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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.2023.1250142</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>Feeding rates of raptors during autumn migration in the Central Appalachians 1987&#x2013;2022</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Verduci</surname>
<given-names>Marzia</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/2362299"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Goodrich</surname>
<given-names>Laurie J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2441309"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Therrien</surname>
<given-names>Jean-Francois</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2102404"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ruelas Inzunza</surname>
<given-names>Ernesto</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/967796"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Acopian Center for Conservation Learning, Hawk Mountain Sanctuary</institution>, <addr-line>Orwigsburg, PA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Universidad Veracruzana, Instituto de Biotecnolog&#xed;a y Ecolog&#xed;a Aplicada</institution>, <addr-line>Xalapa</addr-line>, <country>Mexico</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Oded Berger-Tal, Ben-Gurion University of the Negev, Israel</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Ali T. Qashqaei, Borderless Wildlife Conservation Society, Iran; Robert Rosenfield, University of Wisconsin&#x2013;Stevens Point, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Marzia Verduci, <email xlink:href="mailto:marzia.verduci@hotmail.it">marzia.verduci@hotmail.it</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>11</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>4</volume>
<elocation-id>1250142</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Verduci, Goodrich, Therrien and Ruelas Inzunza</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Verduci, Goodrich, Therrien and Ruelas Inzunza</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>Migratory raptors can fuel their journeys by feeding along the way. To maximize migration success, raptors are suspected to time their movements with the availability of their prey. Feeding rates can vary among species depending on migration distance (long vs. short distance), flight strategies (flapping vs. soaring), and within species according to individual timing (early vs. late migrants). We assessed the feeding rate of four eastern North American migratory raptors over a period of 35 years. Using visual observations collected during autumn migration in the Central Appalachians, we assessed the presence/absence of distended crops of migrants. We quantified the feeding rates of species with different migration ecologies (migration distance, flight strategies), compared within-season (timing) species, and assessed if feeding rates varied over the last 35 years. We found a higher feeding rate in short-distance than in long-distance migrants and in power-flapping vs soaring migrants. We detected a long-term significant increase in feeding rate for most species, more evident in early migratory individuals coupled with a decrease in the feeding rate of late migrants. Understanding how feeding rates vary according to migratory behavior and how the migration ecology of raptors is changing under a scenario of global environmental change is important for their conservation.</p>
</abstract>
<kwd-group>
<kwd>eastern North America</kwd>
<kwd>soaring</kwd>
<kwd>hawks</kwd>
<kwd>timing</kwd>
<kwd>distance</kwd>
<kwd>global change</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="37"/>
<page-count count="7"/>
<word-count count="2740"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Animal Conservation</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Migration is a crucial aspect of the life history of many species of raptors. A successful journey relies critically on the interplay of various factors such as weather conditions, habitat, and food availability encountered along the way. To face the challenge of migration and the encountered conditions, raptors need to be in good body condition. Strategies that would promote successful journeys can affect the overall fitness of individuals and has consequences on the entire population dynamics (<xref ref-type="bibr" rid="B2">Bildstein, 2006</xref>).</p>
<p>Raptors can fuel their migratory movements in several ways: by building fat reserves prior to migration and, subsequently, burning fat <italic>en route</italic>, by feeding regularly during migration, and/or by soaring on orographic updrafts (<xref ref-type="bibr" rid="B2">Bildstein, 2006</xref>; <xref ref-type="bibr" rid="B7">Goodrich and Smith, 2008</xref>). Feeding <italic>en route</italic> is a common strategy used by several migratory raptor species (<xref ref-type="bibr" rid="B30">Rudebeck, 1950</xref>; <xref ref-type="bibr" rid="B31">Rudebeck, 1951</xref>; <xref ref-type="bibr" rid="B5">Dekker, 1980</xref>; <xref ref-type="bibr" rid="B20">Newton, 2006</xref>). Prey availability during migration is thus a key component of a successful migration and in turn, for species conservation (<xref ref-type="bibr" rid="B11">Kerlinger, 1989</xref>). Raptors that feed on migrating species are suspected to time their movements to coincide with those of their prey (<xref ref-type="bibr" rid="B12">Kjell&#xe9;n et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B2">Bildstein, 2006</xref>). Some migrating raptors rely on aerial insects during migration, such as dragonflies (<xref ref-type="bibr" rid="B21">Nicoletti, 1996</xref>). Indeed, insects can play an important role in the ecology of migratory raptors, and species that depend on them may travel long distances to find them (<xref ref-type="bibr" rid="B19">Newton, 1998</xref>) or feed opportunistically during migration (<xref ref-type="bibr" rid="B21">Nicoletti, 1996</xref>; <xref ref-type="bibr" rid="B37">Yosef, 1996</xref>).</p>
<p>Birds and especially raptors are excellent indicators of environmental health and ecosystem integrity. Recent evidence of population losses across much of the North American avifauna showed an alarming loss approaching 3 billion birds (<xref ref-type="bibr" rid="B27">Rosenberg et&#xa0;al., 2019</xref>). This might have consequences on the prey availability and on the success of a migration journey for migrating raptors (<xref ref-type="bibr" rid="B18">Moore and Kerlinger, 1987</xref>). Studying the strategies associated with successful migratory journeys is thus of utmost importance for species conservation.</p>
<p>In raptors, the effect of weather conditions and habitat availability during migration has been studied more broadly than feeding behavior and food availability (<xref ref-type="bibr" rid="B22">Niles et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B34">Sullivan et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B36">Therrien et&#xa0;al., 2017</xref>). Feeding rates of raptors during migration can vary both within and among species, with individuals migrating longer distances more likely to feed <italic>en route</italic> than those covering shorter distances (<xref ref-type="bibr" rid="B4">Candler and Kennedy, 1995</xref>). In contrast, some long-distance migratory species are hypothesized to feed less than short-distance migrants as they are assumed to have built up fat reserves prior to departure (<xref ref-type="bibr" rid="B33">Smith et&#xa0;al., 1986</xref>). Feeding rates may also differ between individuals migrating earlier compared to those later in the season as weather, prey availability, and other conditions can change by date. There are several examples of raptors observed feeding during migration (<xref ref-type="bibr" rid="B32">Shelly and Benz, 1985</xref>; <xref ref-type="bibr" rid="B9">Gorney and Yom-Tov, 1994</xref>; <xref ref-type="bibr" rid="B21">Nicoletti, 1996</xref>; <xref ref-type="bibr" rid="B37">Yosef, 1996</xref>), but relatively few studies have evaluated the feeding rates of migrating raptors throughout a migration season and across many years, how the proportion of feeding vs. non-feeding individuals varies between early vs. late migrants, and how these proportions vary across years. It is thus increasingly interesting to evaluate the feeding rates of migratory raptors in the current context of global climate change (<xref ref-type="bibr" rid="B14">Lehikoinen, 2009</xref>) and other widespread changes such as declines in songbird populations (<xref ref-type="bibr" rid="B27">Rosenberg et&#xa0;al., 2019</xref>).</p>
<p>We studied the feeding rates of four migrating raptor species over several periods that span 35 years. Our studied raptors include one complete, long-distance migrant, the Broad-winged Hawk (<italic>Buteo platypterus</italic>), and three partial, short-distance migrants: Sharp-shinned Hawk (<italic>Accipiter striatus</italic>), Cooper&#x2019;s Hawk (<italic>Accipiter cooperii</italic>), and Red-tailed Hawk (<italic>Buteo jamaicensis</italic>). During migration, Broad-winged Hawks have been observed to feed on insects but during the nesting season, they also feed on small mammals, birds, and reptiles (<xref ref-type="bibr" rid="B17">McCabe et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B8">Goodrich et&#xa0;al., 2020</xref>). In contrast, the diet of Sharp-shinned and Cooper&#x2019;s hawks is mainly composed of birds (<xref ref-type="bibr" rid="B3">Bildstein et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B29">Rosenfield et&#xa0;al., 2020</xref>) but, depending on the geographic area and time of year, the diet of the two Accipiter species could vary such that, and at least for Cooper&#x2019;s Hawk, there could be greater use of mammals (<xref ref-type="bibr" rid="B29">Rosenfield et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B28">Rosenfield et&#xa0;al., 2022</xref>), whereas Red-tailed Hawks prey mainly on small mammals but also take birds and reptiles (<xref ref-type="bibr" rid="B25">Preston, 2000</xref>). Our four focal species differ in their flight strategies, with Broad-winged and Red-tailed hawks relying mostly on soaring flight, taking advantage of thermal lift to migrate, while Sharp-shinned and Cooper&#x2019;s hawks more often use powered-flapping flight and gliding on orographic lift with occasional soaring flight (<xref ref-type="bibr" rid="B2">Bildstein, 2006</xref>; <xref ref-type="bibr" rid="B6">Duerr et&#xa0;al., 2012</xref>).</p>
<p>The four studied species are listed as Least Concern according to the IUCN Criteria (<xref ref-type="bibr" rid="B10">IUCN, 2022</xref>). Even though this is not a critical category, all these species need special attention, as they exhibited a decline according to recent results from the Raptor Population Index in North America (<xref ref-type="bibr" rid="B23">Oleyar et&#xa0;al., 2021</xref>). Most importantly, knowledge gained on relatively common species can be of great assistance when assessing limiting factors in threatened species or to prevent further loss in the common ones.</p>
<p>In this study, we (1) compare the feeding rate of migrating raptors using powered-flapping vs. soaring flight and the feeding rate of complete, long-distance migrants vs. partial, short-distance migrants, (2) examine differences in feeding rates between early and late migrants among species, and (3) assess if feeding rates varied over the last 35 years per species. Based on the assumption that powered-flapping flight requires more energy than soaring, we hypothesized that species using mainly powered-flapping flight would be more likely to feed during migration than the primarily soaring ones. We assumed that long-distance migrants would be less likely to feed, as they are known to build up fat stores before departure (<xref ref-type="bibr" rid="B2">Bildstein, 2006</xref>), compared to short-distance migrants. We predicted that migrating raptors are more likely to feed during the late portion of their migration, when conditions allowing efficient soaring flight are much reduced and thus energy demand for migration is higher, compared to early migrants (<xref ref-type="bibr" rid="B15">Maransky et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B2">Bildstein, 2006</xref>). In addition, we predicted that the proportion of individuals feeding during the early portion of their migration will increase over years, based on the assumption that avian prey species are generally advancing their migration phenology in relation to climate change (<xref ref-type="bibr" rid="B24">Parmesan, 2006</xref>) and this might involve changes in the timing in some key prey, such as songbirds. Lastly, we predicted that there will be no significant change in feeding rate for raptors feeding mainly on mammals (i.e., Red-tailed Hawk).</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Study area and data collection</title>
<p>Our study took place at Hawk Mountain Sanctuary, a well-known raptor migration watch site in the Central Appalachian Mountains of Pennsylvania, United States (for a detailed description of this site and raptor migration protocols see <xref ref-type="bibr" rid="B1">Bednarz et&#xa0;al., 1990</xref>, <xref ref-type="bibr" rid="B2">Bildstein, 2006</xref>; <xref ref-type="bibr" rid="B35">Therrien et&#xa0;al., 2012</xref>). Observations were conducted at the North Lookout (40.641, -75.991), located 464&#xa0;m above sea level atop the Kittatinny Ridge, a leading line concentrating raptors during migration.</p>
<p>Migrating raptors are often seen at eye level or just above eye level at the site. Observers used binoculars to count migrating raptors passing through and recorded migrating individual Broad-winged, Red-tailed, Cooper&#x2019;s, and Sharp-shinned hawks exhibiting a distended crop (a proxy for recent feeding) during autumn migration, i.e., between 15 August&#x2013;15 December in 1987, 2002, from 2011&#x2013;2019, and in 2022.</p>
<p>Observers focused on birds that were close enough to determine the presence or absence of a distended crop. A crop was recorded as &#x201c;full&#x201d; if there was a bulge in the ventral profile of the throat, which was used as evidence of recent prey ingestion (<xref ref-type="bibr" rid="B32">Shelly and Benz, 1985</xref>), and &#x201c;empty&#x201d; if no distension was noted for the migrants assessed. We recognize that crop assessment is limited by the height of migrants; however, we assumed birds with crops are equally likely to fly higher and lower above the lookout. Crop assessment did not occur every day and not all migrants were assessed for crops.</p>
</sec>
<sec id="s2_2">
<title>Statistical analysis</title>
<p>To compare the feeding rate (proportion) of species relying on powered-flapping vs. soaring flight, we divided the four species into two groups (soaring vs. flapping) and compared them using a Chi-square test. Similarly, to compare the feeding rate of short- vs. long-distance migrants, we divided the four species into two groups (short- vs. long-distance) and compared groups using a Chi-squared test. For each year and for every studied species, we identified the median migration passage date of all migrating individuals counted at the site. The day identified as the median date was the one where half of the total of the individuals had passed. We then assigned individual observations to either early or late migrants according to whether they passed before or after the median date. To assess if migrating raptors had an increased frequency of feeding during the early vs the late portion of their migration passage window, we used a Generalized Linear Model (GLM) with a Bernoulli distribution (appropriate for binary [presence/absence] data).</p>
<p>To assess if the propensity of feeding during the early (or late) migration varied over time, we used a GLM with the response variable, the probability of showing a distended crop during either early or late migration, as a function of the years as the explanatory variable. We used R and RStudio (4.2.0) software with packages ddply and ggplot2, for statistical analyses <xref ref-type="bibr" rid="B26">R Core Team (2023)</xref>. RStudio: Integrated Development Environment for R. Posit Software, PBC, Boston, MA. URL <ext-link ext-link-type="uri" xlink:href="http://www.posit.co/">http://www.posit.co/</ext-link>). All analyses were run for each species separately.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>We recorded an annual mean of 10 Broad-winged Hawks, 17 Cooper&#x2019;s Hawks, 70 Red-tailed Hawks, and 116 Sharp-shinned Hawks with distended crops (n=12 years; <xref ref-type="table" rid="T1">
<bold>Appendix Table 1</bold>
</xref>).</p>
<p>We found a higher proportion of distended crops in species using mainly powered-flapping flight: Cooper&#x2019;s Hawk, 40% of the individuals recorded (209/500 hawks), Sharp-shinned hawks, 28% of the individuals recorded (1394/4896 hawks), than in species relying on soaring flight: Broad-winged Hawk: 11% of the individuals recorded (101/829 hawks) and Red-tailed Hawk: 23% of the individuals recorded (843/3657 hawks), with significant differences between these two migratory strategies (&#x3c7;<sup>2</sup>&#xa0;=&#xa0;95.66, df =1, <italic>P</italic> &lt; 0.01).</p>
<p>We found a higher proportion of distended crops in short-distance migrants: Cooper&#x2019;s Hawk, Sharp-shinned Hawk, and Red-tailed Hawk (see values above), than in long-distance migrants Broad-winged Hawk (values above), with significant differences between species adopting these two migration strategies (&#x3c7;<sup>2</sup>&#xa0;=&#xa0;86.595, df = 1, <italic>P</italic> &lt; 0.01).</p>
<p>The within-season feeding rate of individuals for most of the species was higher in early than late-season migrants: (Broad-winged Hawk: slope = 469.8, <italic>Z</italic> = 3.04, <italic>P</italic> &lt; 0.01, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>; Red-tailed Hawk: slope = 71.7, <italic>Z</italic> = 4.4, <italic>P</italic> &lt; 0.01, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>; and Sharp-shinned Hawk: slope&#xa0;= 118.9, <italic>Z</italic> = 7.7, <italic>P</italic> &lt; 0.01, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Cooper&#x2019;s Hawk showed a higher feeding rate during the late season (slope = -0.9, <italic>Z</italic> = -4.7, <italic>P</italic> &lt; 0.01; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Proportion of individual hawks <bold>(A)</bold>: Broad-winged, <bold>(B)</bold>: Red-tailed, <bold>(C)</bold>: Sharp-shinned, <bold>(D)</bold>: Cooper&#x2019;s exhibiting a distended crop during autumn migration at Hawk Mountain Sanctuary between early vs late migrants over time from 1987 to 2022.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-04-1250142-g001.tif"/>
</fig>
<p>From 1987&#x2013;2022, however, we saw a significant decrease in feeding rates in late migrants for most species (Broad-winged Hawk: slope = - 0.2, <italic>Z</italic> = - 3.04, <italic>P</italic> = 0.002; Red-tailed Hawk: slope&#xa0;= -0.03, <italic>Z</italic> = -4.4, <italic>P</italic> &lt; 0.01; Sharp-shinned Hawk: slope = -0.05, <italic>Z</italic> = -7.7, <italic>P</italic> &lt; 0.01). A single species, the Cooper&#x2019;s Hawk, didn&#x2019;t show a significant decrease in feeding rate over time (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<p>We found a significant long-term increase in feeding rate for three species from 1987&#x2013;2022 (Broad-winged Hawk: slope = 0.1, Z&#xa0;= 4.9, P &lt; 0.01, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; Red-tailed Hawk: slope = 0.008, Z = 2.3; P = 0.01, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; Cooper&#x2019;s Hawk: slope: 0.06; Z = 3.5, P &lt; 0.01, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The Sharp-shinned showed a significant decrease in feeding rate over time (slope = -0.01, Z = -5.5, P &lt; 0.01; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Proportion of individual hawks <bold>(A)</bold>: Broad-winged, <bold>(B):</bold> Red-tailed, <bold>(C)</bold>: Sharp-shinned, <bold>(D)</bold>: Cooper&#x2019;s exhibiting a distended crop overall during autumn migration at Hawk Mountain sanctuary over time (1987-2022).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-04-1250142-g002.tif"/>
</fig>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Both short and long-distance migrants appear to regularly feed during migration. This finding supports the fact that most individuals need to replenish energy levels at some point during migration and that this is done by both, soaring species (Broad-winged and Red-tailed hawks) and short-distance migrants (Sharp-shinned, Cooper&#x2019;s, and Red-tailed hawks). Feeding by raptors during migration has been reported in other studies using telemetry on soaring raptors, such as Broad-winged and Swainson&#x2019;s hawks. Indeed, the studies revealed that they stop and feed regularly during migration, especially during the early portion of the journey (<xref ref-type="bibr" rid="B13">Kochert et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B16">McCabe et&#xa0;al., 2020</xref>).</p>
<p>Not surprisingly, the overall proportion of individuals feeding during migration showed a higher percentage of individuals with distended crops for species mainly using powered-flapping flight compared to mostly soaring ones, most likely related to the higher energy demand of this flying strategy (<xref ref-type="bibr" rid="B2">Bildstein, 2006</xref>). The overall proportion of birds feeding during migration showed a higher percentage of individuals with distended crops for the species with short-distance migration strategies compared to the long-distance migrants. This observation might be related to the fact that long-distance migrants may have built fat stores before the departure or that traveling in large groups could prevent feeding opportunities. These factors could explain why they could feed less frequently during migration (<xref ref-type="bibr" rid="B2">Bildstein, 2006</xref>).</p>
<p>Three of the four studied species showed a significant decrease in feeding rate during the late portion of their migration over the last two decades. This is in line with our prediction that raptors are less likely to feed during the late portion of migration because climate change is leading raptors&#x2019; songbird prey to migrate early, but also includes the species feeding mainly on mammals (Red-tailed Hawk). With ongoing global changes, many late migrating raptors are likely facing the fact that potential prey may have already moved out or became less available within a given area (<xref ref-type="bibr" rid="B24">Parmesan, 2006</xref>).</p>
<p>It is important to consider that the method used in this study is based on visual observations of raptors, during migration, and the assessment of the evidence of distended crop. According to the raptor diet, we acknowledge that it might be difficult to assess the presence of a distended crop in Broad-winged hawks, an insect-eater, after recent ingestion of prey (i.e., a dragonfly), because this might not exhibit an obvious distended crop (<xref ref-type="bibr" rid="B32">Shelly and Benz, 1985</xref>). Moreover, this study was conducted at a single site. To better understand the feeding behavior of migratory raptors under a scenario of global climate change, more studies scattered across a broad geographical region and data collection with specific attention on feeding behavior are encouraged.</p>
<p>Changes in climate are affecting species worldwide and they could lead to negative implications for the ecosystems if the changes in the life history traits of predators, such as migration timing, do not synchronize to those of their prey (<xref ref-type="bibr" rid="B24">Parmesan, 2006</xref>). Assessing feeding rate in migrating raptors and how this rate is changing over time is crucial to understand how these global changes are affecting the population of the raptor species. With food availability being an aspect of primary concern, information regarding how species adjust to varying conditions can play an important role in the conservation of several raptor species.</p>
</sec>
<sec id="s5" 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="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>All authors have contributed to designing the study, collecting data, analyzing data and writing of the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="ss1a" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Hawk Mountain volunteers, trainees, and staff who collected and compiled data over the years, particularly Jason Ryan, Jane Ching, and Rebecca Laritz. Special thanks to the James A. Kushlan Award and the Hawk Migration Association of North America (HMANA) for supporting this project. Thanks to the Acopian Center for Conservation Learning, Hawk Mountain Sanctuary, for supporting researchers from all over the world. This is Hawk Mountain Sanctuary&#x2019;s contribution to conservation science #395.</p>
</ack>
<sec id="s7" 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="s8" 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>
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<app-group>
<app>
<title>Appendix</title>
<table-wrap id="T1" position="float">
<label>Table 1</label>
<caption>
<p>Median passage date and number of migrating individuals for which feeding rate was assessed for each species annually at Hawk Mountain, (USA).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Years</th>
<th valign="top" colspan="2" align="left">Broad-winged Hawk</th>
<th valign="top" colspan="2" align="left">Red-tailed Hawk</th>
<th valign="top" colspan="2" align="left">Sharp-shinned Hawk</th>
<th valign="top" colspan="2" align="left">Cooper&#x2019;s Hawk</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left">Median</th>
<th valign="top" align="left">N</th>
<th valign="top" align="left">Median</th>
<th valign="top" align="left">N</th>
<th valign="top" align="left">Median</th>
<th valign="top" align="left">N</th>
<th valign="top" align="left">Median</th>
<th valign="top" align="left">N</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1987</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">5 Nov.</td>
<td valign="top" align="left">973</td>
<td valign="top" align="left">1 Oct.</td>
<td valign="top" align="left">776</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">2002</td>
<td valign="top" align="left">20 Sep.</td>
<td valign="top" align="left">57</td>
<td valign="top" align="left">31 Oct.</td>
<td valign="top" align="left">1079</td>
<td valign="top" align="left">15 Oct.</td>
<td valign="top" align="left">368</td>
<td valign="top" align="left">14 Oct.</td>
<td valign="top" align="left">85</td>
</tr>
<tr>
<td valign="top" align="left">2011</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">31 Oct.</td>
<td valign="top" align="left">93</td>
<td valign="top" align="left">16 Oct.</td>
<td valign="top" align="left">383</td>
<td valign="top" align="left">6 Oct.</td>
<td valign="top" align="left">32</td>
</tr>
<tr>
<td valign="top" align="left">2012</td>
<td valign="top" align="left">15 Sep.</td>
<td valign="top" align="left">318</td>
<td valign="top" align="left">2 Nov.</td>
<td valign="top" align="left">616</td>
<td valign="top" align="left">11 Oct.</td>
<td valign="top" align="left">1294</td>
<td valign="top" align="left">9 Oct.</td>
<td valign="top" align="left">135</td>
</tr>
<tr>
<td valign="top" align="left">2013</td>
<td valign="top" align="left">18 Sep.</td>
<td valign="top" align="left">76</td>
<td valign="top" align="left">3 Nov.</td>
<td valign="top" align="left">209</td>
<td valign="top" align="left">18 Oct.</td>
<td valign="top" align="left">312</td>
<td valign="top" align="left">18 Oct.</td>
<td valign="top" align="left">53</td>
</tr>
<tr>
<td valign="top" align="left">2014</td>
<td valign="top" align="left">16 Sep.</td>
<td valign="top" align="left">86</td>
<td valign="top" align="left">1 Nov.</td>
<td valign="top" align="left">204</td>
<td valign="top" align="left">17 Oct.</td>
<td valign="top" align="left">439</td>
<td valign="top" align="left">17 Oct.</td>
<td valign="top" align="left">52</td>
</tr>
<tr>
<td valign="top" align="left">2015</td>
<td valign="top" align="left">19 Sep.</td>
<td valign="top" align="left">19</td>
<td valign="top" align="left">11 Nov.</td>
<td valign="top" align="left">61</td>
<td valign="top" align="left">16 Oct.</td>
<td valign="top" align="left">247</td>
<td valign="top" align="left">16 Oct.</td>
<td valign="top" align="left">17</td>
</tr>
<tr>
<td valign="top" align="left">2016</td>
<td valign="top" align="left">20 Sep.</td>
<td valign="top" align="left">21</td>
<td valign="top" align="left">31 Oct.</td>
<td valign="top" align="left">154</td>
<td valign="top" align="left">16 Oct.</td>
<td valign="top" align="left">151</td>
<td valign="top" align="left">11 Nov.</td>
<td valign="top" align="left">21</td>
</tr>
<tr>
<td valign="top" align="left">2017</td>
<td valign="top" align="left">17 Sep.</td>
<td valign="top" align="left">13</td>
<td valign="top" align="left">10 Nov.</td>
<td valign="top" align="left">62</td>
<td valign="top" align="left">16 Oct.</td>
<td valign="top" align="left">197</td>
<td valign="top" align="left">16 Oct.</td>
<td valign="top" align="left">27</td>
</tr>
<tr>
<td valign="top" align="left">2018</td>
<td valign="top" align="left">16 Sep.</td>
<td valign="top" align="left">9</td>
<td valign="top" align="left">30 Nov.</td>
<td valign="top" align="left">56</td>
<td valign="top" align="left">16 Oct.</td>
<td valign="top" align="left">292</td>
<td valign="top" align="left">16 Oct.</td>
<td valign="top" align="left">26</td>
</tr>
<tr>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">16 Sep.</td>
<td valign="top" align="left">211</td>
<td valign="top" align="left">8 Nov.</td>
<td valign="top" align="left">103</td>
<td valign="top" align="left">4 Oct.</td>
<td valign="top" align="left">208</td>
<td valign="top" align="left">13 Oct.</td>
<td valign="top" align="left">20</td>
</tr>
<tr>
<td valign="top" align="left">2022</td>
<td valign="top" align="left">18 Sep.</td>
<td valign="top" align="left">19</td>
<td valign="top" align="left">27 Oct.</td>
<td valign="top" align="left">47</td>
<td valign="top" align="left">8 Oct.</td>
<td valign="top" align="left">229</td>
<td valign="top" align="left">27 Oct.</td>
<td valign="top" align="left">500</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Average</bold>
</td>
<td valign="top" align="left">18 Sep.</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">5 Nov.</td>
<td valign="top" align="left">305</td>
<td valign="top" align="left">11 Oct.</td>
<td valign="top" align="left">408</td>
<td valign="top" align="left">18 Oct.</td>
<td valign="top" align="left">88</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>SD</bold>
</td>
<td valign="top" align="left">1.73</td>
<td valign="top" align="left">97.3</td>
<td valign="top" align="left">8.4</td>
<td valign="top" align="left">355.5</td>
<td valign="top" align="left">5.3</td>
<td valign="top" align="left">310.2</td>
<td valign="top" align="left">9.06</td>
<td valign="top" align="left">134.6</td>
</tr>
</tbody>
</table>
</table-wrap>
</app>
</app-group>
</back>
</article>