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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ae</journal-id>
      <journal-title-group>
        <journal-title>Advances in Entomology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2331-2017</issn>
      <issn pub-type="ppub">2331-1991</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/ae.2026.143016</article-id>
      <article-id pub-id-type="publisher-id">ae-152465</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Biomedical</subject>
          <subject>Life Sciences</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Mosquito Population Dynamics in the Vicinity of Kindia, Maritime Guinea, Republic of Guinea</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0009-0000-2502-5026</contrib-id>
          <name name-style="western">
            <surname>Keita</surname>
            <given-names>Namory</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Dore</surname>
            <given-names>Raphael</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Cisse</surname>
            <given-names>Amara</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Yakovlev</surname>
            <given-names>Sergey</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Toure</surname>
            <given-names>Aboubacar Hady</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Diallo</surname>
            <given-names>Ibrahima Baïlo</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Baldé</surname>
            <given-names>Abdoulaye</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Bah</surname>
            <given-names>Mariama</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Diallo</surname>
            <given-names>Souleymane</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kolié</surname>
            <given-names>Bonaventure</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Gouressy</surname>
            <given-names>Ibrahima</given-names>
          </name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Konkon</surname>
            <given-names>Alphonse Keller</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Applied Research Laboratory in Natural Sciences, University of Kindia, Kindia, Republic of Guinea </aff>
      <aff id="aff2"><label>2</label> Faculty of Science, Department of Biology, University of Kindia, Kindia, Republic of Guinea </aff>
      <aff id="aff3"><label>3</label> Guinean Institute of Applied Biological Research, Kindia, Republic of Guinea </aff>
      <aff id="aff4"><label>4</label> Faculty of Languages and Literature, Department of English Language, University of Kindia, Kindia, Republic of Guinea </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>01</day>
        <month>07</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>07</month>
        <year>2026</year>
      </pub-date>
      <volume>14</volume>
      <issue>03</issue>
      <fpage>272</fpage>
      <lpage>282</lpage>
      <history>
        <date date-type="received">
          <day>30</day>
          <month>04</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>07</day>
          <month>07</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>10</day>
          <month>07</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/ae.2026.143016">https://doi.org/10.4236/ae.2026.143016</self-uri>
      <abstract>
        <p>Mosquitoes (<italic>Diptera</italic>, <italic>Culicidae</italic>) are a family of insects of considerable importance to public health. A total of 4,558 mosquitoes were collected between January 3, 2021, and December 8, 2024, using MP-100 traps. Sixteen mosquito species were identified and classified into a single family, the <italic>Culicidae</italic>. During the study period, traps were placed inside homes and near patios, yards, and surrounding vegetation from 7:00 p.m. to 7:00 a.m., following strict guidelines. Very early in the morning, the catches were retrieved with the utmost safety precautions (gloves, alcohol, lab coat, plastic bag). Species identification was carried out at the Entomology Laboratory of the Guinean Institute for Applied Biological Research (GIABR) and the Laboratory for Applied Research in Natural Sciences. Over the course of 3,698 hours and classified into 16 species: <italic>C</italic><italic>ulex</italic><italic>quinquefasciatus</italic> 1238 (27.16%), <italic>Aedes</italic><italic>vittatus</italic> 751 (16.47%), <italic>Anophel</italic><italic>es</italic>(<italic>Anophelinae</italic>) <italic>coustani</italic> 386 (8.46%), <italic>Anopheles gambiae</italic>366 (8.02%), <italic>Aedes</italic><italic>ochraceus</italic> 360 (7.49%), <italic>Culex</italic><italic>univittatus</italic> 311 (6.82%), <italic>Anopheles</italic>(<italic>Cellia</italic>) <italic>funestus</italic> 277 (6.07%), <italic>Culex</italic><italic>antennatus</italic> 209 (4.58%), <italic>Culex</italic><italic>neavei</italic> 192 (4.21%), <italic>Aedes</italic><italic>vexans</italic> 185 (4.05%), <italic>Aedes</italic><italic>dendrophilus</italic> 83 (1.82%), <italic>Aedes aegypti</italic>74 (1.62%), <italic>Anopheles</italic> (<italic>Cellia</italic>) <italic>pretoriensis</italic> and <italic>Eretmapodites</italic><italic>chrysogaster</italic> had the same number of mosquitoes collected and the same frequency of 40 (0.87%)<italic>,</italic><italic>Manso</italic><italic>nia</italic><italic>uniformis</italic> 33 (0.72%) and <italic>Mansonia</italic><italic>africana</italic> 13(0.28%). In conclusion, a statistically significant difference was observed between the dry season (83.9%) and the rainy season (16.1%).</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Mosquito</kwd>
        <kwd>Population Dynamics</kwd>
        <kwd>Vicinity of Kindia</kwd>
        <kwd>Lower Guinea</kwd>
        <kwd>Republic of Guinea</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Man has suffered from the activities of mosquito since time immemorial and it is ranked as man’s most important insect pest. Mosquitoes belonging to the genera <italic>Anopheles</italic>, <italic>Culex</italic> and <italic>Aedes</italic> are the vectors for the pathogens of different diseases such as malaria, filariasis, Japanese encephalitis, dengue and dengue haemorrhagic fever, epidemic polyarthritis, yellow fever and <italic>chikungunya</italic> [<xref ref-type="bibr" rid="B1">1</xref>]-[<xref ref-type="bibr" rid="B3">3</xref>]. These diseases devastate Indian economy every year [<xref ref-type="bibr" rid="B4">4</xref>]. Tropical areas are more vulnerable to parasitic diseases and the risk of contracting arthropod-borne illnesses is increased due to climate change and intensifying globalization [<xref ref-type="bibr" rid="B5">5</xref>]. Worldwide, mosquitoes transmit diseases to more than 700 million people annually and are responsible for 1 death for every 17 people currently alive [<xref ref-type="bibr" rid="B6">6</xref>]. Malaria results from an infection by a protozoan carried by <italic>Anopheles</italic><italic>stephensi</italic>. </p>
      <p>About 2.5 billion people are at risk, more than 500 million people become seriously ill with malaria every year, and more than one million people die due to malaria [<xref ref-type="bibr" rid="B7">7</xref>].</p>
      <p><italic>Culex</italic><italic>quinquefasciatus</italic> is responsible for the transmission of Lymphatic filariasis caused by <italic>Wuchereria</italic><italic>bancrofti</italic>. Lymphatic filariasis, disease affecting the arms, legs and genitals, is much prevalent in India. Lymphatic filariasis infects 80 million people annually of which 30 million cases exist in chronic infection. There are 45 million cases of Lymphatic filariasis in India alone [<xref ref-type="bibr" rid="B8">8</xref>].</p>
      <p>In humans, malaria is a parasitic disease caused by five species of the genus Plasmodium, namely: <italic>Plasmodium falciparum</italic>, <italic>Plasmodium vivax</italic>, <italic>Plasmodium</italic><italic>ovale</italic>, <italic>Plasmodium</italic><italic>malariae</italic>, and <italic>Plasmodium</italic><italic>knowlesi</italic> [<xref ref-type="bibr" rid="B9">9</xref>]. It is transmitted through the bite of the female <italic>Anopheles</italic> mosquito (<italic>Anopheles</italic> sp.) [<xref ref-type="bibr" rid="B10">10</xref>].</p>
      <p>This study aimed to assess mosquito population dynamics and to identify the dominant blood-feeding species that serve as primary malaria vectors in the vicinity of Kindia, Maritime Guinea, Republic of Guinea.</p>
    </sec>
    <sec id="sec2">
      <title>2. Materials and Methods</title>
      <sec id="sec2dot1">
        <title>2.1. Study Environment</title>
        <p>The Kindia Prefecture lies at an elevation of 458.13 m and is located in the western part of Guinea; agriculture and, above all, small-scale livestock farming are the main economic activities.</p>
        <p>The hydrography and topography make Kindia a true transition zone between Lower Guinea and</p>
        <p>Middle Guinea. It lies between 10˚03' north latitude and 12˚52' west longitude. The population is estimated at 438,315 inhabitants [<xref ref-type="bibr" rid="B11">11</xref>]. With a population growth rate of 34% per year. Its population density is 48 inhabitants per km<sup>2</sup> and it covers an area of 9,115 km<sup>2</sup> [<xref ref-type="bibr" rid="B12">12</xref>]. It is bordered to the west by the prefecture of Coyah, to the northwest by the prefecture of Dubréka, to the north by the prefecture of Fria, to the northeast by the prefecture of Télimélé, to the east by the prefecture of Mamou, to the south by Sierra Leone, and to the southwest by the prefecture of Forécariah [<xref ref-type="bibr" rid="B12">12</xref>]. Today, it presents itself as a veritable mosaic of ethnic groups, with a large Soussou majority. The other ethnic groups are the Peul, the Malinké, the Djalonké, and the Djakanké, who are farmers, herders, merchants, and civil servants [<xref ref-type="bibr" rid="B12">12</xref>]. Peri-urban commerce is generally unsanitary [<xref ref-type="bibr" rid="B12">12</xref>] (see <xref ref-type="fig" rid="fig1">Figure 1</xref>and <xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1270598-rId17.jpeg?20260710110931" />
        </fig>
        <p><bold>Figure 1.</bold>Maps of natural regions and the administrative regions of the Republic of Guinea. Nations online project: <ext-link ext-link-type="uri" xlink:href="https://www.nationsonline.org/Chatgpt.com">https://www.nationsonline.org/Chatgpt.com</ext-link> [<xref ref-type="bibr" rid="B13">13</xref>].</p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1270598-rId19.jpeg?20260710110931" />
        </fig>
        <p><bold>Figure 2.</bold>Map showing the various locations (red dots) where mosquitoes were collected in the vicinity of Kindia (2021-2024), Sergey, Y./GLONASS GPS satellite. [<xref ref-type="bibr" rid="B14">14</xref>].</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Materials</title>
        <p>The biological material consists of mosquitoes collected in the vicinity of Kindia, and the sampling was both descriptive and quantitative.</p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Study Setting</title>
        <p>The Guinean Institute for Applied Biological Research and the Laboratory for Applied Research in Natural Sciences served as the setting for the study.</p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Methods</title>
        <p>This study was conducted from 2021 to 2024; each habitat was surveyed using a descriptive and quantitative methodology. The collection effort depended on environmental conditions. MP-100 traps were set up between 7:00 p.m. and 7:00 a.m. Over the course of 3,698 hours, 4,558 mosquitoes were collected and classified into 16 species. The number of night traps was 1, and the number of traps used was also 1.</p>
      </sec>
      <sec id="sec2dot5">
        <title>2.5. Collection and Identification</title>
        <p>The trap used was the MP-100.</p>
        <p>During the study period, traps were placed inside homes and near patios, yards, and surrounding vegetation from 7:00 p.m. to 7:00 a.m., following strict guidelines. Very early in the morning, the catches were retrieved with the utmost safety precautions (gloves, alcohol, lab coat, plastic bag). Species identification was carried out at the Entomology Laboratory of the Guinean Institute for Applied Biological Research (GIABR) and the Laboratory for Applied Research in Natural Sciences, using the identification key from [<xref ref-type="bibr" rid="B15">15</xref>].</p>
      </sec>
      <sec id="sec2dot6">
        <title>2.6. Quantitative Analyses</title>
        <p>The analyses are mainly descriptive and qualitative. The processed data were entered into spreadsheets (Excel 2010 and word).</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <p>The sampling focused on mosquitoes collected in the various habitats studied. A total of 4,558 mosquitoes were collected between january 3, 2021, and december 8, 2024, using MP-100 traps. Sixteen mosquito species were identified and classified into a single family, the <italic>Culicidae</italic>.</p>
      <p><bold>Table 1</bold> shows the number of mosquito species collected, as well as their frequency: <italic>Culex</italic><italic>quinquefasciatus</italic> 1238 (27.16%), <italic>Aedes</italic><italic>vittatus</italic> 751 (16.47%), <italic>Anopheles</italic>(<italic>Anophelinae</italic>) <italic>coustani</italic> 386 (8.46%), <italic>Anopheles gambiae</italic>366 (8.02%), <italic>Aedes</italic><italic>ochraceus</italic> 360 (7.49%), <italic>Culex</italic><italic>univittatus</italic> 311 (6.82%), <italic>Anopheles</italic>(<italic>Cellia</italic>) <italic>funestus</italic> 277 (6.07%), <italic>Culex</italic><italic>antennatus</italic> 209 (4.58%), <italic>Culex</italic><italic>neavei</italic> 192 (4.21%), <italic>Aedes</italic><italic>vexans</italic> 185 (4.05%), <italic>Aedes</italic><italic>dendrophilus</italic> 83 (1.82%), <italic>Aedes aegypti</italic>74 (1.62%), <italic>Anopheles</italic> (<italic>Cellia</italic>) <italic>pretoriensis</italic> and <italic>Eretmapodites</italic><italic>chrysogaster</italic> had the same number of mosquitoes collected and the same frequency of 40 (0.87%)<italic>,</italic><italic>Mansonia</italic><italic>uniformis</italic> 33 (0.72%) and <italic>Mansonia</italic><italic>africana</italic> 13 (0.28%).</p>
      <p><bold>Table 1.</bold>Summary of species and their frequency.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Species</bold>
              </td>
              <td>
                <bold>Number of</bold>
                <bold>captures</bold>
              </td>
              <td>
                <bold>Frequency</bold>
                (%)
              </td>
            </tr>
            <tr>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Cellia</italic>
                )
                <italic>funestus</italic>
                (Giles, 1900)
              </td>
              <td>277</td>
              <td>6.07</td>
            </tr>
            <tr>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Anophelinae</italic>
                )
                <italic>coustani</italic>
                (Lavaran,1900)
              </td>
              <td>386</td>
              <td>8.46</td>
            </tr>
            <tr>
              <td>
                <italic>Anopheles gambiae</italic>
                (
                <italic>species complex</italic>
                ) (Giles, 1902)
              </td>
              <td>366</td>
              <td>8.02</td>
            </tr>
            <tr>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Cellia</italic>
                )
                <italic>pretoriensis</italic>
                (Theobald, 1903)
              </td>
              <td>40</td>
              <td>0.87</td>
            </tr>
            <tr>
              <td>
                <italic>Aedes aegypti</italic>
                (Linnaeus in Hasselquist, 1762)
              </td>
              <td>74</td>
              <td>1.62</td>
            </tr>
            <tr>
              <td>
                <italic>Aedes</italic>
                <italic>dendrophilus</italic>
                (Edwards, 1921)
              </td>
              <td>83</td>
              <td>1.82</td>
            </tr>
            <tr>
              <td>
                <italic>Aedes</italic>
                <italic>ochraceus</italic>
                (Theobald, 1901)
              </td>
              <td>360</td>
              <td>7.89</td>
            </tr>
            <tr>
              <td>
                <italic>Aedes</italic>
                <italic>vittatus</italic>
                (Bigot, 1861)
              </td>
              <td>751</td>
              <td>16.47</td>
            </tr>
            <tr>
              <td>
                <italic>Aedes</italic>
                <italic>vexans</italic>
                (Меigen, 1830)
              </td>
              <td>185</td>
              <td>4.05</td>
            </tr>
            <tr>
              <td>
                <italic>Mansonia</italic>
                <italic>uniformis</italic>
                (Theobald, 1901)
              </td>
              <td>33</td>
              <td>0.72</td>
            </tr>
            <tr>
              <td>
                <italic>Mansonia</italic>
                <italic>africana</italic>
                (Blanchard, 1901)
              </td>
              <td>13</td>
              <td>0.28</td>
            </tr>
            <tr>
              <td>
                <italic>Culex</italic>
                <italic>quinquefasciatus</italic>
                (Say, 1823)
              </td>
              <td>1238</td>
              <td>27.16</td>
            </tr>
            <tr>
              <td>
                <italic>Culex</italic>
                <italic>univittatus</italic>
                (Theobald, 1901)
              </td>
              <td>311</td>
              <td>6.82</td>
            </tr>
            <tr>
              <td>
                <italic>Culex</italic>
                <italic>antennatus</italic>
                (Becker, 1903)
              </td>
              <td>209</td>
              <td>4.58</td>
            </tr>
            <tr>
              <td>
                <italic>Culex</italic>
                <italic>neavei</italic>
                (Theobald, 1906)
              </td>
              <td>192</td>
              <td>4.21</td>
            </tr>
            <tr>
              <td>
                <italic>Eretmapodites</italic>
                <italic>chrysogaster</italic>
                (Theobald, 1901)
              </td>
              <td>40</td>
              <td>0.87</td>
            </tr>
            <tr>
              <td>
                <italic>Total</italic>
              </td>
              <td>4558</td>
              <td>99.91</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><xref ref-type="fig" rid="fig3">Figure 3</xref>shows that the most commonly collected mosquito genera were <italic>Culex</italic> (42.78%), <italic>Aedes</italic>(31.87%), and <italic>Anopheles</italic>(23.45%), while the least commonly collected genera were <italic>Mansonia</italic> (1%) and <italic>Eretmapodites</italic><italic>chrysogaster</italic> (0.87%).</p>
      <fig id="fig3">
        <label>Figure 3</label>
        <graphic xlink:href="https://html.scirp.org/file/1270598-rId20.jpeg?20260710110932" />
      </fig>
      <p><bold>Figure 3.</bold> Allocation of comprehensive income.</p>
      <p>In <bold>Table 2</bold>, we observe that the number of mosquitoes collected in the various habitats varies. Inside dwellings, we collected: <italic>Mansonia</italic><italic>africana</italic> 259 (5.68%), <italic>Anopheles</italic> (<italic>Cellia</italic>) <italic>funestus</italic> 74 (1.64%), <italic>Anopheles gambiae</italic> 35 (0.76%), <italic>Culex</italic><italic>univittatus</italic> 5 (0.10%), <italic>Aedes</italic><italic>dendrophilus</italic> (0.04%), and the results obtained in areas adjacent to residential zones (terraces, gardens, and surrounding vegetation) are as follows: <italic>Culex</italic><italic>quinquefasciatus</italic> 979 (21.47%), <italic>Aedes</italic><italic>vittatus</italic> 751 (16.47%), <italic>Anopheles</italic>(<italic>Anophelinae</italic>) <italic>coustani</italic> 386 (8.46%), <italic>Aedes</italic><italic>ochraceus</italic> 358 (7.85%), <italic>Anopheles gambiae</italic>331 (7.26%), <italic>Culex</italic><italic>univittatus</italic> 311 (6.82%), <italic>Culex</italic><italic>antennatus</italic> 204 (4.47%), <italic>Anopheles</italic>(<italic>Cellia</italic>) <italic>funestus</italic> 203 (4.45%), <italic>Culex</italic><italic>neavei</italic> 192 (4.21%), <italic>Aedes</italic><italic>vexan</italic><italic>s</italic> 185 (4.05%), <italic>Aedes</italic><italic>dendrophilus</italic> 83 (1.82%), <italic>Aedes aegypti</italic>74 (1.62%), <italic>Anopheles</italic> (<italic>Cellia</italic>) <italic>pretoriensis</italic> and <italic>Eretmapodites</italic><italic>chrysogaster</italic> had the same number of mosquitoes collected and the same frequency of 40 (0.87%)<italic>,</italic><italic>Mansonia</italic><italic>uniformis</italic> 33 (0.72%) and <italic>Mansonia</italic><italic>africana</italic> 13 (0.28%). In conclusion, this study shows that the results obtained in these habitats indicate that many more mosquitoes were collected near dwellings than inside them, and that depended not only on access conditions but also on abundance and collection conditions.</p>
      <p><bold>Table 2.</bold>Distribution of captured species by habitat and their frequency.</p>
      <table-wrap id="tbl2">
        <label>Table 2</label>
        <table>
          <tbody>
            <tr>
              <td>Habitats</td>
              <td>Species</td>
              <td>Number of captures</td>
              <td>Frequency (%)</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Cellia</italic>
                )
                <italic>funestus</italic>
                (Giles, 1900)
              </td>
              <td>74</td>
              <td>1.64</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Anophelinae</italic>
                )
                <italic>coustani</italic>
                (Lavaran,1900)
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Anopheles gambiae</italic>
                (
                <italic>species complex</italic>
                ) (Giles, 1902)
              </td>
              <td>35</td>
              <td>0.76</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Cellia</italic>
                )
                <italic>pretoriensis</italic>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>(Theobald, 1903)</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Aedes aegypti</italic>
                (Linnaeus in Hasselquist, 1762)
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>dendrophilus</italic>
                (Edwards, 1921)
              </td>
              <td>2</td>
              <td>0.04</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>ochraceus</italic>
                (Theobald, 1901)
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>vittatus</italic>
                (Bigot, 1861)
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>vexans</italic>
                (Меigen, 1830)
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Mansonia</italic>
                <italic>uniformis</italic>
                (Theobald, 1901)
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>Interior of the home</td>
              <td>
                <italic>Mansonia</italic>
                <italic>africana</italic>
                (Blanchard, 1901)
              </td>
              <td>259</td>
              <td>5.68</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>quinquefasciatus</italic>
                (Say, 1823)
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>univittatus</italic>
                (Theobald, 1901)
              </td>
              <td>5</td>
              <td>0.10</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>antennatus</italic>
                (Becker, 1903)
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>neavei</italic>
                (Theobald, 1906 )
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Eretmapodites</italic>
                <italic>chrysogaster</italic>
                (Theobald, 1901)
              </td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>Proximity to</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>residential</td>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Cellia</italic>
                )
                <italic>funestus</italic>
                (Giles, 1900)
              </td>
              <td>203</td>
              <td>4.45</td>
            </tr>
            <tr>
              <td>areas: patios,</td>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Anophelinae</italic>
                )
                <italic>coustani</italic>
                (Lavaran,1900)
              </td>
              <td>386</td>
              <td>8.46</td>
            </tr>
            <tr>
              <td>yards,</td>
              <td>
                <italic>Anopheles gambiae</italic>
                (
                <italic>species complex</italic>
                ) (Giles, 1902)
              </td>
              <td>331</td>
              <td>7.26</td>
            </tr>
            <tr>
              <td>surrounding</td>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Cellia</italic>
                )
                <italic>pretoriensis</italic>
                (
                <italic>Theobald, 1903</italic>
                )
              </td>
              <td>40</td>
              <td>0.87</td>
            </tr>
            <tr>
              <td>Vegetation.</td>
              <td>
                <italic>Aedes aegypti</italic>
                (Linnaeus in Hasselquist, 1762)
              </td>
              <td>74</td>
              <td>1.62</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>dendrophilus</italic>
                (Edwards, 1921)
              </td>
              <td>83</td>
              <td>1.82</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>ochraceus</italic>
                (Theobald, 1901)
              </td>
              <td>358</td>
              <td>7.85</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>vittatus</italic>
                (Bigot, 1861)
              </td>
              <td>751</td>
              <td>16.47</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>vexans</italic>
                (Меigen, 1830)
              </td>
              <td>185</td>
              <td>4.05</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Mansonia</italic>
                <italic>uniformis</italic>
                (Theobald, 1901)
              </td>
              <td>33</td>
              <td>0.72</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Mansonia</italic>
                <italic>africana</italic>
                (Blanchard, 1901)
              </td>
              <td>13</td>
              <td>0.28</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>quinquefasciatus</italic>
                (Say, 1823)
              </td>
              <td>979</td>
              <td>21.47</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>univittatus</italic>
                (Theobald, 1901)
              </td>
              <td>311</td>
              <td>6.82</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>antennatus</italic>
                (Becker, 1903)
              </td>
              <td>204</td>
              <td>4.47</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>neavei</italic>
                (Theobald, 1906 )
              </td>
              <td>192</td>
              <td>4.21</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Eretmapodites chrysogaster (Theobald, 1901)</td>
              <td>40</td>
              <td>0.87</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
                <italic>Total</italic>
              </td>
              <td>4558</td>
              <td>99.91</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>An Analysis of <bold>Table 3</bold> allowed us to identify a single family of mosquitoes (<italic>Culicidae</italic>), 5 genera of mosquitoes (<italic>Culex</italic>, <italic>Aedes, Anopheles</italic>, <italic>Mansonia</italic> and <italic>Er</italic><italic>etmapodites</italic>), and 16 species: <italic>Culex</italic><italic>quinquefasciatus</italic>, <italic>Aedes</italic><italic>vittatus</italic>, <italic>Anopheles</italic> (<italic>Anophelinae</italic>) <italic>coustani</italic>, <italic>Anopheles gambiae</italic>, <italic>Aedes</italic><italic>ochraceus</italic>, <italic>Culex</italic><italic>univittatus</italic>, <italic>Anopheles</italic>(<italic>Cellia</italic>) <italic>funestus</italic>, <italic>Culex</italic><italic>antennatus</italic>, <italic>Culex</italic><italic>neavei</italic>, <italic>Aedes</italic><italic>vexans</italic>, <italic>Aedes</italic><italic>dendrophilus</italic>, <italic>Aedes aegypti</italic>, <italic>Anopheles</italic>(<italic>Cellia</italic>) <italic>pretoriensis</italic> and <italic>Eretmapodites</italic><italic>chrysogaste</italic>r had the same number of mosquitoes collected and the same frequency<italic>,</italic><italic>Mansonia</italic><italic>uniformis</italic> and <italic>Mansonia</italic><italic>africana</italic>.</p>
      <p><bold>Table 3.</bold>Breakdown of captured species by order, family, and species.</p>
      <table-wrap id="tbl3">
        <label>Table 3</label>
        <table>
          <tbody>
            <tr>
              <td>Order</td>
              <td>Families</td>
              <td>Species</td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Cellia</italic>
                )
                <italic>funestus</italic>
                (Giles, 1900)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Anophelinae</italic>
                ) coustani (Lavaran, 1900)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Anopheles gambiae</italic>
                (
                <italic>species complex</italic>
                ) (Giles, 1902)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Anopheles</italic>
                (
                <italic>Cellia</italic>
                )
                <italic>pretoriensis</italic>
                (Theobald, 1903)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Aedes aegypti</italic>
                (Linnaeus in Hasselquist, 1762)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>dendrophilus</italic>
                (Edwards, 1921)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>ochraceus</italic>
                (Theobald, 1901)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>vittatus</italic>
                (Bigot, 1861)
              </td>
            </tr>
            <tr>
              <td>
                <italic>Diptera</italic>
              </td>
              <td>
                <italic>Culicidae</italic>
              </td>
              <td>
                <italic>Aedes</italic>
                <italic>vexans</italic>
                (Меigen, 1830)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Mansonia</italic>
                <italic>uniformis</italic>
                (Theobald, 1901)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Mansonia</italic>
                <italic>africana</italic>
                (Blanchard, 1901)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>quinquefasciatus</italic>
                (Say, 1823)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>univittatus</italic>
                (Theobald, 1901)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>antennatus</italic>
                (Becker, 1903)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Culex</italic>
                <italic>neavei</italic>
                (Theobald, 1906)
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>
                <italic>Eretmapodites</italic>
                <italic>chrysogaster</italic>
                (Theobald, 1901)
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><xref ref-type="fig" rid="fig4">Figure 4</xref>shows a statistically significant difference between the dry season and the rainy season. In conclusion, a statistically significant difference was observed between the dry season (83.9%) and the rainy season (16.1%). (P &lt; 0.0001).</p>
      <fig id="fig4">
        <label>Figure 4</label>
        <graphic xlink:href="https://html.scirp.org/file/1270598-rId21.jpeg?20260710110932" />
      </fig>
      <p><bold>Figure 4.</bold>Mosquito population dynamics during the two seasons.</p>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>A total of 4,558 mosquitoes were collected between January 3, 2021, and December 8, 2024, using MP-100 traps. Sixteen mosquito species were identified and classified into a single family, the <italic>Culicidae</italic>, 5 genera of mosquitoes (<italic>Culex</italic>, <italic>Aedes, Anopheles</italic>, <italic>Mansonia</italic> and <italic>Eretmapodites</italic>), and 16 species: <italic>Culex</italic><italic>quinquefasciatus</italic> 1238 (27.16%), <italic>Aedes</italic><italic>vittatus</italic> 751 (16.47%), <italic>Anopheles</italic>(<italic>Anophelinae</italic>) <italic>coustani</italic> 386 (8.46%), <italic>Anopheles gambiae</italic>366 (8.02%), <italic>Aedes</italic><italic>ochraceus</italic> 360 (7.49%), <italic>Culex</italic><italic>univittatus</italic> 311 (6.82%), <italic>Anopheles</italic>(<italic>Cellia</italic>) <italic>funestus</italic> 277 (6.07%), <italic>Culex</italic><italic>antennatus</italic> 209 (4.58%), <italic>Culex</italic><italic>neavei</italic> 192 (4.21%), <italic>Aedes</italic><italic>vexans</italic> 185 (4.05%), <italic>Aedes</italic><italic>dendrophilus</italic> 83 (1.82%), <italic>Aedes aegypti</italic>74 (1.62%), <italic>Anopheles</italic> (Cellia) pretoriensis and <italic>Eretmapodites</italic><italic>chrysogaster</italic> had the same number of mosquitoes collected and the same frequency of 40 (0.87%)<italic>,</italic><italic>Mansonia</italic><italic>uniformis</italic> 33 (0.72%) and <italic>Mansonia</italic><italic>africana</italic> 13 (0.28%).</p>
      <p>When comparing the results of our study with those from the island nation (Cape Verde) and the countries furthest into the Sahara (Mauritania, Niger); a greater number of species in countries with a sub-humid zone (Burkina Faso, Senegal, Mali); a large number of species (56 species).</p>
      <p>distributed in a single country versus a small number of species (4 species) present in all 8 countries. Regarding the 4 species, <italic>An</italic>. <italic>arabiensis</italic>, <italic>Ae.</italic><italic>aegypti</italic>, <italic>C</italic><italic>x</italic>. <italic>q</italic><italic>uinquefasciatu</italic>s, and <italic>Lt</italic>. <italic>tigripes</italic>, present in each of the 8 countries, it is noteworthy that the first three are extremely closely associated with humans, that likely facilitated the pantropical spread of <italic>Ae</italic>. <italic>aegyp</italic><italic>ti</italic> and <italic>Cx</italic>. <italic>quinquefasciatus</italic>. <italic>Aedes aegypti</italic> is a special case in that a wild population with very little association with humans persists in forested areas, fairly isolated from the domestic population, laying eggs in tree holes and fruit husks, feeding preferentially on wild animals, and not entering houses [<xref ref-type="bibr" rid="B16">16</xref>]. The current absence of <italic>An</italic>. <italic>stephensi</italic> is significant because this invasive species is already present in the western Persian Gulf. It first became established in Saudi Arabia, then in Djibouti in 2012, then in Ethiopia, and then in Sudan [<xref ref-type="bibr" rid="B17">17</xref>][<xref ref-type="bibr" rid="B18">18</xref>], so that the introduction of this major vector of human Plasmodium is feared in eight countries in particular (Cape Verde, Burkina Faso, Gambia, Mali, Mauritania, Niger, Senegal, and Chad) [<xref ref-type="bibr" rid="B18">18</xref>].</p>
      <p>There are 9 species that are potentially the most commonly found in irrigated rice-growing areas, including 7 <italic>Anopheles</italic> (<italic>An.</italic><italic>arabiensis</italic>, <italic>An.</italic><italic>coluzzii</italic><italic>, An.</italic><italic>funestus</italic><italic>, An.</italic><italic>pharoensis</italic><italic>, An.</italic><italic>rufipes</italic><italic>, An.</italic><italic>squamosus</italic><italic>, and An.</italic><italic>ziemanni</italic>)<italic>, 1 Culex</italic>(<italic>Cx</italic><italic>.</italic><italic>antennatus</italic>)<italic>, and 1</italic><italic>Uranotaenia</italic> (<italic>Ur.</italic><italic>balfouri</italic>). Tree-hole species are mainly <italic>Aedes</italic> of the subgenus <italic>Stegomyia</italic>/<italic>Ae. aegypti</italic>, <italic>Ae</italic>. (<italic>Stg</italic>.) <italic>luteocephalus</italic> [<xref ref-type="bibr" rid="B19">19</xref>], <italic>Ae</italic>. (<italic>Stg.</italic>) <italic>metallicus</italic> [<xref ref-type="bibr" rid="B20">20</xref>] and 1 <italic>Culex</italic> of the subgenus <italic>Culiciomyia</italic> (<italic>Cx</italic><italic>. nebulosus</italic>); these 4 species can also be captured in anthropogenic domestic breeding sites, sometimes cohabiting with <italic>Cx</italic><italic>.</italic><italic>Quinquefasciatus</italic> and <italic>Lt.</italic><italic>tigripes</italic>. Finally, <italic>Cx</italic><italic>.</italic><italic>Quinquefasciatus</italic> and <italic>Cx</italic>. (<italic>Cux</italic>.) <italic>duttoni</italic> [<xref ref-type="bibr" rid="B21">21</xref>] are associated with human-made aquatic habitats rich in organic matter, such as latrines for the former and muddy water from earthen ditches for the latter. To conclude on mosquito ecology, some species have a larval ecology linked to permanent or sub-permanent natural habitats, such as the edges of ponds or backwaters, and pools, while others have an ecology directly linked to human activity.</p>
    </sec>
    <sec id="sec5">
      <title>5. Conclusion</title>
      <p>This study summarizes the current knowledge regarding the distribution of 4,558 mosquito species found in various habitats. The most commonly found species are <italic>Culex</italic><italic>quinquefasciatus</italic>, Anopheles, vector mosquitoes, and mosquitoes that bite humans; it also appears that the level of research varies by country and raises the issue of a lack of entomologists and standardized surveys. This synthesis, largely focused on species richness as a marker of biodiversity, should serve as a basis for future research on the destruction, fragmentation, and preservation of natural habitats, climate change, and the emergence of new vector-borne pathogens. It can already be useful in the fields of vector control and public health. However, the presence of potentially dangerous zoonotic diseases should not be overlooked; these diseases are transmitted from one host to another when conditions are favorable, underscoring their vulnerability to ecosystem disturbances. It is therefore likely that these diseases and their vectors will spread across borders, thereby increasing the risk of human infection. Mosquitoes are a major reservoir of zoonotic pathogens. It is therefore essential to identify and understand the transmission routes between wildlife and humans.</p>
    </sec>
    <sec id="sec6">
      <title>Authors’ Contributions</title>
      <p>Namory Keita, Sergey Yakovlev, Aboubacar Hady Touré, Ibrahima Baïlo Diallo, Abdoulaye Baldé, Raphael Dore, and Amara Cissé designed and supervised the study and conducted the fieldwork and laboratory experiments. Mariama Bah, Souleymane Diallo, Bonaventure Kolié, Ibrahima Gouressy, and Alphonse Keller Konkon reviewed and approved the final version of the manuscript.</p>
    </sec>
    <sec id="sec7">
      <title>Acknowledgements</title>
      <p>The authors would like to thank the authorities of the Guinean Institute of Applied Biological Research and the University of Kindia for making faculty members available to carry out this study. The faculty members of (GIARBR) provided unwavering support throughout the survey. We would also like to thank our colleagues from other departments for their assistance with data analysis, particularly with the diagrams.</p>
    </sec>
  </body>
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