecosystems globally. Bats communities are altered by these changes. We analyzed how bats are affected by human-induced habitat changes by comparing the bat species diversity and functional diversity in undisturbed forest habitats and disturbed forest habitats of the Afromontane biome of Cameroon. We recorded 244 individuals from 13 species in the undisturbed forest, while 233 individuals from 16 species were recorded in the disturbed forest. Bat diversity was higher in disturbed habitats (<italic>D</italic> = 0.84) than undisturbed habitats (<italic>D</italic> = 0.67). Jackknife 1 species richness estimator suggests 21.53 species for the disturbed forest and 19.30 in the undisturbed forest. Closed-space forager insectivorous bats made up nearly half of the species in the undisturbed forest, but this dropped to 25% in the disturbed forest, meanwhile, edge-space foragers increased in the disturbed forest. Bat community analyses by ordination revealed a distinct bat community composition between the two forest types, demonstrated as a significant difference in diversity between the two forest types. The distribution of <italic>Rousettus aegyptiacus, Myonycteris angolensis, Hipposideros</italic> cf. <italic>ruber</italic>, and <italic>Micropteropus pusillus</italic> contribute the most to the difference in bat community composition between the two forest types. Edge and open-space species were likely to benefit from additional resources provided by the disturbed area, by expanding their range and distribution. However, this may not compensate for the decline in the population of forest species caused by the loss of pristine forests, thus measures to conserve montane forest remnants should be of utmost significance.</p>
</abstract>
<kwd-group>
<kwd>edge species</kwd>
<kwd>bats</kwd>
<kwd>human activities</kwd>
<kwd>undisturbed forest</kwd>
<kwd>disturbed forest</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="129"/>
<page-count count="14"/>
<word-count count="10541"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>The biota of the tropical montane forest is very diverse and varied in endemic species (<xref ref-type="bibr" rid="B48">Gentry, 1995</xref>; <xref ref-type="bibr" rid="B69">Kessler and Kluge, 2008</xref>). These ecosystems are also amongst the most threatened globally (<xref ref-type="bibr" rid="B55">Hamilton et al., 1994</xref>; <xref ref-type="bibr" rid="B25">Doumenge et al., 1995</xref>), with the estimated rate of deforestation nearly double the rate of average global deforestation rates in the past few decades (<xref ref-type="bibr" rid="B56">Hamilton et al., 2012</xref>). Threats emanate from human activities such as the uphill expansion of shifting cultivation and the exploitation of natural resources. In Africa, the situation is further exacerbated by extreme poverty that drives the immigration of subsistence farmers into the montane forest from adjacent lowland areas (<xref ref-type="bibr" rid="B72">K&#x00F6;rner and Ohsawa, 2006</xref>; <xref ref-type="bibr" rid="B100">Mugagga et al., 2012</xref>). Indeed, tropical moist forests are estimated to have reduced by half of their original distribution in the last two decades due to agricultural activities (<xref ref-type="bibr" rid="B102">Myers, 1991</xref>; <xref ref-type="bibr" rid="B49">Gibbs et al., 2010</xref>). Given the accentuating nature of these threats, tropical forests are a conservation priority globally (<xref ref-type="bibr" rid="B28">Edwards et al., 2019</xref>).</p>
<p>The Afrotropical Highlands biome of Cameroon that encompasses the highlands of western Cameroon contain large forested areas that harbor unique ecological and biological diversity across many taxa (<xref ref-type="bibr" rid="B103">Myers et al., 2000</xref>; <xref ref-type="bibr" rid="B106">Olson et al., 2001</xref>; <xref ref-type="bibr" rid="B104">Oates et al., 2004</xref>). The biome covers the western highlands of southwestern Cameroon and extends northeast to the Obudu and Mambilla Plateaus in Eastern Nigeria. The unique diversity and endemism in this biome are thought to be a result of the area being a major refugium during the Quaternary glaciation (<xref ref-type="bibr" rid="B121">Stuart, 1986</xref>; <xref ref-type="bibr" rid="B77">Lawson, 1993</xref>; <xref ref-type="bibr" rid="B118">Stattersfield et al., 1998</xref>; <xref ref-type="bibr" rid="B103">Myers et al., 2000</xref>). This rich diversity has also been attributed to the region&#x2019;s wide variety of habitats resulting from its extensive highlands (<xref ref-type="bibr" rid="B21">Cronin et al., 2014</xref>). Indeed the montane forests of the Cameroon Highlands are considered a priority area for conservation globally (<xref ref-type="bibr" rid="B103">Myers et al., 2000</xref>), this results from the area&#x2019;s high biodiversity and endemism (<xref ref-type="bibr" rid="B84">Maisels et al., 2001</xref>; <xref ref-type="bibr" rid="B104">Oates et al., 2004</xref>; <xref ref-type="bibr" rid="B79">Linder and Oates, 2011</xref>; <xref ref-type="bibr" rid="B1">Abernathy et al., 2013</xref>; <xref ref-type="bibr" rid="B21">Cronin et al., 2014</xref>). However, despite such important features, very few parts of the highland&#x2019;s habitats are currently under formal protection status in Cameroon, which poses a challenge to its conservation (<xref ref-type="bibr" rid="B10">Bergl et al., 2007</xref>). Moreover, except for Mount Cameroon, these montane forests have been significantly degraded by human activities (<xref ref-type="bibr" rid="B17">Collar and Stuart, 1988</xref>; <xref ref-type="bibr" rid="B45">Gartlan, 1989</xref>; <xref ref-type="bibr" rid="B2">Alpert, 1993</xref>; <xref ref-type="bibr" rid="B89">Megevand et al., 2013</xref>), and most often comprise only forest fragments within montane grasslands grazed by cattle of the Fulani herdsmen (<xref ref-type="bibr" rid="B62">Ineich et al., 2015</xref>).</p>
<p>One way to mitigate the adverse effects of human activities in an ecosystem is the establishment of protected areas (<xref ref-type="bibr" rid="B47">Geldmann et al., 2013</xref>). Protected areas harbor higher species diversity than unprotected areas (<xref ref-type="bibr" rid="B74">Laurance et al., 2012</xref>; <xref ref-type="bibr" rid="B47">Geldmann et al., 2013</xref>; <xref ref-type="bibr" rid="B53">Gray et al., 2016</xref>), resulting from the reduction in human-induced land-use changes such as poaching, wildfires, and deforestation (<xref ref-type="bibr" rid="B47">Geldmann et al., 2013</xref>; <xref ref-type="bibr" rid="B7">Barber et al., 2014</xref>; <xref ref-type="bibr" rid="B53">Gray et al., 2016</xref>). Indeed, <xref ref-type="bibr" rid="B112">Razgour et al. (2020)</xref> pointed out that anthropogenic land-use changes are associated with a severe decline in the population of some Afromontane bat species. Unfortunately, most of the biodiversity hotspot of the Afromontane biome of Cameroon is devoid of any legal protection. Consequently, decades of intensive anthropization have reduced formerly continuous montane forests to isolated fragments, cultivated landscapes, grassland, human settlements, and industrial plantations.</p>
<p>Bats play an important role in tropical forest succession after disturbance. Frugivorous and nectarivorous bat species can explore a wide range of resources, providing several ecological services such as pollination, seed dispersal, and forest regeneration (<xref ref-type="bibr" rid="B119">Stevens et al., 2004</xref>; <xref ref-type="bibr" rid="B129">Willig et al., 2007</xref>). Additionally, insectivorous bats are important suppressors of agricultural pest insects (<xref ref-type="bibr" rid="B65">Kalka et al., 2008</xref>; <xref ref-type="bibr" rid="B63">Jones et al., 2009</xref>). In addition, because of their high species richness, abundance, and variety of functional guilds bats are considered as a good bioindicator taxon used to study various human-induced alterations of ecosystems, such as forest fragmentation and degradation (<xref ref-type="bibr" rid="B63">Jones et al., 2009</xref>; <xref ref-type="bibr" rid="B92">Meyer et al., 2010</xref>). Furthermore, sensitivity to habitat fragmentation can be attributed mainly to species-specific mobility-related traits (<xref ref-type="bibr" rid="B75">Law et al., 1999</xref>; <xref ref-type="bibr" rid="B40">Farneda et al., 2015</xref>; <xref ref-type="bibr" rid="B93">Moir et al., 2021</xref>).</p>
<p>Previous records of bats in the Cameroon Highlands were mostly in the form of pioneer faunistic expeditions and collection of specimens (<xref ref-type="bibr" rid="B29">Eisentraut, 1942</xref>, <xref ref-type="bibr" rid="B30">1956</xref>, <xref ref-type="bibr" rid="B31">1963</xref>, <xref ref-type="bibr" rid="B32">1964</xref>, <xref ref-type="bibr" rid="B33">1968</xref>, <xref ref-type="bibr" rid="B34">1973</xref>; <xref ref-type="bibr" rid="B60">Hill, 1968</xref>; <xref ref-type="bibr" rid="B41">Fedden and MacLeod, 1986</xref>). Recently, surveys by <xref ref-type="bibr" rid="B97">Mongombe et al. (2019</xref>, <xref ref-type="bibr" rid="B98">2020)</xref>, <xref ref-type="bibr" rid="B85">Manfothang et al. (2020</xref>, <xref ref-type="bibr" rid="B86">2021)</xref> added some recent information about bats of the Cameroon Highlands. However, none of these studies evaluated the effect of anthropogenic activities on bat diversity in the biome.</p>
<p>Several studies in a variety of biomes and taxa have revealed that the number of species that inhabit remnant patches of forest decreases significantly as habitat patch size decreases (<xref ref-type="bibr" rid="B22">Debinski and Holt, 2000</xref>; <xref ref-type="bibr" rid="B24">Devictor et al., 2008</xref>). Habitat fragmentation, because of agricultural activities is known to alter bat assemblages (<xref ref-type="bibr" rid="B125">Walsh and Harris, 1996</xref>; <xref ref-type="bibr" rid="B15">Cleary et al., 2016</xref>). However, the response of bat communities to fragmentation can be positive or negative depending on whether the bat species is a specialist or a generalist. Some generalists can better persist in anthropogenically altered environments due to the ability to exploit additional resources such as man-made habitats (secondary vegetation and cultivated farms) and food resources (<xref ref-type="bibr" rid="B16">Coleman and Barclay, 2012</xref>). On the other hand, habitat fragmentation can reduce bat species richness and abundance by reducing roosts and the availability of resources (<xref ref-type="bibr" rid="B114">Schulze et al., 2000</xref>). Even though the montane forest of the Cameroon Highlands continues to diminish because of significant human pressure, our knowledge on changes in bat communities induced by anthropogenic activities and how human activities affect bat diversity in the area is still limited. This data is imperative to predict the long-term consequences of fragmentation on the montane forest biodiversity and to mitigate any effects. Therefore, there is a need to collect such scientific information in the area before the opportunities diminish completely due to the ever-accelerating deforestation in the region. Determining the species that either become extinct or can persist in disturbed areas is crucial to developing conservation management strategies.</p>
<p>Herein, our main goal was to analyze bat communities in two areas of the Afromontane forest biome of Cameroon (undisturbed area and disturbed areas) to assess bat response to habitat degradation. Our objective was to compare species richness and abundance between these two habitat types. Studies that compare bat communities in pristine forests and human-disturbed forests in similar life zones can provide insight into the original bat communities of an area and the effect that deforestation and fragmentation have on bat communities. Such studies are important to determine the extent of human influence in the spatial and temporal variations of biodiversity in an ecosystem. This information can also throw more light on the habitat preferences of some bat species and hence understand the potential risk of local extinction and community homogenization (<xref ref-type="bibr" rid="B59">Henle et al., 2004</xref>; <xref ref-type="bibr" rid="B101">Myers et al., 2015</xref>). Furthermore, comparing bat communities across different habitats can enable researchers to assess the health of an ecosystem given that bats are suitable indicator species that show sensitivity to human induce disturbances (<xref ref-type="bibr" rid="B88">Medell&#x00ED;n et al., 2002</xref>; <xref ref-type="bibr" rid="B63">Jones et al., 2009</xref>; <xref ref-type="bibr" rid="B91">Meyer et al., 2016</xref>). We expect species richness, relative abundance, and the number of forest specialist species to be higher in undisturbed areas than in disturbed areas.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Study Sites</title>
<p>We carried out this study on Mount Cameroon, Mount Manengouba, and Mount Bamboutos (<xref ref-type="fig" rid="F1">Figure 1</xref>). These mountains are part of the Afromontane forest biome of Cameroon that encompasses other mountains of the Cameroon Highlands.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Map showing undisturbed habitat sites (UF) and disturbed habitat sites (DF) sampled for bats in the Afromontane biome of western Cameroon from June 2019 to March 2020.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-761969-g001.tif"/>
</fig>
<p>Undisturbed habitats were located within the Mount Cameroon National Park (4&#x00B0;9&#x2032;36.5&#x2033; N, 9&#x00B0;16&#x2032;44.9&#x2033; E). Mount Cameroon National Park (MCNP) covers an area of 58.178 ha. The climate is maritime and equatorial, characterized by two seasons: a short dry season between December and February and a longer rainy season between March and November (<xref ref-type="bibr" rid="B108">Payton, 1993</xref>). The annual temperature fluctuates between 4&#x00B0;C at the summit and 32&#x00B0;C at the coast and decreases by 0.45&#x00B0;C with every 100 m rise in elevation (<xref ref-type="bibr" rid="B108">Payton, 1993</xref>). The annual rainfall averages 7,000 mm, with most of the rain occurring in July and October (<xref ref-type="bibr" rid="B42">Forboseh et al., 2011</xref>). Rainfall decreases with elevation from approximately 4,000 mm at 1,000 m to less than 3,000 mm above 2,000 m (<xref ref-type="bibr" rid="B108">Payton, 1993</xref>). The area is characterized by a pristine forest of large and tall trees forming a continuous close canopy except in areas where the vegetation is disturbed by forest elephants. The flora composition in all 10 undisturbed habitat sites is similar. The tree species frequently encountered include African cherry (<italic>Prunus africana</italic>), brittle-wood (<italic>Nuxia congesta</italic>), African nutmeg (<italic>Pycnanthus angolensis</italic>), African teak (<italic>Milicia excelsa</italic>), umbrella tree (<italic>Musanga cecropioides</italic>), the monkey fruit (<italic>Myrianthus arboreus</italic>), with associated spiny tree ferns (<italic>Cyathea manniana</italic> and <italic>Cyathea camerooniana</italic>), and tall herbaceous plants such as <italic>Aframomum</italic> spp. (<xref ref-type="bibr" rid="B78">Letouzey, 1985</xref>).</p>
<p>Disturbed habitat sites surveyed were located at the southeast slope of Mount Manengouba at the littoral side of the mountain and the foothill of Mount Bamboutos. The Manengouba Mountain (5&#x00B0;1&#x2032;48&#x2033; N, 9&#x00B0;49&#x2032;48&#x2033; E) is an extinct volcano that peaks at 2,411 m. The caldera harbors two volcanic lakes with the largest being 600 m across. Mount Manengouba has an equatorial climate, with an annual rainfall and temperature means of 2,316 mm and 20.3&#x00B0;C, respectively. The relative humidity is 84% (<xref ref-type="bibr" rid="B35">Enang et al., 2019</xref>). The Montane forest of Mount Manengouba is described as dry, stunted and patchy, and disturbed from farming, tree-cutting, burning, and grazing (<xref ref-type="bibr" rid="B17">Collar and Stuart, 1988</xref>). The peak and southern and southeastern slopes are forested.</p>
<p>The survey sites at lower elevations (&#x003C;1,200 m) are characterized by human settlements and agricultural areas composed of small farmlands on which crops such as corn (<italic>Zea mays</italic>), beans (<italic>Phaseolus vulgaris</italic>), cocoyam (<italic>Colocasia esculenta</italic>), yams (<italic>Dioscorea cayenensis</italic>), and plantains (<italic>Musa paradisiaca</italic>) were cultivated. There were also backyard orchards near houses with fruiting trees such as mango (<italic>Mangifera indica</italic>), avocado (<italic>Persea americana</italic>), guava (<italic>Psidium guajava</italic>), plums (<italic>Dacryodes edulis</italic>), and oil palm (<italic>Elaeis guineensis</italic>) plantations. At higher elevation sites (&#x003E;1,200 m) the forest was still intact with riparian forest vegetation surrounding small rivers which remain largely undisturbed. The herbaceous vegetation at these higher elevation sites is reduced because of intense grazing by cattle and sheep of Fulani communities living near the summit of the mountain.</p>
<p>Mount Bamboutos (5&#x00B0;40&#x2032;0.1&#x2033; N, 10&#x00B0;3&#x2032;0&#x2033; E) is the third tallest mountain of the Cameroon Volcanic Line after Mount Cameroon and Oku (<xref ref-type="bibr" rid="B52">Gounti&#x00E9; Dedzo et al., 2011</xref>). A dry season that extends from November to March and a wet one from April to October characterize the climate of Mount Bamboutos. The average annual rainfall is 1,918 mm and the average temperature is 18.9&#x00B0;C at an elevation of 2,700 m (<xref ref-type="bibr" rid="B68">Kengni et al., 2009</xref>). Crop fields and eucalyptus plantations characterized the two sites sampled on the Bamboutos Mountain.</p>
</sec>
<sec id="S2.SS2">
<title>Bat Sampling Protocol</title>
<p>Bat surveys employing standard mist-netting techniques were conducted in the disturbed habitats of Manengouba and Bamboutos mountains during non-consecutive nights between 13 June to 27 August 2019 in the rainy season and 28 October to 9 December 2019 in the dry season. Surveys in the undisturbed habitats between 11 January 2019 and 24 March 2020 in the dry season. Within each habitat type (undisturbed and disturbed forest). Sampling sites were chosen based mainly on the accessibility, and quality of sites for capturing bats with high-quality sites such as across or along the banks of slow-flowing streams, orchards, forest understory, and gaps between trees chosen for placement of mist nets. The coordinates of each sampling station were recorded using a GPS (Garmin eTrex 10). In total sampling was conducted for 68 nights, comprising of 34 nights in each habitat type. Six mist nets of various lengths (four 12 m &#x00D7; 2.5 m and two 6 m &#x00D7; 2.5 m Ecotone, Poland), all with four shelves, and a mesh diameter of 30 mm were deployed at each site per sampling night. The nets were kept open from about 6:00 pm to midnight in each sampling night until bat activity had reduced drastically. Mist-nets were closed earlier whenever weather conditions worsened. Sampling was only conducted during windless, rainless, and moonless nights to maximize the chances of capturing many individuals (<xref ref-type="bibr" rid="B99">Morrison, 1978</xref>). When capture was carried out on consecutive nights, the placement and configuration of mist nets were changed in an attempt to prevent the recapture of bats. We checked the nets every 15 min. Manipulation of all bats captured followed the guidelines of the American Society of Mammalogists (<xref ref-type="bibr" rid="B115">Sikes and The Animal Care and Use Committee of the American Society of Mammalogists, 2016</xref>). Each bat captured was identified to species, sexed, weighed using a calibrated digital scale (500 g &#x00D7; 0.1 g, Ohaus), and morphometric measurements were taken using a dial caliper (Ecotone-Poland 150/0.1 mm). Age was determined by the degree of ossification of the carpal joints of the wing, conditions of the pelage, and the development of nipples and testes (<xref ref-type="bibr" rid="B5">Baag&#x00F8;e, 1977</xref>; <xref ref-type="bibr" rid="B3">Anthony, 1988</xref>). Each captured bat was then released near the point of capture except for a male and female representative of each species that were euthanized and kept as vouchers deposited at the Laboratory of Zoology of the University of Maroua. Field identification of bats was based on the keys provided by <xref ref-type="bibr" rid="B107">Patterson and Webala (2012)</xref> and species accounts provided by <xref ref-type="bibr" rid="B96">Monadjem et al. (2010)</xref> and <xref ref-type="bibr" rid="B58">Happold and Happold (2013)</xref>. Taxonomic nomenclature for pipistrelle-like bats follows <xref ref-type="bibr" rid="B94">Monadjem et al. (2021)</xref>. Species that could not be identified in the field and rare species were euthanized and stored in 70% ethyl alcohol for later identification using craniodental characteristics (<xref ref-type="bibr" rid="B8">Bates et al., 2005</xref>). Bat species were also grouped into different foraging guilds according to <xref ref-type="bibr" rid="B113">Schnitzler and Kalko (2001)</xref> and <xref ref-type="bibr" rid="B23">Denzinger and Schnitzler (2013)</xref>.</p>
</sec>
<sec id="S2.SS3">
<title>Statistical Analyses</title>
<p>Expected species richness was computed for both the undisturbed and disturbed forests using an individual-based non-parametric species estimator because our main goal was to estimate the total number of species of a particular habitat type rather than species density (number of species per unit area). The species richness estimator Jackknife 1 was employed to estimate species richness because of its low-bias estimation and high precision even at a small sample size (<xref ref-type="bibr" rid="B19">Colwell and Coddington, 1994</xref>). Jackknife 1 also considers the movement heterogeneity of highly mobile animals such as bats (<xref ref-type="bibr" rid="B11">Brose and Martinez, 2004</xref>). All analyses were performed in EstimateS 9.1.0 software (<xref ref-type="bibr" rid="B18">Colwell, 2013</xref>) involving 1,000 randomizations. We assessed the completeness of the bat surveys in the two habitat types by calculating the percentage of estimated species richness that was effectively covered by our sampling. The percentage of inventory completeness was calculated as Sobs/Sest multiplied by 100 where Sobs is the number of species observed, and Sest is the number of species estimated (<xref ref-type="bibr" rid="B38">Estrada-Villegas et al., 2010</xref>).</p>
<p>Sampling effort (net hours) was obtained by multiplying the area of a mist net by the number of nets each night and the total number of hours (<xref ref-type="bibr" rid="B120">Straube and Bianconi, 2002</xref>). We calculated the capture success by dividing the number of bats captured at each sampling site by the sampling effort. Species accumulation curves were used to estimate species richness based on the accumulated number of species observed, compare species richness among habitats, and measure sampling completeness (<xref ref-type="bibr" rid="B83">Magurran, 2004</xref>). Effects of human disturbance were measured as differences in species richness, species composition, and abundance between undisturbed and disturbed habitats.</p>
<p>Bat diversity in both habitat types was described based on two ecological indices of Simpson&#x2019;s index (<xref ref-type="bibr" rid="B117">Simpson, 1949</xref>) and the Evenness or Equitability index (<xref ref-type="bibr" rid="B109">Pielou, 1969</xref>). We computed the Simpson&#x2019;s index (D), which gives the probability of any two individuals randomly drawn from a community belonging to different species. The Simpson&#x2019;s index provides a good estimate of diversity even for small sample sizes (<xref ref-type="bibr" rid="B83">Magurran, 2004</xref>). It was computed using the formula (<italic>D</italic>) = 1&#x2212;[&#x03A3;n (n&#x2212;1)/N (N&#x2212;1)], where <italic>n</italic> = the total number of bats of a particular species, <italic>N</italic> = the total number of bats of all species. The value of <italic>D</italic> ranges between 0 and 1, where 0 represents complete uniformity 1 represents complete diversity (<xref ref-type="bibr" rid="B117">Simpson, 1949</xref>). We derived the Evenness index (<italic>J&#x2019;</italic>), which indicates how abundances are distributed among species in the community, from the Shannon index of diversity (H&#x2019;). Evenness or Equitability index was computed using the formula (<italic>J&#x2019;</italic>) = H&#x2019;/In S, where In S = natural logarithm of the number of species or species richness. The Evenness index ranges from 0 (one dominant species) to 1 (all species equally abundant in the community). When the evenness index is high, it indicates that species are equally abundant while lower evenness index values indicate that species are not equally abundant (<xref ref-type="bibr" rid="B82">Magurran, 1988</xref>).</p>
<p>We performed the independent samples <italic>t</italic>-tests to investigate if there was a variation in observed bat species richness, relative abundance, bat diversity (for the Simpson index), and evenness between the undisturbed and disturbed forest habitats. The data were tested for normality using Kolmogorov&#x2013;Smirnov&#x2019;s test, and for homogeneity of variance using Levene&#x2019;s test before performing the <italic>t</italic>-test. We performed the Mann&#x2013;Whitney <italic>U</italic> test when the condition of normality and homogeneity of variance was not met. Box plots were used to show the relationship between species richness, abundance, evenness, and diversity between undisturbed and disturbed forest habitats.</p>
<p>We used non-metric multidimensional scaling (NMDS) as a non-linear ordination technique based on Bray&#x2013;Curtis similarity to ordinate all 23 sampled sites to assess and visualize intersite similarity in species composition. The NMDS uses rank orders to evaluate dissimilarities between different communities instead of absolute distances, with &#x201C;stress&#x201D; being a measure of the distortion (final lack of agreement) (<xref ref-type="bibr" rid="B87">McCune and Grace, 2002</xref>). Data were square-root transformed before analysis to down-weight most abundant species relative to rare ones (i.e., the transformation reduces the magnitude of the larger number relative to the smaller ones without changing the relationship). One-way analysis of similarity (ANOSIM) with a Jaccard distance matrix was used to assess differences in bat species composition between forest habitat types (<xref ref-type="bibr" rid="B14">Clarke, 1993</xref>). The <italic>R</italic>-value was used to determine the similarity between the two forest habitat types. The values range from 0 to 1, with values closer to 1 indicating higher dissimilarity between a pair of sampling sites being compared, and values closer to 0 indicating greater similarity (<xref ref-type="bibr" rid="B14">Clarke, 1993</xref>). Finally, we carried out a similarity percentage analysis (SIMPER) to determine the contribution of each species to the overall similarity of bat communities between undisturbed and disturbed habitat-type. All multivariate analyses were conducted using PAST software (<xref ref-type="bibr" rid="B57">Hammer et al., 2001</xref>). Mantel test was employed to test the prediction that greater homogeneity of undisturbed sites was based on spatial proximity rather than the lack of disturbance. Mantel test analysis was performed using the vegan package in R software version 4.1.1 (<xref ref-type="bibr" rid="B105">Oksanen et al., 2018</xref>).</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Effects of Anthropic Disturbances on Bat Communities</title>
<p>A total of 477 bats representing 21 species, 15 genera, and five families were recorded in both forest habitat types surveyed (<xref ref-type="table" rid="T1">Table 1</xref>). The overall species richness we recorded was greater in the disturbed habitats (16 species) than in the undisturbed habitats (13 species; <xref ref-type="fig" rid="F2">Figure 2</xref>). However, the difference was not statistically significant [<italic>t</italic>-test; <italic>t</italic>(21) = &#x2212;1.052, <italic>P</italic> = 0.305]. The estimated Jackknife 1 species richness amounted to 27.69 for the entire area sampled (<xref ref-type="fig" rid="F3">Figure 3</xref>). Therefore, our surveys sampled 75.84% of all richness estimated for the study area. The estimated species richness for the disturbed habitats was 21.53 and that for the undisturbed habitat was 19.30 species (<xref ref-type="fig" rid="F3">Figure 3</xref>). In addition, more individuals were recorded in the undisturbed habitats 51.15% (<italic>n</italic> = 244), than in the disturbed habitats 48.85% (<italic>n</italic> = 233). The difference in population size between the two forest types sampled was not statistically significant [<italic>t</italic>-test; <italic>t</italic>(21) = 0.595, <italic>P</italic> = 0.356].</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Number of individuals, species richness, functional guild, sampling effort, capture success and relative abundances in parentheses of bats captured in undisturbed and disturbed habitat sites of the Afromontane forest biome of western Cameroon from June 2019 to March 2020.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Taxon</td>
<td valign="top" align="center">Undisturbed habitat</td>
<td valign="top" align="center">Disturbed habitat</td>
<td valign="top" align="center">Functional guild</td>
<td valign="top" align="center">Total</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5"><bold>Family Pteropodidae</bold></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Eidolon helvum</italic> (Kerr, 1792)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">22 (4.6)</td>
<td valign="top" align="center">frugivore</td>
<td valign="top" align="center">22 (4.6)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Epomops franqueti</italic> (Tomes, 1860)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">19 (4.0)</td>
<td valign="top" align="center">frugivore</td>
<td valign="top" align="center">19 (4.0)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Megaloglossus woermanni</italic> (Pagenstecher, 1885)</td>
<td valign="top" align="center">12 (2.5)</td>
<td valign="top" align="center">1 (0.2)</td>
<td valign="top" align="center">nectarivore</td>
<td valign="top" align="center">13 (2.7)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Micropteropus pusillus</italic> (Peters, 1868)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">52 (10.9)</td>
<td valign="top" align="center">frugivore</td>
<td valign="top" align="center">52 (10.9)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Myonycteris angolensis</italic> (Bocage, 1898)</td>
<td valign="top" align="center">55 (11.6)</td>
<td valign="top" align="center">51 (10.7)</td>
<td valign="top" align="center">frugivore</td>
<td valign="top" align="center">106 (22.3)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Myonycteris torquata</italic> (Dobson, 1878)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">25 (5.3)</td>
<td valign="top" align="center">frugivore</td>
<td valign="top" align="center">25 (5.3)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Rousettus aegyptiacus</italic> (E. Geoffroy, 1810)</td>
<td valign="top" align="center">120 (25.2)</td>
<td valign="top" align="center">12 (2.5)</td>
<td valign="top" align="center">frugivore</td>
<td valign="top" align="center">132 (27.7)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Scotonycteris zenkeri</italic> (Matschie, 1894)</td>
<td valign="top" align="center">4 (0.8)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">frugivore</td>
<td valign="top" align="center">4 (0.8)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5"><bold>Family Rhinolophidae</bold></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Rhinolophus fumigatus</italic> (Ruppell, 1842)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">4 (0.8)</td>
<td valign="top" align="center">closed space</td>
<td valign="top" align="center">4 (0.8)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Rhinolophus landeri</italic> (Martin, 1838)</td>
<td valign="top" align="center">2 (0.4)</td>
<td valign="top" align="center">2 (0.4)</td>
<td valign="top" align="center">closed space</td>
<td valign="top" align="center">4 (0.8)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5"><bold>Family Hipposideridae</bold></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Doryrhina cyclops</italic> (Temminck, 1853)</td>
<td valign="top" align="center">1 (0.2)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">closed space</td>
<td valign="top" align="center">1 (0.2)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Hipposideros</italic> cf. <italic>caffer</italic> (Sundevall, 1846)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1 (0.2)</td>
<td valign="top" align="center">closed space</td>
<td valign="top" align="center">1 (0.2)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Hipposideros</italic> cf. <italic>ruber</italic> (Noack, 1893)</td>
<td valign="top" align="center">32 (6.7)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">closed space</td>
<td valign="top" align="center">32 (6.7)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Macronycteris gigas</italic> (Wagner, 1845)</td>
<td valign="top" align="center">1 (0.2)</td>
<td valign="top" align="center">2 (0.4)</td>
<td valign="top" align="center">closed space</td>
<td valign="top" align="center">3 (0.6)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5"><bold>Family Miniopteridae</bold></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Miniopterus</italic> sp.</td>
<td valign="top" align="center">4 (0.8)</td>
<td valign="top" align="center">25 (5.3)</td>
<td valign="top" align="center">edge space</td>
<td valign="top" align="center">29 (6.1)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5"><bold>Family Vespertilionidae</bold></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Afronycteris nana</italic> (Peters, 1852)</td>
<td valign="top" align="center">1 (0.2)</td>
<td valign="top" align="center">1 (0.2)</td>
<td valign="top" align="center">edge space</td>
<td valign="top" align="center">2 (0.4)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Glauconycteris argentata</italic> (Dobson, 1875)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">13 (2.7)</td>
<td valign="top" align="center">edge space</td>
<td valign="top" align="center">13 (2.7)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Glauconycteris egeria</italic> (Thomas, 1913)</td>
<td valign="top" align="center">1 (0.2)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">closed space</td>
<td valign="top" align="center">1 (0.2)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Glauconycteris</italic> sp.</td>
<td valign="top" align="center">1 (0.2)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">closed space</td>
<td valign="top" align="center">1 (0.2)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Laephotis inexpectatus</italic> (Aellen, 1959)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">1 (0.2)</td>
<td valign="top" align="center">edge space</td>
<td valign="top" align="center">1 (0.2)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Pipistrellus nanulus</italic> (Thomas, 1904)</td>
<td valign="top" align="center">10 (2.1)</td>
<td valign="top" align="center">2 (0.4)</td>
<td valign="top" align="center">edge space</td>
<td valign="top" align="center">12 (2.5)</td>
</tr>
<tr>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">244 (51.2)</td>
<td valign="top" align="center">233 (48.8)</td>
<td/>
<td valign="top" align="center">477 (100)</td>
</tr>
<tr>
<td valign="top" align="left">Species richness</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">16</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Sampling effort (m<sup>2</sup>/h)</td>
<td valign="top" align="center">29520</td>
<td valign="top" align="center">28543</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Capture success (Individuals/m<sup>2</sup>h)</td>
<td valign="top" align="center">0.007</td>
<td valign="top" align="center">0.006</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Shannon index (H&#x2019;)</td>
<td valign="top" align="center">1.52</td>
<td valign="top" align="center">2.1</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Simpson&#x2019;s index (D)</td>
<td valign="top" align="center">0.67</td>
<td valign="top" align="center">0.85</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Equitability index (J)</td>
<td valign="top" align="center">0.59</td>
<td valign="top" align="center">0.77</td>
<td/>
<td/>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Box plots comparing variation in abundance <bold>(A)</bold>, species richness <bold>(B)</bold>, Simpson diversity <bold>(C)</bold>, and habitat evenness <bold>(D)</bold> of bats in undisturbed and disturbed habitat sites of the Afromontane biome of western Cameroon. The small circles (&#x00B0;) and asterisks (&#x002A;) represents outliers and extreme outliers respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-761969-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Estimated species richness (Jackknife 1) of bats for the two habitat types investigated in the Afromontane biome of western Cameroon.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-761969-g003.tif"/>
</fig>
<p>Among species recorded, five (23.81%) were recorded exclusively in the undisturbed habitat. These species were <italic>Scotonycteris zenkeri, Doryrhina cyclops</italic>, <italic>Hipposideros</italic> cf. <italic>ruber, Glauconycteris egeria</italic>, and <italic>Glauconycteris</italic> sp. On the other hand, seven species (33.33%) captured in the disturbed habitat were absent in the undisturbed habitat. These species were <italic>Eidolon helvum, Epomops franqueti, Micropteropus pusillus, Rhinolophus fumigatus, Hipposideros</italic> cf. <italic>caffer, Glauconycteris argentata</italic>, and <italic>Laephotis inexpectatus</italic>. Eight species (38.09%) were common to both habitat types. These species were <italic>Megaloglossus woermanni, Myonycteris angolensis, Rousettus aegyptiacus, Rhinolophus landeri, Macronycteris gigas, Miniopterus</italic> sp., <italic>Afronycteris nana</italic>, and <italic>Pipistrellus nanulus</italic>. <italic>Myonycteris angolensis, Rhinolophus landeri</italic>, and <italic>Afronycteris nana</italic> were the only species captured in equal proportion in both forest types.</p>
<p>Five families were recorded during our surveys. Pteropodidae was the most abundant, with 78.69% of all captures, followed by Hipposideridae with 7.76%, Vespertilionidae with 6.29%, and Miniopteridae with 6.08%. When taking into account the whole area sampled, the most abundant species were <italic>Rousettus aegyptiacus</italic> 27.85%, followed by <italic>Myonycteris angolensis</italic>, 23.21%. The most abundant species in the undisturbed forest was <italic>Rousettus aegyptiacus</italic> 25.3%, followed by <italic>Myonycteris angolensis</italic> with 11.5%, while in the disturbed forest habitats <italic>Micropteropus pusillus</italic> was the most abundant with 10.9%, followed by <italic>Myonycteris angolensis</italic> 10.7% (<xref ref-type="fig" rid="F4">Figure 4</xref>). Few individuals of <italic>Rousettus aegyptiacus</italic> were recorded in the disturbed forest than in the undisturbed forest (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Relative abundance of 21 bat species captured in undisturbed and disturbed habitat sites of the Afromontane forest biome of western Cameroon. Bars indicate standard error.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-761969-g004.tif"/>
</fig>
<p>There was a higher diversity <italic>D</italic> (Simpson&#x2019;s index) of bats in disturbed forest (<italic>D</italic> = 0.85) than undisturbed forest [<italic>D</italic> = 0.67; <italic>t</italic>(21) = 3.460, <italic>P</italic> = 0.002], but no statistically significant difference in equitability for the bats captured in the disturbed habitat (<italic>J</italic>&#x2019; = 0.77) and undisturbed forests (<italic>J</italic>&#x2019; = 0.59; Mann&#x2013;Whitney <italic>U</italic> test; <italic>U</italic> = 38, <italic>P</italic> = 0.181).</p>
<p>The NMDS ordination analysis showed that most of the undisturbed forest sites are more closely grouped therefore are more similar in terms of bat composition compared to disturbed forest sites (<xref ref-type="fig" rid="F5">Figure 5</xref>). Analysis of Similarity (ANOSIM) indicated that there was a statistically significant difference in the overall bat community of the two forest types (<italic>R</italic> = 0.321, <italic>P</italic> = 0.0001). The stress value (0.23) indicated that this ordination is a good representation of the bat community structure. Similarity Percentages Analysis (SIMPER) identified four species that contributed the most to the difference in the composition of bat species between undisturbed forest habitats and disturbed forest habitats: <italic>Rousettus aegyptiacus, Myonycteris angolensis, Hipposideros</italic> cf. <italic>ruber</italic>, and <italic>Micropteropus pusillus</italic> (<xref ref-type="fig" rid="F6">Figure 6</xref>). Using the Bray&#x2013;Curtis index, the dissimilarity of bat communities in undisturbed forest sites significantly increased with geographic distance (Mantel <italic>r</italic> = 0.99, <italic>p</italic> = 0.001) suggesting that sites with closer spatial proximity have more similar bat compositions.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>NMDS ordination, showing the difference between undisturbed and disturbed habitat sites of the Afromontane biome of western, Cameroon based on the composition and abundance of bat species using the Bray-Curtis index as a measure of similarity (Stress = 0.23).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-761969-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Species that contributes the most (&#x003E;1%) to the community dissimilarity of bat species between undisturbed and disturbed habitat sites of the Afromontane biome of western Cameroon.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-761969-g006.tif"/>
</fig>
</sec>
<sec id="S3.SS2">
<title>Composition of Bat Guilds in Undisturbed and Disturbed Forest Habitats</title>
<p>We recorded three different functional guilds during our surveys, namely frugivorous bats, closed-space forager insectivorous bats, and edge-space forager insectivorous bats (<xref ref-type="fig" rid="F7">Figure 7</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Proportion of functional guild among bat species in undisturbed and disturbed habitat sites of the Afromontane forest biome of western Cameroon, considering species richness <bold>(A)</bold> and abundance <bold>(B)</bold>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-761969-g007.tif"/>
</fig>
<p>In terms of the number of species, closed-space forager insectivorous bats were the largest guild in the undisturbed habitat with six species, while frugivorous bats were the largest guild in the disturbed habitat with seven species (<xref ref-type="fig" rid="F7">Figure 7A</xref>). A comparison between both habitat types showed that there was a statistically significant difference in the number of species of frugivorous bats [<italic>t</italic>-test; <italic>t</italic>(21) = &#x2212;2.785, <italic>P</italic> = 0.011; <xref ref-type="fig" rid="F7">Figure 7A</xref>]. However, the relative abundance of frugivorous bat species among forest types did not differ significantly [<italic>t</italic>(14) = &#x2212;4.92, <italic>P</italic> = 0.628; <xref ref-type="fig" rid="F7">Figure 7B</xref>]. Additionally, there was no evidence of a significant difference in the number of forest specialist insectivorous bats between disturbed and undisturbed forests (Mann&#x2013;Whitney <italic>U</italic> test; <italic>U</italic> = 44.5, <italic>P</italic> = 0.208). Similarly, there was no significant difference in the relative abundance of closed-space insectivorous bats between the two forest types (Mann&#x2013;Whitney <italic>U</italic> test; <italic>U</italic> = 49.5, <italic>P</italic> = 0.343). Edge-space insectivorous bats were not considered because of few captures to enable accurate comparison.</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>In this study, we surveyed bats in pristine and disturbed vegetations of the Afromontane biome of western Cameroon. Our study revealed that the disturbed forest supported larger populations and more species than the undisturbed forest sites, although the species richness did not differ significantly between the two forest types. There was a significant change in bat composition from mostly widespread generalists in the disturbed forest, to forest species in the undisturbed forest. This difference in species richness and abundance could likely be explained by greater habitat heterogeneity of the disturbed forests (<xref ref-type="bibr" rid="B37">Estrada and Coates-Estrada, 2002</xref>; <xref ref-type="bibr" rid="B111">Ramos Pereira et al., 2009</xref>). Indeed, the disturbed forests were more heterogeneous comprising of areas with secondary forest patches, gallery forests, coffee plantations, palm plantations, orchards, and cultivated farmlands. On the other hand, the undisturbed forest was characterized by primary growth with large trees, continuous canopy, dense understory, and a patchier understory cover at the ecotone montane forest/montane grassland. Both forest types were located in a volcanic landscape with numerous extinct volcanic vents that probably provided day roosts for obligate cave roosters (<xref ref-type="bibr" rid="B50">Glover and Altringham, 2008</xref>).</p>
<p>Habitat structural heterogeneity is associated with an increase in bat species activity and species occurrence (<xref ref-type="bibr" rid="B64">Jung et al., 2012</xref>). The heterogeneous landscape offered more resource opportunities for open-adapted species in these modified habitats, due to their ability to access extra resources such as artificial shelters and food resources (<xref ref-type="bibr" rid="B80">Loeb et al., 2009</xref>; <xref ref-type="bibr" rid="B16">Coleman and Barclay, 2012</xref>). Indeed, bats are specially adapted to access a wide diversity of habitats, occupying many ecosystems (<xref ref-type="bibr" rid="B113">Schnitzler and Kalko, 2001</xref>). An alternative explanation is the presence of more open water bodies in the disturbed areas which provided drinking and foraging sites for bats (<xref ref-type="bibr" rid="B54">Grindal et al., 1999</xref>; <xref ref-type="bibr" rid="B12">Campbell, 2009</xref>), leading to increased bat activity and their subsequent capture in mist-nets. The species accumulation curves did not show a tendency toward plateauing, suggesting that our surveys did not capture all species present in the study area. However, 75.84% of the estimated species richness was sampled, indicating that more species will be recorded with a greater sampling effort.</p>
<p>Our findings concur with other studies that demonstrated the positive effects of human disturbances on species richness and abundance of species adapted to forage in open areas, but that fragmentation negatively affects bat species that depend on pristine habitats (<xref ref-type="bibr" rid="B71">Klingbeil and Willig, 2009</xref>; <xref ref-type="bibr" rid="B38">Estrada-Villegas et al., 2010</xref>). Greater species richness and abundance in the disturbed forest can also be attributed to the greater amount of forest edge in the disturbed habitats. According to <xref ref-type="bibr" rid="B43">Fried et al. (2005)</xref>, edge habitats contain more flying insects, hence attracting more foraging insectivorous bats, and subsequently allowing some to be captured in mist-nets. Hence a possible consequence of the continuous deforestation and fragmentation will be the replacement of forest-interior species by more adaptable and opportunistic forest edge frugivorous bats such as <italic>Eidolon helvum, Micropteropus pusillus, Myonycteris angolensis</italic>, and edge tolerant insectivorous bats such as <italic>Glauconycteris argentata</italic> (<xref ref-type="bibr" rid="B126">Webala et al., 2019</xref>). Understory frugivorous bats such as <italic>Scotonycteris zenkeri</italic> and <italic>Megaloglossus woermanni</italic> are also sensitive to fragmentation, and thus will be negatively impacted by deforestation than larger canopy foragers (<xref ref-type="bibr" rid="B20">Cosson et al., 1999</xref>). On the other hand, our findings contrast, some studies in the Neotropics by <xref ref-type="bibr" rid="B51">Gorresen and Willig (2004)</xref> in Paraguay, which concluded that bat community diversity was highest in relatively undisturbed forests, and findings by <xref ref-type="bibr" rid="B36">Estrada and Coastes-Estrada (2001)</xref> which concluded that bats within the continuous forest and forest fragments in Mexico had similar species richness.</p>
<p>Guild structure differs between the two forest habitat types, probably indicating the uneven distribution of resources. According to <xref ref-type="bibr" rid="B61">Hodgkison et al. (2004)</xref>, the abundance of bats is influenced by the temporal and spatial variation of food resources, which then influence the number of species within a particular habitat (<xref ref-type="bibr" rid="B27">Duchamp et al., 2007</xref>; <xref ref-type="bibr" rid="B110">Pinto and Keitt, 2008</xref>). While the number of frugivorous bats did not differ significantly between the habitat types, there was a higher proportion of frugivorous bat species in the disturbed habitat than in the undisturbed habitat. This can probably be explained by the presence of many forest tree species such as <italic>Ficus</italic> spp., <italic>Prunus africana, Annona senegalensis</italic>, <italic>Borassus aethiopum</italic>, <italic>Hymenocardia acida</italic>, <italic>Nauclea diderrichii</italic>, <italic>Musanga cecropioides</italic>, and <italic>Caloncoba welwitschii</italic>, among species of fruiting trees planted by humans such as <italic>Persea americana, Carica papaya, Anonidium mannii</italic>, and <italic>Dacryodes edulis.</italic> The presence of more closed-spaced forager insectivorous bat species in the undisturbed habitat can probably be attributed to the nature of their echolocation calls. These species use low-intensity, high-frequency echolocation calls, characterized by low wing loadings, appropriate for foraging and commuting in cluttered habitats close to vegetation (<xref ref-type="bibr" rid="B76">Law et al., 2011</xref>). Therefore, the increase in anthropogenic disturbances can significantly reduce the resource availability for these species (<xref ref-type="bibr" rid="B122">Threlfall et al., 2012</xref>). This is consistent with findings by <xref ref-type="bibr" rid="B126">Webala et al. (2019)</xref> who captured more closed-space insectivorous bat species in the less-disturbed forest interior with little human disturbance in a Kenyan forest. In addition, the capture of more edge-space insectivorous bat species in the disturbed forest can be attributed to their flexible commuting traits, which enabled them to adapt to cleared environments, including agricultural areas and residential spaces. Thus, these open-adapted species are relatively insensitive to human modification, and in many cases, can exploit man-made structures (<xref ref-type="bibr" rid="B70">Kirsten and Klomp, 1998</xref>; <xref ref-type="bibr" rid="B122">Threlfall et al., 2012</xref>). Indeed, the fact that some close-space forager insectivorous bat species persist in human-dominated environments is an indication of the versatility and adaptability of some bat species.</p>
<p>In our surveys family, Pteropodidae represented the largest number of captures. This pattern can be attributed both to the high abundance of pteropodid bats in the surveyed area and the use of ground-level mist-netting method, which tends to be more effective at capturing low-foraging frugivorous bats (<xref ref-type="bibr" rid="B90">Meyer et al., 2011</xref>). Moreover, it is well documented that fast-flying insectivorous bat species that forage higher at the middle-story and canopy levels, above the height of mist-nets, and adept at detecting and avoiding mist-net due to their very efficient echolocation calls are undersampled in ground-level mist-net surveys, resulting in underestimates of the actual species richness and abundance (<xref ref-type="bibr" rid="B66">Kalko and Handley, 2001</xref>; <xref ref-type="bibr" rid="B67">Kalko et al., 2008</xref>). This probably explains the absence of molossids, emballonurids, nycterids, and the capture of only a few vespertilionids during our surveys. It is, therefore, imperative to employ different sampling methods such as sub-canopy and canopy nets, acoustic detectors, and harp traps to complement ground-level mist nets for the detection of species that are considered rare or difficult to capture (<xref ref-type="bibr" rid="B73">Kunz and Parsons, 2009</xref>; <xref ref-type="bibr" rid="B38">Estrada-Villegas et al., 2010</xref>; <xref ref-type="bibr" rid="B39">Fahr and Kalko, 2010</xref>) and to obtain more complete inventories of bats (<xref ref-type="bibr" rid="B9">Bergallo et al., 2003</xref>; <xref ref-type="bibr" rid="B81">MacSwiney et al., 2008</xref>; <xref ref-type="bibr" rid="B44">Furey et al., 2009</xref>; <xref ref-type="bibr" rid="B90">Meyer et al., 2011</xref>; <xref ref-type="bibr" rid="B116">Silva and Bernard, 2017</xref>).</p>
<p>While the majority of bat species were captured in only one habitat type, some species were captured in both the pristine and disturbed habitats, e.g., <italic>Megaloglossus woermanni, Myonycteris angolensis, Rousettus aegyptiacus, Rhinolophus landeri, Macronycteris gigas, Miniopterus</italic> sp., <italic>Afronycteris nana</italic>, and <italic>Pipistrellus nanulus.</italic> The fact that these species were captured in both habitat types suggested that they are probably generalist species that can tolerate and forage in modified habitats. These species can therefore access additional resources outside of remnant forest patches, such as artificial shelters and food resources (<xref ref-type="bibr" rid="B46">Gehrt and Chelsvig, 2003</xref>; <xref ref-type="bibr" rid="B26">Duchamp and Swihart, 2008</xref>; <xref ref-type="bibr" rid="B80">Loeb et al., 2009</xref>; <xref ref-type="bibr" rid="B16">Coleman and Barclay, 2012</xref>).</p>
<p><italic>Megaloglossus woermanni</italic> was mostly recorded in the undisturbed (primary) forest during our surveys. However, a single individual was recorded over a stream at a high elevation site on Mt. Manengouba. This nectarivorous bat is common in closed forests but may enter cultivated areas adjacent to the forest to feed on flowers. It is common in areas where flowers persist throughout the year. This species has also been recorded in disturbed areas in the Center Region of Cameroon (<xref ref-type="bibr" rid="B124">Waghiiwimbom et al., 2019</xref>), as well as in relatively undisturbed forest in the Mpem and Djim National Park by <xref ref-type="bibr" rid="B4">Atagana et al. (2018)</xref> and in the Dja biosphere reserve by <xref ref-type="bibr" rid="B6">Bakwo Fils (2009)</xref>. The fact that this species has been recorded in both habitat types is an indication that it might benefit when natural areas are converted to agricultural landscapes. For example, <xref ref-type="bibr" rid="B128">Weber et al. (2009)</xref> captured this species, while it fed on flowers of cultivated bananas around a forested area in Benin.</p>
<p><italic>Rousettus aegyptiacus</italic> and <italic>Myonycteris angolensis</italic> are large cavernicolous frugivorous bat species that were recorded in both pristine and disturbed habitats. The distribution of these species is largely dependent on the availability of suitable caves as day roost (<xref ref-type="bibr" rid="B127">Weber and Fahr, 2006</xref>; <xref ref-type="bibr" rid="B96">Monadjem et al., 2010</xref>). These species are known to have a broad habitat tolerance and probably have generalist-feeding habits. The capture of these species at disturbed habitats suggests that they are relatively tolerant to habitat fragmentation and may take advantage of the seasonal fluctuation in fruit production by fruiting trees such fig (<italic>Ficus</italic> sp.), apricot (<italic>Prunus</italic> sp.), peach (<italic>Prunus</italic> sp.), mango (<italic>Mangifera indica</italic>) mostly present in disturbed areas. These species have also been recorded in disturbed areas in Cameroon (<xref ref-type="bibr" rid="B97">Mongombe et al., 2019</xref>; <xref ref-type="bibr" rid="B124">Waghiiwimbom et al., 2019</xref>; <xref ref-type="bibr" rid="B85">Manfothang et al., 2020</xref>, <xref ref-type="bibr" rid="B86">2021</xref>), and undisturbed areas (<xref ref-type="bibr" rid="B6">Bakwo Fils, 2009</xref>; <xref ref-type="bibr" rid="B4">Atagana et al., 2018</xref>).</p>
<p>The presence of <italic>Macronycteris gigas</italic> in undisturbed forest patches is not that surprising given that this species forages around the edges of clutter, where it often intercepts large flying insects from a foraging perch (<xref ref-type="bibr" rid="B123">Vaughan, 1977</xref>). <xref ref-type="bibr" rid="B95">Monadjem et al. (2016)</xref> also recorded this species in forested and disturbed habitats in the Guinean Mount Nimba. The presence of <italic>Rhinolophus landeri, Afronycteris nana</italic>, and <italic>Pipistrellus nanulus</italic> in both habitat types was not that surprising because these species are associated with primary and secondary forest habitats (<xref ref-type="bibr" rid="B96">Monadjem et al., 2010</xref>).</p>
<sec id="S4.SS1">
<title>Conservation and Management Implications</title>
<p>Our surveys suggest that forest loss has strong ramifications on bat species richness and functional richness. In addition, different guilds respond differently to different habitat attributes. These results reveal that disturbed habitats with forest patches are important for the conservation of bat species. Especially those that are adaptable and less sensitive to habitat disturbance, preferring fragmented landscape for commuting and foraging. Therefore, the presence of these habitats around primary forests may support the ecological need of some species as they may provide attractive foraging grounds and roosting sites for edge and open species.</p>
<p>Though disturbed vegetation supports a higher diversity of bats, the conversion of pristine forests to human-dominated landscapes may be detrimental to forest specialists, which are sensitive to human disturbances. Therefore, understanding the habitat needs of species and how human-caused disturbance affects the pattern of species diversity and abundance is essential in determining the degree of sensitivity to fragmentation and local extinction risk, which in turn could be essential for developing effective species-specific conservation strategies. Furthermore, the observed differences in the bat communities between the two habitat types underscore the significance of maintaining primary forest as a means of avoiding the functional homogenization of the biome by preventing the local extinction of forest species (<xref ref-type="bibr" rid="B13">Cazalis et al., 2020</xref>). Finally, the occurrence of at least 10% of bats recorded in Cameroon in the biome indicates the forest remnant needs to be preserved by the local community as a means of safeguarding the local bat diversity.</p>
</sec>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="S6">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by the Cameroon Ministry of Scientific Research and Innovation permit (Ref: 0000011/MINRESI/B00/C00/C10/C14).</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>E-MB and BB designed the study. MM, DM, AG-D, and JT conducted the fieldwork. MM and E-MB analyzed the data and wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>Rufford Small Grant UK supported this research financially (Grant Ref: 19621-1). IDEA WILD provided fieldwork material.</p>
</sec>
<ack>
<p>The authors wish to express their deepest gratitude to the inhabitants of Bokwango and Bakingili villages for providing porters and guides who among other things helped with security and the deployment of mist nets. The authors thank the village chiefs of Pastral, Bouroukou, Ekanang, Loulou, and Melong who showed hospitality and cooperation during our stay in their different localities. The authors are grateful to the Cameroon Ministry of Scientific Research and Innovation for providing a research permit (Ref: 0000011/MINRESI/B00/C00/C10/C14).</p>
</ack>
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