<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.164346.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Spatial distribution of mosquitoes in Golestan province, Northern Iran: A faunistic survey with public health relevance</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: awaiting peer review]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Askari</surname>
                        <given-names>Fatemeh</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Sofizadeh</surname>
                        <given-names>Aioub</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Saeedi</surname>
                        <given-names>Shahin</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Amin</surname>
                        <given-names>Masoumeh</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Soltani</surname>
                        <given-names>Aboozar</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-0717-2561</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Student research committee, Department of Medical Entomology and Vector Control, School of Health, Shiraz University of Medical Sciences, Shiraz, Fars Province, Iran</aff>
                <aff id="a2">
                    <label>2</label>Infectious Diseases Research Center, Golestan University of Medical Sciences, Gorgan, Golestan Province, Iran</aff>
                <aff id="a3">
                    <label>3</label>Department of Medical Entomology and Vector Control, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran</aff>
                <aff id="a4">
                    <label>4</label>Research Center for Health Sciences, Institute of Health, Department of Medical Entomology and Vector Control, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:abu2sol@yahoo.com">abu2sol@yahoo.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>18</day>
                <month>7</month>
                <year>2025</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2025</year>
            </pub-date>
            <volume>14</volume>
            <elocation-id>708</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>11</day>
                    <month>7</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Askari F et al.</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/14-708/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>Mosquitoes are key vectors of diseases. A survey of mosquito diversity in the eastern region of the Hyrcanian forests of Northern Iran was conducted, collecting data from nine counties in Golestan Province between April and December 2024.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>Various methods were used to capture adult mosquitoes for identification. Dominance levels of mosquito species were assessed, and biodiversity indices were calculated for species richness and diversity.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>A total of 819 adult mosquitoes were collected, including 491 identified females, 70 unidentified, 23 males, and 235 non-biting midges. Six species were identified, with 
                        <italic toggle="yes">Culex tritaeniorhynchus</italic> being the most abundant, followed by 
                        <italic toggle="yes">Anopheles hyrcanus.</italic> Distribution maps were prepared for all collected species. The biodiversity analysis indicated an evenness of 33.4%, suggesting unequal species abundances. The high Simpson Dominance Index value (0.73) points to 
                        <italic toggle="yes">Culex tritaeniorhynchus</italic> as the eudominant species in the studied area.</p>
                </sec>
                <sec>
                    <title>Conclusions</title>
                    <p>The study in Golestan Province identified key vectors impacting humans and animals. This dataset serves as a foundational asset for implementing efficient management approaches against mosquito-borne diseases. Understanding mosquito fauna and diversity is crucial for managing diseases they transmit, and the taxonomy of Culicidae is an important area of research for medical and veterinary purposes.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Culicidae</kwd>
                <kwd>Forested areas</kwd>
                <kwd>Biodiversity</kwd>
                <kwd>Golestan Province</kwd>
                <kwd>Iran</kwd>
                <kwd>Diptera</kwd>
                <kwd>biogeography</kwd>
                <kwd>bionomics</kwd>
                <kwd>faunistics</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1">
                    <funding-source>Shiraz University of Medical Sciences</funding-source>
                    <award-id>29439</award-id>
                </award-group>
                <funding-statement>his research was supported by the Vice-chancellor for Research and Technology Affairs of Shiraz University of Medical Sciences (Grant number: 29439), Shiraz, Iran.  </funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>Introduction</title>
            <p>Mosquitoes belong to the Diptera order, Nematocera suborder, and Culicidae family. The Culicidae family is among the largest and most important families in the Nematocera suborder. Their bites have the potential to induce skin allergies in susceptible individuals, especially children, resulting in localized discomfort, secondary skin infections, and general unease (
                <xref ref-type="bibr" rid="ref1">Abai et al., 2007</xref>). Furthermore, mosquito bites have the capacity to disturb rest, triggering mental discomfort and nervous irritations (
                <xref ref-type="bibr" rid="ref50">Wilkerson et al., 2021</xref>, 
                <xref ref-type="bibr" rid="ref11">Berlov and Kuberskaya, 2023</xref>).</p>
            <p>They are known as one of the most significant groups of arthropods concerning human health, as they serve as vectors for various pathogenic agents such as viruses, bacteria, protozoa, and nematodes. Mosquitoes are capable of transmitting numerous pathogens, including malaria, dengue fever, yellow fever, chikungunya, encephalitis, and filariasis.</p>
            <p>There are more than 3,500 species of mosquitoes categorized into 112 genera globally. The Culicidae family is traditionally divided into two subfamilies: Anophelinae and Culicinae. Anophelinae includes about 500 species, mostly within the Anopheles genus, while Culicinae includes over 3,500 species across its 110 genera (
                <xref ref-type="bibr" rid="ref13">Cannet et al., 2023</xref>, 
                <xref ref-type="bibr" rid="ref41">Santos et al., 2017</xref>). The 
                <italic toggle="yes">Anopheles</italic>, 
                <italic toggle="yes">Culex</italic>, along with the 
                <italic toggle="yes">Aedes</italic>, are significant genera of mosquito worldwide (
                <xref ref-type="bibr" rid="ref27">Knols, 2021</xref>). Out of 3578 mosquito species, 88 are known to transmit 78 different pathogens that cause diseases in humans. An additional 243 species are also identified as potential or likely vectors, making a total of 331 species that are associated with human diseases. (
                <xref ref-type="bibr" rid="ref51">Yee et al., 2022</xref>).</p>
            <p>In southwestern Asia, there are seven genera and over 98 species of mosquitoes belonging to the Culicidae family. The most recent checklist of Iranian mosquitoes includes species from both subfamilies, totaling 70 species representing 8 or 12 genera, depending on the classification of aedines (
                <xref ref-type="bibr" rid="ref22">Jaberhashemi et al., 2022</xref>, 
                <xref ref-type="bibr" rid="ref5">Azari-Hamidian et al., 2019</xref>). In Iran, the transmission of West Nile virus by mosquitoes has been documented in various regions of the country, including the western areas of the Hyrcanian forests (Gilan province). Previous reports have also mentioned the possible transmission of Japanese encephalitis (
                <xref ref-type="bibr" rid="ref8">Azari Hamidian et al., 2011</xref>) and dengue fever (
                <xref ref-type="bibr" rid="ref21">Heydarifard et al., 2024</xref>) in Iran. Additionally, cases of 
                <italic toggle="yes">Dirofilaria Immitis</italic> and 
                <italic toggle="yes">D. repens</italic> Railliet transmission by these mosquitoes have been reported within the country (
                <xref ref-type="bibr" rid="ref24">Kartman, 1953</xref>, 
                <xref ref-type="bibr" rid="ref36">Pampiglione and Rivasi, 1997</xref>, 
                <xref ref-type="bibr" rid="ref7">Azari-Hamidian et al., 2009</xref>).</p>
            <p>In southeastern Iran, the primary malaria vectors are 
                <italic toggle="yes">Anopheles fluviatilis</italic>, 
                <italic toggle="yes">An. dthali</italic>, 
                <italic toggle="yes">An. stephensi</italic>, 
                <italic toggle="yes">An. culicifacies</italic>, and 
                <italic toggle="yes">An. superpictus.</italic> While 
                <italic toggle="yes">Anopheles hyrcanus</italic> is not a significant malaria vector in Iran, a related species is noted in Afghanistan, where 
                <italic toggle="yes">An. hyrcanus</italic> serves as the vector instead of 
                <italic toggle="yes">An. dthali</italic> (
                <xref ref-type="bibr" rid="ref31">Moin-Vaziri et al., 2022</xref>).</p>
            <p>There is limited data on the mosquito species present in the eastern regions of the Hyrcanian forests, specifically in Golestan Province. To date, 10 species of 
                <italic toggle="yes">Anopheles</italic> and 14 species of 
                <italic toggle="yes">Culicinae</italic> have been identified through their morphological traits and egg surface patterns. Earlier studies have primarily concentrated on other areas in northeastern Iran, such as Mazandaran and North Khorasan Provinces (
                <xref ref-type="bibr" rid="ref45">Sofizadeh et al., 2017</xref>).</p>
            <p>Studying mosquitoes in a systematic way is crucial for understanding their biology and effectively managing diseases they transmit. The taxonomy of Culicidae has been a focus of attention due to their role in spreading diseases, making it an important area of research for medical and veterinary purposes (
                <xref ref-type="bibr" rid="ref20">Foster and Walker, 2019</xref>). Investigating the fauna and diversity of species allows for studying their distribution in the environment and providing recommendations for controlling medically significant species.</p>
            <p>Golestan province is home to 8 of the 13 recognized climate zones worldwide (
                <xref ref-type="bibr" rid="ref37">Raziei, 2022</xref>). Our study aimed to examine the diversity, richness, and distribution of adult mosquitoes in the eastern regions of the Hyrcanian forests in northern Iran. Given the area&#x2019;s significant species richness, we analyzed ecological indicators to assess the varying habitat conditions within the regions. This investigation enhances our understanding of mosquito populations and their ecological dynamics in this vital environment.</p>
        </sec>
        <sec id="sec6">
            <title>Materials and methods</title>
            <sec id="sec7">
                <title>Study area</title>
                <p>Golestan Province, located in northeastern Iran along the Caspian Sea, spans an area of roughly 20,437.74 km
                    <sup>2</sup> and consists of 11 districts with a population of about 1.6 million people. The province&#x2019;s varied landscape results in three distinct climate zones: moderate plains, mountainous, and semi-arid regions. The area receives an average annual rainfall of 556 mm and has a mean temperature of 18.2&#x00b0;C. Golestan&#x2019;s land is used for various purposes, including agriculture, industry, urban development, forests, rangelands, and uncultivated areas. Key crops grown include wheat, barley, cotton, soybeans, rice, and citrus fruits. Mining operations, such as coal and ballast extraction, are concentrated in the central southern and northeastern parts of the province (
                    <xref ref-type="bibr" rid="ref2">Askari et al., 2024</xref>).</p>
                <p>Between April and December 2024, data collection took place across nine different sites in Golestan Province (
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>). To ensure the representation of various climatic conditions with distinct ecological influences for entomological research, one or two cities from each major climate zone were selected, with three sampling locations chosen within each city. As a result, samples were collected from the southern areas (Ramiyan and Aliabad), the northern region (Gonbade-Kavus), the western zones (Bandar Gaz, Kordkuy, and Turkman), and the eastern regions (Galikesh, Maraveh Tappeh, and Kalaleh). GPS Status 9.0.183-PRO mobile app was used to determine and record the latitude, longitude, and altitude of the mosquito sampling sites, which were documented on the relevant forms. The altitude, longitude, latitude, and terrain of the sampling stations are provided in 
                    <xref ref-type="table" rid="T1">
Table 1</xref>.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>Map of Iran, highlighting the position of Golestan Province, northeasthern Iran, and its nine selected counties for sampling during, April&#x2013;December 2024.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/180843/1446e5ed-d536-4031-aa15-53e6efc48576_figure1.gif"/>
                </fig>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Collection data for mosquitoes catches at sites in Golestan Province, northeastern Iran, April&#x2013;December 2024.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Locality (County)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Topography of sampling location</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Coordinates</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Altitude (m)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">Ramiyan</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mountainous</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">37.01468500&#x00b0;N, 55.14038900&#x00b0;E</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">226</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">Kordkuy</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Foothill</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">36.7917&#x00b0;N, 54.1133&#x00b0;E</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">50</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">Aliabad</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Foothill</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">36.941857&#x00b0;N, 54.571879&#x00b0;E</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">140</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">Gonbade-Kavus
</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Plain</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">37.15&#x00b0;N, 55&#x00b0;E</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">52</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">Bandar Gaz</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coastal</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">36.7775&#x00b0;N, 53.9489&#x00b0;E</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-14</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">Turkman</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coastal</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">36.909722&#x00b0;N, 54.113611&#x00b0;E</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-20</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">Galikesh</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mountainous</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">37.2661&#x00b0;N, 55.4367&#x00b0;E</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">210</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">Maraveh Tappeh</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mountainous</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">37.90430400&#x00b0;N, 55.95454000&#x00b0;E</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">206</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">Kalaleh</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Foothill</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">37.38207145&#x00b0;N, 55.49228362&#x00b0;E</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">160</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec8">
                <title>Sampling methods for mosquitoes</title>
                <p>Adult mosquitoes were captured using various methods, including hand catches, night and day-landing catches, total catches, and UV light traps. Collection methods were conducted monthly during the mosquito activity season. Hand catch collections involved the use of manual aspirators outdoors and indoors for an average of 20 minutes. A total of 18 UV light traps, with two traps per location at least 2 km apart, were used in this study without attractants. UV light traps were employed every two weeks, and landing catches were conducted using human and animal baits. Written consent was obtained from all participants before the study commenced. Human volunteers were protected by nets, while local baited animals, typically cows, were kept in normal conditions. The collected mosquitoes were then transferred to the entomology laboratory for identification using recommended technique by (
                    <xref ref-type="bibr" rid="ref30">Medlock et al., 2018</xref>), and detailed geographic characteristics of the sampling sites were recorded (
                    <xref ref-type="bibr" rid="ref22">Jaberhashemi et al., 2022</xref>, 
                    <xref ref-type="bibr" rid="ref2">Askari et al., 2024</xref>). The collected mosquitoes were identified using the classification methods outlined in the works of Azari-Hamidian and Harbach from 2009 (
                    <xref ref-type="bibr" rid="ref4">Azari-Hamidian and Harbach, 2009</xref>).</p>
            </sec>
            <sec id="sec9">
                <title>Assessment of dominance</title>
                <p>The dominance level of a species is determined by the proportion of specimens of that species within the entire sample. The measure of dominance is categorized into five groups based on the percentage of representation: eudominant species (ED) (&gt;30%), dominant species (D) (10&#x2013;30%), subdominant species (SD) (5&#x2013;10%), recedent species (R) (1&#x2013;5%), and subrecedent species (SR) (&lt;1%) (
                    <xref ref-type="bibr" rid="ref22">Jaberhashemi et al., 2022</xref>).</p>
            </sec>
            <sec id="sec10">
                <title>Data analysis</title>
                <p>SpadeR (Species-Richness Prediction and Diversity Estimation with R) version 2016 was utilized to compute the species richness and the species similarity index of chosen counties in Golestan Province. The similarity of communities, determined by the Morisita-Horn similarity index, was calculated for all pairwise comparisons of various collecting techniques and locations (
                    <xref ref-type="bibr" rid="ref14">Colwell and Elsensohn, 2014</xref>). The structural layer of the preliminary geology map was created using ArcGIS software.</p>
            </sec>
            <sec id="sec11">
                <title>Biodiversity indices calculations</title>
                <p>The Shannon-Wiener index (H&#x2032;) was computed to assess species diversity. Shannon&#x2019;s index is precisely defined as H&#x2032; = &#x2013;&#x2211;
                    <sub>ki=1</sub>piLogpi, wherein pi signifies the proportion of the number of individuals of species i within the total sample number. The maximum potential Shannon&#x2019;s Diversity was determined as H&#x2032;
                    <sub>max</sub> = Log
                    <sub>10</sub>k, with k representing the number of species collected in the sample. The calculation of Evenness (J&#x2032; or E or Pielou&#x2019;s index) was performed using the formula J&#x2032; = H&#x2032;/H&#x2032;
                    <sub>max</sub>. Species richness (S) is explicitly described as the count of species existing within a community (
                    <xref ref-type="bibr" rid="ref44">Silver, 2008</xref>).</p>
            </sec>
        </sec>
        <sec id="sec12" sec-type="results">
            <title>Results</title>
            <p>A total of 819 adults were collected from nine counties in Golestan Province, Iran between April and December of 2024. From the total collected samples, 491 female mosquitoes were morphologically identified using valid taxonomic key (
                <xref ref-type="bibr" rid="ref4">Azari-Hamidian and Harbach, 2009</xref>). In addition, 70 unidentified mosquitoes (due to loss of key identification characteristics during capture and handling), 23 male mosquitoes, and 235 non-biting midges were collected in this study.</p>
            <p>We identified six species (four species of culicine mosquitoes and two species of anopheline mosquitoes) in all studied locations (
                <xref ref-type="table" rid="T2">
Table 2</xref>). The most abundant species (eudominat species) of mosquito collected was 
                <italic toggle="yes">Cx. Tritaeniorhynchus</italic> Giles, 1901, which made up 84.93% of the total number of mosquitoes collected. 
                <italic toggle="yes">An. hyrcanus</italic> Pallas, 1771 was the second most abundant species (subdominant species), making up 8.55% of the total number of collected mosquitoes. 
                <italic toggle="yes">Cx. Theileri</italic> Theobald, 190 (1.02%), 
                <italic toggle="yes">An. maculipennis</italic> Meigen, 1818 (1.83%), and 
                <italic toggle="yes">Cx. Pipiens</italic> Linnaeus, 1758 (3.46%) were recedent species and made up a smaller percentage of the total number of mosquitoes collected. Furthermore, 
                <italic toggle="yes">Cx. territans</italic> Walker, 1856 was a subrecedent species with the frequency of 0.20 % of all specimens (
                <xref ref-type="table" rid="T2">
Table 2</xref>).</p>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>
Table 2. </label>
                <caption>
                    <title>The distribution and abundance of Culicidae family adults collected in nine counties of Golestan Province, northeastern Iran, April&#x2013;December 2024 (ED = Eudominant, D = Dominant, SD = Subdominant, R = Recedent, SR = Subrecedent).</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="9" rowspan="1" valign="top">

                                <italic toggle="yes">Counties</italic>
</th>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">

                                <italic toggle="yes">
Species (Female)</italic>
</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Aliabad</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Galikesh</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Ramiyan</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Kalaleh</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Bandar Gaz</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Turkman</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Gonbade-Kavus
</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Kordkuy</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Maraveh Tappeh</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Total</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Frequency (%)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Dominance</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Cx. tritaeniorhynchus</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">49</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">180</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">22</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">57</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">28</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">11</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">55</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">417</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">84.93</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">ED</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Cx. pipiens</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">17</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3.46</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">R</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Cx. theileri</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.02</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">R</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Cx. territans</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.20</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">SR</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">An. maculipennis</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.83</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">R</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">An. hyrcanus</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">38</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">42</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8.55</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">SD</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <bold>

                                    <italic toggle="yes">Total</italic>
</bold>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">63</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">188</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">61</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">59</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">34</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">11</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">55</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">491</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">100</td>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <bold>

                                    <italic toggle="yes">Frequency (%)</italic>
</bold>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.63</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12.83</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">38.29</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12.42</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12.02</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6.92</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.24</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.44</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">11.20</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">100</td>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="11" rowspan="1" valign="middle">Unknown = 70
                                <break/>Male = 23
                                <break/>Non-biting midge = 235</td>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <p>Individual distribution maps and frequencies of all collected mosquito species, including 
                <italic toggle="yes">An. hyrcanus</italic> (
                <xref ref-type="fig" rid="f2">
Figure 2</xref>), 
                <italic toggle="yes">An. maculipennis</italic> (
                <xref ref-type="fig" rid="f3">
Figure 3</xref>), 
                <italic toggle="yes">Cx. tritaeniorhynchus</italic> (
                <xref ref-type="fig" rid="f4">
Figure 4</xref>), 
                <italic toggle="yes">Cx. territans</italic> (
                <xref ref-type="fig" rid="f5">
Figure 5</xref>), 
                <italic toggle="yes">Cx. pipiens</italic> (
                <xref ref-type="fig" rid="f6">
Figure 6</xref>), and 
                <italic toggle="yes">Cx. theileri</italic> (
                <xref ref-type="fig" rid="f7">
Figure 7</xref>), were prepared across Golestan Province using ArcGIS software.</p>
            <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                <label>Figure 2. </label>
                <caption>
                    <title>Map of Golestan Province (northeasthern Iran), indicating the counties where the 
                        <italic toggle="yes">An. hyrcanus</italic> was collected during, April&#x2013;December 2024.</title>
                </caption>
                <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/180843/1446e5ed-d536-4031-aa15-53e6efc48576_figure2.gif"/>
            </fig>
            <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                <label>Figure 3. </label>
                <caption>
                    <title>Map of Golestan Province (northeasthern Iran), indicating the counties where the 
                        <italic toggle="yes">An. maculipennis</italic> was collected during, April&#x2013;December 2024.</title>
                </caption>
                <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/180843/1446e5ed-d536-4031-aa15-53e6efc48576_figure3.gif"/>
            </fig>
            <fig fig-type="figure" id="f4" orientation="portrait" position="float">
                <label>Figure 4. </label>
                <caption>
                    <title>Map of Golestan Province (northeasthern Iran), indicating the counties where the 
                        <italic toggle="yes">Cx. tritaeniorhynchus</italic> was collected during, April&#x2013;December 2024.</title>
                </caption>
                <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/180843/1446e5ed-d536-4031-aa15-53e6efc48576_figure4.gif"/>
            </fig>
            <fig fig-type="figure" id="f5" orientation="portrait" position="float">
                <label>Figure 5. </label>
                <caption>
                    <title>Map of Golestan Province (northeasthern Iran), indicating the counties where the 
                        <italic toggle="yes">Cx. territans</italic> was collected during, April&#x2013;December 2024.</title>
                </caption>
                <graphic id="gr5" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/180843/1446e5ed-d536-4031-aa15-53e6efc48576_figure5.gif"/>
            </fig>
            <fig fig-type="figure" id="f6" orientation="portrait" position="float">
                <label>Figure 6. </label>
                <caption>
                    <title>Map of Golestan Province (northeasthern Iran), indicating the counties where the 
                        <italic toggle="yes">Cx. pipiens</italic> was collected during, April&#x2013;December 2024.</title>
                </caption>
                <graphic id="gr6" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/180843/1446e5ed-d536-4031-aa15-53e6efc48576_figure6.gif"/>
            </fig>
            <fig fig-type="figure" id="f7" orientation="portrait" position="float">
                <label>Figure 7. </label>
                <caption>
                    <title>Map of Golestan Province (northeasthern Iran), indicating the counties where the 
                        <italic toggle="yes">Cx. theileri</italic> was collected during, April&#x2013;December 2024.</title>
                </caption>
                <graphic id="gr7" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/180843/1446e5ed-d536-4031-aa15-53e6efc48576_figure7.gif"/>
            </fig>
            <p>The highest species diversity was observed in Galikesh, which had 5 of the 6 collected species, while Turkman recorded 4 species.</p>
            <p>The highest geographical distribution in the study area was associated with 
                <italic toggle="yes">Cx. tritaeniorhynchus</italic>, being found in all locations. In second place, 
                <italic toggle="yes">Cx. pipiens</italic> was present in 6 out of the 9 regions studied. The lowest distribution was attributed to 
                <italic toggle="yes">Cx. territans</italic>, which was only identified in the Galikesh region.</p>
            <p>The estimation of species richness (S) and all main calculated diversity indices of adult mosquitoes in nine counties of Golestan Province, northeastern Iran are shown in detail in 
                <xref ref-type="table" rid="T3">
Table 3</xref>. The Shannon-Wiener Diversity Index for the mosquito community in this study was 0.5981. This index is a measure of the diversity of a community, taking into account both the number of species present and their relative abundance (
                <xref ref-type="table" rid="T3">
Table 3</xref>). The Simpson Dominance Index for the mosquito community in this study was 0.73. This index measures the dominance of the most abundant species in a community (
                <xref ref-type="table" rid="T3">
Table 3</xref>).</p>
            <table-wrap id="T3" orientation="portrait" position="float">
                <label>
Table 3. </label>
                <caption>
                    <title>The diversity indices of adult mosquitoes in nine counties of Golestan Province, northeastern Iran, April&#x2013;December 2024 (H&#x2032; = The Shannon-Wiener Index, H&#x2032;
                        <sub>max</sub> = The maximum possible Shannon&#x2019;s Diversity, J&#x2032; = Evenness or E or Pielou&#x2019;s index, S = Species richness).</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="6" rowspan="1" valign="top">

                                <italic toggle="yes">Input data</italic>
</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">

                                <italic toggle="yes">No</italic>
</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Category</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Value</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">x</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">x
                                <sup>2</sup>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
-x ln(x)</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">1</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Cx. tritaeniorhynchus</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">417</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">84.9%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.721</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.139</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">2</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Cx. pipiens</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">17</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3.5%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.001</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.116</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">3</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Cx. theileri</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.0%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.047</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">4</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Cx. territans</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.2%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.013</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">5</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">An. maculipennis</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.8%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.073</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">6</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">An. hyrcanus</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">42</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8.6%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.007</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.210</td>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="2" rowspan="1" valign="top">

                                <italic toggle="yes">Results: Diversity Indices</italic>
</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">

                                <italic toggle="yes">Index</italic>
</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Value</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Number of Classes</italic> N</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">S = Richness</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Berger Parker Index</italic> p
                                <sub>i
                                    <italic toggle="yes">max</italic>
                                </sub>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">84.9%</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">H&#x2032; = Shannon Entropy</italic>
                                <xref ref-type="table-fn" rid="tfn1">
                                    <sup>1)</sup>
                                </xref> H 
                                <italic toggle="yes">(nat)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.5981</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">H&#x2032;
                                    <sub>max</sub> = Shannon Entropy</italic> H 
                                <italic toggle="yes">(bit)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.8629</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Number Eq.</italic> D 
                                <italic toggle="yes">(True Diversity)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.8</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">J&#x2032; = Shannon Equitability</italic> H
                                <italic toggle="yes">/ln</italic>N</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">33.4%</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Simpson Dominance</italic> SD</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">73.0%</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">SD 
                                <italic toggle="yes">(unbiased - finite samples)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">73.0%</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">True Diversity 
                                    <sup>2</sup>
                                </italic>D 
                                <italic toggle="yes">(Order 2)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.4</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Gini-Simpson Index 1-
</italic>SD</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">27.0%</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Gini-Simpson Equitability</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">32.4%</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <fn-group content-type="footnotes">
                        <fn id="tfn1">
                            <label>
                                <sup>1)</sup>
                            </label>
                            <p>sometimes referred to as Shannon-Weaver or Shannon-Wiener Index.</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
            <p>Based on the result of the pairwise similarity test for the mosquito fauna of the nine counties, the average pairwise similarity was calculated 0.593. Bandar Gaz &#x2013; Turkman (3 common species), Gonbade-Kavus-Kordkuy (one common species), Gonbade-Kavus-Maraveh Tappeh (one common species), and Kordkuy-Maraveh Tappeh (one common species) displayed the most similarity (1) and Galikesh- Bandar Gaz (3 common species) placed in the second place with the similarity of 0.841. Moreover, Galikesh - Gonbade-Kavus, Galikesh-Kordkuy, and Galikesh - Maraveh Tappeh showed the least similarity (0.308) with one common species (
                <xref ref-type="table" rid="T4">
Table 4</xref>).</p>
            <table-wrap id="T4" orientation="portrait" position="float">
                <label>
Table 4. </label>
                <caption>
                    <title>The pairwise similarity analysis of adult mosquitoes in nine counties of Golestan Province, northeastern Iran, April&#x2013;December 2024.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="table-fn" rid="tfn2">*</xref>Sampling regions</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Estimate the percentage of similarity</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">S.E.</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
95% Confidence Interval</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(1,2)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.534</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.13</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.279, 0.788)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(1,3)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.113</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.579, 1.000)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(1,4)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.151</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.505, 1.000)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(1,5)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.669</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.085</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.503, 0.835)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(1,6)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.574</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.107</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.364, 0.783)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(1,7)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.667</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.114</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.443, 0.891)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(1,8)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.667</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.114</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.443, 0.891)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(1,9)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.667</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.067</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.536, 0.797)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(2,3)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.707</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.155</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.402, 1.000)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(2,4)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.471</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.114</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.248, 0.694)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(2,5)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.841</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.133</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.579, 1.000)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(2,6)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.759</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.117</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.529, 0.989)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(2,7)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.308</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.08</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.152, 0.464)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(2,8)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.308</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.082</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.148, 0.468)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(2,9)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.308</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.07</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.171, 0.446)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(3,4)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.667</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.143</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.385, 0.948)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(3,5)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.573</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.063</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.449, 0.697)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(3,6)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.502</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.095</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.316, 0.687)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(3,7)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.083</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.337, 0.663)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(3,8)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.079</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.345, 0.655)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(3,9)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.081</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.341, 0.659)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(4,5)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.573</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.072</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.432, 0.714)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(4,6)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.753</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.129</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.499, 1.000)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(4,7)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.079</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.346, 0.654)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(4,8)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.079</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.345, 0.655)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(4,9)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.079</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.345, 0.655)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(5,6)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.231</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.547, 1.000)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(5,7)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.401</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.122</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.162, 0.640)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(5,8)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.401</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.141</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.126, 0.677)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(5,9)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.401</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.131</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.144, 0.659)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(6,7)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.335</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.092</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.154, 0.516)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(6,8)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.335</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.089</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.160, 0.510)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(6,9)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.335</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.086</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.166, 0.504)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(7,8)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(1.000, 1.000)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(7,9)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(1.000, 1.000)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">(8,9)</italic>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(1.000, 1.000)</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <fn-group content-type="footnotes">
                        <fn id="tfn2">
                            <label>*</label>
                            <p>1 = Aliabad 2 = Galikesh 3 = Ramiyan 4 = Kalaleh 5 = Bandar Gaz 6 = Turkman 7 = Gonbade-Kavus 8 = Kordkuy 9 = Maraveh Tappeh.</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
        </sec>
        <sec id="sec13" sec-type="discussion">
            <title>Discussion</title>
            <p>In this study, out of 491 adult mosquitoes identified, two species from the Anopheline subfamily (
                <italic toggle="yes">An. maculipennis,
</italic> and 
                <italic toggle="yes">An. hyrcanus</italic>) and four from the Culicine subfamily (
                <italic toggle="yes">Cx. tritaeniorhynchus, Cx. pipiens, Cx. theileri,
</italic> and 
                <italic toggle="yes">Cx. territans</italic>) were found. In this study, no mosquitoes of the genus 
                <italic toggle="yes">Aedes</italic> were collected due to our sampling methods, which focused solely on adult mosquitoes. Additionally, other techniques, such as larval collection and ovitrap installation, were not used, representing another limitation of our research.</p>
            <p>Almost all species captured in this study are of medical significance and may serve as potential disease vectors for humans and animals (
                <xref ref-type="bibr" rid="ref46">Soltan-Alinejad et al., 2021</xref>). The mosquito species 
                <italic toggle="yes">An. maculipennis</italic> and 
                <italic toggle="yes">An. hyrcanus</italic> are related to the transmission of malaria, a significant mosquito-borne disease. On the other hand, 
                <italic toggle="yes">Cx. tritaeniorhynchus, Cx. pipiens, Cx. theileri,
</italic> and 
                <italic toggle="yes">Cx. territans</italic> are associated with the transmission of 
                <italic toggle="yes">Dirofilaria immitis</italic>, a parasitic worm that causes heartworm disease in animals (
                <xref ref-type="bibr" rid="ref5">Azari-Hamidian et al., 2019</xref>).</p>
            <p>In this study, no new species were reported; all species had already been documented in various regions of Iran by other researchers. The key focus is on the species composition and dominant species in each region, which vary significantly and will be discussed next.</p>
            <p>

                <italic toggle="yes">Cx. tritaeniorhynchus</italic> is a vector of Japanese encephalitis virus (JEV), which is a significant mosquito-borne disease affecting feral pigs, native mammals, and humans. This mosquito species plays a crucial role in the transmission of Japanese encephalitis, a viral disease that can lead to encephalitis in humans and other animals (
                <xref ref-type="bibr" rid="ref28">Lessard et al., 2021</xref>, 
                <xref ref-type="bibr" rid="ref29">Longbottom et al., 2017</xref>).</p>
            <p>This medical important mosquito species was reported in various cities and provinces of Iran including Yazd City (Golestan Province, Central Iran), Kalaleh County (Golestan Province), Mazandaran Province, and Guilan Province (
                <xref ref-type="bibr" rid="ref43">Shoraka et al., 2020</xref>, 
                <xref ref-type="bibr" rid="ref49">Tong et al., 2023</xref>, 
                <xref ref-type="bibr" rid="ref45">Sofizadeh et al., 2017</xref>, 
                <xref ref-type="bibr" rid="ref9">Azari, 2007</xref>).</p>
            <p>

                <italic toggle="yes">Cx. pipiens</italic> is a vector of various diseases, including West Nile virus (WNV), Saint Louis encephalitis virus (SLEV), Rift Valley fever virus (RVFV), Sindbis virus (SINV), and filarial nematodes that cause filariasis in different parts of the world (
                <xref ref-type="bibr" rid="ref18">Farajollahi et al., 2011</xref>, 
                <xref ref-type="bibr" rid="ref12">Brugman et al., 2018</xref>). This species was reported in several cities across Iran. The cities where 
                <italic toggle="yes">Cx. pipiens</italic> was identified include: Tehran (the capital city of Iran), Yazd City in central Iran, Hamadan, Neka (Mazandaran Province), and Mashhad (Khorasan-Razavi Province) in northeast of the country (
                <xref ref-type="bibr" rid="ref23">Karami et al., 2016</xref>, 
                <xref ref-type="bibr" rid="ref9">Azari, 2007</xref>, 
                <xref ref-type="bibr" rid="ref40">Salim-Abadi et al., 2016</xref>, 
                <xref ref-type="bibr" rid="ref15">Dehghan et al., 2013</xref>).</p>
            <p>

                <italic toggle="yes">Cx. theileri</italic> is a recognized vector of pathogens responsible for dirofilariasis, Sindbis fever, and West Nile fever in Iran and adjacent regions (
                <xref ref-type="bibr" rid="ref6">Azari-Hamidian and Omrani, 2022</xref>). 
                <italic toggle="yes">Cx. theileri</italic> is prevalent in the Afrotropical, Palearctic, and Oriental Regions, with a primary presence in the southern Palearctic region. In Iran, this mosquito exhibits a broad distribution, spanning across 28 out of the 31 provinces, establishing itself as one of the most plentiful species in the country (
                <xref ref-type="bibr" rid="ref6">Azari-Hamidian and Omrani, 2022</xref>, 
                <xref ref-type="bibr" rid="ref32">Moosa-Kazemi et al., 2021</xref>, 
                <xref ref-type="bibr" rid="ref42">Sharifi et al., 2022</xref>, 
                <xref ref-type="bibr" rid="ref25">Kayedi et al., 2020</xref>).</p>
            <p>

                <italic toggle="yes">Cx. territans</italic> is not known to be a vector of any specific diseases to human and is considered a frog-feeding mosquito. This species is known to transmit 
                <italic toggle="yes">Batrachochytrium dendrobatidis</italic> (Bd), a pathogenic fungus that affects amphibians, particularly frogs. This mosquito species can carry the fungus and potentially transmit it to amphibian hosts, contributing to the spread of Bd and impacting susceptible amphibian populations worldwide (
                <xref ref-type="bibr" rid="ref38">Reinhold et al., 2023</xref>). This mosquito was reported from Tehran, and Guilan Provinces in Iran (
                <xref ref-type="bibr" rid="ref9">Azari, 2007</xref>). 
                <italic toggle="yes">Cx. territans</italic> predominantly inhabits natural swamps, ponds, and pools.</p>
            <p>

                <italic toggle="yes">An. maculipennis</italic> and 
                <italic toggle="yes">An. hyrcanus</italic> are vector of malaria, a significant mosquito-borne disease. These species are known to transmit 
                <italic toggle="yes">Plasmodium</italic> parasites, which cause malaria in humans and other animals. Malaria is a major public health concern worldwide, with an estimated 229 million cases and 409,000 deaths in 2019 (
                <xref ref-type="bibr" rid="ref19">Fikadu and Ashenafi, 2023</xref>). These two main vectors were reported in some northern regions of Iran including Ramsar, Sari, Babolsar, and Chalous (Mazandran Province), and also Astaneh on the border of Guilan and Mazandran Provinces (
                <xref ref-type="bibr" rid="ref16">Djadid et al., 2007</xref>, 
                <xref ref-type="bibr" rid="ref3">Azari-Hamidian et al., 2006</xref>).</p>
            <p>In Qom Province, an investigation was carried out on a collection of larvae mosquitoes, revealing 14 species (4 Anophelinae and 10 Culicinae). 
                <italic toggle="yes">Cx. hortensis</italic>, 
                <italic toggle="yes">Cx. theileri</italic> were reported as dominant species in their study. Also, 
                <italic toggle="yes">Cx. pipiens, Cx. territans,
</italic> and 
                <italic toggle="yes">Cx. theileri</italic> were the catch species similar to our study (
                <xref ref-type="bibr" rid="ref39">Saghafipour et al., 2012</xref>).</p>
            <p>Similarly, in Kurdistan Province, a comprehensive study was conducted to identify the mosquito species, which resulted in the collection of four genera and 11 species. 
                <italic toggle="yes">An. superpictus</italic> was the most abundant and widely distributed species. Furthermore, 
                <italic toggle="yes">An. maculipennis</italic>, 
                <italic toggle="yes">Cx. pipiens</italic>, and 
                <italic toggle="yes">Cx. theileri</italic> were similar reported species to the results of the present study (
                <xref ref-type="bibr" rid="ref10">Banafshi et al., 2013</xref>).</p>
            <p>Seven genera and 15 species of mosquitoes were identified in East Azarbaijan Province. 
                <italic toggle="yes">An. hyrcanus, An. maculipennis s.l., Cx. pipiens, Cx. theileri,
</italic> and 
                <italic toggle="yes">Cx. tritaeniorhynchus</italic> were common species with our study. In East Azarbaijan Province, 
                <italic toggle="yes">An. sacharovi</italic> was dominant species during all collected specimens and 
                <italic toggle="yes">Cx. theileri</italic> was also the most dominant species between culicinae species (
                <xref ref-type="bibr" rid="ref1">Abai et al., 2007</xref>).</p>
            <p>In Khuzestan Province, several species of culicid mosquitoes are recorded, including 
                <italic toggle="yes">An. stephensi, An. pulcherrimus, Aedes caspius, Cx. tritaeniorhynchus, Cx. quinquefasciatus,
</italic> and 
                <italic toggle="yes">Cx. theileri.</italic> Similar to the results obtained in our research, 
                <italic toggle="yes">Cx. tritaeniorhynchus</italic> was the dominant species identified in Khuzestan, and also two species similar to our study were reported in this study (
                <xref ref-type="bibr" rid="ref17">Faraji-Fard et al., 2021</xref>).</p>
            <p>Recently 16 culicine species were reported in Hormozgan Province. In that study among adults, 
                <italic toggle="yes">Cx. laticinctus</italic> was the most prevalent species (
                <xref ref-type="bibr" rid="ref22">Jaberhashemi et al., 2022</xref>).</p>
            <p>Nine species of mosquitoes were identified in Neka, Mazandaran Province. 
                <italic toggle="yes">Cx. pipiens</italic> with the frequency of 63.99% was the eudominant species among all collected mosquitoes. Although Mazandaran Province neighbors Golestan, the dominant species in that region differs from our study (
                <xref ref-type="bibr" rid="ref35">Nikookar et al., 2015</xref>).</p>
            <p>In two Provinces (Kurdistan and Kermanshah) in the west of Iran, five genera and eleven species of mosquitoes were identified. 
                <italic toggle="yes">Culiseta longiareolata</italic> and 
                <italic toggle="yes">Cs. subochrea</italic> were reported as predominant species in larval collection, and 
                <italic toggle="yes">Cx. theileri</italic> was reported as dominant in Adult stage (
                <xref ref-type="bibr" rid="ref33">Moosa-Kazemi et al., 2015</xref>).</p>
            <p>Five genera and 12 species of mosquitoes were identified in a study conducted in West Azerbaijan Province. Consistent with our own findings, 
                <italic toggle="yes">An. maculipennis, Culex pipiens,
</italic> and 
                <italic toggle="yes">Cx. theileri</italic> were among the specimens collected in that region (
                <xref ref-type="bibr" rid="ref26">Khoshdel-Nezamiha et al., 2014</xref>).</p>
            <p>In Firouzabad County, located in Fars Province, a total of 6 species of Culicidae were documented. Among these species, the only common species with our results was 
                <italic toggle="yes">Cx. theileri.</italic> This species also was dominant among collected specimens at Firouzabad (
                <xref ref-type="bibr" rid="ref48">Soltani et al., 2017</xref>).</p>
            <p>Three genera and eight species of mosquitoes were collected in Hamedan County, Hamedan Province. Like the results obtained in our research, 
                <italic toggle="yes">Cx. theileri</italic>, 
                <italic toggle="yes">Cx. pipiens</italic>, and 
                <italic toggle="yes">An. maculipennis</italic> was reported. In Hamadan, 
                <italic toggle="yes">Cx. theileri</italic> was the most prevalent species among all mosquitoes.</p>
            <p>Three genera and eight species of mosquitoes were collected in Hamedan County, Hamedan Province. Consistent with our research findings, 
                <italic toggle="yes">Cx. theileri, Cx. pipiens</italic>, and 
                <italic toggle="yes">An. maculipennis</italic> were among the reported species. Notably, in Hamadan, 
                <italic toggle="yes">Cx. theileri</italic> emerged as dominant species among all mosquitoes (
                <xref ref-type="bibr" rid="ref52">Zahirnia and Zendehfili, 2014</xref>).</p>
            <p>A comprehensive faunal study of the mosquitoes was done in Mazandaran Province, Northern Iran. Totally, 4 genera and 20 species of mosquitoes were identified and 
                <italic toggle="yes">Cx. pipiens</italic> was introduced as the eudominant species followed by 
                <italic toggle="yes">Cx. tritaeniorhynchus</italic> and 
                <italic toggle="yes">An. maculipennis</italic> (
                <xref ref-type="bibr" rid="ref34">Nikookar et al., 2018</xref>). While the dominant species of mosquitoes in Mazandaran differed from our research findings, 
                <italic toggle="yes">Cx. tritaeniorhynchus</italic> emerged as the second dominant species, consistent with its prevalence in our study.</p>
            <p>The biodiversity analysis conducted in this study revealed an evenness index (J&#x2019;) of 33.4%, which indicates a clear disparity in the abundance of different species within the community. This low evenness suggests that the various species present do not share the available resources equally, highlighting an imbalance in their populations. Furthermore, a higher Simpson Dominance Index implies that one species is significantly more prevalent than the others in the sampled areas. Based on our findings, with a Simpson Dominance Index of 0.73, we can confidently conclude that 
                <italic toggle="yes">Cx. tritaeniorhynchus</italic> has emerged as the predominant mosquito species in the areas we studied. This dominance points to a concerning trend of low overall species diversity among mosquitoes in the Hyrcanian forests. The consistent and stable weather and climate conditions prevalent in this region have created an environment that allows 
                <italic toggle="yes">Cx. tritaeniorhynchus</italic> to thrive exceptionally well, enabling it to occupy and dominate most of the available ecological niches.</p>
        </sec>
        <sec id="sec14" sec-type="conclusions">
            <title>Conclusions</title>
            <p>The distribution of mosquito species varies across different regions of Iran. Although the species identified in our study were not new in the country, the dominant species in the Golestan region differed significantly from other parts of the country. This variation can be attributed to various factors, including distinct sampling methods, the number of sampling locations, climatic variances, and other environmental influences. Moreover, the current study has recognized potential or confirmed vectors of pathogens affecting humans and domesticated animals in Golestan Province, underscoring the significance of exploring the bioecology of these vectors in unexplored regions in Hyrcanian forests.</p>
            <p>It is important to note that this data is from a single study in a specific location and time period. Therefore, it cannot be used to draw general conclusions about mosquito diversity in other regions or over time. We created distribution maps for each mosquito species in the surveyed areas and identified the dominant species in each community. Conducting faunal studies on mosquitoes across various regions of Iran offers valuable information on the biodiversity and distribution of mosquito species. This data serves as a fundamental resource for implementing effective management strategies against mosquito-borne diseases. The distribution of mosquito species varies across the country, and there is a need for further studies to understand the ecology of these species and their potential impact on public health.</p>
        </sec>
        <sec id="sec15">
            <title>Ethics approval and consent to participate</title>
            <p>All study procedures were conducted in compliance with the Declaration of Helsinki and were approved by the Iran National Committee for Ethics in Biomedical Research (Approval ID: IR.SUMS.REC.1402.536) on 17 February, 2024. Written consent was obtained from all participants before the study commenced.</p>
        </sec>
    </body>
    <back>
        <sec id="sec18" sec-type="data-availability">
            <title>Availability of data and materials</title>
            <sec id="sec19">
                <title>Underlying data</title>
                <p>Zenodo: 
                    <sans-serif>Spatial Distribution of Mosquitoes in Golestan Province, Northern Iran: A Faunistic Survey with Public Health Relevance</sans-serif>, 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.15613599">

                        <sans-serif>https://doi.org/10.5281/zenodo.15613599</sans-serif>
</ext-link> (
                    <xref ref-type="bibr" rid="ref47">Soltani, 2025</xref>).</p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <ext-link ext-link-type="uri" xlink:href="https://zenodo.org/records/15613599/files/Raw%20data.xlsx?download=1">

                                    <sans-serif>Raw data.xlsx</sans-serif>
</ext-link>
                            </p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <sans-serif>Figures</sans-serif>
                            </p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <ext-link ext-link-type="uri" xlink:href="https://zenodo.org/records/15613599/files/Sogol%20data_2024-03-13_%5BspadeR%5D.txt?download=1">

                                    <sans-serif>Sogol data_2024-03-13_[spadeR].txt</sans-serif>
</ext-link>
                            </p>
                        </list-item>
                    </list>
                </p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
            </sec>
        </sec>
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