Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands
Open accessAbstract
Background: Animals need adaptive strategies to cope with seasonal changes in prey availability to survive and reproduce, which can include migrating, prey-switching, or reducing metabolic needs. Human settlements can disrupt spatiotemporal patterning in resource availability, which can affect animals’ foraging success, particularly for juveniles who are behaviorally developing and learning efficient foraging skills. Here, we investigate behavioral responses of juvenile striated caracaras, a near-threatened scavenging falconid, to seasonally migratory seabird prey and a farm settlement on Saunders Island, Falklands. We deployed accelerometer–GPS dataloggers (n = 27) to measure seasonal differences in daily and hourly vectorial dynamic body acceleration (VeDBA; an activity index measured in gravitational g) and space use, and investigated seasonal variation in body mass of the tagged subset and an additional 65 caracaras. Results: Juvenile caracaras were overall similarly active in winter and summer. However, during winter, caracaras made the most of limited daylight by increasing average daytime activity (winter males: 0.16 ± 0.03 g, summer males: 0.09 ± 0.01 g, winter females: 0.12 ± 0.02 g, summer females: 0.08 ± 0.01 g). During winter, both sexes increased the percentage of daylight spent in high activity (winter males: 35 ± 5%, summer males: 21 ± 3%, winter females: 25 ± 6%, summer females: 16 ± 3%,p < 0.001) and ranged nearly 4 times farther (95% kernel density estimate winter: 2.36 ± 0.96 km 2, summer: 0.61 ± 0.20 km 2;p < 0.001). Furthermore, on a daily scale, males were 21% more active than females year-round (24-h average VeDBA: males 0.07 ± 0.01 g, females 0.06 ± 0.01 g;p < 0.01). We did not observe a significant seasonal difference in mass. Conclusion: That caracaras’ daily activity and body mass did not vary between seasons suggests that wintering birds on Saunders are meeting resource requirements despite the absence of seasonally migratory prey. We hypothesize that human subsidies may mitigate the effect of seasonal food limitations. Further research should include studies on seasonal energetics to improve our understanding of baseline body condition, and comparative studies on other islands and including adults to understand the importance of human subsidies.
AI snapshot
Written from the paper’s full text.
TL;DR
Juvenile striated caracaras on Saunders Island were overall similarly active in winter and summer, but they compressed activity into shorter winter daylight and expanded winter ranges nearly fourfold. Body mass did not differ significantly by season, leading the authors to hypothesize that farm subsidies mitigate seasonal food limitation.
Key findings
- There was no seasonal difference in 24-h average VeDBA, but winter daytime activity increased by 71% for males and 60% for females (winter males: 0.16 ± 0.03 g, summer males: 0.09 ± 0.01 g; winter females: 0.12 ± 0.02 g, summer females: 0.08 ± 0.01 g; ANOVA, p < 0.001).
- During winter, both sexes increased the percentage of daylight spent in high activity (winter males: 35 ± 5%, summer males: 21 ± 3%; winter females: 25 ± 6%, summer females: 16 ± 3%; p < 0.001), and males were 21% more active than females year-round (24-h average VeDBA: males 0.07 ± 0.01 g, females 0.06 ± 0.01 g; p < 0.01).
- Winter 95% kernel density ranges were nearly 4 times larger than summer ranges (winter: 2.36 ± 0.96 km², summer: 0.61 ± 0.20 km²; p < 0.001), and 50% core areas increased by 58% (winter: 0.19 ± 0.02 km², summer: 0.12 ± 0.04 km²; p < 0.001).
- No statistically significant seasonal mass difference was found, though both sexes trended lighter in winter (males summer: 1498 ± 169 g, n = 11; males winter: 1424 ± 104 g, n = 33; females summer: 1772 ± 108 g, n = 19; females winter: 1717 ± 121 g, n = 29); males weighed 17% less than females year-round (males: 1443 ± 125 g, n = 44; females: 1739 ± 118 g, n = 48; p < 0.05).
Methods
- The study was conducted on Saunders Island, Falkland Islands, from 2017 to 2019. The authors trapped 92 juvenile caracaras, 62 at the seabird colonies site in summer and 30 at the farm site in winter, and deployed accelerometer-GPS dataloggers on 27 birds (13 summer, 14 winter).
- Analyses used 24 complete tri-axial acceleration datasets (winter n = 12, summer n = 12), of which 12 also recorded GPS data (winter n = 5, summer n = 7). They calculated 24-h and daytime average VeDBA, used a 4-state hidden Markov model to classify behavioral states, and estimated 95% KDE, 50% KDE, and 100% MCP space use.
- Statistical comparisons used ANOVA with season, sex, and device model as covariates, plus two-sample t-tests and Wilcoxon rank sum tests for space-use metrics. Mass analysis included the tagged subset plus an additional 65 caracaras and was restricted to birds without distended crops.
Limitations
- The paper states that two datalogger versions were used; tag version was significant in models but explained only an additional 13% of daily average VeDBA and 6% of daytime average VeDBA, compared with 32% and 72% explained by biological factors. The authors note the effect could have been due to year rather than tag version, but year and tag version could not be included in the same model because both tag versions were not used in all years.
- The paper states that not enough males wore GPS transmitters in winter to draw a statistically significant conclusion about sex differences in space use; only one winter male was sampled for GPS.
- Evident from the text: GPS sample sizes were small (winter n = 5, summer n = 7), deployment durations ranged from 1.0 to 12.2 days with logger battery durations of 26–40 h, and the study was limited to juvenile caracaras on one island during concurrent datalogger development.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
11 of 30 cited sources checked · 6 supported · 0 flagged · accuracy not yet measured
- Interpretationcitation
The seasonal daily ranges measured in this study were comparable to the multiday ranges reported in Harrington et al. (2018).
“Notably, the seasonal daily ranges we measured were comparable to the multiday ranges reported in Harrington et al. (2018), which tracked 6 birds with GPS dataloggers over 5-20 days during December 2010 and 5 birds over 3-9 days during July-August 2012 and 2017.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Harrington et al. (2018) source
- Premisecitation
Hidden Markov models allow identification of relevant changes in behavioral intensity (activity versus rest) while taking into account the serial dependence between observations.
“We used hidden Markov models (HMMs) to infer behavioral states from the 10-Hz acceleration data as they allow identification of relevant changes in behavioral intensity, i.e., activity versus rest, taking into account the serial dependence between observations [42,70].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [42] Leos-Barajas V, Photopoulou T, Langrock R, Patterson TA, Watanabe YY, Murgatroyd M, Papastamatiou YP. Analysis of animal accelerometer data using hidden Markov models. Methods Ecol Evol. 2017;8:161–73. source
- cites [70] Patterson A, Gilchrist HG, Chivers L, Hatch S, Elliott K. A comparison of techniques for classifying behavior from accelerometers for two species of seabird. Ecol Evol. 2019;9:3030–45. source
The Discussion (page unavailable) says HMMs account for serial dependence in acceleration data and model transitions between behavioral states. The Methods section (page unavailable) describes classifying seabird behaviors such as flying and swimming, but does not establish the specific activity-versus-rest distinction attributed to this source. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
Lower resolution acceleration data maintains high accuracy.
“Because we were assessing hourly and daily scales and lower resolution acceleration data maintains high accuracy [66], we down sampled the data to 10-Hz to improve data processing speeds [67].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [66] Ladds MA, Salton M, Hocking DP, McIntosh RR, Thompson AP, Slip DJ, Harcourt RG. Using accelerometers to develop time-energy budgets of wild fur seals from captive surrogates. PeerJ. 2018;6:e5814. source
- Findingown data
Mean 100% MCP for winter was an order of magnitude larger than summer (winter 10.8 ± 14.5 km2, summer 0.45 ± 0.42 km2; Wilcoxon p < 0.01).
“For comparison, the mean 100% minimum convex polygon (MCP) for winter was an order of magnitude larger than during summer (winter: 10.8 ± 14.5 km 2 , summer: 0.45 ± 0.42 km 2 ; Wilcoxon rank sum test, p < 0.01).”
Quote in the paperSubstantial claim - Findingown data
Winter daily range size (95% KDE) was nearly 4 times larger than summer (winter 2.36 ± 0.96 km2, summer 0.61 ± 0.20 km2; Wilcoxon p < 0.001).
“and ranged nearly 4 times farther (95% kernel density estimate winter: 2.36 ± 0.96 km 2 , summer: 0.61 ± 0.20 km 2 ; p < 0.001).”
- Also stated in: § Daily space use · plain
“The winter daily range size (i.e., 95% kernel density estimate, KDE) was nearly 4 times larger than during summer (winter 2.36 ± 0.96 km 2 , summer 0.61 ± 0.20 km 2 ; Wilcoxon rank sum test, p < 0.001)”
Quote in the paperNot a substantial claim - Also stated in: § Daily space use · plain
- Findingown data
Males weighed 17% less than females throughout the year (males 1443 ± 125 g n=44, females 1739 ± 118 g n=48; ANOVA p < 0.05, F=5.48).
“Males weighed 17% less than females throughout the year (males: 1443 ± 125 g, n = 44, females: 1739 ± 118 g, n = 48; ANOVA, p < 0.05, F = 5.48).”
Quote in the paperNot a substantial claim - Findingown data
Males were 21% more active than females year-round (24-h average VeDBA: males 0.07 ± 0.01 g, females 0.06 ± 0.01 g; ANOVA p < 0.01).
“Furthermore, on a daily scale, males were 21% more active than females year-round (24-h average VeDBA: males 0.07 ± 0.01 g, females 0.06 ± 0.01 g; p < 0.01).”
- Also stated in: § Daily time-activity allocation · hedged
“Furthermore, on a daily basis, males appear to be 21% more active than females year-round (24-h average VeDBA: males: 0.07 ± 0.01 g, females: 0.06 ± 0.01 g; ANOVA, p < 0.01, t = 3.35; Fig. 1).”
Quote in the paperNot a substantial claim - Also stated in: § Daily time-activity allocation · hedged
- Findingown data
Winter kernel core area (50% KDE) increased by 58% compared to summer (winter 0.19 ± 0.02 km2, summer 0.12 ± 0.04 km2; t test p < 0.001).
“while their winter kernel core area of use (i.e., 50% KDE) increased by 58% (winter 0.19 ± 0.02 km 2 , summer 0.12 ± 0.04 km 2 ; twosample t test, p < 0.001; Fig. 4).”
Quote in the paperSubstantial claim - Findingown data
Nearly all activity occurred during daylight hours.
“Nearly all activity occurred during daylight hours (Fig. 1), thus we focused the remainder of our analysis only on daytime.”
Quote in the paperSubstantial claim - Findingown data
Year-round, males spent a greater percentage of daylight hours in low activity (state 3) than females (males 29% ± 5%, females 24% ± 5%; ANOVA p = 0.01).
“Similarly, we found that males spent a greater percentage of daylight hours in state 3 (i.e., low activity) year-round (males: 29% ± 5%, females: 24% ± 5%; ANOVA, p = 0.01, t = 2.75)”
Quote in the paperNot a substantial claim - Findingown data
Juvenile caracaras on Saunders Island were overall similarly active in winter and summer (no seasonal difference in 24-h average VeDBA for either sex).
“Juvenile caracaras were overall similarly active in winter and summer.”
- Also stated in: § Daily time-activity allocation · plain
“On a daily scale, caracaras were similarly active in winter and summer.We found no seasonal difference in the overall daily activity index (i.e., 24-h average VeDBA) for either sex.”
Quote in the paperSubstantial claim - Also stated in: § Daily time-activity allocation · plain
- Findingown data
Year-round, males spent a greater percentage of daylight hours in high activity (state 4) than females.
“Year-round, males spent a greater percentage of daylight hours in state 4 (i.e., high activity) than females (Fig. 3b)”
Quote in the paperNot a substantial claim - Findingown data
During daylight, winter VeDBA increased by 71% for males and 60% for females compared to summer.
“During daylight, winter VeDBA increased by 71% for males and 60% for females (Fig.1a) in comparison to summer (Fig.1b)”
Quote in the paperSubstantial claim - Interpretationreasoning
Juvenile caracaras on Saunders appear to respond atypically to human subsidies.
“However, juvenile caracaras appear to respond atypically to human subsidies.”
Quote in the paperSubstantial claim - Study design and conductown data
Dataloggers were <2% of birds' body mass (1649.44 ± 177.08 g, mean ± SD [n=27]).
“The dataloggers were < 2% of birds' body mass (1649.44 ± 177.08 g, mean ± SD [n = 27]);”
Quote in the paperSubstantial claim - Study design and conductown data
Not enough males wore GPS transmitters in winter to draw a statistically significant conclusion about differences in space use by sex.
“In the present study, not enough males wore GPS transmitters in winter to draw a statistically significant conclusion about differences in space use by sex.”
Quote in the paperNot a substantial claim - Interpretationown data
Juvenile caracaras on Saunders do not employ the energy-saving strategies that some species exhibit when faced with seasonal food scarcity.
“These results suggest that during winter, juvenile caracaras on Saunders do not employ the energy-saving strategies that some species exhibit when faced with seasonal food scarcity [44][45][46][47].”
Quote in the paperSubstantial claim - Premiseown data
Not all caracaras in the Falklands overwinter at farm settlements.
“Additionally, not all caracaras in the Falklands overwinter at farm settlements.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The human subsidies are less attractive to the birds than naturally available resources.
“This suggests that the human subsidies are less attractive to the birds than naturally available resources.”
Quote in the paperSubstantial claim - Study design and conductown data
When comparing between seasons measured by the same tag version, similar results were achieved.
“Additionally, when comparing between seasons measured by the same tag version, we achieved similar results.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The higher activity of male caracaras cannot be due to nest provisioning because these are juvenile birds not involved in breeding activity.
“Since these are juvenile birds, they are not involved in breeding activity, so this cannot be due to nest provisioning.”
Quote in the paperSubstantial claim - Interpretationcitation
The higher activity of male caracaras may be a behavioral expression of reverse sexual size dimorphism common in the Falconidae family.
“Moreover, we found that male caracaras are more active than females in both seasons, a possible behavioral expression of the reverse sexual size dimorphism common in the Falconidae family [48,49].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [48] Bechard MJ, Sarasola JH, Helbig AJ. Morphometric Measures of male and female Spot-winged Falconets Spiziapteryx circumcinctus sexed using PCR Amplification Methods. In: Chancellor RD, Meyburg BU, editors. Raptors Worldwide. World Working Group on Birds of Prey and Owls & MME/BirdLife Hungary, Budapest; 2004.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [49] Newton I. Population ecology of raptors. London: A&C Black; 2010.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Wintering juvenile caracaras on Saunders Island are meeting their resource requirements despite the absence of seasonally migratory seabird prey.
“That caracaras' daily activity and body mass did not vary between seasons suggests that wintering birds on Saunders are meeting resource requirements despite the absence of seasonally migratory prey.”
- Also stated in: § Discussion · hedged
“That the caracaras' daily activity and overall body mass did not vary between the seasons suggests that wintering birds on Saunders Island are meeting their resource requirements despite the absence of seasonally migratory seabird prey.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · hedged
- Study design and conductown data
All but two of the deployed loggers were recovered.
“All but two loggers were recovered.”
- Also stated in: § Animal handling and instrumentation · plain
“Despite intensive efforts, we were unable to relocate one bird tagged during austral summer 2017 and another tagged during austral winter 2018.”
Quote in the paperNot a substantial claim - Also stated in: § Animal handling and instrumentation · plain
- Study design and conductown data
We validated the HMM state classifications using ecological knowledge (675 h of observations over 3.5 years) and GPS positions.
“We used ecological knowledge (i.e., 675 h of observations over 3.5 years) and GPS positions to validate the model's state classifications (e.g., known overnight roost sites where caracaras should be in a resting state).”
Quote in the paperSubstantial claim - Premisecitation
For animal behavior data, formal model selection techniques tend to select more HMM states than seem biologically reasonable.
“For animal behavior data, formal model selection techniques tend to select more HMM states than seem biologically reasonable (i.e., additional states compensate for the inability to capture all the structure in such complex data); therefore, we first considered a simple (2-state) model and then built up complexity until a reasonable goodness-of-fit was achieved, but such that the model states were”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [72] Pohle J, Langrock R, van Beest FM, Schmidt NM. Selecting the number of states in hidden Markov models: pragmatic solutions illustrated using animal movement. J Agric Biol Environ Stat. 2017;22:270–93. source
- Study design and conductown data
We obtained 24 complete datasets of tri-axial acceleration, with 12 in winter and 12 in summer.
“We obtained 24 complete datasets of tri-axial acceleration (winter n = 12, summer n = 12).”
Quote in the paperSubstantial claim
- May combine two claims. 22
- Classified as probably not a substantial claim. 25
- The quote only partly states this claim. 1
May combine two claims.
PremisecitationDuring austral winter, caracaras' diets include native upland geese, feces and carrion of resident southern fur seals, southern sea lions, and gentoo penguins, as well as beetles and subsidies provided by farms.
“During austral winter, when most seabirds migrate offshore, caracaras' diets include native upland geese (Chloephaga picta), the feces and carrion of resident southern fur seals (Arctocephalus australis), southern sea lions (Mirounga leonina) and gentoo penguins (Pygoscelis papua), as well as beetles and subsidies provided by farms [17,28,31].”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [17] Harrington KJ, Pole-Evans S, Reeves M, Bechard M, Bobowski M, Barber DR, Rexer-Huber K, Lecomte N, Bildstein KL. Seasonal micro-migration in a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands. Mov Ecol. 2018;6:4. source
The Discussion (page not provided) describes winter use of farm scraps and upland-goose carcasses, and the Background says some caracaras switch to invertebrates. But the Discussion places reliance on pinniped feces and carcasses historically, while the study-area passage mentions gentoo penguins in summer; the copy does not establish beetles or the named mammals and penguins as current winter foods. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [28] Strange IJ. The Striated Caracara Phalcoboenus australis in the Falkland Islands. Warrington: Philip Myers; 1996.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [31] Rexer-Huber K, Bildstein KL. Winter diet of Striated Caracara Phalcoboenus australis (Aves, Polyborinae) at a farm settlement on the Falkland Islands. Polar Biol. 2013;36:437–43. source
Classified as probably not a substantial claim.
Study design and conductcitationPrior to deployment, all loggers were spherically rotated to pass through all combinations of pitch and roll to record reference values to calibrate accelerometer data for inherent sensor variability.
“Prior to deployment, we spherically rotated all loggers to pass through all combinations of pitch and roll to record reference values to calibrate accelerometer data to account for inherent sensor variability (i.e., due to manufacturing) [64].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [64] Wilson RP, White CR, Quintana F, Halsey LG, Liebsch N, Martin GR, Butler PJ. Moving towards acceleration for estimates of activity-specific metabolic rate in free-living animals: the case of the cormorant. J Anim Ecol. 2006;75:1081–90. source
The laboratory methods and Fieldwork passages (pages unavailable) describe rotating loggers through all combinations of pitch and roll to calibrate accelerometer output, and the Fieldwork data-processing passage says those calibrations were used to convert readings from millivolts to g. The paper does not say that the purpose was to account for inherent sensor variability due to manufacturing. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
Study design and conductcitationIt was not possible to trap at both sites during the same season because the birds seasonally migrate between the two sites.
“It was not possible to trap at both sites during the same season, because the birds seasonally migrate between the two sites [17].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [17] Harrington KJ, Pole-Evans S, Reeves M, Bechard M, Bobowski M, Barber DR, Rexer-Huber K, Lecomte N, Bildstein KL. Seasonal micro-migration in a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands. Mov Ecol. 2018;6:4. source
The Results (page unavailable) show seasonal movement between the farm and seabird-colony sites, with more resightings at the colonies in summer and at the farm in winter. The paper does not say that trapping at both sites in the same season was impossible because of that movement; its Methods describe surveys at both sites in each season. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationFor other species, predictable food resources have encouraged residency.
“For other species, predictable food resources have encouraged residency (e.g., [16,53,54]).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [16] Gilbert NI, Correia RA, Silva JP, Pacheco C, Catry I, Atkinson PW, Gill JA, Franco AM. Are white storks addicted to junk food? Impacts of landfill use on the movement and behaviour of resident white storks (Ciconia ciconia) from a partially migratory population. Mov Ecol. 2016;4:7. source
The Conclusions say landfill food resources likely facilitated the establishment of resident white storks. The Discussion (Winter nest use) describes those resources as reliable in space and time. This supports the example, but the claim states the causal link more definitely than the paper does. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [53] Plummer KE, Siriwardena GM, Conway GJ, Risely K, Toms MP. Is supplementary feeding in gardens a driver of evolutionary change in a migratory bird species? Glob Chang Biol. 2015;21:4353–63. source
- cites [54] Baskin Y. Trumpeter swans relearn migration. Bioscience. 1993;43:76–9. source
Classified as probably not a substantial claim.
PremisecitationDuring austral winter, most seabirds migrate offshore.
“During austral winter, when most seabirds migrate offshore, caracaras' diets include native upland geese (Chloephaga picta), the feces and carrion of resident southern fur seals (Arctocephalus australis), southern sea lions (Mirounga leonina) and gentoo penguins (Pygoscelis papua), as well as beetles and subsidies provided by farms [17,28,31].”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [17] Harrington KJ, Pole-Evans S, Reeves M, Bechard M, Bobowski M, Barber DR, Rexer-Huber K, Lecomte N, Bildstein KL. Seasonal micro-migration in a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands. Mov Ecol. 2018;6:4. source
- cites [28] Strange IJ. The Striated Caracara Phalcoboenus australis in the Falkland Islands. Warrington: Philip Myers; 1996.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [31] Rexer-Huber K, Bildstein KL. Winter diet of Striated Caracara Phalcoboenus australis (Aves, Polyborinae) at a farm settlement on the Falkland Islands. Polar Biol. 2013;36:437–43. source
Classified as probably not a substantial claim.
PremisecitationVectorial dynamic body acceleration (VeDBA) is an index of activity measured in gravitational g.
“Accelerometers, for example, record high-resolution three-dimensional movement, which can be used to calculate an index of activity, such as vectorial dynamic body acceleration (VeDBA, measured in gravitational g) [40,41].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [40] Qasem L, Cardew A, Wilson A, Griffiths I, Halsey LG, Shepard EL, Gleiss AC, Wilson R. Tri-axial dynamic acceleration as a proxy for animal energy expenditure; should we be summing values or calculating the vector. PloS ONE. 2012;7:e31187. source
- cites [41] Bidder OR, Qasem LA, Wilson RP. On higher ground: how well can dynamic body acceleration determine speed in variable terrain. PloS ONE. 2012;7:e50556. source
Classified as probably not a substantial claim.
PremisecitationAn animal's time-activity budget can be estimated using a hidden Markov model (HMM) to decode behavioral state from acceleration.
“Furthermore, an animal's time-activity budget can be estimated using a hidden Markov model (HMM) to decode behavioral state from acceleration [42,43].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [42] Leos-Barajas V, Photopoulou T, Langrock R, Patterson TA, Watanabe YY, Murgatroyd M, Papastamatiou YP. Analysis of animal accelerometer data using hidden Markov models. Methods Ecol Evol. 2017;8:161–73. source
- cites [43] Papastamatiou YP, Watanabe YY, Demšar U, Leos-Barajas V, Bradley D, Langrock R, Weng K, Lowe CG, Friedlander AM, Caselle JE. Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming. Mov Ecol. 2018;6:9. source
May combine two claims.
Findingown dataTag version had a significant effect in both models; for daily index tag version accounted for additional 13% of variation (p=0.039, t=2.20), for daytime average VeDBA additional 6% (p<0.05, t=2.24).
“Tag version had a significant effect in both models; however, for the daily index (i.e., 24-h average VeDBA) tag version only accounted for an additional 13% of the variation (p = 0.039, t = 2.20), and for the daytime average VeDBA, tag version only accounted for an additional 6% of the variation (p < 0.05, t = 2.24).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDuring summer all tagged birds remained tightly clustered at the seabird colonies site; in winter, caracaras were more loosely clustered at the farm settlement and one bird traveled 16 km northwest to the seabird colonies site.
“During summer all tagged birds remained tightly clustered at the seabird colonies site (Fig. 4b), while in winter, caracaras were more loosely clustered at the farm settlement (Fig. 4a, lower right) and one bird traveled 16 km northwest to the seabird colonies”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe one male sampled during winter traveled from the farm settlement to the seabird colonies, increasing his 95% KDE twofold over the ranges of females who remained at the settlement (male 95% KDE: 3.85 km2, female 95% KDE: 1.98 ± 0.54 km2 [n=4]).
“However, the one male sampled during winter traveled from the farm settlement to the seabird colonies, increasing his 95% KDE twofold over the ranges of females who remained at the settlement (male 95% KDE: 3.85 km 2 , female 95% KDE: 1.98 ± 0.54 km 2 [n = 4]).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDuring winter, both sexes increased the percentage of daylight spent in high activity (state 4): winter males 35 ± 5%, summer males 21 ± 3%, winter females 25 ± 6%, summer females 16 ± 3%; ANOVA p < 0.001.
“During winter, both sexes increased the percentage of daylight spent in high activity (winter males: 35 ± 5%, summer males: 21 ± 3%, winter females: 25 ± 6%, summer females: 16 ± 3%, p < 0.001)”
- Also stated in: § Daily activity budgets · plain
“during winter, both sexes increased the percentage of daylight hours spent in state 4 (winter males: 35 ± 5%, summer males: 21 ± 3%, winter females: 25 ± 6%, summer females: 16 ± 3%; ANOVA, p < 0.001, t = 6.12;Fig. 3b).”
Quote in the paperSubstantial claim- Also stated in: § Daily activity budgets · plain
May combine two claims.
Findingown dataDuring both seasons, over 90% of night was spent in resting states (states 1 and 2), even though winter nights were nearly two times longer (winter 13.2 h, summer 7.2 h mean).
“Using the state-labeled data, we found that during both seasons, over 90% of night was spent in resting states (i.e., states 1 and 2), even though winter nights were nearly two times longer (winter 13.2 h, summer = 7.2 h [mean]).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDuring winter, both sexes increased the percentage of daylight spent in low activity (state 3): winter males 30 ± 5%, summer males 28 ± 3%, winter females 27 ± 6%, summer females 21 ± 2%; ANOVA p < 0.05.
“though during winter both sexes increased the percentage of daylight hours spent in state 3 (winter males: 30 ± 5%, summer males: 28 ± 3%, winter females: 27 ± 6%, summer females: 21 ± 2%; ANOVA, p < 0.05, t = 2.25; Fig. 3b).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataA 4-state HMM fit the data best and comprised interpretable states: rest, rest with noise, low activity, high activity.
“We found that a 4-state HMM fit the data best (Fig. 2a) while comprising clearly interpretable states: (1) rest (e.g., sleep or a similar motionless posture); (2) rest with noise (e.g., preening or daytime rest); (3) low activity (e.g., walking or raking); and (4) high activity (e.g., flight, running, or antagonistic behavior) (Fig. 2b).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataDuring winter, juvenile caracaras increased average daytime activity (VeDBA) relative to summer: winter males 0.16 ± 0.03 g, summer males 0.09 ± 0.01 g, winter females 0.12 ± 0.02 g, summer females 0.08 ± 0.01 g; ANOVA p < 0.001.
“However, during winter, caracaras made the most of limited daylight by increasing average daytime activity (winter males: 0.16 ± 0.03 g, summer males: 0.09 ± 0.01 g, winter females: 0.12 ± 0.02 g, summer females: 0.08 ± 0.01 g).”
- Also stated in: § Daily time-activity allocation · plain
“However, during winter, caracaras made the most of limited daylight by increasing their average daytime activity by 71% for males and 60% for females (winter males: 0.16 ± 0.03 g [n = 5], summer males: 0.09 ± 0.01 g [n = 5], winter females: 0.12 ± 0.02 g [n = 7], summer females: 0.08 ± 0.01 g [n = 7]; ANOVA, p < 0.001, t = 7.05).”
Quote in the paperSubstantial claim- Also stated in: § Daily time-activity allocation · plain
May combine two claims.
Findingown dataThere was no statistically significant seasonal difference in juvenile caracaras' mass, although there was a trend for both males and females to weigh less in winter (males summer 1498 ± 169 g n=11, winter 1424 ± 104 g n=33; females summer 1772 ± 108 n=19, winter 1717 ± 121 g n=29).
“We did not observe a significant seasonal difference in mass.”
- Also stated in: § Seasonal mass · plain
“Contrary to our prediction, we found no statistically significant seasonal difference in juvenile caracaras' mass, although there was a trend for both males and females to weigh less in winter (males summer: 1498 ± 169 g [n = 11], males winter: 1424 ± 104 g [n = 33]; females summer: 1772 ± 108 [n = 19], females winter: 1717 ± 121 g [n = 29]).”
Quote in the paperSubstantial claim- Also stated in: § Seasonal mass · plain
May combine two claims.
Findingown dataCaracaras slept in social roosts at night during both seasons, though GPS tracks suggest interindividual variation in daytime space use.
“Caracaras slept in social roosts at night during both seasons, though GPS tracks suggest interindividual variation in daytime space use.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThe authors observed no adverse effects of trapping and handling, with many individuals continuing to feed immediately upon release.
“We observed no adverse effects of trapping and handling, with many individuals continuing to feed immediately upon release.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductreasoningCaracaras have distensible crops, so the authors visually assessed crop size and restricted mass analysis to birds without distended crops to control for added mass of food storage.
“Caracaras have distensible crops, thus we visually assessed crop size and categorized as not distended, partially distended, or distended, which allowed us to control for the added mass of food storage by restricting our mass analysis to birds that did not have distended crops.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationStriated caracaras exhibit reverse sexual size dimorphism.
“They are long-lived [Amy Wallace pers.comm] with extended periods of adolescence [28] and exhibit reverse sexual size dimorphism [KH unpubl.data].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [KH unpubl.data]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
Study design and conductnone givenThe study targeted juvenile caracaras (second year birds) to remove the effect of breeding on seasonal movement, activity levels, and mass.
“We targeted juvenile caracaras (i.e., second year birds, aged by plumage per [28]) to remove the effect of breeding on seasonal movement, activity levels, and mass.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S1 (asserted). The quote only partly states this claim.
InterpretationreasoningHuman subsidies may mitigate the effect of seasonal food limitations for juvenile caracaras on Saunders.
“We hypothesize that human subsidies may mitigate the effect of seasonal food limitations.”
- Also stated in: § Discussion · hedged
“We hypothesize that resources available at the nearby farm settlement may be mitigating the effect of seasonal food limitations.”
Quote in the paperNot a substantial claim- Also stated in: § Discussion · hedged
May combine two claims.
PremisecitationDuring austral summer, caracaras primarily feed on eggs, chicks, and dead or dying adults of breeding colonial seabirds, the afterbirth, feces, and carrion of resident pinnipeds, and invertebrates including limpets and kelp fly larvae.
“During austral summer, caracaras primarily feed on eggs, chicks, and dead or dying adults of breeding colonial seabirds, the afterbirth, feces, and carrion of resident pinnipeds, and invertebrates including limpets and kelp fly larvae [17,[28][29][30].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17,[28][29][30]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S4 (based).
Study design and conductnone givenAfter deployment, all instrumented individuals resumed normal activity.
“After deployment, all instrumented individuals resumed normal activity.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S1 (asserted). May combine two claims.
InterpretationcitationMale caracaras in the Falklands weigh 200 g less than females, and because cost of transport scales positively with mass, their smaller size could facilitate their higher activity levels.
“On average, male caracaras in the Falklands weigh 200 g less than females, and as cost of transport scales positively with mass, we hypothesize their smaller size could facilitate their higher activity levels [50][51][52].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [50][51][52]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisereasoningWhen seabirds migrate offshore, caracaras vacate their summer roost and move 16 km SE to the farm settlement, where they overwinter at a roost adjacent to the settlement.
“When this happens, caracaras vacate their summer roost and move 16 km SE to the 2.5-km 2 farm settlement, where they overwinter at a roost adjacent to the settlement.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataIt is possible the tag version effect was due to year rather than tag version, and the authors could not include year and tag version in the same model because they did not use both tag versions in all years.
“It is possible the effect was due to year and not tag version, though we were unable to include year and”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).
PremisecitationA previous study posited that population recovery may be limited by winter food stress.
“While the caracaras in the Falklands are now protected, a previous study posited that population recovery may be limited by winter food stress [31].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Rexer-Huber K, Bildstein KL. Winter diet of Striated Caracara Phalcoboenus australis (Aves, Polyborinae) at a farm settlement on the Falkland Islands. Polar Biol. 2013;36:437–43. source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataBoth tag versions comprised a similar percentage of the average caracaras' mass (2017: 1.2%; 2018/19: 1.5%).
“While the 2018/2019 tags weighed slightly more (2017: 20 g; 2018/2019: 25 g), both versions comprised a similar percentage of the average caracaras' mass (2017: 1.2%; 2018/19: 1.5%).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Premisenone givenThe farm settlement provides human subsidies (e.g., animal feed, offal, compost) year-round.
“has a farm settlement that provides human subsidies (e.g., animal feed, offal, and compost) year-round.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHuman subsidies have encouraged corvids and canids to reduce and shift their home ranges closer to subsidized resources.
“Human subsidies have also encouraged corvidsscavenging predators that fill a similar ecological niche as the caracaras-and canids to reduce and shift their home ranges closer to subsidized resources [55,56].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [55] Kristan WB III, Boarman WI. Effects of anthropogenic developments on common raven nesting biology in the west Mojave Desert. Ecol Appl. 2007;17:1703–13. source
- cites [56] Marzluff JM, Neatherlin E. Corvid response to human settlements and campgrounds: causes, consequences, and challenges for conservation. Biol Conserv. 2006;130:301–14. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataOf the 24 datasets, 12 loggers also recorded GPS data, with 5 in winter and 7 in summer.
“Of these, 12 loggers also recorded GPS data (winter n = 5, summer n = 7).”
- Also stated in: § Data processing · plain
“From the 2018 and 2019 deployments that included GPS units, we obtained 12 complete sets of tri-axial acceleration and GPS data.”
Quote in the paperNot a substantial claim- Also stated in: § Data processing · plain
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationA 2012 austral winter survey counted 274 caracaras of all age classes on Steeple Jason Island, where they were observed hunting terrestrial invertebrates, foraging in the intertidal and kelp wrack, and scavenging at gentoo colonies.
“For example, a 2012 austral winter survey counted 274 caracaras of all age classes on Steeple Jason Island, a nature preserve 80 km northwest of Saunders, where the caracaras were observed hunting terrestrial invertebrates, foraging in the intertidal and kelp wrack, and scavenging at gentoo colonies [57].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] Woods RW, Meiburg JA, Galloway D. Striated Caracaras Phalcoboenus australis on Steeple Jason, Falkland Islands: winter population, diet, feeding behaviour and potential problems of mouse eradication August–September 2012. Falkland Islands: Falklands Conservation survey report to F.I. Government. Stanley; 2012.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataOnly one of the 25 recovered loggers failed to record data.
“Only one of 25 recovered loggers failed to record data.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationCost of transport scales positively with mass.
“as cost of transport scales positively with mass, we hypothesize their smaller size could facilitate their higher activity levels [50][51][52].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [50][51][52]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAll dataloggers recorded data for greater than 24 h.
“All dataloggers recorded data for greater than 24 h; although to ensure data were comparable on a daily scale and to minimize the effects of tag deployment, we clipped from the beginning of each dataset to make all files 24 h in length.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe dataset contained only one year per treatment.
“To compare KDEs and MCPs between seasons, we used two-sample t-tests and a Wilcoxon rank sum test, as our dataset contained only one year per treatment.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataSampling rate variability accounted for less than 0.001% of the data.
“Next, we corrected any sampling rate variability, which accounted for less than 0.001% of the data.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningEach dataset represented one individual, so all observations were independent.
“Each dataset represented one individual; thus, all observations were independent.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenCaracara capture, handling, and instrumentation methods were conducted under Institutional Animal Care and Use Committee protocol #1054 and complied with the conservation of Wildlife and Nature Ordinance of 1999, Section 9, License to carry out Scientific Research permit #R22/2015, Falkland Islands Government.
“Caracara capture, handling, and instrumentation methods were conducted under Institutional Animal Care and Use Committee protocol (#1054) and complied with the conservation of Wildlife and Nature Ordinance of 1999, Section 9, License to carry out Scientific Research permit (#R22/2015, Falkland Islands Government).”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
Any unexpected behavioral effect of the dataloggers would be pervasive across the sample and thus would not affect the comparative index.
“we assumed that any unexpected behavioral effect of the dataloggers would be pervasive across our sample and thus not affect our comparative index.”
The paper relies on this without support.
The tagged juvenile caracaras are representative of juvenile caracaras on Saunders Island.
“That caracaras' daily activity and body mass did not vary between seasons suggests that wintering birds on Saunders are meeting resource requirements despite the absence of seasonally migratory prey.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Winter mass sample exceeds the number of birds trapped in winter
MajorThe reported winter mass samples contain 62 birds (33 males and 29 females), but the Methods state that only 30 birds were trapped in winter. The reported summer mass samples total 30, exactly reversing the seasonal capture counts.
“males summer: 1498 ± 169 g [n = 11], males winter: 1424 ± 104 g [n = 33]; females summer: 1772 ± 108 [n = 19], females winter: 1717 ± 121 g [n = 29]”
“From 2017 to 2019, we trapped 92 juvenile caracaras (Phalcoboenus australis, Gmelin 1788), 62 at the seabird colonies site during austral summer (December-February) and 30 at the farm site during austral winter (June-August).”
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Self-citationA low-cost, open-source inertial movement GPS logger for eco-physiology applications
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“To 27 of those caracaras—13 at the seabird colonies site and 14 at the farm settlement—we attached custom-built Arduino-based archival dataloggers (TWLogger; [62]).”
MethodSelf-citationHarrington, K. J., & Bildstein, K. L. (2019) · Journal of Raptor Research · doi:10.3356/jrr-18-65 · Cited by 9 · see citing works
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BackgroundAnalysis of animal accelerometer data using hidden Markov modelsPreprint
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Flagged first, then by citations
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Conners, M. G., Michelot, T., Heywood, E. I., Orben, R. A., Phillips, R. A., Vyssotski, A. L., Shaffer, S. A., & Thorne, L. H. (2021) · Movement Ecology · doi:10.1186/s40462-021-00243-z · Cited by 56 · see citing works
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Self-citationAn open-source platform for sub-$$\textrm{g}$$, sub-$$\upmu$$A data loggers
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“As Striated Caracaras are locally abundant and conspicuous with small daily ranges (Harrington et al. 2020), we accumulated .”
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“…travel repeatedly (i.e., on successive days) to ephemeral food sources, suggesting memory-based spatial use patterns (Gautestad et al. 2013; Harrington et al. 2018, 2020), consistent with growing evidence across birds and mammals that animal movement can be shaped by cognitive processes…”
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- Authors
- Harrington, K. J., Fahlbusch, J. A., Langrock, R., Therrien, J.-F., Houtz, J. L., & McDonald, B. I.
- Affiliations
- Hawk Mountain Sanctuary (US)
- Hopkins Marine Station (US)
- Bielefeld University (DE)
- Cornell University (US)
- Moss Landing Marine Laboratories (US)
- Corresponding author
- Harrington, Katie J.
- ORCID
- Venue
- Animal Biotelemetry
- Published
- 2020-08-03
- Volume
- 8
- Issue
- 1
- ISSN
- 2050-3385 (ISSN-L)
- OpenAlex
- W3047073848
- Cited by
- 7
- References
- 74
- Citations by year
- 2025: 3 · 2024: 1 · 2023: 2 · 2021: 1
- FWCI
- 0.40
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Animal Biotelemetry (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- PUB – Publications at Bielefeld University (Bielefeld University) (submittedVersion)
- Funders
- Hawk Mountain Sanctuary Association
- National Geographic Society
- Topics
- Physical Sciences › Environmental Science › Ecology › Avian ecology and behavior
- Physical Sciences › Environmental Science › Ecology › Wildlife Ecology and Conservation
- Physical Sciences › Environmental Science › Ecology › Animal Ecology and Behavior Studies
- Keywords
- seasonal activity, seabird prey, farm settlement, space use, body mass, sex differences in activity, dynamic body acceleration, Falkland Islands, Near Threatened species, human-wildlife interactions, predator-prey interactions
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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