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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sustain. Cities</journal-id>
<journal-title>Frontiers in Sustainable Cities</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Cities</abbrev-journal-title>
<issn pub-type="epub">2624-9634</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/frsc.2022.1103835</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sustainable Cities</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Release experiments as an indicator of flying activities of stingless bees in urban areas</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Arena</surname> <given-names>Mariana V. N.</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="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2107375/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Toppa</surname> <given-names>Rog&#x000E9;rio H.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Martines</surname> <given-names>Marcos</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Alves-dos-Santos</surname> <given-names>Isabel</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/532925/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Programa de P&#x000F3;s-Gradua&#x000E7;&#x000E3;o em Ecologia, Instituto de Bioci&#x000EA;ncias, Universidade de S&#x000E3;o Paulo</institution>, <addr-line>S&#x000E3;o Paulo, SP</addr-line>, <country>Brazil</country></aff>
<aff id="aff2"><sup>2</sup><institution>Departamento de Ci&#x000EA;ncias Ambientais, N&#x000FA;cleo de Estudos em Ecologia da Paisagem e Conserva&#x000E7;&#x000E3;o, Universidade Federal de S&#x000E3;o Carlos</institution>, <addr-line>Sorocaba, SP</addr-line>, <country>Brazil</country></aff>
<aff id="aff3"><sup>3</sup><institution>Departamento de Geografia, Turismo e Humanidades, N&#x000FA;cleo de Estudos em Ecologia da Paisagem e Conserva&#x000E7;&#x000E3;o, Universidade Federal de S&#x000E3;o Carlos</institution>, <addr-line>Sorocaba, SP</addr-line>, <country>Brazil</country></aff>
<aff id="aff4"><sup>4</sup><institution>Departamento de Ecologia, Instituto de Bioci&#x000EA;ncias, Universidade de S&#x000E3;o Paulo</institution>, <addr-line>S&#x000E3;o Paulo, SP</addr-line>, <country>Brazil</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: L&#x000E9;o Correia da Rocha-Filho, Federal University of Uberlandia, Brazil</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Leopoldo Alvarez, Universidad Nacional de La Plata, Argentina; William De Jes&#x000FA;s May Itz&#x000E1;, Universidad Aut&#x000F3;noma de Yucat&#x000E1;n, Mexico</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Mariana V. N. Arena &#x02709;<email>mari.arena&#x00040;usp.br</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Urban Greening, a section of the journal Frontiers in Sustainable Cities</p></fn></author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>4</volume>
<elocation-id>1103835</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Arena, Toppa, Martines and Alves-dos-Santos.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Arena, Toppa, Martines and Alves-dos-Santos</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>Contemporary urban ecology views cities as heterogeneous and dynamic ecosystems, composed of biotic, physical, social, and man-made systems. In this context, urban beekeeping stands out as a growing practice that demands further studies. Many species of stingless bees (tribe Meliponini) have adapted to urban areas, while others are more sensitive. The composition of the surroundings where the beehive is located is important for the health of the nests and quality of the bee products. This work used bee capture and release techniques to evaluate the use of this methodology for releasing and monitoring native bees in urban areas and to identify whether proportion of green and gray urban nature areas affect the flying activities of stingless bees in an urban landscape. We used nests of <italic>Melipona quadrifasciata</italic> (manda&#x000E7;aia), a species of stingless bee native to the Atlantic Rainforest, from three meliponaries located in different parts of the city of S&#x000E3;o Paulo. The travel time of bees in the landscape were related to the green urban areas up to 900 m in diameter from the meliponaries. Although we did not find a relationship between green areas and bee return times and numbers, it was noticeable that there was variation between the study areas, indicating that the release and monitoring methodology can be used in urban areas following the recommended modifications.</p></abstract>
<kwd-group>
<kwd>urban ecology</kwd>
<kwd>urban biodiversity</kwd>
<kwd>urban green nature</kwd>
<kwd>urban gray nature</kwd>
<kwd>urban meliponaries</kwd>
<kwd>stingless beekeeping</kwd>
<kwd><italic>Melipona quadrifasciata</italic></kwd>
<kwd>manda&#x000E7;aia</kwd>
</kwd-group>
<contract-sponsor id="cn001">Coordena&#x00C3;&#x000A7;&#x000C3;&#x000A3;o de Aperfei&#x000C3;&#x000A7;oamento de Pessoal de N&#x000C3;vel Superior<named-content content-type="fundref-id">10.13039/501100002322</named-content></contract-sponsor>
<contract-sponsor id="cn002">Funda&#x000C3;&#x000A7;&#x000C3;&#x000A3;o de Amparo &#x000C3;&#x000A0; Pesquisa do Estado de S&#x000C3;&#x000A3;<named-content content-type="fundref-id">10.13039/501100001807</named-content></contract-sponsor>
<contract-sponsor id="cn003">Rufford Foundation<named-content content-type="fundref-id">10.13039/100007463</named-content></contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="41"/>
<page-count count="10"/>
<word-count count="5453"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>1. Introduction</title>
<p>Within the contemporary scope of the urban ecology, cities are studied as heterogeneous and dynamic ecosystems, composed of biotic, physical, social and built complexes (Cadenasso and Pickett, <xref ref-type="bibr" rid="B9">2008</xref>). Wachsmuth and Angelo (<xref ref-type="bibr" rid="B38">2018</xref>) defined two representations of urban nature that can characterize urban sustainability policy: green urban nature and gray urban nature. Green urban nature encompasses all vegetation forms that can be found in urban areas (e.g., street trees, gardens, plazas, grass), while gray urban nature includes other sustainable urban spaces, such as dense urban cores and buildings (Wachsmuth and Angelo, <xref ref-type="bibr" rid="B38">2018</xref>). About gray urban nature features, urban areas have a high percentage of impermeable surfaces and buildings, which influence the local microclimate not only by replacing natural forest areas and altering the natural flow of water systems, but also by intensely absorbing solar radiation, creating heat islands (Yuan and Bauer, <xref ref-type="bibr" rid="B40">2007</xref>; Hamblin et al., <xref ref-type="bibr" rid="B16">2018</xref>). A road, for example, can act as a barrier to flying insects, and the composition of these organisms can differ between the two sides of the road (Andersson et al., <xref ref-type="bibr" rid="B1">2017</xref>).</p>
<p>Regarding green urban nature features, urban areas not only contain remnants of patches of vegetation (Pickett and Cadenasso, <xref ref-type="bibr" rid="B27">2012</xref>), but also feature resources not native to the region, distributed in gardens and green areas (Kaluza et al., <xref ref-type="bibr" rid="B18">2016</xref>; Silva and Kleinert, <xref ref-type="bibr" rid="B33">2020</xref>), and resource heterogeneity distinctly influence both bee dynamics and diet (Banaszak-Cibicka et al., <xref ref-type="bibr" rid="B4">2016</xref>; Dylewski et al., <xref ref-type="bibr" rid="B13">2019</xref>). Urban gardens, for example, can act as providers of floral resources and refuge for bees and other pollinators when resources are scarce (Langellotto et al., <xref ref-type="bibr" rid="B21">2018</xref>), and urban green areas can provide habitat for several species of nesting bees pre-existing cavities (Rocha-Filho et al., <xref ref-type="bibr" rid="B29">2020</xref>).</p>
<p>In this context, meliponiculture, the breeding and management of stingless bees (Meliponini tribe), is an increasingly common modern practice in urban areas in the west hemisphere that demands further studies (Cortopassi-Laurino et al., <xref ref-type="bibr" rid="B11">2006</xref>; Venturieri et al., <xref ref-type="bibr" rid="B37">2013</xref>). Brazil has a great diversity of stingless bee species which increasingly attract the interest of society, whether to produce specialty honeys and marketable products, for conservation and educational purposes or as a leisure activity (Koser et al., <xref ref-type="bibr" rid="B20">2020</xref>). Recent updates in federal (Brasil, <xref ref-type="bibr" rid="B6">2020</xref>) and state (S&#x000E3;o Paulo, <xref ref-type="bibr" rid="B32">2021</xref>) legislation have helped regulate the practice of rearing these native bees, which have advantages over honeybees (<italic>Apis mellifera</italic> Linnaeus, 1758) because they are native, have special honeys and are not harmful to humans.</p>
<p>Some species such as &#x0201C;yellow jata&#x000ED;&#x0201D; (<italic>Tetragonisca angustula</italic> Latreille, 1811) and &#x0201C;arapu&#x000E1;&#x0201D; (<italic>Trigona spinipes</italic> Fabricius, 1793) have adapted to urban areas and live in anthropic habitats (Sousa et al., <xref ref-type="bibr" rid="B35">2002</xref>), being able to nest both in tree trunks and in artificial structures, such as hollow walls (Silveira et al., <xref ref-type="bibr" rid="B34">2002</xref>). Other species, however, such as those of the genus <italic>Melipona</italic>, are more sensitive and have not adapted so well to these new environments (Pioker-Hara et al., <xref ref-type="bibr" rid="B28">2014</xref>). <italic>Melipona</italic> bees can suffer adverse effects of deforestation and can be considered indicators of landscape change (Brown and Albretcht, <xref ref-type="bibr" rid="B8">2001</xref>), mainly due to the necessity of finding large cavities for nesting, such as large trees, which are rare in urban areas (Pioker-Hara et al., <xref ref-type="bibr" rid="B28">2014</xref>). Thus, their breeding requires experience of the stingless beekeeper and additional handling of nest, as well as greater availability and diversity of plant species in the area where they are located (Oliveira-Abreu et al., <xref ref-type="bibr" rid="B26">2014</xref>; Andrade et al., <xref ref-type="bibr" rid="B2">2019</xref>), in addition to beekeeping programs that aim to maintain regional biodiversity (Brown and Albretcht, <xref ref-type="bibr" rid="B8">2001</xref>). However, the potential of <italic>Melipona</italic> bees for beekeeping is excellent, even in urban areas, not only for the creation and commercialization of unique bee products, but also to contribute to the conservation of this endangered species, combining the need to increase the number of these individuals with the conservation of forest remnants and their plant-pollinator interactions.</p>
<p>Although beekeepers provide their hives with energy and protein artificial supplements, it is essential for the maintenance of the nests that the bees forage and seek natural sources of nectar and pollen to meet all their nutritional needs that maintain the health of the colony. Thus, it is known that the composition and proportion of the landscape directly affect the richness of resources (pollen) collected by stingless bees (Machado et al., <xref ref-type="bibr" rid="B22">2020</xref>). The arrangement and distribution of trees and shrubs and the presence of tall structures such as buildings (Forman, <xref ref-type="bibr" rid="B14">2016</xref>), for example, are green and gray interferences that affect organisms in urban areas. In addition, stingless bees have diversified flight ranges, which define how far a bee can go to reach best quality floral resources. Maximum flight distances can reach more than 2,000 m for <italic>Melipona</italic> bees (Roubik and Aluja, <xref ref-type="bibr" rid="B30">1983</xref>). However, in methodologies involving capture and release, bees typically do not return to the colonies when they are released at distances greater than 1,000 m, and only stingless bees of the genera <italic>Melipona</italic> and <italic>Trigona</italic> return from these distances (Ara&#x000FA;jo et al., <xref ref-type="bibr" rid="B3">2004</xref>; Greenleaf et al., <xref ref-type="bibr" rid="B15">2007</xref>). Still, the real distances that bees travel for foraging depend on the attractiveness of the resources to compensate for their distance from the nest and on the availability of alternative resources nearby, so that they usually do not exceed 500 m (Heard, <xref ref-type="bibr" rid="B17">1999</xref>). Nevertheless, none of the mentioned studies were carried out in urban areas, so nothing is known about the flight ranges of these bees in this landscape context.</p>
<p>In this context, the bee flying activities on urban landscapes need further studies to better understand their foraging and pollination dynamics. In this work we used bee capture and release techniques to identify whether green infrastructure affect the activity of stingless bees and to evaluate the effectiveness of this method in an urban landscape. Therefore, we aimed to answer: can the methodology for releasing and monitoring native bees be used in urban areas? What is the role of green and gray infrastructure in the capacity and return time of bees to the hive?</p></sec>
<sec sec-type="materials and methods" id="s2">
<title>2. Materials and methods</title>
<sec>
<title>2.1. Study area and species</title>
<p>The study was carried out in the city of S&#x000E3;o Paulo, state of S&#x000E3;o Paulo, Brazil, and the target species chosen was <italic>Melipona quadrifasciata</italic> Lepeletier 1836 (typically called manda&#x000E7;aia). S&#x000E3;o Paulo is a large metropolis, being the most populous city in Brazil and the fifth most populated in the world, with more than 20 million inhabitants (World Population Review, <xref ref-type="bibr" rid="B39">2022</xref>). Of the total area of the municipality, 735.99 km<sup>2</sup> (48.18%) are composed of vegetal cover, including areas of natural cover, regeneration, reforestation, etc., being 21% of natural Atlantic Forest vegetal cover (S&#x000E3;o Paulo, <xref ref-type="bibr" rid="B31">2020</xref>). The municipality&#x00027;s rural area represents 31.78% of the territory, from which 79.37% are vegetation cover, while the urban area represents 68.22% of the territory, from which only 33.65% are of vegetation cover (S&#x000E3;o Paulo, <xref ref-type="bibr" rid="B31">2020</xref>).</p>
<p>Manda&#x000E7;aia is an important species native to the Atlantic Forest (Nogueira-Neto, <xref ref-type="bibr" rid="B24">1997</xref>; Michener, <xref ref-type="bibr" rid="B23">2007</xref>; Camargo et al., <xref ref-type="bibr" rid="B10">2013</xref>) and is commonly breed in meliponaries in the state of S&#x000E3;o Paulo. This species is typical from forest environments (Silveira et al., <xref ref-type="bibr" rid="B34">2002</xref>), so it is very sensitive to the loss of habitat, that is the reality of urban areas. Manda&#x000E7;aia was chosen because it is native to the region, it has a valuable potential for the beekeeper, and it is one of the favorites among breeders, mainly in urban areas.</p></sec>
<sec>
<title>2.2. Data collection</title>
<p>Three landscapes were selected to compose a gradient of green-gray urban nature, where meliponaries used to collect bees for the experiment were located (<xref ref-type="fig" rid="F1">Figure 1</xref>). To ensure that all hives of manda&#x000E7;aia were in similar condition, nests were monitored during 6 months (autumn and winter) and fed with syrup (sugar solution: 50% water; 50% organic sugar). The experiments took place in early spring (September 2022). For each study area (meliponary) the bees were randomly divided into three groups of 15 individuals (<italic>n</italic> = 45), and bees were marked with a water-based colored pen (POSCA PC-5M), so that each group was assigned to a color. Bees were placed in plastic pots (100 ml) according to their groups, and immediately transported in thermic boxes with ice. Considering that bees typically do not return to the colonies when they are released at distances greater than 1,000 m (Ara&#x000FA;jo et al., <xref ref-type="bibr" rid="B3">2004</xref>; Greenleaf et al., <xref ref-type="bibr" rid="B15">2007</xref>), we established a maximum release distance of 900 m. For each study area, groups of bees were released at three distances from the nest: 300 m (subbuffer 1), 600 m (subbuffer 2), and 900 m (subbuffer 3), and the direction in which the releases were made was randomized (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Location of study areas <bold>(A&#x02013;C)</bold> (meliponaries) in the city of S&#x000E3;o Paulo, state of S&#x000E3;o Paulo, Brazil, showing coverage regions, urban green and gray nature areas, and bees&#x00027; release spots and coverage regions.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frsc-04-1103835-g0001.tif"/>
</fig>
<p>The releases of bees from each nest were carried out on the same day of collection, on sunny days, between 8:00 am and 9:00 am. The releases started from the closest point (300 m) to the farthest (900 m), and the exact time of each release was noted. A video camera monitoring system was used to check how many individuals returned to the nests and how long they took to return. A webcam was installed at the entrance of the nest and connected to a notebook to record the bees arriving to the hive, for 3 h after the last bee was released. The images were analyzed to obtain the arrival times of the bees of each release group (visually identified by color) to the nest.</p></sec>
<sec>
<title>2.3. Spatial analysis</title>
<p>The land cover for each study area was classified as &#x0201C;green urban nature&#x0201D; and &#x0201C;gray urban nature&#x0201D; (<xref ref-type="fig" rid="F1">Figure 1</xref>). The classification was performed with Sentinel satellite images, using as a filter the temporal space of 1 year (08/30/21 to 22), to obtain the median with the most characteristic classification of the spectral response of that image. Having the meliponaries as a central point, 900 m radius buffers were generated to demarcate the coverage regions around each study area. Filters were created based on the NDVI and EVI bands, in order to obtain specific responses regarding the presence of vegetation cover. The automatic classification of land uses was performed using the Earth Engine platform using the &#x0201C;random forest&#x0201D; classifier, and the training was performed 1,000 times to verify the best classification. Finally, to confirm the accuracy of the classification, confusion matrices were generated.</p></sec>
<sec>
<title>2.4. Data analysis</title>
<p>For each bee individual that returns to the nest, the difference between the time of release and the time of record was calculated to obtain the number of individuals that returned per nest and the return times (in minutes). Generalized linear models (GLMs) with gamma and poisson distributions were created to verify the relationship between the response variables and the predictor variables, in order to identify which parameters influenced the return time intervals (minutes) of bees. Data were organized in Excel and statistical analysis were performed using the Jamovi 2.2.5 software.</p>
<p>We estimated if there were differences in the return times between subbuffers within buffers, assuming subbuffers categories as predictor variables. To find if there were differences due to the distances of the release points (subbuffers) within coverage regions (buffers), we generated GLMs for buffer A considering subbuffers A1 (300 m), A2 (600 m), and A3 (900 m); for buffer B considering subbuffers B1 (300 m), B2 (600 m), and B3 (900 m); and for buffer C considering subbuffers C1 (300 m), C2 (600 m), and C3 (900 m).</p>
<p>Additionally, we answered if there were differences in return time between the cover regions, assuming buffers as predictor variables. Finally, we wanted to know if there was a relationship between the vegetation amount and the return time. Therefore, data was organized considering the total vegetation area (Km<sup>2</sup>) and number of patches (NP) as predictor variables.</p></sec></sec>
<sec sec-type="results" id="s3">
<title>3. Results</title>
<p>Exploratory analysis showed that in study area C bees took longer to return from the release points to the nest, followed by the bees from the areas B and A, respectively (<xref ref-type="fig" rid="F2">Figure 2</xref>). Study area A presented the higher number of returning bees (31), followed by areas C (24) and B (21) (<xref ref-type="fig" rid="F2">Figures 2</xref>&#x02013;<xref ref-type="fig" rid="F4">4</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Dispersion graph showing the return time (minutes) of each bee according to the release point distance for each study area (A, B, C).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frsc-04-1103835-g0002.tif"/>
</fig>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Total number of returning bees per study cover regions (A, B, C) and subbuffers (1, 2, 3, and total).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frsc-04-1103835-g0003.tif"/>
</fig>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Plots accounting the number of bees that returned to the nest after release for each study area (A,B,C).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frsc-04-1103835-g0004.tif"/>
</fig>
<p>Models regarding return time comparisons between subbuffers within coverage buffers (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F5">Figure 5</xref>) showed no significant differences, except for subbuffers C1 and C3 (<italic>p</italic> &#x0003C; 0.001). Differences in return time between buffers showed significant differences between study areas A and B and between areas A and C (<xref ref-type="table" rid="T2">Table 2</xref>; <xref ref-type="fig" rid="F6">Figure 6</xref>). We did not find statistically significant differences between the vegetation area and the return time or between the number of patches and the return time (<xref ref-type="table" rid="T3">Table 3</xref>). Detailed results of the generated models are available in the <xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><italic>Post-hoc</italic> comparison tests for the generalized linear models regarding differences between subbuffers.</p></caption>
<table frame="box" rules="all">
<thead><tr style="background-color:#919497">
<th valign="top" align="left"><bold>Subbuffer</bold></th>
<th valign="top" align="left"><bold>Subbuffer</bold></th>
<th valign="top" align="center"><bold>Difference</bold></th>
<th valign="top" align="center"><bold>SE</bold></th>
<th valign="top" align="center"><bold>Z</bold></th>
<th valign="top" align="center"><bold>P<sub>bonferroni</sub></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A1</td>
<td valign="top" align="left">A2</td>
<td valign="top" align="center">&#x02212;14.0</td>
<td valign="top" align="center">10.5</td>
<td valign="top" align="center">&#x02212;1.33</td>
<td valign="top" align="center">0.551</td>
</tr> <tr>
<td valign="top" align="left">A1</td>
<td valign="top" align="left">A3</td>
<td valign="top" align="center">&#x02212;30.7</td>
<td valign="top" align="center">15.0</td>
<td valign="top" align="center">&#x02212;2.05</td>
<td valign="top" align="center">0.121</td>
</tr> <tr>
<td valign="top" align="left">A2</td>
<td valign="top" align="left">A3</td>
<td valign="top" align="center">&#x02212;16.7</td>
<td valign="top" align="center">15.4</td>
<td valign="top" align="center">&#x02212;1.09</td>
<td valign="top" align="center">0.827</td>
</tr> <tr>
<td valign="top" align="left">B1</td>
<td valign="top" align="left">B2</td>
<td valign="top" align="center">&#x02212;43.3</td>
<td valign="top" align="center">20.0</td>
<td valign="top" align="center">&#x02212;2.163</td>
<td valign="top" align="center">0.092</td>
</tr> <tr>
<td valign="top" align="left">B1</td>
<td valign="top" align="left">B3</td>
<td valign="top" align="center">&#x02212;26.1</td>
<td valign="top" align="center">23.2</td>
<td valign="top" align="center">&#x02212;1.122</td>
<td valign="top" align="center">0.786</td>
</tr> <tr>
<td valign="top" align="left">B2</td>
<td valign="top" align="left">B3</td>
<td valign="top" align="center">17.2</td>
<td valign="top" align="center">22.1</td>
<td valign="top" align="center">0.777</td>
<td valign="top" align="center">1.000</td>
</tr> <tr>
<td valign="top" align="left">C1</td>
<td valign="top" align="left">C2</td>
<td valign="top" align="center">&#x02212;57.3</td>
<td valign="top" align="center">14.7</td>
<td valign="top" align="center">&#x02212;3.887</td>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">C1</td>
<td valign="top" align="left">C3</td>
<td valign="top" align="center">&#x02212;44.7</td>
<td valign="top" align="center">14.4</td>
<td valign="top" align="center">&#x02212;3.106</td>
<td valign="top" align="center">0.006</td>
</tr> <tr>
<td valign="top" align="left">C2</td>
<td valign="top" align="left">C3</td>
<td valign="top" align="center">12.6</td>
<td valign="top" align="center">17.0</td>
<td valign="top" align="center">0.741</td>
<td valign="top" align="center">1.000</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Plot results for the generalized linear models regarding differences between subbuffers.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frsc-04-1103835-g0005.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p><italic>Post-hoc</italic> comparison tests for the generalized linear models regarding differences in return time between buffers.</p></caption>
<table frame="box" rules="all">
<thead><tr style="background-color:#919497">
<th valign="top" align="left"><bold>Study</bold><break/><bold> area</bold></th>
<th valign="top" align="left"><bold>Study</bold><break/><bold> area</bold></th>
<th valign="top" align="center"><bold>Difference</bold></th>
<th valign="top" align="center"><bold>SE</bold></th>
<th valign="top" align="center"><bold>Z</bold></th>
<th valign="top" align="center"><bold>P<sub>bonferroni</sub></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A</td>
<td valign="top" align="left">B</td>
<td valign="top" align="center">&#x02212;54.4</td>
<td valign="top" align="center">10.30</td>
<td valign="top" align="center">&#x02212;5.28</td>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">A</td>
<td valign="top" align="left">C</td>
<td valign="top" align="center">&#x02212;76.9</td>
<td valign="top" align="center">9.91</td>
<td valign="top" align="center">&#x02212;7.76</td>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">B</td>
<td valign="top" align="left">C</td>
<td valign="top" align="center">&#x02212;22.5</td>
<td valign="top" align="center">10.89</td>
<td valign="top" align="center">&#x02212;2.06</td>
<td valign="top" align="center">0.117</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Plot results for the generalized linear models regarding differences in return time between buffers.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frsc-04-1103835-g0006.tif"/>
</fig>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Parameter estimates for the generalized linear models regarding differences between the vegetation area and the return time for buffers A, B, and C.</p></caption>
<table frame="box" rules="all">
<thead><tr style="background-color:#919497">
<th/>
<th/>
<th/>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>95% Confidence interval</bold></th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><bold>Buffer A</bold></td>
<td valign="top" align="center"><bold>Estimate</bold></td>
<td valign="top" align="center"><bold>SE</bold></td>
<td valign="top" align="center"><bold>Lower</bold></td>
<td valign="top" align="center"><bold>Upper</bold></td>
<td valign="top" align="center"><bold>Z</bold></td>
<td valign="top" align="center"><bold>P</bold></td>
</tr> <tr>
<td valign="top" align="left">(Intercept)</td>
<td valign="top" align="center">41.097</td>
<td valign="top" align="center">5.76</td>
<td valign="top" align="center">31.67</td>
<td valign="top" align="center">55.11</td>
<td valign="top" align="center">7.135</td>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">veg_CA_km2</td>
<td valign="top" align="center">37.098</td>
<td valign="top" align="center">19.15</td>
<td valign="top" align="center">3.11</td>
<td valign="top" align="center">86.96</td>
<td valign="top" align="center">1.938</td>
<td valign="top" align="center">0.063</td>
</tr> <tr>
<td valign="top" align="left">other_CA_km2</td>
<td valign="top" align="center">0.450</td>
<td valign="top" align="center">1.36</td>
<td valign="top" align="center">&#x02212;2.30</td>
<td valign="top" align="center">3.50</td>
<td valign="top" align="center">0.332</td>
<td valign="top" align="center">0.742</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left"><bold>Buffer B</bold></td>
<td valign="top" align="center"><bold>Estimate</bold></td>
<td valign="top" align="center"><bold>SE</bold></td>
<td valign="top" align="center"><bold>Lower</bold></td>
<td valign="top" align="center"><bold>Upper</bold></td>
<td valign="top" align="center"><bold>Z</bold></td>
<td valign="top" align="center"><bold>P</bold></td>
</tr> <tr>
<td valign="top" align="left">(Intercept)</td>
<td valign="top" align="center">95.5</td>
<td valign="top" align="center">8.66</td>
<td valign="top" align="center">78.5</td>
<td valign="top" align="center">112.5</td>
<td valign="top" align="center">11.02</td>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">veg_CA_km2</td>
<td valign="top" align="center">1,080.1</td>
<td valign="top" align="center">560.37</td>
<td valign="top" align="center">&#x02212;18.2</td>
<td valign="top" align="center">2,178.4</td>
<td valign="top" align="center">1.93</td>
<td valign="top" align="center">0.070</td>
</tr> <tr>
<td valign="top" align="left">other_CA_km2</td>
<td valign="top" align="center">&#x02212;152.0</td>
<td valign="top" align="center">85.74</td>
<td valign="top" align="center">&#x02212;320.1</td>
<td valign="top" align="center">16.0</td>
<td valign="top" align="center">&#x02212;1.77</td>
<td valign="top" align="center">0.093</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left"><bold>Buffer C</bold></td>
<td valign="top" align="center"><bold>Estimate</bold></td>
<td valign="top" align="center"><bold>SE</bold></td>
<td valign="top" align="center"><bold>Lower</bold></td>
<td valign="top" align="center"><bold>Upper</bold></td>
<td valign="top" align="center"><bold>Z</bold></td>
<td valign="top" align="center"><bold>P</bold></td>
</tr> <tr>
<td valign="top" align="left">(Intercept)</td>
<td valign="top" align="center">118</td>
<td valign="top" align="center">6.51</td>
<td valign="top" align="center">106</td>
<td valign="top" align="center">132</td>
<td valign="top" align="center">18.11</td>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">other_CA_km2</td>
<td valign="top" align="center">&#x02212;695</td>
<td valign="top" align="center">246.92</td>
<td valign="top" align="center">&#x02212;1,218</td>
<td valign="top" align="center">&#x02212;237</td>
<td valign="top" align="center">&#x02212;2.81</td>
<td valign="top" align="center">0.010</td>
</tr> <tr>
<td valign="top" align="left">veg_cakm2</td>
<td valign="top" align="center">430</td>
<td valign="top" align="center">141.17</td>
<td valign="top" align="center">168</td>
<td valign="top" align="center">729</td>
<td valign="top" align="center">3.04</td>
<td valign="top" align="center">0.006</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec sec-type="discussion" id="s4">
<title>4. Discussion</title>
<p>Although we did not find a relationship between vegetation and bee return times and numbers, it was noticeable that there was variation between the study regions, showing that the release and monitoring methodology can be used in urban areas. We obtained satisfactory bee return rates of 46.6% (21 out of 45 bees in area B), 53.3% (24 out of 45 bees in area C), and 68.8% (31 out of 45 bees in area A). Marking techniques have been widely applied in studies with several conservation purposes and with a variety of permanent and impermanent methods (see Briggs et al., <xref ref-type="bibr" rid="B7">2022</xref>). Our study proved that the method of marking and releasing bees can also be successful on different green-gray urban nature gradients. Additionally, we used a very wide spatial scale in this work in order to cover the green-gray gradient. To efficiently develop conservation strategies for local bees in urban landscapes, it is necessary to consider different spatial scales (Zanette et al., <xref ref-type="bibr" rid="B41">2005</xref>). Thus, our findings report a new context for studies applied to the ecology of the movement of pollinating organisms in urban environments. Accordingly, it would be interesting to carry out a new study that uses greater spatial detail to investigate the influences of different elements of the urban landscape, such as street trees, paved roads or vacant lots.</p>
<p>In order to be able to infer whether variations between study regions occurred due to the landscape around the nests and not to other factors (such as intercolonial variations), it would be suitable to repeat the experiment with a greater number of study areas. We suggest, for a next experiment, that more releases be carried out, at different distances, in order to cover a better representation of the landscape around the meliponaries. Bees are organisms that carry out recursive movement, defined as repeated visits to the same locations in a systematic way, between series of known points (&#x0201C;traplines&#x0201D;), in search of renewable resources, such as pollen and nectar (Berger-Tal and Bar-David, <xref ref-type="bibr" rid="B5">2015</xref>). Thus, understanding how bees move and interact with anthropic landscapes, both in search of resources and in pollination, is extremely important both for the conservation of bees and the resources they need, and for good agricultural productivity (Heard, <xref ref-type="bibr" rid="B17">1999</xref>; Machado et al., <xref ref-type="bibr" rid="B22">2020</xref>; Silva and Kleinert, <xref ref-type="bibr" rid="B33">2020</xref>).</p>
<p>Unfortunately, the technique used is limited to identify the routes of the bees returning to the hive. For this, there would be necessary to use more modern but expensive technologies for monitoring bee activity, such as harmonic radar. Although transmitter sizes have recently become small enough to allow tracking of insects under natural field conditions, they are still too big for most bee species and are still too expensive (Kissling et al., <xref ref-type="bibr" rid="B19">2014</xref>; Nunes-Silva et al., <xref ref-type="bibr" rid="B25">2019</xref>). It is also important to highlight that no marked bees were recorded returning with floral resources, demonstrating that during the return journey of the bees to the hive they did not carry out collection activities, focusing only on their return. Thus, there is no need to assess which resources are available in the vegetation to carry out this type of experiment, which allows the focus of the analyzes to be concentrated only on the type of urban element present in the landscape.</p>
<p>Bee flight capacities are an important factor that determines the area that a colony can exploit (Costa et al., <xref ref-type="bibr" rid="B12">2021</xref>). <italic>Tetragonisca angustula</italic> and <italic>T. spinipes</italic>, for example, stingless bees commonly found in urban areas, can reach distances up to 1,000 m (Van Nieuwstadt and Iraheta, <xref ref-type="bibr" rid="B36">1996</xref>; Ara&#x000FA;jo et al., <xref ref-type="bibr" rid="B3">2004</xref>; Greenleaf et al., <xref ref-type="bibr" rid="B15">2007</xref>). Typically, <italic>M. quadrifasciata</italic> can reach a flight distance of 2,100 m (Roubik and Aluja, <xref ref-type="bibr" rid="B30">1983</xref>). However, recent studies using RFID tracking technology have revealed that <italic>Melipona</italic> bees can reach much greater flight ranges, with foraging flight distances from 1,000 to 2,000 m, and a maximum homing distance from 5 to 10 km (Nunes-Silva et al., <xref ref-type="bibr" rid="B25">2019</xref>; Costa et al., <xref ref-type="bibr" rid="B12">2021</xref>). Therefore, it is fundamental to study in detail the movement of bees and their relationship with the landscape elements in a radius of 1,000 m around the colony in order to assign the best conservation and management strategies of the meliponary and its surroundings. It is also important to highlight that, in both mentioned studies, the releases were carried out in forest areas, emphasizing the originality and importance of our survey and other studies that evaluate the movement of native bees in urban areas.</p>
<p>Although some studies about the flight ranges of native bees have been successfully developed in natural areas, there is a lack of studies about the dynamics of these organisms in urban landscapes. Research that considers the new anthropic scenario to which native bees are submitted is of unquestionable importance for the development of public and conservation policies that concern biodiversity and urban ecology. Thus, our study presents a relevant suggestion for new research within this modern context. We conclude that, although some modifications are necessary, studies involving the marking, release and monitoring of bees can be of great value for the development of urban ecology studies, in order to better understand how these organisms interact in these landscapes and, thus, develop better conservation and maintenance strategies for native bees in urban areas.</p></sec>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s9">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p></sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>Ethical review and approval was not required for the animal study because no authorization is required for ex-situ collection and transport of invertebrates. Written informed consent was obtained from the owners for the participation of their animals in this study.</p></sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>MA, RT, and IA-d-S contributed to conception and design of the study. MA and RT organized the database. MA, RT, and MM performed the statistical analysis. MA wrote the first draft of the manuscript and sections of the manuscript. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
</body>
<back>
<ack><p>MA thanks CAPES and FAPESP (2021/10875-0) for the doctoral scholarship. We thank the Rufford Foundation and FUSP (3867 - RUFFORD/IB) for the grant funding and the stingless beekeepers for the partnership during the survey. We would also like to thank the editor and the reviewers of Frontiers for all the suggestions made to the manuscript.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="s8">
<title>Publisher&#x00027;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 sec-type="supplementary-material" id="s9">
<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/frsc.2022.1103835/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/frsc.2022.1103835/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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