Activity seascapes highlight central place foraging strategies in marine predators that never stop swimming
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BACKGROUND: Central place foragers (CPF) rest within a central place, and theory predicts that distance of patches from this central place sets the outer limits of the foraging arena. Many marine ectothermic predators behave like CPF animals, but never stop swimming, suggesting that predators will incur 'travelling' costs while resting. Currently, it is unknown how these CPF predators behave or how modulation of behavior contributes to daily energy budgets. We combine acoustic telemetry, multi-sensor loggers, and hidden Markov models (HMMs) to generate 'activity seascapes', which combine space use with patterns of activity, for reef sharks (blacktip reef and grey reef sharks) at an unfished Pacific atoll. RESULTS: Sharks of both species occupied a central place during the day within deeper, cooler water where they were less active, and became more active over a larger area at night in shallower water. However, video cameras on two grey reef sharks revealed foraging attempts/success occurring throughout the day, and that multiple sharks were refuging in common areas. A simple bioenergetics model for grey reef sharks predicted that diel changes in energy expenditure are primarily driven by changes in swim speed and not body temperature. CONCLUSIONS: We provide a new method for simultaneously visualizing diel space use and behavior in marine predators, which does not require the simultaneous measure of both from each animal. We show that blacktip and grey reef sharks behave as CPFs, with diel changes in activity, horizontal and vertical space use. However, aspects of their foraging behavior may differ from other predictions of traditional CPF models. In particular, for species that never stop swimming, patch foraging times may be unrelated to patch travel distance.
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An 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].”
From Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands (2020) · cites this paper as [43]
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Hidden semi-Markov models with inhomogeneous state dwell-time distributions
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Interpretable seasonal multisite hidden Markov model for stochastic rain generation in France
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Self-citation
- Authors
- Papastamatiou, Y. P., Watanabe, Y. Y., Demšar, U., Leos-Barajas, V., Bradley, D., Langrock, R., Weng, K., Lowe, C. G., Friedlander, A. M., & Caselle, J. E.
- Affiliations
- Florida International University (US)
- The Graduate University for Advanced Studies, SOKENDAI (JP)
- University of St Andrews (GB)
- University of California, Santa Barbara (US)
- Bielefeld University (DE)
- William & Mary (US)
- California State University, Long Beach (US)
- University of Hawaiʻi at Mānoa (US)
- Corresponding author
- Demšar, Urška
- ORCID
- Venue
- Movement Ecology
- Published
- 2018-06-21
- Volume
- 6
- Issue
- 1
- Pages
- 9-9
- ISSN
- 2051-3933 (ISSN-L)
- PMC
- PMC6011523
- OpenAlex
- W2808150803
- Cited by
- 86
- References
- 48
- Citations by year
- 2026: 2 · 2025: 8 · 2024: 10 · 2023: 10 · 2022: 12 · 2021: 24 · 2020: 10 · 2019: 6 · 2018: 3 · 2017: 1
- FWCI
- 8.43
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Movement Ecology (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- W&M Publish (College of William & Mary) (submittedVersion)
- St Andrews Research Repository (St Andrews Research Repository) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- NOAA Institutional Repository (submittedVersion)
- PUB – Publications at Bielefeld University (Bielefeld University) (submittedVersion)
- Funders
- Marisla Foundation
- Japan Society for the Promotion of Science (25850138)
- NOAA Coral Reef Conservation Program (NA05OAR4301108)
- Topics
- Physical Sciences › Environmental Science › Nature and Landscape Conservation › Ichthyology and Marine Biology
- Physical Sciences › Environmental Science › Ecology › Wildlife Ecology and Conservation
- Physical Sciences › Environmental Science › Ecology › Marine animal studies overview
- Keywords
- central place foraging, reef sharks, grey reef shark, blacktip reef shark, diel activity patterns, space use, foraging behavior, energy expenditure, bioenergetics model, swimming speed, body temperature
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.
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