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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:tp="http://www.plazi.org/taxpub" article-type="research-article" dtd-version="3.0" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">119</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:164696f9-9de4-57df-b939-8dd7e23d8d8f</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">Aquatic Invasions</journal-title>
        <abbrev-journal-title xml:lang="en">AquaInv</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">1798-6540</issn>
      <issn pub-type="epub">1818-5487</issn>
      <publisher>
        <publisher-name>Regional Euro-Asian Biological Invasions Centre</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3391/ai.2023.18.2.105240</article-id>
      <article-id pub-id-type="publisher-id">105240</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
        <subj-group subj-group-type="biological_taxon">
          <subject>Pisces</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Biological Invasions</subject>
          <subject>Conservation Biology</subject>
          <subject>Data analysis &amp; Modelling</subject>
          <subject>Ecology &amp; Environmental sciences</subject>
          <subject>Populations &amp; Communities</subject>
        </subj-group>
        <subj-group subj-group-type="geographical_area">
          <subject>Central Europe</subject>
          <subject>Slovakia</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>﻿Which factors influence spatio–temporal changes in the distribution of invasive and native species of genus <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic>?</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Fedorčák</surname>
            <given-names>Jakub</given-names>
          </name>
          <email xlink:type="simple">jakub.fedorcak@unipo.sk</email>
          <uri content-type="orcid">https://orcid.org/0000-0002-3839-9438</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Križek</surname>
            <given-names>Peter</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-6099-5877</uri>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Koščo</surname>
            <given-names>Ján</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0001-7210-7366</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line content-type="verbatim">Department of Ecology, Faculty of Humanities and Natural Sciences, University of Prešov, Ul. 17 novembra č. 1, 08001, Prešov, Slovakia</addr-line>
        <institution>University of Prešov</institution>
        <addr-line content-type="city">Prešov</addr-line>
        <country>Slovakia</country>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line content-type="verbatim">Slovak Angling Association – The Board, A. Kmeťa 20, 010 55, Žilina, Slovakia</addr-line>
        <institution>Slovak Angling Association</institution>
        <addr-line content-type="city">Žilina</addr-line>
        <country>Slovakia</country>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding author: Jakub Fedorčák (<ext-link xlink:href="mailto:jakub.fedorcak@unipo.sk" ext-link-type="uri" xlink:type="simple">jakub.fedorcak@unipo.sk</ext-link>)</p>
        </fn>
        <fn fn-type="edited-by">
          <p>Academic editor: Neil Coughlan</p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2023</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>28</day>
        <month>06</month>
        <year>2023</year>
      </pub-date>
      <volume>18</volume>
      <issue>2</issue>
      <fpage>219</fpage>
      <lpage>230</lpage>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/14484C3C-1FAE-5164-BC59-778798048B0A">14484C3C-1FAE-5164-BC59-778798048B0A</uri>
      <history>
        <date date-type="received">
          <day>29</day>
          <month>07</month>
          <year>2022</year>
        </date>
        <date date-type="accepted">
          <day>20</day>
          <month>01</month>
          <year>2023</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Jakub Fedorčák, Peter Križek, Ján Koščo</copyright-statement>
        <license license-type="creative-commons-attribution" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <abstract>
        <label>﻿Abstract</label>
        <p>Within the genus <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> Jarocki, 1822 , the crucian carp (<italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> L., 1758) occurs naturally in the northern part of Middle Danube Basin (Austria, Morava, Slovakia). This species has the least concern status in this region, but observations in the last decades suggest that it is very close to extinction here. The distribution of crucian carp is limited to a small number of vanishing lentic habitats (oxbow lakes, marshlands). These biotopes are in the last stage of succession due to the drying up of the landscape and a reduction in the creation of new natural alluvial habitats. The non-native cyprinid, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="gibelio">gibelio</tp:taxon-name-part></tp:taxon-name></italic> (Bloch, 1782), known as gibel carp and Prussian carp, has gradually become eudominant in a wide spectrum of habitats/biotopes since the 1960s Several biological adaptations of non-native species are generally considered the strong basis for the mass spreading in the invaded area. The other side of the expansion of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="gibelio">gibelio</tp:taxon-name-part></tp:taxon-name></italic> is affected by anthropic activities associated with fish farming, translocation and stocking the fish in open water ecosystems. In this study, we analysed historical scientific data on the distribution of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. published from the 19<sup>th</sup> century to the present from the mentioned areas. The results suggest that the number of records of invasive <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="gibelio">gibelio</tp:taxon-name-part></tp:taxon-name></italic> has gradually increase in rivers, regulated channels and creeks, which could be considered as natural pathways of spreading. However, the presence of invasive <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="gibelio">gibelio</tp:taxon-name-part></tp:taxon-name></italic> in artificial biotopes (fishponds, reservoirs) is continuous from the 1960s. In the area mentioned, the artificial biotopes are managed by national fisheries associations and relate to the historical way of farming in Central and Eastern European countries. To show the current state of the fishing grounds of the Slovak Angling Association, we a created the distribution map based on the <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. catches recorded in last two decades.</p>
      </abstract>
      <kwd-group>
        <label>Key words:</label>
        <kwd>Danube basin</kwd>
        <kwd>crucian carp</kwd>
        <kwd>angling</kwd>
        <kwd>fish farms</kwd>
        <kwd>habitat lost</kwd>
        <kwd>climate</kwd>
      </kwd-group>
      <funding-group>
        <award-group>
          <funding-source>
            <named-content content-type="funder_name">Vedecká Grantová Agentúra MŠVVaŠ SR a SAV</named-content>
            <named-content content-type="funder_identifier">501100006109</named-content>
            <named-content content-type="funder_doi">http://doi.org/10.13039/501100006109</named-content>
          </funding-source>
        </award-group>
        <award-group>
          <funding-source>
            <named-content content-type="funder_name">Agentúra na Podporu Výskumu a Vývoja</named-content>
            <named-content content-type="funder_identifier">501100005357</named-content>
            <named-content content-type="funder_doi">http://doi.org/10.13039/501100005357</named-content>
          </funding-source>
        </award-group>
      </funding-group>
    </article-meta>
    <notes>
      <sec sec-type="Citation" id="SECID0EUG">
        <title>Citation:</title>
        <p>Fedorčák J, Križek P, Koščo J (2023) Which factors influence spatio–temporal changes in the distribution of invasive and native species of genus <italic>Carassius</italic>?. Aquatic Invasions 18(2): 219–230. <ext-link xlink:href="10.3391/ai.2023.18.2.105240" ext-link-type="doi" xlink:type="simple">https://doi.org/10.3391/ai.2023.18.2.105240</ext-link></p>
      </sec>
    </notes>
  </front>
  <body>
    <sec sec-type="﻿Introduction" id="SECID0EGH">
      <title>﻿Introduction</title>
      <p>Fish species of the genus <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> Jarocki, 1822, have acquired a wide range of statuses across the world, including ornamental (<xref ref-type="bibr" rid="B9">Chen et al. 2020</xref>), non-native (<xref ref-type="bibr" rid="B36">Morgan and Beatty 2007</xref>; <xref ref-type="bibr" rid="B20">Hamilton 2021</xref>), and species with high invasive potential (<xref ref-type="bibr" rid="B52">van der Veer and Nentwig 2015</xref>). The crucian carp (<italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> L, 1758) was a common species in the Middle Danube area until the 1950s (Holčík 1966; <xref ref-type="bibr" rid="B45">Sedlár and Amena 1989</xref>). The species occurred mainly in numerous village ponds and alluvial habitats (<xref ref-type="bibr" rid="B6">Baruš and Oliva 1995</xref>). Since the nineteenth century, the number of suitable habitats has significantly decreased (<xref ref-type="bibr" rid="B23">Holčík 1996</xref>), due to the gradual liquidation of village ponds, the construction of flood defences and the subsequent loss of alluvial habitats caused by large-scale river channel regulation measures linked to planned agriculture (<xref ref-type="bibr" rid="B25">Jurík et al. 2018</xref>). Currently, the crucian carp occurs only sporadic in secondary habitats (e.g., regulated channels, small water reservoirs) and in the isolated river branches, usually with a very low density (authors´ obs.). Currently, the conservation status of this species within the Europe is that of least concern (<xref ref-type="bibr" rid="B14">Freyhof 2010</xref>). However, in several European countries, this species has started to be critically endangered. Nonetheless, the survival of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> populations now depends on human management (<xref ref-type="bibr" rid="B10">Copp et al. 2008</xref>; <xref ref-type="bibr" rid="B44">Sayer et al. 2020</xref>), or facilitation of a natural flood regime (<xref ref-type="bibr" rid="B19">Guti 2020</xref>). A noticeable change occurred after the 1950s, which is probably linked to the importation of Asian cyprinids through the former Soviet Union (<xref ref-type="bibr" rid="B47">Slynko et al. 2011</xref>). Based on published data, non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species entered the Slovak region of the Danube River in 1962 (<xref ref-type="bibr" rid="B2">Balon 1962</xref>). However, the mass spreading of this non-native species in throughout the Middle Danube appears to have begun in the 1950s, primarily underpinned by fish farms operating in Bulgaria and Hungary at the time (<xref ref-type="bibr" rid="B24">Holčík and Žitňan 1978</xref>; <xref ref-type="bibr" rid="B22">Holčík 1980</xref>). It is also possible that in the Middle Danube, as well as in the other parts of Europe, the spread of common carp <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Cyprinus">Cyprinus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carpio">carpio</tp:taxon-name-part></tp:taxon-name></italic> L., 1758, was supported by Benedictine monks. It is possible that <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species were at times also accidentally transported as contaminants of purposeful transfers of other species (<xref ref-type="bibr" rid="B42">Rylková et al. 2013</xref>). However, the mass occurrence of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. is not known from the literature to have occurred before the early 21<sup>st</sup> century. However, records from Europe are convoluted as in some European regions <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="gibelio">gibelio</tp:taxon-name-part></tp:taxon-name></italic> (<italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="auratus">auratus</tp:taxon-name-part></tp:taxon-name></italic> complex) was considered native, based on the description of this species by Bloch (1872). However, Bloch’s museum material has been found to consist of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> and hybrid specimen (<xref ref-type="bibr" rid="B37">Paepke 1999</xref>), and the taxonomic status was redetermined by <xref ref-type="bibr" rid="B26">Kalous et al. (2012)</xref> based on the <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="gibelio">gibelio</tp:taxon-name-part></tp:taxon-name></italic> specimen from the Silesian region of Czechia.</p>
      <p>In the present study, to identify proportional temporal changes in species distributions for native and non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species in relation to habitat (biotope), we analysed historical spatio-temporal distribution data from parts of the Middle Danube basin (i.e., presence/absence data for Slovakia and the surrounding river catchments). Further, we considered fisheries <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> catch data recorded by the Slovak Angling Association (Slovak AA) during the last two decades. In doing so, we aimed to comparatively assess historical and recent presence/absence data pertaining to native and non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp.</p>
    </sec>
    <sec sec-type="materials|methods" id="SECID0E2FAC">
      <title>﻿Materials and methods</title>
      <p>For the period 1875–2021, a total of 836 sources for presence/absence records for the distribution of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species in Slovakia and surrounding watersheds (Middle Danube basin) were assessed (Suppl. material <xref ref-type="supplementary-material" rid="S1">1</xref>). The analysed data contained information concerning faunistic observations, grey literature, and our own unpublished observations from the last 35 years. Literature data included the authors’ information about the biotope/habitat recorded or were obtained based on coordinates from historical maps and authors´ database. We excluded from the analyses the less numerous biotope observations, such as those recorded in the mountain and peak lakes (Suppl. material <xref ref-type="supplementary-material" rid="S1">1</xref>, obs. number 26, 47, 49, 89, 190, 242, 262, 308, 367, 384, 412, 797). In our analysis, we considered <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> as native, and based on the latest designation (<xref ref-type="bibr" rid="B39">Papoušek 2008</xref>; <xref ref-type="bibr" rid="B42">Rylková et al. 2013</xref>; <xref ref-type="bibr" rid="B38">Pakosta et al. 2016</xref>; <xref ref-type="bibr" rid="B28">Knytl et al. 2022</xref>). We designated all species/lineages within the <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="auratus">auratus</tp:taxon-name-part></tp:taxon-name></italic> complex (<italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="auratus">auratus</tp:taxon-name-part></tp:taxon-name></italic>, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="gibelio">gibelio</tp:taxon-name-part></tp:taxon-name></italic>, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="langsdorfii">langsdorfii</tp:taxon-name-part></tp:taxon-name></italic>, lineage “M”) that have been recorded in the Danube basins as non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic>. Three distributional maps were created based on presence data recorded in A: 1875–1961 (observation of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> before first record of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp.); B: 1962–1990 (a period of large-scale river regulation work in Slovakia and intensive imports of Asian cyprinids); C: 1991–2021 (a period of global temperature increase; <ext-link xlink:type="simple" ext-link-type="uri" xlink:href="http://www.eea.europa.eu/ims/global-and-european-temperatures">www.eea.europa.eu/ims/global-and-european-temperatures</ext-link>). We created a distribution map of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. based on 12,060 <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> catch records from 1,064 Slovak AA fishing grounds (river sections in the administration of the Slovak AA) recorded between 2003 and 2021. Data from the fishing association includes the spatial distribution of fish of the genus <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> (without species identification). Distributional maps were created with the use of QGIS.</p>
      <sec sec-type="﻿Statistical analysis" id="SECID0EKKAC">
        <title>﻿Statistical analysis</title>
        <p>For analysis of the data we used the non-linear Generalized Additive Models (<abbrev xlink:title="Generalized Additive Models" id="ABBRID0EQKAC">GAMs</abbrev>) with a binomial family (R environment, packages – mgcv(), visreg()). Changes in the presence/absence of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. were modelled depending on the time factor in interaction with the habitat type (Table <xref ref-type="table" rid="T1">1</xref> – explanatory variables). The number of dimensions (<italic>k</italic>-model rank) in each GAM model was identified automatically based on the gam.check() function. The quality of the models was determined based on a decrease in the Akaike information criterion AIC(). The results and trend lines of the GAM plots (Figure <xref ref-type="fig" rid="F1">1</xref>, <xref ref-type="fig" rid="F2">2</xref>) were constructed based on statistical outputs (Table <xref ref-type="table" rid="T1">1</xref>, GAM-<italic>b</italic> in Results) in the R environment with the use of the visreg() package.</p>
        <fig id="F1" position="float" orientation="portrait">
          <object-id content-type="doi">10.3391/ai.2023.18.2.105240.figure1</object-id>
          <object-id content-type="arpha">3C6E3363-E22E-5268-A49E-21449EDA1A70</object-id>
          <label>Figure 1.</label>
          <caption>
            <p>The proportion of presence (1) and absence (0) data (y-axis, one meaning 100% of the information) from the literature that mentions native (<italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic>) and non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species between the years 1875 and 2021 (x-axis) in the river basins of Slovakia and border regions (Middle Danube basin).</p>
          </caption>
          <graphic xlink:href="aquaticinvasions-18-219_article-105240__-g001.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_870107.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/870107</uri>
          </graphic>
        </fig>
        <fig id="F2" position="float" orientation="portrait">
          <object-id content-type="doi">10.3391/ai.2023.18.2.105240.figure2</object-id>
          <object-id content-type="arpha">1A6246BC-4F7E-54E4-968F-ABC24A990524</object-id>
          <label>Figure 2.</label>
          <caption>
            <p>Non-linear GAM-<italic>b</italic> presence/absence (y-axis) plot for the historical information (x-axis; 1955–2021) of the <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species: <bold>A)</bold> native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic>; <bold>B)</bold> non-native using the two-way interaction between historical data and type of habitat (biotope) recorded (type of habitat in multi-plots). The red curves describes statistically significant changes in the proportion of information from the specific habitats.</p>
          </caption>
          <graphic xlink:href="aquaticinvasions-18-219_article-105240__-g002.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_870108.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/870108</uri>
          </graphic>
        </fig>
        <table-wrap id="T1" position="float" orientation="portrait">
          <label>Table 1.</label>
          <caption>
            <p>Approximate significance of smooth terms of generalized additive models (<abbrev xlink:title="Generalized Additive Models" id="ABBRID0E3NAC">GAMs</abbrev>, binomial family) and a comparison of the statistical models (related to Figure <xref ref-type="fig" rid="F2">2A and B</xref>) (Deviance explained = 42.7%).</p>
          </caption>
          <table id="TID0E1HBG" rules="all">
            <tbody>
              <tr>
                <th rowspan="1" colspan="1">Model Fit</th>
                <th rowspan="1" colspan="1">GLMM family</th>
                <th rowspan="1" colspan="1">Response</th>
                <th rowspan="1" colspan="1">Explanatory</th>
                <th rowspan="1" colspan="1">edf</th>
                <th rowspan="1" colspan="1">χ2</th>
                <th rowspan="1" colspan="1">
                  <italic>p</italic>
                </th>
                <th rowspan="1" colspan="1">AIC</th>
                <th rowspan="1" colspan="1">df</th>
              </tr>
              <tr>
                <td rowspan="9" colspan="1">3</td>
                <td rowspan="13" colspan="1">binomial (logit)</td>
                <td rowspan="13" colspan="1">presence/absence of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp.</td>
                <td rowspan="1" colspan="4">s(year) - spline parameter year, k = 16 - Model rank, by = biotope</td>
                <td rowspan="9" colspan="1">649.1</td>
                <td rowspan="9" colspan="1">41.5</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="4">+ biotope</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">s(year):biotope channels</td>
                <td rowspan="1" colspan="1">8.6</td>
                <td rowspan="1" colspan="1">40.5</td>
                <td rowspan="1" colspan="1">
                  <italic>&lt; 0.001</italic>
                </td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">s(year):biotope creeks</td>
                <td rowspan="1" colspan="1">1</td>
                <td rowspan="1" colspan="1">13</td>
                <td rowspan="1" colspan="1">
                  <italic>&lt; 0.001</italic>
                </td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">s(year):biotope reservoir</td>
                <td rowspan="1" colspan="1">2.8</td>
                <td rowspan="1" colspan="1">0.01</td>
                <td rowspan="1" colspan="1">
                  <italic>&gt; 0.99</italic>
                </td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">s(year):biotope oxbows</td>
                <td rowspan="1" colspan="1">8.3</td>
                <td rowspan="1" colspan="1">11.8</td>
                <td rowspan="1" colspan="1">
                  <italic>&gt; 0.32</italic>
                </td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">s(year):biotope rivers</td>
                <td rowspan="1" colspan="1">9.9</td>
                <td rowspan="1" colspan="1">23.6</td>
                <td rowspan="1" colspan="1">
                  <italic>&lt; 0.05</italic>
                </td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">s(year):biotope ponds</td>
                <td rowspan="1" colspan="1">2.8</td>
                <td rowspan="1" colspan="1">0.06</td>
                <td rowspan="1" colspan="1">
                  <italic>&gt; 0.99</italic>
                </td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">s(year):biotope pits</td>
                <td rowspan="1" colspan="1">1</td>
                <td rowspan="1" colspan="1">8.2</td>
                <td rowspan="1" colspan="1">
                  <italic>&lt; 0.005</italic>
                </td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">2</td>
                <td rowspan="1" colspan="4">s(year) - spline parameter year, k = 16 - Model rank</td>
                <td rowspan="2" colspan="1">652.3</td>
                <td rowspan="2" colspan="1">19.1</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="4">+ biotope</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">1</td>
                <td rowspan="1" colspan="4">s(year) - spline parameter year</td>
                <td rowspan="2" colspan="1">666.2</td>
                <td rowspan="2" colspan="1">14</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="4">+ biotope</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
    </sec>
    <sec sec-type="﻿Results" id="SECID0EZEAE">
      <title>﻿Results</title>
      <p>Analysis of 836 scientific observation-based data recorded between 1875 and 2021 revealed changes in the proportion of native and the non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species recorded in literature sources (Figure <xref ref-type="fig" rid="F1">1</xref>). The analysed data show a significant non-linear trend (GAM-<italic>b</italic>, χ2 4.91 = 93.8, p &lt; 0.001). A significant decrease in the literature information (Table <xref ref-type="table" rid="T1">1</xref> – model fit 3; Table <xref ref-type="table" rid="T2">2</xref>) for native (<italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic>) and an increase for non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. is visible in the interaction with biotope recorded since the 1950s (Figure <xref ref-type="fig" rid="F2">2A, B</xref>). The amount of information shows a different trend for each biotope, with a significant trend in the rivers, gravel/mining pits, regulated channels and creeks. River oxbows and river side-arms represent the last refuge as well as the biotope of co-occurrence of native and non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species. Non-significant information trends for fishponds and reservoirs show the permanent presence of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. and the absence of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> in biotopes with high human influence. Spatio-temporal visualisation of the scientific observations of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. recorded 1875–2021 is shown in the three-distributional maps (Figures <xref ref-type="fig" rid="F3">3A, B, C</xref>). The extensive predominance of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species since the 1990s is visible (Figure <xref ref-type="fig" rid="F3">3C</xref>). This situation has occurred just 30 years after first official record of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species in 1962. A spatial trend map based on the catch data form Slovak AA is shown in Figure <xref ref-type="fig" rid="F3">3D</xref>. Overall, 1,893 fishing grounds managed by the Slovak AA represents 92% of the total available fishing grounds in Slovakia (data for 2022). The last mentioned figure shows 12,060 catches of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. recorded by the anglers of the Slovak AA between 2003 and 2021. These specimens were caught in the 1,064 fishing grounds of the Slovak AA, which represents 56.2% of all fishing grounds managed by the Slovak AA. Based on the analysed data, we can confirm the presence of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. in the Danube basin as well as in a small part of the River Vistula basin in the north of Slovakia (i.e., Dunajec and Poprad River basin).</p>
      <fig id="F3" position="float" orientation="portrait">
        <object-id content-type="doi">10.3391/ai.2023.18.2.105240.figure3</object-id>
        <object-id content-type="arpha">AB9507F7-CFA6-51EC-9C6A-20C64A5B0256</object-id>
        <label>Figure 3.</label>
        <caption>
          <p>Spatio–temporal patterns of the distribution of the native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> (green squares) and non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. (red points) in the river basins of Slovakia (constructed based on scientific literature data – Suppl. material <xref ref-type="supplementary-material" rid="S1">1</xref>) <bold>A)</bold> 1875–1961; <bold>B)</bold> 1962–1990; <bold>C)</bold> 1991–2021; <bold>D)</bold> distributional map of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species according to Slovak Angling Association data recorded 2003–2021: blue colour – main catchments of Slovakia (fishing grounds of the Slovak AA), red colour – showing 56.2% of fishing grounds with the catch (presence) of the <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> specimens (constructed based on 12,060 fisheries catches); shades of green color indicate elevation (dark green – mountains, light green – lowlands).</p>
        </caption>
        <graphic xlink:href="aquaticinvasions-18-219_article-105240__-g003.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_870109.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/870109</uri>
        </graphic>
      </fig>
      <table-wrap id="T2" position="float" orientation="portrait">
        <label>Table 2.</label>
        <caption>
          <p>Parametric coefficients of the Generalized Additive Model related to GAM-<italic>b</italic>, Table <xref ref-type="table" rid="T1">1</xref> – Model Fit 3. Presence/absence of scientific literature information (1955 – present) contain data on the native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> and non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species according to year of study in the interaction with the biotope.</p>
        </caption>
        <table id="TID0EWSBG" rules="all">
          <tbody>
            <tr>
              <th rowspan="1" colspan="1">Explanatory (Intercept)</th>
              <th rowspan="1" colspan="1">Estimate (<italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic>/non-native)</th>
              <th rowspan="1" colspan="1">Std. Error</th>
              <th rowspan="1" colspan="1">z-value (<italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic>/non-native)</th>
              <th rowspan="1" colspan="1">Pr (&gt; IzI)</th>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">intercept</td>
              <td rowspan="1" colspan="1">0.06/-0.06</td>
              <td rowspan="1" colspan="1">1.91</td>
              <td rowspan="1" colspan="1">0.031/-0.031</td>
              <td rowspan="1" colspan="1">0.975</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">s(year):biotope creeks</td>
              <td rowspan="1" colspan="1">-1.26/1.26</td>
              <td rowspan="1" colspan="1">1.94</td>
              <td rowspan="1" colspan="1">-0.651/0.651</td>
              <td rowspan="1" colspan="1">0.515</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">s(year):biotope reservoirs</td>
              <td rowspan="1" colspan="1">-121.34/121.34</td>
              <td rowspan="1" colspan="1">1683.06</td>
              <td rowspan="1" colspan="1">-0.072/0.072</td>
              <td rowspan="1" colspan="1">0.943</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">s(year):biotope oxbows</td>
              <td rowspan="1" colspan="1">0.51/-0.51</td>
              <td rowspan="1" colspan="1">2.25</td>
              <td rowspan="1" colspan="1">0.225/-0.255</td>
              <td rowspan="1" colspan="1">0.822</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">s(year):biotope rivers</td>
              <td rowspan="1" colspan="1">-3.65/3.65</td>
              <td rowspan="1" colspan="1">3.1</td>
              <td rowspan="1" colspan="1">-1.212/1.121</td>
              <td rowspan="1" colspan="1">0.225</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">s(year):biotope ponds</td>
              <td rowspan="1" colspan="1">-136.09/136.09</td>
              <td rowspan="1" colspan="1">687.43</td>
              <td rowspan="1" colspan="1">-0.198/0.198</td>
              <td rowspan="1" colspan="1">0.843</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">s(year):biotope pits</td>
              <td rowspan="1" colspan="1">-2.9/2.9</td>
              <td rowspan="1" colspan="1">2</td>
              <td rowspan="1" colspan="1">-1.045/1.045</td>
              <td rowspan="1" colspan="1">0.296</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec sec-type="﻿Discussion" id="SECID0EIQAE">
      <title>﻿Discussion</title>
      <p>The distribution area of limnophilic fish species (e.g., <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic>, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Misgurnus">Misgurnus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="fossilis">fossilis</tp:taxon-name-part></tp:taxon-name></italic> (Linnaeus, 1758), <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Umbra">Umbra</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="krameri">krameri</tp:taxon-name-part></tp:taxon-name></italic> (Walbaum, 1792), etc.) in the Slovak Danube basins is one of the northernmost occurrences within the Middle Danube catchment area (<xref ref-type="bibr" rid="B15">Freyhof and Kottelat 2008</xref>). The presence of this species is connected to river side-arm formations associated with the dynamics of natural lowland rivers (<xref ref-type="bibr" rid="B31">Lenhardt et al. 2020</xref>). During the last 40 years, a gradual decrease of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> has been recorded in the Danube River basin (<xref ref-type="bibr" rid="B23">Holčík 1996</xref>; <xref ref-type="bibr" rid="B51">Telcean and Cupşa 2009</xref>; <xref ref-type="bibr" rid="B13">Ferincz et al. 2012</xref>; <xref ref-type="bibr" rid="B3">Bănăduc et al. 2016</xref>, <xref ref-type="bibr" rid="B4">2020</xref>) as well as in the other basins across Europe (<xref ref-type="bibr" rid="B43">Sayer et al. 2010</xref>; <xref ref-type="bibr" rid="B34">Mezhzherin et al. 2019</xref>). The most probable causes are competition of the native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> with other – mainly Asian – cyprinids (<italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic>, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Cyprinus">Cyprinus</tp:taxon-name-part></tp:taxon-name></italic>, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Ctenopharyngodon">Ctenopharyngodon</tp:taxon-name-part></tp:taxon-name></italic>, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Hypophtalmichtys">Hypophtalmichtys</tp:taxon-name-part></tp:taxon-name></italic>). The competitive disadvantages of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> include limitations in food resources (<xref ref-type="bibr" rid="B8">Busst and Britton 2015</xref>), altered hydrology (swirling of sediments, eutrophication) and the behaviour of stocked non-native cyprinids (<xref ref-type="bibr" rid="B41">Richardson et al. 1995</xref>). However, factors influencing the process of extinction of the crucian carp are diverse. The most serious factor in the decline of crucian carp in the Middle Danube region has been historical regulation of the river since nineteenth century (Hanušin 1949), and the increase of this regulation associated drainage of the land as part of the agricultural plan of the Communist era, beginning in the 1950s (Jurík et al. 2018). A higher number of literature records of the crucian carp from the 1950s are linked to their presence in regulated channels (Figure <xref ref-type="fig" rid="F2">2A</xref>). These secondary biotopes represented a refuge for this species after major dewatering of marshlands. The succession and extinction of the last natural habitats have likely influenced the presence of the crucian carp (Figure <xref ref-type="fig" rid="F2">2A</xref> – river oxbows, side arms). Currently, this trend is being accelerated by climate change (<xref ref-type="bibr" rid="B17">Gómez-Baggethun et al. 2019</xref>), which has caused the complete drying of the few remaining lowland habitats in recent years. Historically, the proportion of available information concerning the presence of native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> varied across the nineteenth century (Figure <xref ref-type="fig" rid="F1">1</xref>), with records largely being associated with river regulation. Consequently, the predominance of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. is continuous from the 1960s, with a short decreasing trend in the 1990s. Here we can assume two waves (peaks) of dispersal that may coincide with the spread of asexual (gynogenetic) females in the 1960s and a second wave of expansions (1990s) connected to the formation of the mixed sexual-asexual <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> populations and the presence of sexual males (<xref ref-type="bibr" rid="B32">Lusková et al. 2004</xref>, <xref ref-type="bibr" rid="B33">2010</xref>; <xref ref-type="bibr" rid="B5">Barbuti et al. 2012</xref>). In general, localities with the co-occurrence of native and non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. are not numerous (<xref ref-type="bibr" rid="B1">Artaev and Ruchin 2016</xref>). Here we hypothesize that the co-occurrence is beneficial for the spreading of clonal non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> females. Polyploid females are reproducing by gyno/hybrid-genesis and during the expansion, they can incorporate part of the genome of other <tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name> spp, or use the sperm of native males of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> for the production of their clonal offspring (<xref ref-type="bibr" rid="B18">Gui and Zhou 2010</xref>; <xref ref-type="bibr" rid="B49">Tapkir et al. 2022</xref>). In contrast, F1 crossbreed offspring of native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> are probably sterile or they do not reach sexual maturity and their occurrence is rare (<xref ref-type="bibr" rid="B40">Papoušek et al. 2008</xref>).</p>
      <p>Trends in the literature for creeks and gravel (mining) pits are continuous and increasing, which indicates the spatial and temporal spread from main sources (rivers, ponds, reservoirs). In the case of reservoirs and ponds, temporal changes as recorded within the literature are not significant (Table <xref ref-type="table" rid="T1">1</xref>, Figure <xref ref-type="fig" rid="F2">2B</xref>), indicating that invasive individuals have been continuously present in this habitat type since the 1950s´. Based on this information, we assume different pathways of introduction have occurred for non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp.. Firstly, we suspect these include natural dispersal across the river network from the lower Danube basins (<xref ref-type="bibr" rid="B2">Balon 1962</xref>; <xref ref-type="bibr" rid="B24">Holčík and Žitňan 1978</xref>), with gradual expansion by the non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. from the main river network into smaller streams, as well as into inundation pits (mining, gravel) as a result of flooding events. Secondly, as records for the presence of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. in reservoirs and fishponds is continuous, from the 1960s onwards (Figure <xref ref-type="fig" rid="F2">2B</xref>), we infer that their spread in these spread across these environments is underpinned by fish farms and managed fishery biotopes (Mišík and Holčík 1962; <xref ref-type="bibr" rid="B11">Dorko and Terek 1976</xref>). The third pathway is the spreading of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> baitfish by anglers, which was first recorded in the 1960s by <xref ref-type="bibr" rid="B35">Mišík and Holčík (1962)</xref> for the Orava Reservoir. Nowadays, according to the applicable law – the Act on Fisheries of the Slovak Republic (No. 216/2018) – the use of live baitfish is still possible, as is the translocation of baitfish between fishing grounds. Consequently, the non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> populations have continued to radiate from their source populations (e.g., fish farms, fishing grounds, pet shops) into the surrounding river basins (<xref ref-type="bibr" rid="B46">Sedlár et al. 1976</xref>; <xref ref-type="bibr" rid="B24">Holčík and Žitňan 1978</xref>). A temporal increase for records of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> also reflects the fisheries activities, which are connected to post-communist planning regimes in the Eastern Bloc countries (<xref ref-type="bibr" rid="B7">Britton and Gozlan 2013</xref>). Based on our analyses of fisheries data (Figure <xref ref-type="fig" rid="F3">3D</xref>), the spreading of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. is likely to be nationwide, with a higher intensity in lowland habitats (lowlands occur in the south part of Slovakia). Moreover, the slow running and stagnant waters, such as reservoirs, small ponds and mining pits in river inundation, are favoured by carp anglers. Fishing grounds with the presence of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species represent more than 56% of all fishing grounds managed by the Slovak AA (Figure <xref ref-type="fig" rid="F3">3D</xref>). Whereas, current scientific data (Figure <xref ref-type="fig" rid="F3">3C</xref>) indicates that most of the <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. in Slovak River basins are probably non-native specimens of the <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="auratus">auratus</tp:taxon-name-part></tp:taxon-name></italic> complex. Uncontrolled stocking of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. and their spread from production ponds and subsequent penetration to natural biotopes has also been confirmed in other parts of the Middle Danube basin, such as in Hungary (<xref ref-type="bibr" rid="B48">Takács et al. 2017</xref>), Serbia (<xref ref-type="bibr" rid="B30">Lenhardt et al. 2011</xref>) and in the Transcarpathian Ukraine (<xref ref-type="bibr" rid="B29">Koščo et al. 2004</xref>). Higher haplotype diversity of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. has been observed, especially within large waterbodies under human pressure, such as tourism, fishing, fish farming (<xref ref-type="bibr" rid="B27">Keszte et al. 2021</xref>). The high number of haplotypes is probably a result of introduction from several sources; with subsequent hybridization and occupancy of a wide spectre of ecological niches (Faud et al. 2021). Aside from the human influence, the spread of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. is accelerated by wide spectrum of the biological adaptations (<xref ref-type="bibr" rid="B50">Tcherfas 1971</xref>; <xref ref-type="bibr" rid="B33">Lusková et al. 2010</xref>; <xref ref-type="bibr" rid="B12">Fagernes et al. 2017</xref>) as well as gynogenetic reproduction of polyploid females (<xref ref-type="bibr" rid="B53">Xiao et al. 2011</xref>).</p>
      <p>Based on historical data analysis, we can consider the Slovak population of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> as critically endangered, with a negative outlook. In conclusion, based on historical data, we call for an urgent re-assessment of the IUCN status for <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">C.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="carassius">carassius</tp:taxon-name-part></tp:taxon-name></italic> throughout the Danube River basin. In the case of non-native <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> species, we suggest: i) the prevention of their spread from fish farms into open waters through improved biosecurity protocols; ii) a reduction in population density across biotopes connected to common carp farms (e.g., drainage channels), with management by angling associations for fishing grounds; and iii) acceleration of the adoption of appropriate legislative to prohibit unethical live bait fishing, with strict implementation for compliance.</p>
    </sec>
    <sec sec-type="﻿Funding declaration" id="SECID0E25AE">
      <title>﻿Funding declaration</title>
      <p>This work was supported by grants of the Scientific Grant Agency of the Slovak Republic under the grants VEGA 1-0364-20 and the Slovak Research and Development Agency under the project APVV SK-AT-20-0009.</p>
    </sec>
    <sec sec-type="﻿Author contribution" id="SECID0EA6AE">
      <title>﻿Author contribution</title>
      <p>JF conceived and designed the study, gathered literature data, conducted statistical analysis and wrote the paper. PK gathered data of the Slovak Angling Association and created the distributional maps. JK provided his own databases and literature and supervised the study concept.</p>
    </sec>
    <sec sec-type="﻿Ethics and permits" id="SECID0EF6AE">
      <title>﻿Ethics and permits</title>
      <p>Own data provided in this study were authorised through a permit from the Ministry of Environment of the Slovak republic, special yearly permits for electrofishing and in the accordance with all ethical principles.</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>﻿Acknowledgements</title>
      <p>We would also like to thank the National Scholarship Programme of the Slovak Republic (App. no. 39062) and all the colleagues who helped us or provided data. We are also especially grateful to the reviewers and the editor for their careful reading of our manuscript and their helpful comments.</p>
    </ack>
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    <sec sec-type="supplementary-material">
      <title>Supplementary materials</title>
      <supplementary-material id="S1" position="float" orientation="portrait" xlink:type="simple">
        <object-id content-type="doi">10.3391/ai.2023.18.2.105240.suppl1</object-id>
        <object-id content-type="arpha">AE598EB1-E3C1-5CD1-A560-8E62D6770FC4</object-id>
        <label>Supplementary material 1</label>
        <caption>
          <p>Distribution of native and invasive <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Carassius">Carassius</tp:taxon-name-part></tp:taxon-name></italic> spp. (Danube River basin)</p>
        </caption>
        <statement content-type="dataType">
          <label>Data type</label>
          <p>table (Excel spreadsheet)</p>
        </statement>
        <media xlink:href="aquaticinvasions-18-219_article-105240__-s001.xlsx" mimetype="application" mime-subtype="vnd.openxmlformats-officedocument.spreadsheetml.sheet" position="float" orientation="portrait" xlink:type="simple" id="oo_870110.xlsx">
          <uri content-type="original_file">https://binary.pensoft.net/file/870110</uri>
        </media>
        <permissions>
          <license xlink:type="simple">
            <license-p>This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.</license-p>
          </license>
        </permissions>
        <attrib specific-use="authors">Jakub Fedorčák</attrib>
      </supplementary-material>
    </sec>
  </back>
</article>
