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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2022.838988</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Strategy to Identify Areas of Use of Amazon River dolphins</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mosquera-Guerra</surname>
<given-names>Federico</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1469127"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Trujillo</surname>
<given-names>Fernando</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1172631"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>P&#xe9;rez-Torres</surname>
<given-names>Jairo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1694612"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mantilla-Meluk</surname>
<given-names>Hugo</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Franco-Le&#xf3;n</surname>
<given-names>Nicole</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Paschoalini</surname>
<given-names>Mariana</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1668787"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Valderrama</surname>
<given-names>Mar&#xed;a J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1677809"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Usma Oviedo</surname>
<given-names>Jos&#xe9; S.</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Campbell</surname>
<given-names>Elizabeth</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/906387"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alfaro-Shigueto</surname>
<given-names>Joanna</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/574344"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mena</surname>
<given-names>Jos&#xe9; L.</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mangel</surname>
<given-names>Jeffrey C.</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gilleman</surname>
<given-names>C&#xe9;dric</given-names>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zumba</surname>
<given-names>Mois&#xe9;s</given-names>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Brice&#xf1;o</surname>
<given-names>Yurasi</given-names>
</name>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/986206"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Valencia</surname>
<given-names>Kelly Y.</given-names>
</name>
<xref ref-type="aff" rid="aff16">
<sup>16</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Torres-Forero</surname>
<given-names>Paula A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>S&#xe1;nchez</surname>
<given-names>Leonardo</given-names>
</name>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1217548"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ferrer</surname>
<given-names>Arnaldo</given-names>
</name>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Barreto</surname>
<given-names>Sebastian</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1755303"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>van Damme</surname>
<given-names>Paul A.</given-names>
</name>
<xref ref-type="aff" rid="aff17">
<sup>17</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Armenteras-Pascual</surname>
<given-names>Dolors</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1754093"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laboratorio de Ecolog&#xed;a Funcional (LEF), Unidad de Ecolog&#xed;a y Sistem&#xe1;tica (UNESIS), Pontificia Universidad Javeriana</institution>, <addr-line>Bogot&#xe1;</addr-line>, <country>Colombia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Fundaci&#xf3;n Omacha</institution>, <addr-line>Bogot&#xe1;</addr-line>, <country>Colombia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Departamento de Biolog&#xed;a, Grupo de Ecolog&#xed;a del Paisaje y Modelaci&#xf3;n de Ecosistemas (ECOLMOD), Facultad de Ciencias, Universidad Nacional de Colombia</institution>, <addr-line>Bogot&#xe1;</addr-line>, <country>Colombia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Programa de Biolog&#xed;a, Centro de Estudios de Alta Monta&#xf1;a (CEAM), Facultad de Ciencias B&#xe1;sicas y Tecnolog&#xed;as, Universidad del Quind&#xed;o</institution>, <addr-line>Armenia</addr-line>, <country>Colombia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Programa de Biolog&#xed;a, Grupo de Investigaci&#xf3;n en Desarrollo y Estudio del Recurso H&#xed;drico y el Ambiente (CIDERA), Facultad de Ciencias B&#xe1;sicas y Tecnolog&#xed;as, Universidad del Quind&#xed;o</institution>, <addr-line>Armenia</addr-line>, <country>Colombia</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Laborat&#xf3;rio de Ecologia Comportamental e Bioacustica, Programa de P&#xf3;sGraduac&#xe3;o em Ecologia, Universidade Federal de Juiz de Fora</institution>, <addr-line>Juiz de Fora</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Instituto Aqualie, Juiz de Fora</institution>, <addr-line>Minas Gerais</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Grupo de Pesquisa em Mam&#xed;feros Aqu&#xe1;ticos Amaz&#xf4;nicos, Instituto de Desenvolvimento Sustent&#xe1;vel Mamirau&#xe1;</institution>, <addr-line>Tef&#xe9;</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>WWF-Colombia</institution>, <addr-line>Cali</addr-line>, <country>Colombia</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>ProDelphinus</institution>, <addr-line>Lima</addr-line>, <country>Peru</country>
</aff>
<aff id="aff11">
<sup>11</sup>
<institution>School of BioSciences, Penryn, University of Exeter</institution>, <addr-line>Exeter</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff12">
<sup>12</sup>
<institution>Carrera de Biolog&#xed;a Marina, Universidad Cient&#xed;fica del Sur</institution>, <addr-line>Lima</addr-line>, <country>Peru</country>
</aff>
<aff id="aff13">
<sup>13</sup>
<institution>Museo de Historia Natural &#x201c;Vera Alleman Haeghebaert&#x201d;, Universidad Ricardo Palma</institution>, <addr-line>Lima</addr-line>, <country>Peru</country>
</aff>
<aff id="aff14">
<sup>14</sup>
<institution>Asociaci&#xf3;n Solinia</institution>, <addr-line>Iquitos</addr-line>, <country>Peru</country>
</aff>
<aff id="aff15">
<sup>15</sup>
<institution>Laboratorio de Biolog&#xed;a de Organismos, Centro de Ecolog&#xed;a, Instituto Venezolano de Investigaciones Cient&#xed;ficas</institution>, <addr-line>San Antonio de los Altos</addr-line>, <country>Venezuela</country>
</aff>
<aff id="aff16">
<sup>16</sup>
<institution>Fundaci&#xf3;n Neotropical Cuencas</institution>, <addr-line>Arauca</addr-line>, <country>Colombia</country>
</aff>
<aff id="aff17">
<sup>17</sup>
<institution>Faunagua, Sacaba</institution>, <addr-line>Cochabamba</addr-line>, <country>Bolivia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Carolyn J. Lundquist, National Institute of Water and Atmospheric Research (NIWA), New Zealand</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Mario Barletta, Federal University of Pernambuco, Brazil; Emigdio Mar&#xed;n-Enr&#xed;quez, National Council of Science and Technology (CONACYT), Mexico</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Federico Mosquera-Guerra, <email xlink:href="mailto:federico.mosqueraguerra@gmail.com">federico.mosqueraguerra@gmail.com</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Conservation and Sustainability, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>838988</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Mosquera-Guerra, Trujillo, P&#xe9;rez-Torres, Mantilla-Meluk, Franco-Le&#xf3;n, Paschoalini, Valderrama, Usma Oviedo, Campbell, Alfaro-Shigueto, Mena, Mangel, Gilleman, Zumba, Brice&#xf1;o, Valencia, Torres-Forero, S&#xe1;nchez, Ferrer, Barreto, van Damme and Armenteras-Pascual</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Mosquera-Guerra, Trujillo, P&#xe9;rez-Torres, Mantilla-Meluk, Franco-Le&#xf3;n, Paschoalini, Valderrama, Usma Oviedo, Campbell, Alfaro-Shigueto, Mena, Mangel, Gilleman, Zumba, Brice&#xf1;o, Valencia, Torres-Forero, S&#xe1;nchez, Ferrer, Barreto, van Damme and Armenteras-Pascual</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Unsustainable fisheries practices carried out in large parts of the Amazon, Tocantins, and Orinoco basins have contributed to the decline in the populations of the Amazon River dolphins (<italic>Inia</italic> spp.), considered Endangered by the International Union for Conservation of Nature (IUCN). Amazon River dolphin byproducts are often obtained through unregulated fisheries and from stranded and incidentally caught individuals that are traded for the flesh and blubber used for <italic>Calophysus macropterus</italic> fisheries, traditional and other medicinal purposes, and more recently for human consumption. To identify localities of use of Amazon River dolphins, we conducted a systematic review of the related literature published since 1980, complemented with structured surveys of researchers that allowed the identification of 57 localities for uses of <italic>Inia</italic> (33 in the Amazon, two in the Tocantins, and 22 in the Orinoco basins), and two more on the Brazilian Atlantic coast, with recent reports of targeted consumption in the upper Orinoco River. Subsequently, the localities of use or bushmeat markets where Amazon River dolphin byproducts are trafficked were identified. This information was integrated with a kernel density analysis of the distribution of the <italic>Inia</italic> spp. populations establishing core areas. Our spatial analysis indicated that the use of <italic>Inia</italic> spp. is geographically widespread in the evaluated basins. It is urgent that decision-makers direct policies towards mitigating the socioeconomic and cultural circumstances associated with illegal practices affecting Amazon River dolphin populations in South America.</p>
</abstract>
<kwd-group>
<kwd>amazon basin</kwd>
<kwd>Inia spp</kwd>
<kwd>artisanal fisheries</kwd>
<kwd>conservation</kwd>
<kwd>fishery-dolphin interactions</kwd>
<kwd>intentional catches</kwd>
<kwd>orinoco basin</kwd>
<kwd>tocantins basin</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="89"/>
<page-count count="11"/>
<word-count count="4974"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The use of aquatic mammals for bait in fisheries for traditional and medicinal purposes or as human consumption is geographically widespread and affects at least 42 species (<xref ref-type="bibr" rid="B59">Mintzer et&#xa0;al., 2018</xref>). The incidental capture of whales, dolphins, manatees, and pinnipeds with fishing gear, as well as targeted harvesting, is recognized as a major threat for these aquatic mammals and represents a significant cause of mortality that remains poorly quantified (<xref ref-type="bibr" rid="B26">Crespo and Hall, 2002</xref>; <xref ref-type="bibr" rid="B44">Heppell et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B20">Clapham and Van Waerebeek, 2007</xref>; <xref ref-type="bibr" rid="B24">Costello and Baker, 2011</xref>; <xref ref-type="bibr" rid="B34">Diniz, 2011</xref>; <xref ref-type="bibr" rid="B49">Lewison and Moore, 2012</xref>; <xref ref-type="bibr" rid="B47">Iriarte and Marmontel, 2013a</xref>; <xref ref-type="bibr" rid="B58">Mintzer et&#xa0;al., 2013</xref>). Products from wild aquatic megafauna are obtained through illegal or unregulated hunting, as well as from stranded (dead or alive) and/or incidentally caught animals and are defined with the term &#x201c;<italic>aquatic bushmeat</italic>&#x201d; (<xref ref-type="bibr" rid="B21">CMS, 2016</xref>).</p>
<p>The use of body parts of Amazon River dolphins has been reported for traditional and medicinal purposes and as bait in the Amazon, Tocantins, and Orinoco basins (<xref ref-type="bibr" rid="B14">Best and da Silva, 1993</xref>; <xref ref-type="bibr" rid="B25">Cravalho, 1999</xref>; <xref ref-type="bibr" rid="B2">Aliaga Rossel, 2003</xref>; <xref ref-type="bibr" rid="B5">Alves and Rosa, 2008</xref>; <xref ref-type="bibr" rid="B43">Gravena et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B32">da Silva et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B81">Siciliano et&#xa0;al., 2018</xref>). Individuals are often obtained as products from fishing activities (e.g., such as operational and ecological interactions) or targeted captures (<xref ref-type="bibr" rid="B58">Mintzer et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B59">Mintzer et&#xa0;al., 2018</xref>). Since the beginning of the 2000s, <italic>Inia</italic> spp. have been hunted illegally for their meat to use as bait for fishing the scavenger catfish <italic>Calophysus macropterus</italic> (known as <italic>blanquillo</italic> in Bolivia, <italic>piracatinga</italic> or <italic>douradinha</italic> in Brazil, <italic>mota</italic> or <italic>zamurito</italic> in Colombia and Ecuador, <italic>simi</italic> or <italic>mota punteada</italic> in Peru, and <italic>mapurite</italic> in Venezuela; <xref ref-type="bibr" rid="B39">Flores et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B84">Trujillo et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B6">Alves et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B23">Cosentino and Fisher, 2016</xref>; <xref ref-type="bibr" rid="B86">Trujillo et&#xa0;al., 2020</xref>). This catfish largely replaces either explicitly or implicitly the overfished <italic>Pimelodus grosskopfii</italic>, or <italic>capaz</italic> distributed in the Magdalena-Cauca basin in Colombia (<xref ref-type="bibr" rid="B40">G&#xf3;mez et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B79">Salinas et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B64">Mosquera-Guerra et&#xa0;al., 2015</xref>); and its trading has spread to domestic markets in Brazil (<xref ref-type="bibr" rid="B27">Cunha et&#xa0;al., 2015</xref>), and Venezuela (<xref ref-type="bibr" rid="B34">Diniz, 2011</xref>).</p>
<p>One of the main reasons for the current re-categorization of <italic>I. geoffrensis</italic> from Data Deficient to Endangered by the International Union for Conservation of Nature (IUCN) Red List of Threatened Species is the increase in mortality of individuals in the last three decades due to conflicts with fishermen in a significant portion of its distribution (<xref ref-type="bibr" rid="B33">da Silva V. et&#xa0;al., 2018</xref>) and in smaller proportion as traditional uses or consumption (<xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B86">Trujillo et&#xa0;al., 2020</xref>). In addition, the populations of this top predator of aquatic food webs (<xref ref-type="bibr" rid="B41">G&#xf3;mez-Salazar et&#xa0;al., 2011</xref>) and regulator of the structure and composition of fish populations (<xref ref-type="bibr" rid="B28">da Silva, 1983</xref>; <xref ref-type="bibr" rid="B13">Best and da Silva, 1989</xref>) are being threatened by the degradation of their habitats by tensors like the following: (1) construction and operation of 307 dams in the Amazon basin, 10 in Tocantins basin, and four in the Orinoco basin, (2) mining, (3) high rates of deforestation and fire in flood plains, and (4) the negative effects of climate change on the flood pulse (<xref ref-type="bibr" rid="B65">Mosquera-Guerra et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B7">Anderson et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B67">Mosquera-Guerra et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B63">Mosquera-Guerra et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B19">Campbell et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B8">Armenteras et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B10">Barbosa et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B18">Brum et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B38">Fearnside et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B74">Pivari et&#xa0;al., 2021</xref>). In this context, Amazon River dolphins are considered among the most threatened aquatic mammals globally (<xref ref-type="bibr" rid="B77">Reeves et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B84">Trujillo et&#xa0;al., 2010</xref>).</p>
<p>In this paper, we identify the geographic distribution of illegal practices using Amazon River dolphins across their area of occurrence. Additionally, we implemented spatial analyses to determine areas of risk for the <italic>Inia</italic> spp. populations. Specifically, our objectives were the following: (1) to identify the localities where these types of practices have been reported, and (2) to establish the core areas for Amazon River dolphin populations.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Systematic Review of Literature and Surveys</title>
<p>We accessed 57 literature references (dated between 1980 and 2021) to obtain information on the use of Amazon River dolphins as bushmeat, medicinal and traditional purposes, and human consumption. The search and selection of publications followed the PRISMA methodological approach (<xref ref-type="bibr" rid="B61">Moher et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B68">Nakagawa et&#xa0;al., 2017</xref>). A search for information was conducted in the following databases: (1) Scopus, (2) Science Direct, (3) Springer Link, and (4) Google Scholar. Different search terms were used: (1) Amazon River dolphin (TI) AND targeted captures AND bushmeat AND piracathinga fishery*, (2) Amazon River dolphin (TI) AND flesh and blubber OR bushmeat (TI) AND piracathinga fishery*, (3) [TITLE-ABS KEY (Amazon River dolphin * AND piracathinga fishery) * AND (flesh * OR blubber * OR bushmeat * OR traditional medicine * AND piracathinga fishery *) AND TITLE (Amazon River dolphin *)]. In addition, 14 structured surveys were carried out with researchers of Bolivia, Brazil, Colombia, Per&#xfa;, and Venezuela to identify areas where Amazon River dolphin are captured and opportunistic uses are reported. Subsequently, the information was classified in a database considering the following criteria: (1) country, (2) locality, (3) river, (4) basin, (5) subspecies, (6) category of use: traditional/medicinal purposes, bycatch/bushmeat, and consumption, (7) period(s) of recorded bushmeat use (1980-2000/2001-2021), and (8) references.</p>
</sec>
<sec id="s2_2">
<title>Spatial Analysis</title>
<p>Spatial analyses included the mapped localities of use of <italic>Inia</italic> spp. in the assessed basins, derived from the literatura review. Additionally, 39,135 georeferenced locations from 23 boat-surveys (<italic>n</italic> = 11,519 locations) conducted in the Amazon (<italic>n</italic> = 16), Tocantins (<italic>n</italic> = 1) and the Orinoco basins (<italic>n</italic> = 6), and 33 tagged individuals from satellite monitoring (<italic>n</italic> = 27,616 locations) in Amazon (<italic>n</italic> = 20 individuals) and Orinoco basins (<italic>n</italic> = 13 individuals; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) were integrated into a kernel density (KD) estimation analysis on percentage volume contours from (K<sub>10</sub>) 10% to (K<sub>90</sub>) 90% at 10% intervals (<xref ref-type="bibr" rid="B70">Oshima et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B82">Sveegaard et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B87">Wells et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B66">Mosquera-Guerra et&#xa0;al., 2021</xref>). This means that the area within the (K<sub>10</sub>) 10% contour represented the areas with the highest density or core area and the (K<sub>90</sub>) 90% contour represented almost the entire range of Amazon River dolphins (<xref ref-type="bibr" rid="B82">Sveegaard et&#xa0;al., 2011</xref>). Kernel density analyses allowed us to spatially locate the <italic>Inia</italic> spp. populations at greater risk from use by calculating the following spatial metrics: (1) number of the core areas (K<sub>50</sub>), (2) distance from the nearest the Amazon River dolphin core area to a locality use, and (3) distance from the nearest core area to a protected area for the assessed basin (<xref ref-type="bibr" rid="B75">Protected Planet Report, 2020</xref>). Mapping was performed using the geostatistical analyst and spatial analyst extensions in ESRI ArcGIS version 10.8.1 (<xref ref-type="bibr" rid="B36">ESRI Environmental Systems Research Institute, 2021</xref>; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Locations of Amazon River dolphins obtained through boat surveys and satellite monitoring that were used in the spatial analyses. <bold>(A)</bold> Amazon basin, <bold>(B)</bold> Tocantins basin, and <bold>(C)</bold> Orinoco basin.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-838988-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Locations of <italic>Inia</italic> spp. used in the spatial analyses in South America.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Basin</th>
<th valign="top" align="center">Rivers</th>
<th valign="top" align="center">Countries</th>
<th valign="top" align="center">Number of records obtained in boat-surveys</th>
<th valign="top" align="center">Number of records obtained from satellite monitoring</th>
<th valign="top" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Upper Amazon</td>
<td valign="top" align="left">Napo, Amazonas, Loretoyac&#xfa;, P&#xfa;rus, Samiria, Mara&#xf1;on, and Caquet&#xe1;/Japur&#xe1;.</td>
<td valign="top" align="left">Peru, Colombia, and Brazil.</td>
<td valign="top" align="center">3,602</td>
<td valign="top" align="center">9,190</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B85">Trujillo-Gonz&#xe1;lez et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B72">Paschoalini et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">Middle Amazon</td>
<td valign="top" align="left">Amazonas, It&#xe9;nez, Mamor&#xe9;, and Grande.</td>
<td valign="top" align="left">Bolivia and Brazil.</td>
<td valign="top" align="center">2,892</td>
<td valign="top" align="center">2,640</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B85">Trujillo-Gonz&#xe1;lez et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B72">Paschoalini et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">Lower Amazon</td>
<td valign="top" align="left">Tapajos</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="center">137</td>
<td valign="top" align="center">2,865</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B73">Pavanato et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B85">Trujillo-Gonz&#xe1;lez et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">Lower Tocantins</td>
<td valign="top" align="left">Tocantins</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="center">979</td>
<td valign="top" align="center">
<bold>&#x2013;</bold>
</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B85">Trujillo-Gonz&#xe1;lez et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B71">Paschoalini et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">Upper Orinoco</td>
<td valign="top" align="left">Guayabero, Guaviare, In&#xed;rida, Orinoco, Bita, Meta, and Arauca.</td>
<td valign="top" align="left">Colombia, and Venezuela.</td>
<td valign="top" align="center">1,946</td>
<td valign="top" align="center">12,921</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B85">Trujillo-Gonz&#xe1;lez et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B63">Mosquera-Guerra et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B62">Mosquera-Guerra et&#xa0;al., 2019c</xref>; <xref ref-type="bibr" rid="B72">Paschoalini et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">Middle Orinoco</td>
<td valign="top" align="left">Orinoco</td>
<td valign="top" align="left">Venezuela</td>
<td valign="top" align="center">83</td>
<td valign="top" align="center">
<bold>&#x2013;</bold>
</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B85">Trujillo-Gonz&#xe1;lez et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B63">Mosquera-Guerra et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B72">Paschoalini et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">Lower Orinoco</td>
<td valign="top" align="left">Orinoco</td>
<td valign="top" align="left">Venezuela</td>
<td valign="top" align="center">1,880</td>
<td valign="top" align="center">
<bold>&#x2013;</bold>
</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B85">Trujillo-Gonz&#xe1;lez et&#xa0;al., 2019</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_3">
<title>Statistical Analysis</title>
<p>Shapiro-Wilk normality test was performed to the variables: (1) <italic>Inia</italic> spp. population size, (2) <italic>Inia</italic> spp. population density, (3) Number of the Amazon River dolphin use localities, (4) Number of core areas (K<sub>50</sub>) in the assessed river basin sections, (5) Distance of core area (K<sub>50</sub>) to the nearest locality of use, and (6) Distance of core area (K<sub>50</sub>) to the nearest protected areas. These tests were developed using the open-source software R.4.0.3 (<xref ref-type="bibr" rid="B76">R Core Team, 2020</xref>). In all cases, a value of <italic>p</italic> &lt; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Localities that Reported the Use of Amazon River Dolphins</title>
<p>We identified 57 localities where <italic>Inia</italic> spp. individuals were used under the evaluated categories in the study areas, and reported two more on the Brazilian Atlantic coast. The localities were distributed in the basins as follow: Amazon (<italic>n</italic> = 33, 58%), Tocantins (<italic>n</italic> = 2, 3%), and Orinoco basins (<italic>n</italic> = 22, 39%). Based on the number of records, the country with the highest number of localities is Brazil (<italic>n</italic> = 20, 34%), followed by Venezuela (<italic>n</italic> = 17, 29%), Peru (<italic>n</italic> = 13, 22%), Colombia (<italic>n</italic> = 7, 12%), and Bolivia (<italic>n</italic> = 2, 3%; see <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Locations where use categories assessed for Amazon River dolphins are reported. <bold>(A)</bold> Amazon basin, <bold>(B)</bold> Tocantins basin, and <bold>(C)</bold> Orinoco basin.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-838988-g002.tif"/>
</fig>
<sec id="s3_1_1">
<title>Amazon Basin</title>
<p>The use of <italic>I. g. geoffrensis</italic> in the upper Amazon basin has been reported in 20 localities. The highest number of these is situated on the Amazon River from the Napo River to the tripartite border of Peru, Colombia, and Brazil. In the middle basin, six localities of use have been identified from the confluence of the Putumayo/I&#xe7;&#xe1; and Caquet&#xe1;/Japur&#xe1; rivers with the Amazon River to the Negro River in Brazil and in the Tijamuchi and Mamor&#xe9; rivers in Bolivia in these last two rivers, where use is made of <italic>I. g. boliviensis</italic> individuals. Finally, in the lower basin, seven localities from the confluence of the Tapajos and Amazon rivers to the island of Maraj&#xf3; in the vicinity of the Bel&#xe9;m city and the mouth of the Amazon River at the Atlantic Ocean in Brazil were identified (see <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_1_2">
<title>Tocantins Basin</title>
<p>The Tocantins basin is currently isolated from the Amazon River basin. This condition makes it a biogeographic area of interest for genetic and ecological studies of <italic>Inia</italic> spp.; recently populations of this basin were proposed as a new species <italic>I. araguaiaensis</italic> (<xref ref-type="bibr" rid="B46">Hrbek et&#xa0;al., 2014</xref>). Since the 2000s, the use of the Amazon River dolphin individuals in the Mocajuba in the Tocantins River and Our&#xe9;m in the Guam&#xe1; River have been documented. In addition, the following are reported Bragan&#xe7;a and Tracuateua localities in the Caet&#xe9; River in the Brazilian Atlantic Coast (see <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_1_3">
<title>Orinoco Basin</title>
<p>In the Upper Orinoco the Amazon River dolphin use is documented from the San Miguel River to the confluence of the Meta-Orinoco rivers in 12 localities located at the border between Colombia and Venezuela. In this section of the basin, consumption of individuals of <italic>I. g. geoffrensis</italic> is reported for the locality of Puerto Ayacucho (Venezuela). Smoked meat of the Amazon River dolphin is marketed as the meat of lowland tapir (<italic>Tapir terrestris</italic>) traditionally consumed by local communities. Furthermore, <italic>Inia geoffrensis</italic> oil is marketed from the city of Puerto Ayacucho to other localities such as Casuarito, Puerto Carre&#xf1;o and In&#xed;rida in Colombia to treat symptoms of respiratory ailments. In the middle basin, the use of Amazon River dolphins has been evidenced in the Camagu&#xe1;n, Caicara del Orinoco, San Fernando de Apure, and Puruey localities. In these, the use of <italic>Inia</italic>&#x2019;s oil for the treatment of SARS-CoV-2 derived respiratory symptoms by indigenous communities who live in these localities has been documented. Finally, in the lower basin this use has been reported in the Ciudad Bolivar, Uverito, Puerto Barranca, San Felix, Tucupita, and Curipao localities (see <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
<p>The most represented use category for Amazon River dolphins in the basins was bushmeat (<italic>n</italic> = 55, 64%), followed by traditional/medical purposes (<italic>n</italic> = 30, 35%), and finally consumption (<italic>n</italic> = 1, 1%). The taxa of the genus <italic>Inia</italic> that report the highest number of use localities in the basin evaluated is <italic>I. g. geoffrensis</italic> (<italic>n</italic> = 53, 90%), subsequently of <italic>I. araguaiaensis</italic> (<italic>n</italic> = 4, 7%), and finally <italic>I. g. boliviensis</italic> (<italic>n</italic> = 2, 3%; see <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s3_2">
<title>Spatial Analysis</title>
<p>Kernel density analyses show that most of the core areas (K<sub>50</sub>) of <italic>Inia</italic> spp. are in heterogeneous habitat types as follow: (1) main rivers, (2) confluences, (4) lagoons, and (5) channels of the river basins. In the Amazon basin there are four core areas: (1) Napo-Amazonas rivers confluence, (2) Loretayacu-Amazonas rivers confluence, including the wetland complex of Tarapoto, (3) It&#xe9;nez River, and (4) Tapaj&#xf3;s River. The Orinoco basin has three core areas: (1) Guayabero River, (2) Guaviare-In&#xed;rida rivers confluence, and (3) Meta-Bita-Orinoco rivers confluence, and in the Tocantins basin, the core area was in the lower basin (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Kernel density (KD) estimation analysis for the <italic>Inia</italic> spp. in the basins with percentage volume contours from (K<sub>10</sub>) 10% to (K<sub>90</sub>) 90% at 10% intervals. The black line indicates high-density areas for the Amazon River dolphins defined as the 50% kernel contour or core areas. <bold>(A)</bold> Amazon basin, <bold>(B)</bold> Tocantins basin, and <bold>(C)</bold> Orinoco basin.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-838988-g003.tif"/>
</fig>
<p>The values of the Shapiro-Wilk normality test concluded that the data for all variables do not come from a normal distribution (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Summary of the significance values of the Shapiro-Wilk test for the variables.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Category</th>
<th valign="top" align="center">Variables</th>
<th valign="top" align="center">Type</th>
<th valign="top" align="center">
<italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Ecological</td>
<td valign="top" align="left">
<italic>Inia</italic> spp. population size</td>
<td valign="top" align="left">Continuous</td>
<td valign="top" align="center">4,2 x 10<sup>-5</sup>*</td>
</tr>
<tr>
<td valign="top" align="left">Ecological</td>
<td valign="top" align="left">
<italic>Inia</italic> spp. population density</td>
<td valign="top" align="left">Continuous</td>
<td valign="top" align="center">0,02*</td>
</tr>
<tr>
<td valign="top" align="left">Ecological</td>
<td valign="top" align="left">Number of the Amazon River dolphin use localities</td>
<td valign="top" align="left">Continuous</td>
<td valign="top" align="center">0,03*</td>
</tr>
<tr>
<td valign="top" align="left">Environmental</td>
<td valign="top" align="left">Number of core areas (K<sub>50</sub>) in the assessed river basin sections</td>
<td valign="top" align="left">Continuous</td>
<td valign="top" align="center">4,1 x 10<sup>-6</sup>*</td>
</tr>
<tr>
<td valign="top" align="left">Spatial metric</td>
<td valign="top" align="left">Distance of core area (K<sub>50</sub>) to the nearest locality of use</td>
<td valign="top" align="left">Continuous</td>
<td valign="top" align="center">0,02*</td>
</tr>
<tr>
<td valign="top" align="left">Spatial metric</td>
<td valign="top" align="left">Distance of core area (K<sub>50</sub>) to the nearest protected areas</td>
<td valign="top" align="left">Continuous</td>
<td valign="top" align="center">0,0002*</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Those significant for the explanatory predictors are marked with an asterisk (*).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<sec id="s4_1">
<title>Geographic Distribution of the Illegal Uses of Amazon River Dolphin</title>
<p>Our results are in line with previous reports on the widespread use of Amazon River dolphin (<italic>Inia</italic> spp.), such as bait in the <italic>C. macropterus</italic> fisheries. This practice is an unsustainable practice that is widespread in the Amazonian countries of Bolivia, Brazil, Colombia, and Peru, along the lower Tocantins River in Brazil, and along the Orinoco basin shared between Colombia and Venezuela. It is considered a significant threat to the populations of these species (<xref ref-type="bibr" rid="B16">Brum, 2011</xref>; <xref ref-type="bibr" rid="B47">Iriarte and Marmontel, 2013a</xref>; <xref ref-type="bibr" rid="B48">Iriarte and Marmontel, 2013b</xref>; <xref ref-type="bibr" rid="B58">Mintzer et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Botero-Arias et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B17">Brum et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B59">Mintzer et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B86">Trujillo et&#xa0;al., 2020</xref>).</p>
<p>In the last thirty years, the increase of the human population in the hydrographic areas assessed, as well as the internal and external demand for the fishery resources in these countries, have led to overexploitation and the rapid decline of stocks of fishes of commercial interest to fisheries (e.g., large catfish <italic>Brachyplatystoma</italic> spp.), and has resulted in a shift of target species of fisheries from increasingly scarce large fish to smaller species (e.g., small catfishes with <italic>C. macropterus</italic>; <xref ref-type="bibr" rid="B40">G&#xf3;mez et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B11">Barthem, 2013</xref>; <xref ref-type="bibr" rid="B12">Barthem et&#xa0;al., 2017</xref>). Change in the fisheries in the Amazon, Tocantins and Orinoco basins has involved the use of unsustainable practices (e.g., monofilament nets, trammel nets, and even the use of endangered species such as bait) thus increasing the biological and operational interactions with aquatic vertebrates (e.g., Amazon River dolphins). These events generally result in the incidental capture and retaliatory killing of individuals that in some cases are traded in the bushmeat markets for bait or traditional purposes and in lower proportions for consumption (<xref ref-type="bibr" rid="B45">Hern&#xe1;ndez and Gonzalves, 2009</xref>; <xref ref-type="bibr" rid="B34">Diniz, 2011</xref>; <xref ref-type="bibr" rid="B30">da Silva et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B35">Escobar-WW et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B86">Trujillo et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B18">Brum et&#xa0;al., 2021</xref>).</p>
<p>Governments of Brazil and Colombia have generated instruments such as moratoriums to regulate or prohibit the commercialization of <italic>C. macropterus</italic> (<xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B86">Trujillo et&#xa0;al., 2020</xref>). This interaction is considered a serious threat for <italic>Inia</italic> spp. populations in management plans formulated in Brazil, Bolivia, Colombia, Peru, and Venezuela. However, the implementation of actions proposed in these strategies for the mitigation of this threat has not been effective due to factors such as a: (1) lack of transboundary regulatory instruments for the management of the fishery resource (e.g., moratoriums and ban unified between neighboring countries), (2) reduced institutional capacity to control extensive areas in transboundary zones, and (3) high levels of economic vulnerability and low levels of education of the local communities that facilitate their insertion into extractive models (e.g., illegal trade of wild species), and the use of species of fauna (e.g., river dolphins) for the treatment of diseases without scientific evidence.</p>
</sec>
<sec id="s4_2">
<title>Spatial Ecology of Amazon River Dolphins</title>
<p>Our kernel density results (K<sub>10</sub> &#x2013; K<sub>95</sub>) coincide with those reported by <xref ref-type="bibr" rid="B66">Mosquera-Guerra et&#xa0;al. (2021)</xref> on the heterogenous distribution of the core areas in the different habitat types used by Amazon River dolphins (e.g., confluences, channels, tributaries and lagoons) that are influenced by the ecology of the species and environmental aspects of the basin, such as: (1) wide variations in the home range sizes (K<sub>95</sub> = 6.2 &#x2013; 234 km&#xb2;, mean = 59 &#xb1; 13.5 km&#xb2;), and core area sizes (K<sub>50</sub> = 0.6 &#x2013; 54.9 km&#xb2;, mean = 9 &#xb1; 2.6 km &#xb2;), (2) broad and specific habitat uses, (3) movements influenced by the lateral and longitudinal migration of fish, (4) sexual segregation of <italic>Inia</italic> individuals, and (5) ecological characteristics of the aquatic systems where they occur (productivity levels; <xref ref-type="bibr" rid="B66">Mosquera-Guerra et&#xa0;al., 2021</xref>).</p>
<p>Although <italic>Inia</italic> spp. is distributed over &gt;1,000,000 km<sup>2</sup> of the Amazon, Orinoco, and Tocantins basins, its occurrence is represented by only 15% of their distribution inside protected areas (<xref ref-type="bibr" rid="B65">Mosquera-Guerra et&#xa0;al., 2018</xref>). This is evidence that <italic>Inia</italic> spp. populations throughout much of their range are exposed to different types of human-induced threats such as bycatch (<xref ref-type="bibr" rid="B45">Hern&#xe1;ndez and Gonzalves, 2009</xref>; <xref ref-type="bibr" rid="B30">da Silva et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B34">Diniz, 2011</xref>; <xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B35">Escobar-WW et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B86">Trujillo et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B18">Brum et&#xa0;al., 2021</xref>).</p>
<p>The results obtained through our statistical analysis show that the variables do not come from a normal distribution. This condition may be due to the widespread occurrence of this practice on the <italic>Inia</italic> spp. and the reduced management and control of the protected areas in the basins evaluated (<xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B86">Trujillo et&#xa0;al., 2020</xref>). The population aspects considered in our analyses-such as population size of Amazon river dolphins- are influenced by: (1) the abundance and availability of fish prey, (2) the accessibility to foraging locations, determined mainly by the flooding pulse and river geomorphology, and (3) group sizes (<xref ref-type="bibr" rid="B51">Martin and da Silva, 1998</xref>; <xref ref-type="bibr" rid="B57">McGuire and Winemiller, 1998</xref>; <xref ref-type="bibr" rid="B83">Trujillo, 2000</xref>; <xref ref-type="bibr" rid="B52">Martin and da Silva, 2004</xref>; <xref ref-type="bibr" rid="B56">McGuire and Henningsen, 2007</xref>; <xref ref-type="bibr" rid="B89">Yamamoto et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B60">Mintzer et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B66">Mosquera-Guerra et&#xa0;al., 2021</xref>). Amazon River dolphins make up one of the smallest group sizes among odontocetes as a strategy to increase individual fitness and reduce competition for prey during declines in fish abundance during the high-water period (<xref ref-type="bibr" rid="B41">G&#xf3;mez-Salazar et&#xa0;al., 2011</xref>).</p>
<p>Additionally, the spatial ecology of Amazon River dolphins is influenced by strong sexual segregation of individuals. The documented differential behaviors in the intensity of habitat use between males and females is reported by <xref ref-type="bibr" rid="B83">Trujillo (2000)</xref> for the lakes of Tarapoto and the Colombian Amazonas, <xref ref-type="bibr" rid="B51">Martin and da Silva (1998)</xref> and <xref ref-type="bibr" rid="B52">Martin and da Silva (2004)</xref> using data from 24 individuals monitored with radio telemetry in the Mamirau&#xe1; Sustainable Development Reserve, and <xref ref-type="bibr" rid="B66">Mosquera-Guerra et&#xa0;al. (2021)</xref> from 24 individuals monitored by satellite in Bolivia, Brazil, Colombia, and Peru. This sexual segregation of <italic>Inia</italic> spp. differentially exposes males and females to targeted or incidental captures as well as other types of threats (<xref ref-type="bibr" rid="B60">Mintzer et&#xa0;al., 2016</xref>). The interactions between Amanimals with 20 individuals killed for use as bait inazon River dolphins and fisheries generally occur in highly productive habitats, such as: (1) confluences, (2) channels, and (3) lagoons, where capturing mostly sexually mature individuals and possibly larger numbers of females that have minor movements and are restricted to specific habitats where they care for their calfs. This could explain the rapid population decline in their area of occurrence (<xref ref-type="bibr" rid="B88">Williams et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B54">Martin and da Silva, 2021</xref>), possibly due to the special reproductive conditions of <italic>Inia</italic> spp. including (1) extended periods to reach sexual maturity of individuals that on average is considered to be 9.7 years, (2) extensive gestation periods (12.3&#x2013;13 months), (3) prolonged parental care of calves (1.5&#x2013;5.8 years), and (4) average intervals between births of 4.6 years (<xref ref-type="bibr" rid="B53">Martin and da Silva, 2018</xref>).</p>
</sec>
<sec id="s4_3">
<title>Knowledge Gaps</title>
<p>Our study highlights the need to continue with <italic>Inia</italic> population trend studies in order to monitor in a standardised way the fast population decline of Amazon River dolphins reported in the last three decades in the study areas (<xref ref-type="bibr" rid="B88">Williams et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B54">Martin and da Silva, 2021</xref>). This information is essential to complement spatial analyses and to focus conservation efforts in priority areas. Population studies conducted in the upper and middle Amazon and Orinoco rivers highlight the negative impact of bycatch on <italic>I. g. geoffrensis</italic> populations. For example, <xref ref-type="bibr" rid="B88">Williams et&#xa0;al. (2016)</xref> assess Amazon River dolphin abundance estimates made in the Colombian Amazon trapezoid in 1993, 2002 and 2007, and report an annual decline probability for <italic>I. geoffrensis</italic> of &gt; 0.75. <xref ref-type="bibr" rid="B45">Hern&#xe1;ndez and Gonzalves (2009)</xref> report that the population of <italic>I. geoffrensis</italic> in the Javari River, a tributary of the Amazon River, is 250 animals with 20 individuals killed for use as bait in <italic>C. macropterus</italic> fisheries annually (8%). <xref ref-type="bibr" rid="B30">da Silva et&#xa0;al. (2011)</xref>, and <xref ref-type="bibr" rid="B54">Martin and da Silva (2021)</xref> report between the 5.5&#x2013;10% annual decline of populations of <italic>I. g. geoffrensis</italic> in the Central Amazon in the vicinity of the Mamiru&#xe1; Reserve and document that 1650 Amazon River dolphins are captured annually near the Brazilian Amazonian city of Tef&#xe9;. Finally, in the Venezuelan Orinoco basin, <xref ref-type="bibr" rid="B34">Diniz (2011)</xref> estimates that 840 individuals are killed for piracatinga fisheries (<xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>). In this context, it is a priority to continue with this type of population dynamic studies and thus contribute to an understanding of the effect of this threat on the health of <italic>Inia</italic> populations.</p>
<p>In this context, it is necessary to clarify the taxonomy of the genus <italic>Inia</italic> using integrative taxonomy studies since currently only two subspecies are recognized (<xref ref-type="bibr" rid="B22">Committee on Taxonomy, 2021</xref>); <italic>I. g. geoffrensis</italic> distributed across the Amazon, and Orinoco basins and <italic>I. g. boliviensis</italic>, found along the Mamor&#xe9;, It&#xe9;nez, and Madeira rivers (<xref ref-type="bibr" rid="B1">Aliaga-Rossel, 2002</xref>; <xref ref-type="bibr" rid="B4">Aliaga-Rossel et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B42">Gravena et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B29">da Silva and Martin, 2014</xref>; <xref ref-type="bibr" rid="B33">da Silva V. et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B3">Aliaga-Rossel and Guizada-Dur&#xe1;n, 2020</xref>; <xref ref-type="bibr" rid="B74">Pivari et&#xa0;al., 2021</xref>). This condition does not allow for evidence of possible effects on the loss of genetic diversity for the genus caused by the reduction of populations. This is the case of the <italic>Inia</italic> spp. that are pressured by targeted and incidental catches in the middle Amazon (Bolivia and Brazil), and Tocantins Basins (Brazil). It has been proposed that <italic>I. boliviensis</italic> corresponds to a valid species (<xref ref-type="bibr" rid="B9">Banguera-Hinestroza et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B78">Ru&#xed;z-Garc&#xed;a, 2010</xref>, and <xref ref-type="bibr" rid="B42">Gravena et&#xa0;al., 2014</xref>); in the same way, <xref ref-type="bibr" rid="B46">Hrbek et&#xa0;al. (2014)</xref> have suggested <italic>I. araguaiaensis</italic> (Tocantins basin) as a new species in the genus, with a population size &gt;3,000 individuals, seriously threatened by infrastructure projects like dams (<xref ref-type="bibr" rid="B46">Hrbek et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B71">Paschoalini et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B18">Brum et&#xa0;al., 2021</xref>). Although these taxa have not yet been recognized as valid species by a section of the scientific community (<xref ref-type="bibr" rid="B22">Committee on Taxonomy, 2021</xref>), a precautionary principle should be considered and efforts should be made to preserve the taxonomic diversity of the genus <italic>Inia</italic> (<xref ref-type="bibr" rid="B84">Trujillo et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>).</p>
<p>Additionally, it is a priority to promote the implementation of public health programs in the countries of the region that monitor concentrations of heavy metals in aquatic ecosystems as well as the zoonotic risks generated by the illegal bushmeat market. The best biological models for evidence of mercury concentrations in aquatic food webs are top predators (e.g., Amazon River dolphins; <xref ref-type="bibr" rid="B67">Mosquera-Guerra et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B10">Barbosa et&#xa0;al., 2021</xref>), and benthic fish with omnivorous habits (<italic>C. macropterus</italic>; <xref ref-type="bibr" rid="B64">Mosquera-Guerra et&#xa0;al., 2015</xref>). These aquatic vertebrates are extensively used in the region, and this situation could become a public health problem for local communities and external consumers who make multiple uses of these species.</p>
<p>Finally, the bushmeat markets are widely distributed in the Neotropical region, illegally trading massive numbers of wildlife rodents, primates, xenarthrans, and ungulates (<xref ref-type="bibr" rid="B69">Olival et&#xa0;al., 2017</xref>), with a significant increment in the trading of <italic>Inia</italic> since the 2000s for bait for <italic>C. macropterus</italic> fisheries, and more recently for human consumption. The use of other products of <italic>Inia</italic> such as oil, eyes, and genitals organs for traditional purposes and non-evaluated treatments of respiratory ailments since the 1980s (<xref ref-type="bibr" rid="B25">Cravalho, 1999</xref>; <xref ref-type="bibr" rid="B43">Gravena et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B50">Loch et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B84">Trujillo et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B55">Martins, 2015</xref>; <xref ref-type="bibr" rid="B23">Cosentino and Fisher, 2016</xref>; <xref ref-type="bibr" rid="B80">Santos, 2017</xref>; <xref ref-type="bibr" rid="B31">da Silva V.M.F. et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B59">Mintzer et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B81">Siciliano et&#xa0;al., 2018</xref>), constitutes a risk for the emergence and transmition of zoonotic diseases and future pandemics. Bushmeat markets are centers for the interaction of viral loads of various vertebrate species (<xref ref-type="bibr" rid="B69">Olival et&#xa0;al., 2017</xref>), that could, at any time, cause a zoonotic jump in densely populated places with the Amazon basin where recent censuses have reported more than 40 million inhabitants.</p>
</sec>
</sec>
<sec id="s5">
<title>Conclusion</title>
<p>Spatial analyses are powerful tools that at different scales contribute to an understanding of the distribution of areas of the ecological importance of the species with wide ranges of occurrence such as <italic>Inia</italic> spp.; as well they contribute to the identification of their threats, and focus conservation efforts. Species such as the Amazon River dolphin erroneously have been considered relatively safe from human-induced threats due to its wide area of distribution. However, this consideration ignores the broad and specific ecological requirements of river dolphins, as well as the cumulative effect of the multiple threats facing their populations and habitats throughout their range. An example of this condition was the recent ecological extinction in 2006 of the baiji (<italic>Lipotes vexillifer</italic>) that was widely distributed along 1,700 km in the middle of the Yangtz&#xe9; River in China.</p>
<p>Over the last three decades in South America, researchers have endeavored to identify threats to the conservation of taxa of the genus <italic>Inia</italic>, including quantifying the number of individuals that have been captured and killed for illegal use. This scientific knowledge has been essential in the construction of different strategies for the conservation of Amazon River dolphin populations. However, despite the efforts made by civil society and governments, the implementation of these actions lacks effectiveness due to aspects such as the absence of transnational instruments to sustainably manage the habitats and the conservation of healthy populations of this endangered cetacean on a basin scale. The current state of decline <italic>Inia</italic> spp. populations mainly are caused by of the directed and incidental catch as well as the ecosystemic degradation of the natural environments suitable for Amazon River dolphins. One of the identified problems compromising the effectiveness of management is the reduced management capacity at the transnational level. Finally, in the context of the global health crisis caused by SARS-CoV-2, it is urgent to prevent future pandemics through public health surveillance strategies and the social management of the bushmeat markets, while considering the cultural and economic needs of local populations of these basins.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by Pontificia Universidad Javeriana.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author Contributions</title>
<p>FM-G led and executed the systematic review and spatial analyses, synthesis, and preparation of the first draft. FT, JP-T, HM-M, NF-L, MP, MV, JU, EC, JA-S, JLM, JCM, CG, MZ, YB, KV, PT-F, LS, AF, SB, PD, and DA-P contributed the initial idea and from the first draft on, edited and organized the development of the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Whitley Fund For Nature (WFN), World Wildlife Fund (WWF), CORMACARENA, CORPORINOQUIA, CORPOAMAZONIA, Projects Design and Development (PDD), and Pontificia Universidad Javeriana (PUJ). The views expressed are those of the authors and do not necessarily reflect the views of these organizations.</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>This program is part of the strategic plan of the South American River Dolphin Initiative (SARDI) supported by WWF in Brazil, Colombia, Peru, Ecuador, and Bolivia. Partial support for two tag transmitters installed in individuals from Peru was obtained from the Rufford Foundation through RSG. Special gratitude goes to M. Oliveira da Costa, D. Willems, K. Berg, L. Sainz, J. Rivas, J. Surkin, R. Maldonado, D. Embert, V. Tellez, F. La Rosa, and M. Wulms from WWF. FMG received a Postdoctoral Fellowship from PUJ (ID project: 20389 to 2021). EC received a doctoral scholarship from WWF-EFN. A. Echeverr&#xed;a, L. Cordova, and A. Salinas are acknowledged for their support during tagging campaigns in Bolivia and M. Marmontel in Brazil. We acknowledge the WFN, CORMACARENA, CORPORINOQUIA, CORPOAMAZONIA, PDD, the fishing communities, and the local and national authorities for participating in the Amazon River dolphin capture process.</p>
</ack>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2022.838988/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2022.838988/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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