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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Conserv. Sci.</journal-id>
<journal-title>Frontiers in Conservation Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Conserv. Sci.</abbrev-journal-title>
<issn pub-type="epub">2673-611X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcosc.2023.1215967</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Conservation Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Biocultural salient birds: which biological and cultural factors define them?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ortega-&#xc1;lvarez</surname>
<given-names>Rub&#xe9;n</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/427336"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Casas</surname>
<given-names>Alejandro</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/368852"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Direcci&#xf3;n Regional Occidente, Investigadoras e Investigadores por M&#xe9;xico del Consejo Nacional de Ciencia y Tecnolog&#xed;a (CONACYT)</institution>, <addr-line>Guadalajara, Jalisco</addr-line>, <country>Mexico</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Instituto de Investigaciones en Ecosistemas y Sustentabilidad (IIES) - Universidad Nacional Aut&#xf3;noma de M&#xe9;xico</institution>, <addr-line>Morelia, Michoac&#xe1;n</addr-line>, <country>Mexico</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: D&#xed;dac Santos-Fita, Autonomous University of Barcelona, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Courtney Hughes, Government of Alberta, Canada; Paula L. Enr&#xed;quez, Colegio de la Frontera Sur (ECOSUR), Mexico; Oscar Retana, Autonomous University of Campeche, Mexico</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Rub&#xe9;n Ortega-&#xc1;lvarez, <email xlink:href="mailto:rubenortega.al@gmail.com">rubenortega.al@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>4</volume>
<elocation-id>1215967</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>06</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Ortega-&#xc1;lvarez and Casas</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Ortega-&#xc1;lvarez and Casas</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>People&#x2019;s interests and needs, as well as biological characteristics of species, determine human perception and interaction with biodiversity. Thus, both cultural and biological factors should be considered to understand biocultural salient species. We studied the cultural and biological traits that influence bird salience for an indigenous community in Mexico. Firstly, we used bird lists mentioned by local people to compute salient indexes for species. Then, we constructed seven cultural association categories to represent the local significance of birds (recreation, beliefs, environment, food, crop damage, economy, pets) and compiled biological information about species (color, size, vocal activity, detectability, abundance, daily activity pattern, habitat, residence status, taxonomic family). Finally, we determined the relations of cultural associations and biological traits with bird salience using hierarchical clusters. We observed a strong link between salient birds and human feeding, as these animals were locally recognized as food and threat to crops. Salient and non-salient birds were differentiated by their residence status and vocal activity, as local awareness was greater towards year-round resident and vocal species. Salience related the most with abundance, followed by color and detectability. Our study provides a route to identify cultural and biological factors influencing biocultural salience, which might prove useful for establishing conservation initiatives, public policies, and environmental education actions.</p>
</abstract>
<kwd-group>
<kwd>abundance</kwd>
<kwd>crop damage</kwd>
<kwd>ethnobiology</kwd>
<kwd>hierarchical cluster</kwd>
<kwd>residence status</kwd>
<kwd>salience</kwd>
<kwd>Sutrop index</kwd>
<kwd>vocal activity</kwd>
</kwd-group>
<contract-num rid="cn001">A1-S-14306</contract-num>
<contract-num rid="cn002">IN224023</contract-num>
<contract-sponsor id="cn001">Consejo Nacional de Ciencia y Tecnolog&#xed;a<named-content content-type="fundref-id">10.13039/501100003141</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Universidad Nacional Aut&#xf3;noma de M&#xe9;xico<named-content content-type="fundref-id">10.13039/501100005739</named-content>
</contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="59"/>
<page-count count="9"/>
<word-count count="4490"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Conservation Social Sciences</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Culture and nature are deeply interconnected (<xref ref-type="bibr" rid="B35">Maffi and Woodley, 2010</xref>). Biodiversity surrounding human communities determines their survival, welfare, and world view, whereas people&#x2019;s actions and decisions have an impact on ecosystems, from genes to the global cycles of nature (<xref ref-type="bibr" rid="B34">Maffi, 2001</xref>). This close bond is usually more evident when referring to the interactions of indigenous communities and their territories, as it has ancient roots developed for millennia and people of these communities directly sustain their lives on goods and benefits provided by ecosystems (<xref ref-type="bibr" rid="B38">Nakashima and Rou&#xe9;, 2002</xref>; <xref ref-type="bibr" rid="B43">Oviedo and Noejovich, 2007</xref>). Studying human knowledge, use, and management of biocultural resources is relevant to understand the bidirectional relationship between culture and nature (<xref ref-type="bibr" rid="B21">Gadgil et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B5">Berkes et&#xa0;al., 2000</xref>). Moreover, assessing the connections that people establish with biodiversity has strong implications for attending the global need of both biological and cultural conservation (<xref ref-type="bibr" rid="B39">N&#xf3;brega Alves, 2012</xref>; <xref ref-type="bibr" rid="B22">Gavin et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B32">Loch et&#xa0;al., 2023</xref>).</p>
<p>From the vast diversity of living things, only a fraction is directly and explicitly relevant to human communities (<xref ref-type="bibr" rid="B52">Sousa et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B1">Alc&#xe1;ntara-Salinas et&#xa0;al., 2022</xref>). Such relevance might be explored through the study of salience, which refers to the properties of things that capture human attention (<xref ref-type="bibr" rid="B7">Berlin et&#xa0;al., 1973</xref>; <xref ref-type="bibr" rid="B23">Gosler, 2017</xref>). Salience values vary among the resources that are appreciated by people (<xref ref-type="bibr" rid="B59">Wyndham and Park, 2018</xref>). Thus, research on salience must go beyond identifying important species and determine their magnitude of prominence too (<xref ref-type="bibr" rid="B53">Sutrop, 2001</xref>; <xref ref-type="bibr" rid="B44">Parra-Rondinel et&#xa0;al., 2021</xref>). Biocultural salience particularly focuses on identifying the biological and cultural traits associated with species that are relevant for human communities (<xref ref-type="bibr" rid="B6">Berlin et&#xa0;al., 1981</xref>; <xref ref-type="bibr" rid="B23">Gosler, 2017</xref>). Salience values of biocultural resources might be associated with anthropogenic needs (e.g., feeding, dressing, housing, healing) (<xref ref-type="bibr" rid="B17">de Paula et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B32">Loch et&#xa0;al., 2023</xref>), human-wildlife conflicts (<xref ref-type="bibr" rid="B40">Ojeda-Linares et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B45">Pi&#xf1;a-Covarrubias et&#xa0;al., 2022</xref>), and aesthetic, ethical, and symbolic relational aspects between human and non-humans (<xref ref-type="bibr" rid="B26">Holbrook and Woodside, 2008</xref>; <xref ref-type="bibr" rid="B32">Loch et&#xa0;al., 2023</xref>). From a biological perspective, biocultural salient resources might be appreciated for their abundance, biochemical constitution, or seasonality (<xref ref-type="bibr" rid="B49">Shaheen et&#xa0;al., 2020</xref>). However, it is still necessary to understand what makes a salient species for different groups of people and among distinct biological assemblages (<xref ref-type="bibr" rid="B28">Jain, 2000</xref>; <xref ref-type="bibr" rid="B30">Ladle et&#xa0;al., 2019</xref>).</p>
<p>Birds are among the most popular animals used and appreciated by human communities around the world (<xref ref-type="bibr" rid="B55">Turner and Bhattacharyya, 2016</xref>). They might be deeply linked with the beliefs, ecological knowledge, nourishment, economy, and recreation of people (<xref ref-type="bibr" rid="B37">Miller and Doolittle, 2017</xref>; <xref ref-type="bibr" rid="B8">Cant&#xfa; et&#xa0;al., 2020</xref>). However, the motivations and factors that determine biocultural salient birds are expected to vary according to local practices and pools of species (<xref ref-type="bibr" rid="B59">Wyndham and Park, 2018</xref>). Traditionally, the biocultural study of birds has relied on identifying the identity of species that are appreciated by communities, but until recently it has been focused on defining and comparing the factors that motivate such relevance (<xref ref-type="bibr" rid="B16">de Oliveira et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B30">Ladle et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B3">Andrade et&#xa0;al., 2022</xref>). The characteristics of different bird species (e.g., song, color, size) represent biological factors that might affect how people perceive them (<xref ref-type="bibr" rid="B37">Miller and Doolittle, 2017</xref>; <xref ref-type="bibr" rid="B3">Andrade et&#xa0;al., 2022</xref>), whereas uses, interests and needs of people might influence the human interaction with such animals (<xref ref-type="bibr" rid="B54">Tidemann and Gosler, 2010</xref>). Thus, analyzing the relations that exist between cultural and biological factors might enhance an integral identification of the key elements that make a biocultural salient bird.</p>
<p>Here, we aimed to identify the cultural and biological traits that influence salience of birds for an indigenous community in western Mexico. Through semi-structured interviews we learned from local people about birds, enabling us to compute a salience index for species and classifying them into categories of cultural associations. Then, we gathered information about the biological traits that we suspected to impact on local awareness on birds. Finally, we analyzed the relations of local cultural associations and biological traits with bird salience through hierarchical clustering analyses. We hypothesized that the cultural associations (e.g., food) and the biological traits (e.g., abundance) that are linked with a regular coexistence between birds and people have a strong relation with salience values of local species.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study site</title>
<p>Our research was performed in the Nahua community of Zacualpan, which is located in the state of Colima, western Mexico (19&#xb0;21.789&#x2019;N, 103&#xb0;49.437&#x2019;O, 640&#xa0;m asl) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The human population is comprised by ~2,000 inhabitants who are mainly farmers and traders. Most of the people live in a village of ~30 ha extent. Agricultural fields (e.g., maize - <italic>Zea mays</italic>, squash - <italic>Cucurbita</italic> spp.), orchards, riparian habitats, and remnants of tropical dry forest surround the settlement. Traditional clothing and language have almost disappeared from Zacualpan, but ancestral farming techniques and culinary practices persist in the community (<xref ref-type="bibr" rid="B24">Grupo Xolocuahuitl Zacualpan, 2020</xref>; <xref ref-type="bibr" rid="B36">Mej&#xed;a, 2021</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Map of the study site. <bold>(A)</bold> The white circle shows the location of Colima at western Mexico. <bold>(B)</bold> The white star depicts the location of Zacualpan at northern Colima. <bold>(C)</bold> Urban settlement of Zacualpan.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-04-1215967-g001.tif"/>
</fig>
<p>The area is quite relevant for the cultural history and the rich biodiversity that it encompasses. However, avian studies are incipient in the site (<xref ref-type="bibr" rid="B41">Ortega-&#xc1;lvarez and Casas, 2022</xref>; <xref ref-type="bibr" rid="B42">Ortega-&#xc1;lvarez et&#xa0;al., 2022</xref>), whereas other animal groups have not been studied across the zone. Ancient cultural practices are still present in the region, but its conservation is under stake (<xref ref-type="bibr" rid="B14">Corona Maga&#xf1;a, 2021</xref>). Therefore, further ethnographic studies are needed in the area to design strategies for conservation of the local biocultural diversity. In such a context, our research motivations (<xref ref-type="bibr" rid="B25">Hill et&#xa0;al., 2023</xref>) include fostering local ethnobiological knowledge, promoting the documentation of traditional knowledge and practices on use and relational values of biodiversity. We consider that understanding the human perception towards biodiversity, and addressing the cultural use and values of biodiversity, is crucial for maintaining both human cultural and biological aspects of the local context. Through these approaches, we seek to contribute to the community by fulfilling local interests on increasing the awareness about the biological resources that are present in their territory and identifying actions that might foster the preservation of communities&#x2019; knowledge and traditions.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Surveys on salient birds: Sutrop index and cultural associations</title>
<p>During October 2022, we performed semi-structured interviews to learn about the importance of birds to the people of Zacualpan. Semi-structured interviews were constructed following <xref ref-type="bibr" rid="B4">Batthy&#xe1;ny and Cabrera (2011)</xref>, for which we employed a main working topic (i.e., names and relevance of local birds) that was presented and discussed with people according to the flow of the conversation. Prior to the implementation of the survey, we tested the interview with elders from the community who had vast knowledge on local birds. This stage enabled us to determine if the wording, format, and content of the interview were clear enough for local people, and if such tool would produce the data aimed for our project. After validating the interview, we proceeded to perform surveys on salient birds by walking the streets of the urban settlement and randomly selecting interviewees (n = 40; 22 men and 18 women), which represented ~2% of the local population. All of them were Nahuas, but did not speak an indigenous language, only Spanish. Farming was their main occupation (63% of interviewees), but they usually performed other activities related with the commerce, construction, and housekeeping sectors. The mean, mode, and median values associated with the age of the group were 52, 70, and 58 years old, respectively. During surveys, we asked community members to list the bird species that lived across their territory. Before they responded, we commented on the main characteristics of birds (i.e., feathers) in order to be sure that people exclusively referenced to these animals. We were interested in the named birds because there is an association between the elements that are mentioned by people and the use that the human group gives to them (<xref ref-type="bibr" rid="B51">Smith et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B46">Quinlan, 2005</xref>). Moreover, we registered the listing order of the birds that were referenced by community members, as the frequency and position of the elements in the list are used for calculating a salient index for each species (<xref ref-type="bibr" rid="B53">Sutrop, 2001</xref>). In particular, we used the information provided by people to calculate a Sutrop Index because lists lengths were variable among respondents (<xref ref-type="bibr" rid="B53">Sutrop, 2001</xref>). We employed the open-source software for free-list analyses FLARES (<xref ref-type="bibr" rid="B57">Wencelius et&#xa0;al., 2017</xref>) to compute the index by combining term frequency and its mean position in the lists (<xref ref-type="bibr" rid="B53">Sutrop, 2001</xref>).</p>
<p>Once people finished listing birds, we asked them to mention the relevance of such animals for the community and its surrounding environment. During this stage, interviewees were encouraged to name species that exemplified such importance (e.g., myths, pollination, seed dispersal, consumption of crops, among others). We used this information for constructing our own set of categories of cultural associations in order to represent the local biocultural meaning of birds. Complementary data from participatory observations, field diary notes, and informal talks with people was used to improve both our categories and classification, as suggested by <xref ref-type="bibr" rid="B4">Batthy&#xe1;ny and Cabrera (2011)</xref>. As a result, seven categories were assembled, including: recreation (e.g., bird feeding, bird watching), beliefs (i.e., birds used to explain how the world works around the community through myths, stories, or religion; <xref ref-type="bibr" rid="B56">Us&#xf3;-Dom&#xe9;nech and Nescolarde-Selva, 2016</xref>), environment (e.g., pollination, seed dispersal, carcass removal), food (i.e., birds as a source of food), crop damage (e.g., birds as a threat to harvest of fruit and seeds), economy (i.e., traded birds), and pets (i.e., cage birds).</p>
<p>Birds mentioned by community members were identified to the species level. During this process, we consulted elders from the community who had vast knowledge on local birds to corroborate our tentative identification and remove doubts. This task was facilitated by using the photographs and sounds of the Merlin App (<xref ref-type="bibr" rid="B13">Cornell University, 2023</xref>). Previous ethnoecological work in the site also enhanced the association of local and scientific bird names (<xref ref-type="bibr" rid="B41">Ortega-&#xc1;lvarez and Casas, 2022</xref>; <xref ref-type="bibr" rid="B42">Ortega-&#xc1;lvarez et&#xa0;al., 2022</xref>). When different related species received a unique local name (e.g., hummingbirds), we used the family or the genus names for data analyses. If we were unable to identify the bird species mentioned by the people (i.e., 11 cases), we excluded them from the analyses.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Bird classification according to species biological traits</title>
<p>We built a local pool of species that included the birds mentioned by the interviewees (salient birds) and other species that were overlooked by community members (non-salient birds) but that are present in the territory of the community according to previous studies (<xref ref-type="bibr" rid="B41">Ortega-&#xc1;lvarez and Casas, 2022</xref>; <xref ref-type="bibr" rid="B42">Ortega-&#xc1;lvarez et&#xa0;al., 2022</xref>) and observations performed by the authors in the site. For each species, we included biological information that we suspected to influence people&#x2019;s awareness on birds, such as color, size, vocal activity, detectability, abundance, daily activity pattern, habitat, and residence status. Moreover, we annotated the bird taxonomic family following <xref ref-type="bibr" rid="B11">Chesser et&#xa0;al. (2022)</xref>. A detailed description of the species biological traits that were used for the study are shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Description of the biological traits that we used for assessing salient birds of Zacualpan, Mexico.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Biological trait</th>
<th valign="top" align="left">Type</th>
<th valign="top" align="left">Subcategories and specifications</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Color</td>
<td valign="top" align="left">Categorical</td>
<td valign="top" align="left">
<italic>Very noticeable</italic>: mostly green, red, orange, and light blue colored birds.<break/>
<italic>Noticeable</italic>: birds with bright colors (e.g., yellow, white) or a combination of light and dark coloring.<break/>
<italic>Poorly noticeable</italic>: dull colored birds (e.g., grey, brown, black), with monochromatic or camouflaged plumage.</td>
</tr>
<tr>
<td valign="top" align="left">Size</td>
<td valign="top" align="left">Numerical</td>
<td valign="top" align="left">Bill length measured from tip of bill to tip of tail.</td>
</tr>
<tr>
<td valign="top" align="left">Vocal activity</td>
<td valign="top" align="left">Categorical</td>
<td valign="top" align="left">
<italic>Very vocal</italic>: birds that vocalize for large periods, produce high volume vocalizations, or are very familiar for local people.<break/>
<italic>Vocal</italic>: birds that usually vocalize.<break/>
<italic>Poorly vocal</italic>: birds that do not frequently vocalize, have a low volume of vocalization, or are barely appreciated by local people.</td>
</tr>
<tr>
<td valign="top" align="left">Detectability</td>
<td valign="top" align="left">Categorical</td>
<td valign="top" align="left">
<italic>Conspicuous</italic>: species are easily noted because of their bold habits, are frequently seen or heard in open habitats.<break/>
<italic>Inconspicuous</italic>: shy species, which might also inhabit densely vegetated areas, and are usually unperceived by people.</td>
</tr>
<tr>
<td valign="top" align="left">Abundance</td>
<td valign="top" align="left">Categorical</td>
<td valign="top" align="left">
<italic>Common</italic>: the species might be recorded daily in large numbers, in proper habitat and season.<break/>
<italic>Fairly common</italic>: the species might be recorded in small numbers on most days, in proper habitat and season.<break/>
<italic>Uncommon</italic>: the species might not be seen daily, but could be recorded at least once a week in small numbers, in proper habitat and season.<break/>
<italic>Rare</italic>: the species is unlikely to be seen even in proper habitat and season, and only in small numbers.</td>
</tr>
<tr>
<td valign="top" align="left">Daily activity pattern</td>
<td valign="top" align="left">Categorical</td>
<td valign="top" align="left">
<italic>Diurnal</italic>: the species is mostly active during daytime.<break/>
<italic>Nocturnal</italic>: the species is mostly active during nighttime.</td>
</tr>
<tr>
<td valign="top" align="left">Habitat</td>
<td valign="top" align="left">Categorical</td>
<td valign="top" align="left">
<italic>Terrestrial</italic>: the species does not live at or is not associated with bodies of water.<break/>
<italic>Aquatic</italic>: the species lives at or is very associated with bodies of water.</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Residence status</td>
<td valign="top" rowspan="2" align="left">Categorical</td>
<td valign="top" align="left">
<italic>Year-round resident</italic>: the species lives in the area throughout the year.</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Migratory</italic>: the species is present in the area only for winter or summer periods.</td>
</tr>
<tr>
<td valign="top" align="left">Family</td>
<td valign="top" align="left">Categorical</td>
<td valign="top" align="left">Taxonomic family of the species.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Size followed that provided by <xref ref-type="bibr" rid="B27">Howell and Webb (1995)</xref>; when two measurements were given (e.g., male and female), we employed a mean size value. We utilized the abundance categories suggested by <xref ref-type="bibr" rid="B27">Howell and Webb (1995)</xref>, but we classified species according to our observations from the site. Family was determined following <xref ref-type="bibr" rid="B11">Chesser et&#xa0;al. (2022)</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Relations between species traits and salient birds</title>
<p>We used a clustering analysis to detect strong relations between species traits and salience of birds with the R package ClustOfVar (<xref ref-type="bibr" rid="B10">Chavent et&#xa0;al., 2012</xref>). Specifically, we employed a hierarchical clustering algorithm that enables lumping both numerical and categorical variables. This approach is based on a principal component method for qualitative and quantitative variables (<xref ref-type="bibr" rid="B29">Kiers, 1991</xref>). Cluster variables are defined as homogeneous when they are strongly linked, which is measured by the squared Pearson correlation (quantitative variables) and by the correlation ratio (qualitative variables) (<xref ref-type="bibr" rid="B10">Chavent et&#xa0;al., 2012</xref>). In this way, we were able to arrange a mixture of qualitative and quantitative variables for our assessment, as an alternative to a Principal Component Analysis (only suitable for numerical data) or to a Multiple Correspondence Analysis (restricted to categorical data). A detailed description of the method can be consulted in <xref ref-type="bibr" rid="B10">Chavent et&#xa0;al. (2012)</xref>.</p>
<p>Clustering was performed for three different analyses. First, we constructed a dendrogram for the entire pool of species registered in the area by lumping their biological traits and their salience status. Salience status included two mutually-exclusive categories: salient and non-salient species. Salient birds were those species mentioned by the community members during the interviews, whereas non-salient birds were represented by overlooked species by the interviewees, but that were present in the territory of the community (<xref ref-type="bibr" rid="B41">Ortega-&#xc1;lvarez and Casas, 2022</xref>; <xref ref-type="bibr" rid="B42">Ortega-&#xc1;lvarez et&#xa0;al., 2022</xref>). This first analysis enabled us to determine which biological traits might be used to discriminate between salient and non-salient birds.</p>
<p>In our second analysis, we investigated which biological traits had strong relationships exclusively among salient birds. Thus, we removed non-salient species and clustered the Sutrop Index values of salient birds with their biological traits. Finally, through our third analysis we explored which cultural associations were heavily related with salient species by clustering cultural associations of local birds with the Sutrop Index value of each species. Biological traits and cultural associations were assessed in separated analyses (second and third analyses, respectively) to facilitate the interpretation of the results.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<p>On average, 8.7 birds (standard deviation: 7.3) were listed per interviewed person. The mode of our data set was 3. The highest number of names (32) was provided by two people, whereas the majority of members of the sample (n = 30; 75%) listed up to 10 species. Our local pool of birds included 130 species (<xref ref-type="supplementary-material" rid="SM1">
<bold>Appendix 1</bold>
</xref>), of which 58 (44.6%) were listed by the interviewees (salient birds; <xref ref-type="supplementary-material" rid="SM1">
<bold>Appendix 2</bold>
</xref>) and 72 (55.4%) were not mentioned by people at all (non-salient birds). The highest Sutrop Index values corresponded to the West Mexican Chachalaca (<italic>Ortalis poliocephala</italic>), Inca Dove (<italic>Columbina inca</italic>), Orange-fronted Parakeet (<italic>Eupsittula canicularis</italic>), and White-winged Dove (<italic>Zenaida asiatica</italic>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Appendix 2</bold>
</xref>). The cultural association that contained more local birds was beliefs (19 species), followed by food (12 species), crop damage (8 species), and pets (5 species) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Appendix 2</bold>
</xref>). Poorly noticeable (26 species), medium sized (21-30&#xa0;cm; 18 species), very vocal (21 species), and conspicuous birds (36 species) were usually mentioned by members of the sample. Common (21 species), diurnal (56 species), terrestrial (53 species), and year-round resident birds (52 species) were also the most frequently listed birds. Species from the families Columbidae (8 species), Cuculidae (4 species), Icteridae (4 species), and Picidae (4 species) were commonly included among the salient birds (<xref ref-type="supplementary-material" rid="SM1">
<bold>Appendix 2</bold>
</xref>).</p>
<sec id="s3_1">
<label>3.1</label>
<title>Cultural associations, biological traits, and salience of birds</title>
<p>We determined that food and crop damage were the cultural associations with the strongest relations with Sutrop Index Values of salient birds (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Our clustering analysis about the relation between biological traits and salience status of the local pool of birds (salient <italic>vs</italic>. non-salient species) suggested that salience was tightly related with residence status and vocal activity of species (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). When solely focusing over salient birds, we had to exclude daily activity pattern and habitat traits from the analysis because both enclosed only a few species (2 and 5, respectively). Then, we observed that Sutrop Index values were strongly related with abundance (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Moreover, the cluster that was conformed by these two variables was closely related with the one comprised by color and detectability.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Relations between cultural associations and Sutrop Index values of salient birds of Zacualpan, Mexico. Sutrop = Sutrop Index values of salient birds.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-04-1215967-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Relations between biological traits and the salience status of the pool of birds of Zacualpan, Mexico. Salience = salience status (salient <italic>vs</italic>. non-salient species); Residence = residence status; Activity = daily activity pattern.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-04-1215967-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Relations between biological traits and Sutrop Index values of salient birds of Zacualpan, Mexico. Sutrop = Sutrop Index values of salient birds.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-04-1215967-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Although most interviewees were farmers who usually experience an intimate contact with wildlife, only a minority of them (15%) were able to name a considerable number of local birds (16-32 spp.), whereas most people (85%) listed less than 15 species. This is relevant for our study as it determined the variability of lists&#x2019; length that we used for the analyses, suggesting that local bird knowledge might be unequally distributed within Zacualpan. Such pattern is consistent with previous studies from the site, which found that traditional knowledge on birds is declining (<xref ref-type="bibr" rid="B41">Ortega-&#xc1;lvarez and Casas, 2022</xref>). According to our observations in the field, we suggest that the personal interest on traditions and biodiversity might be a key factor determining salience, as it influences the desire to create, apply, and maintain the traditional use and knowledge of biocultural resources (<xref ref-type="bibr" rid="B58">Wyndham, 2010</xref>). Future studies might explore such individual variation on local bird knowledge.</p>
<p>We observed that there was a strong link between salient birds and human feeding. For instance, birds were locally appreciated as a source of food. However, hunting is locally forbidden, which might increase the populations of common game species (e.g., West Mexican Chachalaca, White-winged Dove), but might jeopardize the maintenance of traditional practices and knowledge associated with the local avifauna. As suggested by elders from the community, the latter might be true because hunting provided the opportunity to community members (i.e., young people) to learn about and appreciate birds. This situation is paradoxical because a biodiversity conservation measure (i.e., hunting ban) might has a proximate benefit to bird demography, but might be ultimately compromising traditional knowledge and wildlife appreciation. Thus, if hunting has to be banned, we suggest that such policy should be accompanied by the promotion of complementary activities for reducing its negative impact on local cultural practices. For example, birdwatching could be promoted to mimic hunting related activities, including the opportunity to learn about avian identification, tracking, and behavior (<xref ref-type="bibr" rid="B50">Sheard, 1999</xref>). Moreover, the establishment of wildlife management units within the community might provide a local alternative to hunting for accessing to wild meat (<xref ref-type="bibr" rid="B19">Espino-Barros et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B12">Contreras-Hern&#xe1;ndez, 2021</xref>).</p>
<p>Birds were also relevant for other aspect of human feeding: food production. In particular, our study showed that local birds have a cultural relevance as a threat to crops (<xref ref-type="bibr" rid="B2">Anderson et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B31">Linz et&#xa0;al., 2015</xref>). Nevertheless, we perceived through people&#x2019;s comments that these animals might not impose huge problems to local farming practices as others do, including mammals (e.g., Collared Peccary - <italic>Dicotyles tajacu</italic>, White-nosed Coati - <italic>Nasua narica</italic>) and insects (e.g., ants of the genus <italic>Atta</italic>) (<xref ref-type="bibr" rid="B33">Lofgren, 1986</xref>; <xref ref-type="bibr" rid="B45">Pi&#xf1;a-Covarrubias et&#xa0;al., 2022</xref>). Additionally, some farmers mentioned that birds were important agricultural pests long time ago, but their numbers and negative associated impacts on crops were reduced after the introduction of agrochemicals. Further research on this topic deserves special attention to understand the effects of industrial pesticides and fertilizers on the local avifauna.</p>
<p>We showed that salient and non-salient birds might be differentiated by their residence status and vocal activity. Local awareness on year-round resident birds might be linked with the possibility to observe their full annual cycle across the territory of the community, including courtship, mating, nesting, hatching, and fledgling stages. Such events are almost impossible to be locally noticed for migratory birds because they mostly happen at distant breeding grounds (<xref ref-type="bibr" rid="B15">DeGraaf and Rappole, 1995</xref>). Vocal activity might be specially relevant for the appreciation of year-round resident birds, as they usually initiate singing behavior during the onset of the reproductive period (<xref ref-type="bibr" rid="B47">Rubolini et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B20">Furnas and McGrann, 2018</xref>). Bird songs are usually attractive for people, influencing the conformation of common names, myths, and species&#x2019; selection for cage birds (<xref ref-type="bibr" rid="B54">Tidemann and Gosler, 2010</xref>; <xref ref-type="bibr" rid="B16">de Oliveira et&#xa0;al., 2018</xref>). Moreover, songs play an important role in the local identification of species, to the extent that community members were more familiarized with the sounds of certain birds than with their visual aspect (e.g., wrens - Troglodytidae, Blue Mockingbird - <italic>Melanotis caerulescens</italic>, Lesser Ground-Cuckoo - <italic>Morococcyx erythropygus</italic>).</p>
<p>Abundance was the biological trait that related the most with salience. A species that could be recorded daily in large numbers might facilitate people&#xb4;s chances to use and learn from it, or simply encounter it in everyday situations (<xref ref-type="bibr" rid="B9">Celis-Diez et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B30">Ladle et&#xa0;al., 2019</xref>). Other biological traits that were of secondary importance for salient birds were color and detectability. Noticeable colors are usually appreciated by people (<xref ref-type="bibr" rid="B3">Andrade et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B48">Senior et&#xa0;al., 2022</xref>), for example the bright green of parrots (Psittacidae) or the deep orange of orioles (Icteridae). Finally, bold habits of conspicuous birds might facilitate direct observations by community members, increasing cultural knowledge and awareness (<xref ref-type="bibr" rid="B9">Celis-Diez et&#xa0;al., 2017</xref>).</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>We acknowledge that we might have missed to detect other salient birds for particular members of the community of Zacualpan, as our sample represented about 2% of the population living in the area. This apparently reduced sample size is associated with the time- and effort-consuming methodologies that we used for performing our research. Still, the qualitative methods that we employed provide meaningful, representative, locally contextualized, and high-quality results (<xref ref-type="bibr" rid="B18">Drury et&#xa0;al., 2011</xref>), which enabled us to have a better understanding on the biological and cultural traits that are associated with salient birds. Our findings could be locally employed to guide environmental education actions, conservation initiatives, and public policies (<xref ref-type="bibr" rid="B59">Wyndham and Park, 2018</xref>). For example, given that local interest on birds is decreasing (<xref ref-type="bibr" rid="B41">Ortega-&#xc1;lvarez and Casas, 2022</xref>), workshops focused on resident, abundant, and vocal species might aid to attract and increase the attention of people towards these animals. Moreover, we suggest that hunting regulations in the community deserve to be reassessed, as this activity simultaneously provide food and educational opportunities for the welfare of the local population. Because governmental and social perception external to the community might reduce its acceptance, alternative activities to hunting (e.g., birdwatching, wildlife management units) might be considered to fulfill sustenance and learning needs of the community.</p>
<p>Our study provides a valuable route to identify cultural and biological factors that influence animal relevance to human communities. This type of assessments is expected to vary among sites and cultures, as other human groups may utilize, appreciate, and understand in different ways the biological diversity that surrounds them (<xref ref-type="bibr" rid="B28">Jain, 2000</xref>; <xref ref-type="bibr" rid="B30">Ladle et&#xa0;al., 2019</xref>). Also, variations among avian species might have a differential impact on human appreciation (<xref ref-type="bibr" rid="B1">Alc&#xe1;ntara-Salinas et&#xa0;al., 2022</xref>). Other factors that should deserve future investigation include intergenerational changes of attitudes towards nature, human migration, globalization, personal abilities on bird identification, and the modification of species distribution as a consequence of climate fluctuation. Because human perception is dynamic, temporal variation on the traits that determine biocultural salient birds should deserve special attention by forthcoming research. Although this study focused on birds, assorted biological groups might be assessed through a similar approach. Moreover, this research might serve to future studies as a baseline to design survey tools (e.g., questionnaires, interviews) for understanding differences on the perception of biodiversity among distinct sectors of the community.</p>
<p>We recognize that methods, analyses, and interpretations of results depend on the positionalities of researchers (<xref ref-type="bibr" rid="B25">Hill et&#xa0;al., 2023</xref>). However, our approach might serve as a starting point to further investigations, even if they have positionalities of their own. The proposals and interpretations derived from this study should be discussed with the community, as our visions and suggestions might be influenced by our position as conservationists of biocultural diversity. Still, we believe that the results associated with our research could also serve as a guideline to set the dialogue with community members and construct a biocultural conservation agenda that follows the interests, needs, perceptions, and limitations of the local population.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>Ethical review and approval was not required for the study on human participants in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements. Local authorities and interviewees granted permission to perform surveys. Ethical review and approval was not required for the animal study because research on vertebrates was bibliographical and based on information provided by people.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>RO-A and AC conceived the study. RO-A collected and analyzed the data. RO-A and AC interpreted the data and wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This work was funded with the projects PAPIIT, DGAPA, UNAM (IN224023) and CONACYT (A1-S-14306).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We appreciate the permits granted since 2020 by the community of Zacualpan for the development of this and other associated studies. In particular, we acknowledge the assistance of Jes&#xfa;s Santos, Armando Santos, and Dionisio Zamora. We are grateful to all the people of the community who agreed to participate in the interviews. The authors acknowledge the support from CONACYT through the Red Nacional de Jardines Etnobiol&#xf3;gicos, Investigadoras e Investigadores por M&#xe9;xico (RO-A: CVU 327503), and financial support to the research project A1-S-14306; we also recognize financial aid from PAPIIT-DGAPA, UNAM project IN224023. We thank the three reviewers of the manuscript, as their comments enhanced the quality of our work.</p>
</ack>
<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>
<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/fcosc.2023.1215967/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcosc.2023.1215967/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.csv" id="SM1" mimetype="text/csv"/>
<supplementary-material xlink:href="DataSheet_2.csv" id="SM2" mimetype="text/csv"/>
</sec>
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