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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">oje</journal-id>
      <journal-title-group>
        <journal-title>Open Journal of Ecology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2162-1993</issn>
      <issn pub-type="ppub">2162-1985</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/oje.2026.1610029</article-id>
      <article-id pub-id-type="publisher-id">oje-154885</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Earth</subject>
          <subject>Environmental Sciences</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Does Forest Patch Fragmentation Reshape Arboreal Ant Assemblage: Case Study around the Lamto Scientific Reserve, Central Côte d’Ivoire?</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0000-0002-4078-9566</contrib-id>
          <name name-style="western">
            <surname>Yode</surname>
            <given-names>Christine V. Dakele</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kouakou</surname>
            <given-names>Lombart M. Maurice</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kasseney</surname>
            <given-names>Boris Dodji</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Dosso</surname>
            <given-names>Kanvaly</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kouassi</surname>
            <given-names>Philippe K.</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Konate</surname>
            <given-names>Souleymane</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Ecology Research Center, Nangui Abrogoua University, Abidjan, Côte d’Ivoire </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>19</day>
        <month>10</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>10</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>10</issue>
      <fpage>523</fpage>
      <lpage>541</lpage>
      <history>
        <date date-type="received">
          <day>08</day>
          <month>07</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>10</day>
          <month>10</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>28</day>
          <month>10</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/oje.2026.1610029">https://doi.org/10.4236/oje.2026.1610029</self-uri>
      <abstract>
        <p>Arboreal ants are an essential component of the canopy fauna in tropical forests. However, very little is known about their responses to human-induced disturbances. This study examines the effects of forest habitat fragmentation on arboreal ant communities in a forest-savanna mosaic in central Côte d’Ivoire. Using sampling methods such as funnel traps and vegetation beating, ants were collected from tree trunks and in the lower canopy layer. Sampling was conducted during 2019 in both the dry and rainy seasons. A total of 74 ant species were collected, belonging to 23 genera and 6 subfamilies (Ponerinae, Formicinae, Dorylinae, Myrmicinae, Dolichoderinae, and Pseudomyrmicinae). The largest number of species was collected in the reserve’s forest islands (58 species), followed by rural forests (42 species), cocoa plantations (30 species), and rubber plantations (26 species). Furthermore, species compositions differed among habitats. Furthermore, six species were identified as indicator species in the reserve’s forest islands, compared to two species in the rural forest remnants. In cocoa and rubber plantations, no species were identified as indicator species. Indeed, human activities affecting rural forest fragments have a negative impact on the diversity and distribution of arboreal ants.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Biodiversity</kwd>
        <kwd>Insects</kwd>
        <kwd>Canopy</kwd>
        <kwd>Adaptation</kwd>
        <kwd>Global Changes</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Arboreal ants are a key component of the canopy fauna in tropical forests. Indeed, they include a wide variety of species with diverse nesting sites [<xref ref-type="bibr" rid="B1">1</xref>]. In the canopy, ants exert significant predation pressure and thus significantly influence the diversity, structure, and dynamics of other arboreal arthropods [<xref ref-type="bibr" rid="B2">2</xref>], hence their use as biological control agents [<xref ref-type="bibr" rid="B3">3</xref>][<xref ref-type="bibr" rid="B4">4</xref>]. Furthermore, these ants are considered pollinators for certain plants [<xref ref-type="bibr" rid="B5">5</xref>]. Despite the key role of arboreal ants, studies conducted on ant diversity and distribution in Côte d’Ivoire have primarily focused on ground-dwelling ants [<xref ref-type="bibr" rid="B6">6</xref>]-[<xref ref-type="bibr" rid="B8">8</xref>]. Consequently, there is a significant lack of data on the diversity of arboreal ants in Côte d’Ivoire. Indeed, deforestation caused by intensive agriculture, unregulated logging, and population growth and industrialization has led to the loss of natural habitats [<xref ref-type="bibr" rid="B9">9</xref>]. Thus, one of the major consequences of this phenomenon is habitat fragmentation. In the long term, this leads to changes in the structure and functioning of the resulting habitat fragments [<xref ref-type="bibr" rid="B10">10</xref>].</p>
      <p>Central Côte d’Ivoire is home to a unique type of vegetation known as a forest-savanna mosaic, which lies at the intersection of two major biomes (forest and savanna) [<xref ref-type="bibr" rid="B11">11</xref>]. Indeed, these habitats are of particular importance for biodiversity conservation [<xref ref-type="bibr" rid="B12">12</xref>], and agricultural activity is significant there, as they offer the dual opportunity to grow food crops typical of savanna areas such as yams and export crops like cocoa and coffee, which originally require forest plots [<xref ref-type="bibr" rid="B13">13</xref>]. Recently, rubber cultivation has been added to these export crops in this region of the country [<xref ref-type="bibr" rid="B14">14</xref>], exacerbating the phenomenon of habitat fragmentation. Evergreen forests or semi-deciduous forests embedded within savannas are often interpreted as remnants of what were originally continuous forests, while the savannas are viewed as forests degraded by human activities [<xref ref-type="bibr" rid="B15">15</xref>].</p>
      <p>However, studies examining the effects of habitat fragmentation on animal diversity focus on vertebrates. Few studies have examined the impact of habitat fragmentation on the species and functional diversity of invertebrates, particularly insects like ants [<xref ref-type="bibr" rid="B16">16</xref>], even though they play a key role in ecological processes such as nutrient cycling, pollination, seed dispersal, and predation [<xref ref-type="bibr" rid="B17">17</xref>]. This work aims to understand the impact of habitat changes on arboreal ant populations in the Lamto Scientific Reserve area. Specifically, it consists of 1) assessing the arboreal ant assemblage and their distribution in their natural habitats within the various habitats of the Lamto Reserve and surrounding areas, and 2) assessing those of the habitats in the rural area adjacent to the reserve, namely, the cocoa and rubber plantations, as well as the remnant forests found there.</p>
    </sec>
    <sec id="sec2">
      <title>2. Materials and Methods</title>
      <sec id="sec2dot1">
        <title>2.1. Study Site</title>
        <p>This study was conducted in the Taabo Department in central Côte d’Ivoire. The study sites were selected within the Lamto Reserve and in the remnant forests, as well as in the cocoa and rubber plantations of the village of Zougoussi, located at 7 Km at the West of the Lamto Reserve (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The annual mean precipitation is 1257 mm, and the mean temperature varies around 28˚C annually. The vegetation consists of a forest-savanna mosaic including humid Guinean Savanna (GS), Forest Islands (FI) and Gallery Forests (GFs). Sampling was focused on Forest Islands (FI) and Gallery Forests (GFs) within Lamto Scientific Reserve and in agroecosystems surrounding the Lamto Reserve. </p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1381903-rId15.jpeg?20261028013053" />
        </fig>
        <p><bold>Figure 1</bold><bold>.</bold> Location of study area.</p>
        <p>Forest Islands (FI) are semi-deciduous forest fragments scattered throughout the Lamto Reserve, often surrounded by savannah or connected to gallery forests (GFs) [<xref ref-type="bibr" rid="B18">18</xref>]. In this habitat, edaphic variants of the dense and humid semi-deciduous Forest Island with <italic>Celtis</italic> spp. and <italic>Triplochiton scleroxylon</italic> K. Schum. (Malvaceae) can be observed [<xref ref-type="bibr" rid="B19">19</xref>] over areas of 0.93 - 27 ha [<xref ref-type="bibr" rid="B20">20</xref>]. These less dense forest patches have a discontinuous canopy and an undergrowth dominated by lianas [<xref ref-type="bibr" rid="B19">19</xref>]. Their location in annually burnt savannah sometimes subjects them to the influence of fire [<xref ref-type="bibr" rid="B21">21</xref>]. Within the Lamto Reserve, these forests are subject to minimal human pressure, which explains their better state of conservation. However, the forest patches in rural areas, particularly those in the village of Zougoussi, show signs of advanced degradation by fire [<xref ref-type="bibr" rid="B20">20</xref>]. The dominant plant species found therein are <italic>Dialium guineense</italic> Willd. (Fabacées), <italic>Olax subscorpioidea</italic> Oliv. (Olacacées), <italic>Trichilia prieureana</italic> A. Juss. (Meliacées), <italic>Pouteria alnifolia</italic> (Baker) Roberty (Sapotacées) and <italic>Lecaniodiscus cupanioides</italic> Planch. (Sapindacées). The canopy is patchy, and the forest floor is covered with a thin layer of litter. These forests are subject to selective logging for the daily needs of local communities, as well as other types of human pressures such as hunting and land clearing. Forest islands are degraded and/or divided into small forest fragments as a result of human activities. </p>
        <p>Cocoa plantations (<italic>Theobroma cacao</italic> L., Malvaceae) are between 15 and 20 years old. They are located near the village of Zougoussi. Their canopies are usually dense, and the ground is mainly covered with fallen cacao leaves. In these plantations (<xref ref-type="fig" rid="fig2">Figure 2</xref>), one finds a few kapok trees (<italic>Ceiba pentandra</italic> (L.) Gaertn., Bombacaceae), avocado trees (<italic>Persea americana</italic> Mill., Lauraceae), mango trees (<italic>Mangifera indica</italic> L., Anacardiaceae), and citrus trees such as orange trees (<italic>Citrus sinensis</italic> (L.) Osbeck, Rutaceae) and many other tree species [<xref ref-type="bibr" rid="B22">22</xref>]. Rubber tree plantations (<italic>Hevea brasili</italic><italic>ensis</italic> (Willd. ex A. Juss.) Müll. Arg., Euphorbiaceae) are relatively young (6 to 14 years) and occupy a large area because rubber cultivation is new to the region. These plantations are strictly monocultural, and their areas range from 1 to 10 ha [<xref ref-type="bibr" rid="B23">23</xref>]. However, the cocoa and rubber plantations will eventually contribute to increased vegetation cover.</p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1381903-rId16.jpeg?20261028013053" />
        </fig>
        <p><bold>Figure 2</bold><bold>.</bold> Sampling sites: A: forest island, B: cocoa plantation, C: rural forest, D: rubber plantation.</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Sampling Design</title>
        <p>Ants were sampled in January and July 2019 during the dry season and the rainy season. We used two sampling methods: i) baited traps and ii) beating of the vegetation. Baited traps are funnel traps made from a plastic bottle of mineral water (50 or 33 cL) and a 15 m nylon wire. For more details, see [<xref ref-type="bibr" rid="B24">24</xref>]. The experimental design was 100 m × 50 m plots installed in forest island (FI) of the reserve, rural forest (RF), cocoa (CO) and rubber (RU) plantations, located at least 100 m from the edge of the sampled habitat. In each sampling plot, ants were collected at 20 sampling stations, with sampling stations separated by at least 10 m, considering trees with a diameter ≥ 10 cm. In the savannah habitat, a sampling station consists of a protein bait and a sugar bait, both located at 5 m height on the same tree. In the forest habitat, a sampling station consists of protein and sugar baits located at 10 m height and protein and sugar baits located at 5 m height, all on the same tree and a beating within 2 m of the tree where the baits were placed. The choice to sample at two different heights in the forest is explained by the fact that, in the forest, at 5 m height, the crown of the trees of the low stratum was not always reached; this is why we also sampled at 10 m to have better representativeness of the ant assembly of the low canopies of the forests. This is not the case in our savannah plots, where tree tops were found at an average height of 8 m, so at 5 m the baits are in the tree canopy (<xref ref-type="fig" rid="fig3">Figure 3</xref>). The combination of all samples taken at a sampling station constitutes a sampling unit. Also, the samples from the rainy season and those from the dry season were combined into a single sample. Thus, a total of 20 sampling stations were included at each sampling plot, 60 sampling stations per habitat, so 60 sampling units per habitat, and 240 sampling units in total.</p>
        <fig id="fig3">
          <label>Figure 3</label>
          <graphic xlink:href="https://html.scirp.org/file/1381903-rId17.jpeg?20261028013053" />
        </fig>
        <p><bold>Figure 3</bold><bold>.</bold> Representation of sampling design.</p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Identification</title>
        <p>Ants were identified with a Leica MZ6 microscope using Fisher and Bolton’s [<xref ref-type="bibr" rid="B25">25</xref>] guide to the ant genera of Africa and Madagascar for identification of ants to the genus level. The keys of Bolton [<xref ref-type="bibr" rid="B26">26</xref>]-[<xref ref-type="bibr" rid="B28">28</xref>] and other reliable digital keys [<xref ref-type="bibr" rid="B29">29</xref>] were used for identification to the species level. When species-level identification was impossible, distinct specimens were sorted into morphospecies. Morphospecies were numbered according to the ant reference collection for Côte d’Ivoire at the Tropical Ecology Station at Lamto Reserve [<xref ref-type="bibr" rid="B6">6</xref>]. These identifications were made in the entomology laboratory of the Lamto Ecology Station.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Data Analysis</title>
      <p>Observed species richness was calculated by adding up the number of species and morphospecies observed across all samples within each habitat type. The Chao2 index species richness estimator was calculated to extrapolate the species richness from our data. Sample coverages were determined to estimate sampling efficiency based on different sampling methods using EstimateS v.9.1.0. Ant species richness across habitats was compared using a one-way ANOVA and Tukey’s pairwise comparison test. The ANOSIM test allowed us to compare the ant species composition. The similarity of ant assemblages between habitats was estimated using the Bray-Curtis index and displayed using Non-metric Multidimensional Scaling with PAST 5.03 Software [<xref ref-type="bibr" rid="B30">30</xref>]. The rank-frequency plot was used to study community structure by evaluating the relationship between species richness and the number of individuals [<xref ref-type="bibr" rid="B31">31</xref>]. Indicator species (IndVal) analysis was also conducted to identify species associated with different habitats, and significance was tested using Monte Carlo permutation in order to verify whether a species’ preference for a particular habitat type is significantly higher than would be expected from a random distribution [<xref ref-type="bibr" rid="B32">32</xref>][<xref ref-type="bibr" rid="B33">33</xref>]. This analysis was performed using the vegan, permute, and Indic species packages in R [<xref ref-type="bibr" rid="B34">34</xref>]. Additionally, we measured morphological traits of two dominant arboreal species to demonstrate the potential effects that a reduction in the size of forest patches or their conversion to plantations might have on the species’ functions within their habitat [<xref ref-type="bibr" rid="B35">35</xref>]. Thus, six traits were selected [<xref ref-type="bibr" rid="B36">36</xref>]: clypeus width, femur length, head width, mandible length, scape length, and alitrunk length (<bold>Table 1</bold>). These various morphological traits are associated with different functions performed by ants in their environment [<xref ref-type="bibr" rid="B37">37</xref>]. Past Software v3.09, R Software v4.4.3 and Microsoft Excel were used for statistical analyses, considering the value of <italic>p</italic> ≤ 0.05 as an indicator of statistical significance.</p>
      <p><bold>Table 1</bold><bold>.</bold> Characteristics taken into account in the measurement of morphological traits according to Santoandre [<xref ref-type="bibr" rid="B36">36</xref>].</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Characters</bold>
              </td>
              <td>
                <bold>Illustrations</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Head</bold>
                <bold>Width</bold>
              </td>
              <td>
                <inline-graphic xlink:href="https://html.scirp.org/file/1381903-rId19.jpeg?20261028013053">
                </inline-graphic>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Alitrunk</bold>
                <bold>Length</bold>
              </td>
              <td>
                <inline-graphic xlink:href="https://html.scirp.org/file/1381903-rId21.jpeg?20261028013053">
                </inline-graphic>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Mandib</bold>
                <bold>le</bold>
                <bold>L</bold>
                <bold>ength</bold>
              </td>
              <td>
                <inline-graphic xlink:href="https://html.scirp.org/file/1381903-rId23.jpeg?20261028013053">
                </inline-graphic>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Scape</bold>
                <bold>Length</bold>
              </td>
              <td>
                <inline-graphic xlink:href="https://html.scirp.org/file/1381903-rId25.jpeg?20261028013053">
                </inline-graphic>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Femur</bold>
                <bold>Length</bold>
              </td>
              <td>
                <inline-graphic xlink:href="https://html.scirp.org/file/1381903-rId27.jpeg?20261028013053">
                </inline-graphic>
              </td>
            </tr>
            <tr>
              <td>
                <bold>Clypeus</bold>
                <bold>Width</bold>
              </td>
              <td>
                <inline-graphic xlink:href="https://html.scirp.org/file/1381903-rId29.jpeg?20261028013053">
                </inline-graphic>
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec id="sec4">
      <title>4. Results</title>
      <sec id="sec4dot1">
        <title>4.1. Species Richness of Ant Communities in Different Habitats</title>
        <p>The study yielded 74 species, belonging to 23 genera and 6 subfamilies (Ponerinae, Formicinae, Dorylinae, Myrmicinae, Dolichoderinae, and Pseudomyrmicinae). The richest habitat was forest island (58 species), followed by rural forests (42 species), cocoa plantations (30 species), and rubber plantations (26 species) (<bold>Table 2</bold>).</p>
        <p><bold>Table 2</bold><bold>.</bold> Arboreal ant species list from sampling in Lamto Island Forest, rural forests, cocoa plantations and rubber plantations of Zougoussi village.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>Subfamily</td>
                <td>Species</td>
                <td>IF</td>
                <td>FR</td>
                <td>Rubber</td>
                <td>Cocoa</td>
              </tr>
              <tr>
                <td rowspan="18">Formicinae</td>
                <td>
                  <italic>Camponotus acvapimensis</italic>
                  Mayr, 1862
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Camponotus compressiscapus</italic>
                  André, 1889
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Camponotus lateralis</italic>
                  Olivier, 1792
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Camponutus maculatus</italic>
                  Fabrius, 1782
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Camponotus puberulus</italic>
                  Emery, 1897
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Camponotus solon</italic>
                  Forel, 1886
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Camponotus vividus</italic>
                  Smith, 1858
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Camponotus</italic>
                  <italic>schoutedeni</italic>
                  Forel, 1911
                </td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Lepisiota</italic>
                  sp. 1
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Lepisiota</italic>
                  sp. 2
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Lepisiota</italic>
                  sp. 3
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Nylanderia boltoni</italic>
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Oecophylla longinoda</italic>
                  Latreille, 1802
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Plagiolepis alluaudi</italic>
                  Emery, 1894
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Plagiolepis</italic>
                  sp. 2
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Polyrhachis decemdentata</italic>
                  André, 1889
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Polyrhachis</italic>
                  sp. 2
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Polyrhachis</italic>
                  sp. 3
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>Dorylinae</td>
                <td>
                  <italic>Dorylus</italic>
                  sp. 1
                </td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
              </tr>
              <tr>
                <td rowspan="43">Myrmicinae</td>
                <td>
                  <italic>Cardiocondyla neferka</italic>
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Cataulacus</italic>
                  <italic>traegaohdi</italic>
                  Santschi, 1914
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Cataulacus vorticus</italic>
                  Bolton, 1974
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster africana</italic>
                  Mayr, 1895
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster</italic>
                  <italic>nigronitens</italic>
                  Santschi, 1917
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster solenopsides</italic>
                  Emery, 1899
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster</italic>
                  sp. 10
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster</italic>
                  sp. 14
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster</italic>
                  sp. 17
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster</italic>
                  sp. 2
                </td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster</italic>
                  sp. 22
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster</italic>
                  sp. 9
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Crematogaster striatula</italic>
                  Emery, 1892
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Leptothorax angulus</italic>
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Leptothorax</italic>
                  sp. 1
                </td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Monomorium inquietum</italic>
                  Santschi, 1926
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Monomorium bicolor</italic>
                </td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Monomorium dolatu</italic>
                  Bolton, 1987
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Monomorium floricola</italic>
                  Jerdon, 1851
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Monomorium pharaonis</italic>
                  Linnaeus, 1758
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Monomorium sp</italic>
                  . 2
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Monomorium</italic>
                  sp. 3
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Monomorium</italic>
                  sp. 4
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Pheidole excellens</italic>
                  Mayr, 1862
                </td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Pheidole megacephala</italic>
                  Fabricius, 1793
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Pheidole</italic>
                  sp. 12
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Pheidole</italic>
                  sp. 3
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Pheidole</italic>
                  sp. 4
                </td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Pheidole</italic>
                  sp. 6
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Pheidole</italic>
                  sp. 8
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Terataner</italic>
                  sp. 2
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Terataner</italic>
                  <italic>velatus</italic>
                  Bolton, 1981
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium quadridentatum</italic>
                  Stitz, 1910
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium</italic>
                  sp. 2
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium auxium</italic>
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium flavithorax</italic>
                  Santschi, 1914
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium hapale</italic>
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium</italic>
                  sp. 3
                </td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium rhetidum</italic>
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium</italic>
                  sp. 6
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium</italic>
                  sp. 15
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium</italic>
                  sp. 17
                </td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tetramorium zapyrum</italic>
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td rowspan="6">Ponerinae</td>
                <td>
                  <italic>Anochetus sp</italic>
                  . 1
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Hypoponera</italic>
                  sp. 1
                </td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Paltothyreus tarsatus</italic>
                </td>
                <td>0</td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Platythyrea conradti</italic>
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Platythyrea</italic>
                  sp. 2
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Psalidomyrmex foveolatus</italic>
                  André, 1890
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td rowspan="5">Dolichoderinae</td>
                <td>
                  <italic>Paratrechina longicornis</italic>
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Tapinoma lugubre</italic>
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>
                  <italic>Tapinoma melanocephalum</italic>
                  Fabricius, 1793
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tapinoma</italic>
                  sp. 3
                </td>
                <td>1</td>
                <td>0</td>
                <td>0</td>
                <td>0</td>
              </tr>
              <tr>
                <td>
                  <italic>Tapinoma</italic>
                  sp. 4
                </td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
              </tr>
              <tr>
                <td rowspan="2">Pseudomyrmicinae</td>
                <td>
                  <italic>Tetraponera mocquerysi</italic>
                  André, 1890
                </td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
              </tr>
              <tr>
                <td>Species Richness Observed</td>
                <td>58</td>
                <td>42</td>
                <td>26</td>
                <td>30</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Habitat comparisons revealed a significant difference in the average species richness (ANOVA One-Way: F = 12.47; <italic>p</italic> &lt; 0.05). Pairwise comparison indicated that the mean ant species richness (±SE) of FI (44 ± 2.52) was significantly higher than that of all other habitats (<bold>Table 3</bold>). Also, the mean rural forest ant species richness (±SE) (27 ± 1.53) (Tukey’s Pairwise test, <italic>p</italic> = 0.029) was higher than that of the cocoa plantation (<bold>Table 4</bold>).</p>
        <p><bold>Table 3</bold><bold>.</bold> Specific richness and sampling coverage for different habitats.</p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td>Habitats</td>
                <td>S (obs)*</td>
                <td>S (est)* (Chao2)</td>
                <td>Sampling Coverage</td>
                <td>S (obs) Mean</td>
                <td>Uniques Species</td>
                <td>Doubletons</td>
              </tr>
              <tr>
                <td>IF</td>
                <td>58</td>
                <td>65.99</td>
                <td>87.89</td>
                <td>44 ± 2,516</td>
                <td>10</td>
                <td>4</td>
              </tr>
              <tr>
                <td>FR</td>
                <td>42</td>
                <td>63.93</td>
                <td>65.7</td>
                <td>27 ± 1.527</td>
                <td>12</td>
                <td>2</td>
              </tr>
              <tr>
                <td>Rubber</td>
                <td>26</td>
                <td>27.2</td>
                <td>95.59</td>
                <td>17 ± 1.452</td>
                <td>4</td>
                <td>4</td>
              </tr>
              <tr>
                <td>Cocoa</td>
                <td>30</td>
                <td>32.49</td>
                <td>92.34</td>
                <td>15 ± 3.511</td>
                <td>5</td>
                <td>6</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Note: *S (obs): Specific Richness observed; *S (est): Specific Richness estimated, or expected.</p>
        <p><bold>Table 4</bold><bold>.</bold> Pairwise comparison of arboreal ant specific richness using Tukey’s test: Tukey’s Q below the diagonal, p (same) above the diagonal.</p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <table>
            <tbody>
              <tr>
                <td>
                </td>
                <td>IF</td>
                <td>FR</td>
                <td>Rubber</td>
                <td>Cocoa</td>
              </tr>
              <tr>
                <td>IF</td>
                <td>
                </td>
                <td>0.02948</td>
                <td>3.68E−07</td>
                <td>1.12E−05</td>
              </tr>
              <tr>
                <td>FR</td>
                <td>3.93</td>
                <td>
                </td>
                <td>0.02948</td>
                <td>0.1607</td>
              </tr>
              <tr>
                <td>Rubber</td>
                <td>7.86</td>
                <td>3.93</td>
                <td>
                </td>
                <td>0.8991</td>
              </tr>
              <tr>
                <td>Cocoa</td>
                <td>6.877</td>
                <td>2.947</td>
                <td>0.9825</td>
                <td>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec4dot2">
        <title>4.2. Community Structure of Arboreal Ant Species in the Surveyed Habitats</title>
        <fig id="fig4">
          <label>Figure 4</label>
          <graphic xlink:href="https://html.scirp.org/file/1381903-rId30.jpeg?20261028013054" />
        </fig>
        <p><bold>Figure 4</bold><bold>.</bold> Distribution and allocation of specific richness based on ant abundance across different habitats.</p>
        <p>Three distinct groups were identified within the communities of rural forests, cacao plantations, and rubber plantations, while four distinct groups were identified in the reserve’s forest island (<xref ref-type="fig" rid="fig4">Figure 4</xref>). The first group includes the most abundant ant species (between 10% and 100%). This group consists of four species: <italic>Crematogaster solenopsides</italic>, <italic>Crematogaster</italic>sp. 14, <italic>Camponotus maculatu</italic><italic>s</italic>, and <italic>Oecophylla longinoda</italic>. The second group includes the less abundant species (between 1 and 10%). Approximately 36 species were represented there across all habitats. It includes species such as <italic>Camponotus acvapimensis</italic>, <italic>Tetraponera</italic><italic>mocquerysi</italic>, and <italic>Platythyrea conradti</italic>. The third level grouped rare species (between 1% and 0.1%) and includes a large number of species such as <italic>Leptothorax</italic><italic>angulus</italic> and <italic>Terataner velatus</italic>. Finally, the last group consists of very rare species (less than 0.1%) found exclusively in the forest islands of the Lamto Reserve. This group includes 9 species, including <italic>Cataulacus vorticus</italic>, <italic>Tapinoma melanocephalum</italic>, <italic>Plat</italic><italic>ythyrea</italic> sp. 2, <italic>Tetramorium rhetidum</italic>, etc.</p>
      </sec>
      <sec id="sec4dot3">
        <title>4.3. Endemic, Common, and Indicator Species of the Studied Habitats</title>
        <p>The distribution of ant species across habitats made it possible to distinguish those that are common to all or nearly all habitats from those that were collected in only one habitat type. Thus, 13 ant species were found in all habitats, while 11 other ant species were found in three different habitats, and 17 species were found in two habitats. Finally, the forest patches within the reserve hosted 17 species unique to them, while the rural forests contained 10 species and the cocoa and rubber plantations contained two species each. Furthermore, the IndVal analysis showed that six indicator species were associated with the forest patches in the Lamto Reserve, including two species—<italic>Lepisiota</italic> sp. 3 and <italic>Tetramorium hapale</italic>—with a specificity value of 1. In the rural forests, out of the two associated indicator species, only <italic>Polyrhachis decemdentata</italic> had a specificity value of 1 (<bold>Table 5</bold>). As for the cocoa and rubber plantations, they showed no specific association with any ant species.</p>
        <p><bold>Table 5</bold><bold>.</bold> Indicator species significantly associated with the reserve’s forest island and the rural forest (FI: Forest Islands, RF: Rural Forests, CO: Cocoa Plantations, RU: Rubber Plantations).</p>
        <table-wrap id="tbl5">
          <label>Table 5</label>
          <table>
            <tbody>
              <tr>
                <td>Habitats</td>
                <td>Number of Indicator Species</td>
                <td>Species</td>
                <td>Specificity (A)</td>
                <td>Fidelity (B)</td>
                <td>IndVal</td>
                <td>
                  <italic>p</italic>
                  -Value
                </td>
              </tr>
              <tr>
                <td>
                </td>
                <td>
                </td>
                <td>
                  <italic>Crematogaster</italic>
                  sp. 9
                </td>
                <td>0.846</td>
                <td>0.183</td>
                <td>0.394</td>
                <td>0.001</td>
              </tr>
              <tr>
                <td>
                </td>
                <td>
                </td>
                <td>
                  <italic>Lepisiota</italic>
                  sp. 3
                </td>
                <td>1.000</td>
                <td>0.133</td>
                <td>0.364</td>
                <td>0.001</td>
              </tr>
              <tr>
                <td>FI</td>
                <td>6</td>
                <td>
                  <italic>Tetramorium</italic>
                  <italic>zapyrum</italic>
                </td>
                <td>0.636</td>
                <td>0.116</td>
                <td>0.272</td>
                <td>0.004</td>
              </tr>
              <tr>
                <td>
                </td>
                <td>
                </td>
                <td>
                  <italic>Tetramorium hapale</italic>
                </td>
                <td>1.000</td>
                <td>0.067</td>
                <td>0.258</td>
                <td>0.002</td>
              </tr>
              <tr>
                <td>
                </td>
                <td>
                </td>
                <td>
                  <italic>Tapinoma</italic>
                  sp. 3
                </td>
                <td>0.800</td>
                <td>0.067</td>
                <td>0.231</td>
                <td>0.012</td>
              </tr>
              <tr>
                <td>
                </td>
                <td>
                </td>
                <td>
                  <italic>Tetramorium</italic>
                  sp. 2
                </td>
                <td>0.625</td>
                <td>0.083</td>
                <td>0.228</td>
                <td>0.014</td>
              </tr>
              <tr>
                <td>RF</td>
                <td>2</td>
                <td>
                  <italic>Monomorium</italic>
                  sp. 2
                </td>
                <td>0.682</td>
                <td>0.250</td>
                <td>0.413</td>
                <td>0.001</td>
              </tr>
              <tr>
                <td>
                </td>
                <td>
                </td>
                <td>
                  <italic>Polyrhachis decemdentata</italic>
                </td>
                <td>1.000</td>
                <td>0.050</td>
                <td>0.224</td>
                <td>0.019</td>
              </tr>
              <tr>
                <td>CO</td>
                <td>
                </td>
                <td>None</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
              <tr>
                <td>RU</td>
                <td>
                </td>
                <td>None</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec4dot4">
        <title>4.4. Functional Traits of Several Species of Arboreal Ants</title>
        <p><italic>Oecophylla longinoda</italic> and <italic>Crematogaster solenopsides</italic> were the most dominant species found in all the habitats surveyed during this study. Their presence in all these habitats, whether protected or human-altered, suggests they have the potential to be dominant species. Functional traits measured in <italic>Oecophylla longinoda</italic> revealed numerous differences among ants from rural forests, cocoa plantations, rubber plantations, and the reserve’s forest island. Thus, clypeus width and scape length do not vary among ants from different habitats. However, the femur length of individuals collected from rural forests was found to be shorter than that of ants collected from the reserve’s forest islands, rubber plantations, and cacao plantations (Kruskal-Wallis test; <italic>p</italic> &lt; 0.05). As for head width, it was smaller in ants from rural forests than in those found in the reserve’s forest islands (Mann-Whitney test; <italic>p</italic> &lt; 0.05) and rubber plantations (Mann-Whitney test; <italic>p</italic> &lt; 0.05). Next, regarding mandible length, the only difference observed was between the reserve’s forest patches and rural forests (Mann-Whitney test; <italic>p</italic> &lt; 0.05), with the mandibles of Oecophylla ants from rural forests always smaller than those of ants from the forest islands.</p>
        <p>Finally, regarding alitrunk length, the results showed that in rural forests, Oecophylla ants have shorter alitrunks (Kruskal-Wallis test, <italic>p</italic> &lt; 0.05) than those of ants in the reserve’s forest islands (Mann-Whitney test; <italic>p</italic> &lt; 0.05), cocoa plantations (Mann-Whitney test; <italic>p</italic> &lt; 0.05), and rubber plantations (Mann-Whitney test; <italic>p</italic> &lt; 0.05) (<bold>Table 4</bold>).</p>
        <p>Concerning <italic>Crematogaster solenopsides</italic>, the morphological traits measured for individuals of this species do show significant differences between habitats. The exception is scape length, where there is a difference between individuals from forest habitats and those from plantations (Kruskal-Wallis test, <italic>p</italic> &lt; 0.05). In fact, the scape length of the ants does not differ between the two types of forest habitats, but the results show that it is shorter in individuals from cocoa and rubber tree plantations (<bold>Table 6</bold>).</p>
        <p><bold>Table 6</bold><bold>.</bold> Size (mm) of morphological traits of the species <italic>Oecophylla longinoda</italic> and <italic>Crematogaster solenopsides</italic> in different habitats. (FI: Forest Islands, RF: Rural Forests, CO: Cocoa Plantations, RU: Rubber Plantations).</p>
        <table-wrap id="tbl6">
          <label>Table 6</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Species</bold>
                </td>
                <td>
                  <bold>Habitats</bold>
                </td>
                <td>
                  <bold>Alitrunk</bold>
                  <bold>’</bold>
                  <bold>s</bold>
                  <bold>Length</bold>
                </td>
                <td>
                  <bold>Femur</bold>
                  <bold>’</bold>
                  <bold>s</bold>
                  <bold>Length</bold>
                </td>
                <td>
                  <bold>Head</bold>
                  <bold>’</bold>
                  <bold>s</bold>
                  <bold>Length</bold>
                </td>
                <td>
                  <bold>Scape</bold>
                  <bold>’</bold>
                  <bold>s</bold>
                  <bold>Length</bold>
                </td>
                <td>
                  <bold>Clypeus</bold>
                  <bold>’</bold>
                  <bold>s</bold>
                  <bold>Length</bold>
                </td>
                <td>
                  <bold>Mandible</bold>
                  <bold>’</bold>
                  <bold>s</bold>
                  <bold>Length</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="4">
                  <italic>
                    <bold>O</bold>
                  </italic>
                  <bold>.</bold>
                  <italic>
                    <bold>longinoda</bold>
                  </italic>
                </td>
                <td>FI</td>
                <td>1.11</td>
                <td>1.32</td>
                <td>0.67</td>
                <td>1.08</td>
                <td>0.25</td>
                <td>0.44</td>
              </tr>
              <tr>
                <td>RF</td>
                <td>0.90*</td>
                <td>1.05*</td>
                <td>0.61*</td>
                <td>0.89*</td>
                <td>0.22*</td>
                <td>0.37*</td>
              </tr>
              <tr>
                <td>CO</td>
                <td>1.12</td>
                <td>1.05</td>
                <td>0.67</td>
                <td>1.05</td>
                <td>0.26</td>
                <td>0.42</td>
              </tr>
              <tr>
                <td>RU</td>
                <td>1.08</td>
                <td>1.15</td>
                <td>0.70</td>
                <td>1.09</td>
                <td>0.29</td>
                <td>0.43</td>
              </tr>
              <tr>
                <td rowspan="4">
                  <italic>
                    <bold>C</bold>
                  </italic>
                  <bold>.</bold>
                  <italic>
                    <bold>solenopsides</bold>
                  </italic>
                </td>
                <td>FI</td>
                <td>0.35</td>
                <td>0.26</td>
                <td>0.37</td>
                <td>0.26</td>
                <td>0.09</td>
                <td>0.16</td>
              </tr>
              <tr>
                <td>RF</td>
                <td>0.37</td>
                <td>0.25</td>
                <td>0.38</td>
                <td>0.25</td>
                <td>0.10</td>
                <td>0.17</td>
              </tr>
              <tr>
                <td>CO</td>
                <td>0.36</td>
                <td>0.23</td>
                <td>0.38</td>
                <td>0.24</td>
                <td>0.07</td>
                <td>0.18</td>
              </tr>
              <tr>
                <td>RU</td>
                <td>0.33</td>
                <td>0.20</td>
                <td>0.34</td>
                <td>0.24</td>
                <td>0.06</td>
                <td>0.17</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Note: *Shows a significant difference between values.</p>
      </sec>
    </sec>
    <sec id="sec5">
      <title>5. Discussion</title>
      <p>A greater number of ant species was associated with the forest island in the Lamto Reserve, while few species were associated with forest remnants and monoculture plantations in the rural area. A possible explanation may be that the forest islands in the reserve, being in a protected habitat, are certainly subject to much less human pressure than the forests in the rural area. This likely gives them greater complexity than rural forests, which are constantly subjected to human activities (harvesting of firewood and timber, collection of medicinal plants, hunting, and land clearing for the expansion of neighboring plantations) that further reduce their size. These observations are consistent with [<xref ref-type="bibr" rid="B38">38</xref>], who demonstrated that ant species richness is positively correlated with habitat complexity. This fact has also been mentioned by Wilson and MacArthur [<xref ref-type="bibr" rid="B39">39</xref>], who supported the habitat heterogeneity hypothesis that greater habitat complexity should provide more nesting and foraging sites, as well as a greater abundance of food. This would therefore explain the high species richness observed in the forest patches within the reserve.</p>
      <p>Furthermore, changes in vegetation structure could act as a selective filter for species movements, thereby influencing the distribution of ants [<xref ref-type="bibr" rid="B40">40</xref>]. Indeed, another reason could be related to the size of forest fragments, as it has been shown that in other forest types (dry tropical and montane), a reduction in forest size decreases ant species richness [<xref ref-type="bibr" rid="B41">41</xref>].</p>
      <p>The rank-frequency diagram revealed that in the Lamto Forest, four groups of species can be distinguished based on their abundance. In contrast, three groups were identified in rural forests and in cocoa and rubber plantations. Furthermore, certain species may lose their status as dominant species when moving from one habitat to another. For example, <italic>Crematogaster solenopsides</italic> is more abundant only in the reserve’s forest island, whereas <italic>Oecophylla longinoda</italic> is abundant in all habitats. Indeed, for some arboreal ant species, dominance depends on habitat quality [<xref ref-type="bibr" rid="B42">42</xref>]. Some species of the genus Crematogaster are dominant in one habitat type but not in another. These species are sometimes involved in mutualistic interactions with plants, and their abundance may also depend on the abundance of these plants within the habitat [<xref ref-type="bibr" rid="B43">43</xref>].</p>
      <p>In contrast, species belonging to the genus Oecophylla are highly aggressive and competitive dominant species in both natural habitats and plantations [<xref ref-type="bibr" rid="B44">44</xref>][<xref ref-type="bibr" rid="B45">45</xref>]. Furthermore, the absence of very rare species collected in the reserve’s forest patches, such as <italic>Tetramorium rhetidum</italic>, <italic>Cataulacus vorticus</italic>, and <italic>Tapinoma</italic> sp. 4, in rural forests and plantations may suggest that these species are the first victims of the ecological disturbances affecting these habitats. This could be related to the dispersal capacity of these species in question, as not all species are capable of dispersing across forest fragments, even if they are close to one another. For example, in the Atlantic forests of Brazil, the species Dinoponera lucida Emery cannot disperse from one forest fragment to another, even when the fragments are close to one another [<xref ref-type="bibr" rid="B46">46</xref>].</p>
      <p>Here, in this study, the species identified as indicator species in each habitat are rare. The number of these indicator species decreases drastically from the forest island within the reserve to rural forests and is obviously missing in monoculture plantations. Indeed, although rural forests share the same origins as the forest islands within the reserve [<xref ref-type="bibr" rid="B18">18</xref>], the indicator species of the Forest patches within the reserve do not retain the same status in rural forests. This may be due to the stress caused by human activities or to interactions between species. The study by Alohou [<xref ref-type="bibr" rid="B47">47</xref>] also identified different indicator species between native forests and remnant forests that had been converted into sacred forests in Benin. Thus, the plant species found in these sacred forests as indicators became indicators of anthropogenic disturbances in this type of habitat. Consequently, we could classify the ant species Monomorium sp. 4 and <italic>Polyrhachis decemdentata</italic> as indicators of disturbed forests. Meanwhile, the changes observed in arboreal ant communities in rural forest fragments do not appear to affect only rare species. Certain changes may also occur in abundant species, particularly in terms of their functional traits. This study shows that individuals of the species <italic>Oecophylla longinoda</italic> in rural forests are smaller than those in the forest islands within the reserve. This result does not corroborate the observations of David &amp; Capy [<xref ref-type="bibr" rid="B48">48</xref>], who stated that in an environment with low diversity, reduced competition should lead to an increase in body size. However, this might be entirely accurate when the contested resources are limited to food. Also, in reduced habitats, additional nutritional resources, nesting sites and foraging areas become highly sought-after resources. Thus, Nooten [<xref ref-type="bibr" rid="B38">38</xref>] showed that ants in simplified habitats comprised fewer species and exhibited a different set of functional traits compared to those in more complex habitats, which corroborates our results. Similarly, Gibb <italic>et al</italic>. [<xref ref-type="bibr" rid="B49">49</xref>] showed that the body size of ants in disturbed habitats was smaller. However, numerous studies have shown that reduced body size in certain ant species is correlated with colony size [<xref ref-type="bibr" rid="B50">50</xref>]-[<xref ref-type="bibr" rid="B52">52</xref>]. This finding could represent an adaptive strategy for the species <italic>Oecophylla longinoda</italic> in rural forest fragments. However, not all species, despite their dominant nature, respond in the same way to stress caused by environmental conditions. This may explain why, for the species <italic>Crematogaster solenopsides</italic>, no differences were observed between the forest islands within the reserve and rural forests. This species appears to be resistant to changes in its environment.</p>
      <p>An analysis of tree-dwelling ant communities, taking vertical stratification into account, showed that between the reserve’s forest island and those in the rural area, differences in species richness and abundance occurred within 2-meter strata. This may suggest that most of the species collected are generally found at or above this height. However, a comparison of the strata across the different habitats revealed nearly identical species compositions, suggesting that the differences observed in these various habitat types depend primarily on the higher canopy layers. Indeed, the two vegetation formations differed in terms of canopy structure [<xref ref-type="bibr" rid="B53">53</xref>].</p>
    </sec>
    <sec id="sec6">
      <title>6. Conclusion</title>
      <p>This work has shown that the large forest island in the Lamto Reserve is home to a greater number of ant species, in contrast to the smaller rural forests, which are more heavily impacted by human activities. Other differences were also observed in community structure, such as the number of rare species and the number of indicator species. For all these parameters, species richness decreases from the forest patches in the Lamto Reserve to the forests in rural areas. This study has demonstrated the importance of protected areas for the conservation of the smallest species, such as ants. Indeed, plans for managing or creating biodiversity conservation areas must necessarily take into account the size of the habitat to be preserved.</p>
    </sec>
    <sec id="sec7">
      <title>Acknowledgements</title>
      <p>The authors would like to express their sincere thanks to the World Bank Group and the African Excellence Center on Climate Change, Biodiversity and Sustainable Agriculture (CEA-CCBAD) of Felix Houphouët-Boigny University of Côte d’Ivoire for funding our research. We also thank Kouassi Dorgeles and Koffi Kouame François for their useful help during this work. </p>
    </sec>
    <sec id="sec8">
      <title>Funding</title>
      <p>This paper is a result of several ant-course training projects with financial support from the Belgian Directorate-General for Development Cooperation (DGD), Global Taxonomy Initiative, within the framework of the CEBioS programme.</p>
    </sec>
    <sec id="sec9">
      <title>Author Contributions</title>
      <p>Conceptualization: Christine V. Dakele Yode and Souleymane Konate; Methodology: Christine V. Dakele Yode; Software: Christine V. Dakele Yode; Validation: Philippe K. Kouassi, Kanvaly Dosso, and Lombart M. Maurice Kouakou; Formal Analysis: Christine V. Dakele Yode; Investigation: Christine V. Dakele Yode; Resources: Christine V. Dakele Yode; Data Curation: Christine V. Dakele Yode; Writing—Original Draft Preparation: Christine V. Dakele Yode; Writing—Review and Editing: Christine V. Dakele Yode; Visualization: Boris Dodji Kasseney; Supervision: Lombart M. Maurice Kouakou; Project Administration: Christine V. Dakele Yode; Funding Acquisition: Souleymane Konate. All authors have read and agreed to the published version of the manuscript.</p>
    </sec>
  </body>
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