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Frantz BH, Sepúlveda M, García‐Reyes M, Vega R, Palacios DM, Bedriñana‐Romano L, Hückstädt LA, Santos‐Carvallo M, Davis JD, Hines E. Combining potential and realized distribution modeling of telemetry data for a bycatch risk assessment. Ecol Evol 2024; 14:e11541. [PMID: 38932966 PMCID: PMC11199131 DOI: 10.1002/ece3.11541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 05/12/2024] [Accepted: 05/20/2024] [Indexed: 06/28/2024] Open
Abstract
Establishing marine species distributions is essential for guiding management and can be estimated by identifying potential favorable habitat at a population level and incorporating individual-level information (e.g., movement constraints) to inform realized space use. In this research, we applied a combined modeling approach to tracking data of adult female and juvenile South American sea lions (Otaria flavescens; n = 9) from July to November 2011 to make habitat predictions for populations in northern Chile. We incorporated topographic and oceanographic predictors with sea lion locations and environmentally based pseudo-absences in a generalized linear model for estimating population-level distribution. For the individual approach, we used a generalized linear mixed-effects model with a negative exponential kernel variable to quantify distance-dependent movement from the colony. Spatial predictions from both approaches were combined in a bivariate color map to identify areas of agreement. We then used a GIS-based risk model to characterize bycatch risk in industrial and artisanal purse-seine fisheries based on fishing set data from scientific observers and artisanal fleet logs (2010-2015), the bivariate sea lion distribution map, and criteria ratings of interaction characteristics. Our results indicate population-level associations with productive, shallow, low slope waters, near to river-mouths, and with high eddy activity. Individual distribution was restricted to shallow slopes and cool waters. Variation between approaches may reflect intrinsic factors restricting use of otherwise favorable habitat; however, sample size was limited, and additional data are needed to establish the full range of individual-level distributions. Our bycatch risk outputs identified highest risk from industrial fisheries operating nearshore (within 5 NM) and risk was lower, overall, for the artisanal fleet. This research demonstrates the potential for integrating potential and realized distribution models within a spatial risk assessment and fills a gap in knowledge on this species' distribution, providing a basis for targeting bycatch mitigation outreach and interventions.
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Affiliation(s)
- Bethany H. Frantz
- School of the EnvironmentSan Francisco State UniversitySan FranciscoCaliforniaUSA
| | - Maritza Sepúlveda
- Centro de Investigación y Gestión de Recursos Naturales (CIGREN), Instituto de Biología, Facultad de CienciasUniversidad de ValparaísoValparaísoChile
- Núcleo Milenio de Salmónidos Invasores (INVASAL)Universidad de ConcepciónConcepciónChile
| | | | - Rodrigo Vega
- Instituto de Fomento Pesquero (IFOP)ValparaísoChile
| | - Daniel M. Palacios
- Marine Mammal InstituteOregon State UniversityNewportOregonUSA
- Department of Fisheries, Wildlife and Conservation SciencesOregon State UniversityNewportOregonUSA
| | - Luis Bedriñana‐Romano
- Instituto de Ciencias Marinas y Limnológicas, Facultad de CienciasUniversidad Austral de ChileCasilla, ValdiviaChile
- NGO Centro Ballena AzulValdiviaChile
- Centro de Investigación Oceanográfica COPAS CoastalUniversidad de ConcepciónConcepciónChile
| | - Luis A. Hückstädt
- Centre for Ecology and ConservationUniversity of ExeterCornwallUK
- Institute of Marine SciencesUniversity of California Santa CruzSanta CruzCaliforniaUSA
| | - Macarena Santos‐Carvallo
- Centro de Investigación y Gestión de Recursos Naturales (CIGREN), Instituto de Biología, Facultad de CienciasUniversidad de ValparaísoValparaísoChile
| | - Jerry D. Davis
- School of the EnvironmentSan Francisco State UniversitySan FranciscoCaliforniaUSA
| | - Ellen Hines
- School of the EnvironmentSan Francisco State UniversitySan FranciscoCaliforniaUSA
- Estuary & Ocean Science CenterSan Francisco State UniversityTiburonCaliforniaUSA
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Cansse T, Lens L, Sutton GJ, Botha JA, Arnould JPY. Foraging behaviour and habitat use during chick-rearing in the Australian endemic black-faced cormorant (Phalacrocorax fuscescens). Biol Open 2024; 13:bio060336. [PMID: 38752596 PMCID: PMC11128270 DOI: 10.1242/bio.060336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 04/18/2024] [Indexed: 05/28/2024] Open
Abstract
Despite its wide distribution, relatively little is known of the foraging ecology and habitat use of the black-faced cormorant (Phalacrocorax fuscescens), an Australian endemic seabird. Such information is urgently required in view of the rapid oceanic warming of south-eastern Australia, the stronghold of the species. The present study used a combination of opportunistically collected regurgitates and GPS/dive behaviour data loggers to investigate diet, foraging behaviour and habitat-use of black-faced cormorants during four chick-rearing periods (2020-2023) on Notch Island, northern Bass Strait. Observed prey species were almost exclusively benthic (95%), which is consistent with the predominantly benthic diving behaviour recorded. Males foraged at deeper depths than females (median depth males: 18 m; median depth females: 8 m), presumably due to a greater physiological diving capacity derived from their larger body size. This difference in dive depths was associated with sexual segregation of foraging locations, with females predominantly frequenting shallower areas closer to the coastline. These findings have strong implications for the management of the species, as impacts of environmental change may disproportionally affect the foraging range of one sex and, thereby, reproductive success.
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Affiliation(s)
- Thomas Cansse
- School of Life and Environmental Sciences, Deakin University, Burwood 3125, Australia
- Terrestrial Ecology Unit, Ghent University, Ghent 9000, Belgium
| | - Luc Lens
- Terrestrial Ecology Unit, Ghent University, Ghent 9000, Belgium
| | - Grace J. Sutton
- School of Life and Environmental Sciences, Deakin University, Burwood 3125, Australia
| | - Jonathan A. Botha
- School of Life and Environmental Sciences, Deakin University, Burwood 3125, Australia
| | - John P. Y. Arnould
- School of Life and Environmental Sciences, Deakin University, Burwood 3125, Australia
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Schwarz JFL, DeRango EJ, Zenth F, Kalberer S, Hoffman JI, Mews S, Piedrahita P, Trillmich F, Páez-Rosas D, Thiboult A, Krüger O. A stable foraging polymorphism buffers Galápagos sea lions against environmental change. Curr Biol 2022; 32:1623-1628.e3. [PMID: 35240048 DOI: 10.1016/j.cub.2022.02.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/20/2022] [Accepted: 02/01/2022] [Indexed: 11/26/2022]
Abstract
Understanding the ability of animals to cope with a changing environment is critical in a world affected by anthropogenic disturbance.1 Individual foraging strategies may influence the coping ability of entire populations, as these strategies can be adapted to contrasting conditions, allowing populations with foraging polymorphisms to be more resilient toward environmental change.2,3 However, environmentally dependent fitness consequences of individual foraging strategies and their effects on population dynamics have not been conclusively documented.4,5 Here, we use biologging data from endangered Galápagos sea lion females (Zalophus wollebaeki) to show that benthically foraging individuals dig after sand-dwelling prey species while pelagic foragers hunt in more open waters. These specialized foraging behaviors result in distinct and temporally stable patterns of vibrissae abrasion. Using vibrissae length as a visual marker for the benthic versus pelagic foraging strategies, we furthermore uncovered an environment-dependent fitness trade-off between benthic and pelagic foragers, suggesting that the foraging polymorphism could help to buffer the population against the negative effects of climate change. However, demographic projections suggest that this buffering effect is unlikely to be sufficient to reverse the ongoing population decline of the past four decades.6 Our study shows how crucial a deeper understanding of behavioral polymorphisms can be for predicting how populations cope within a rapidly changing world. VIDEO ABSTRACT.
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Affiliation(s)
- Jonas F L Schwarz
- Department of Animal Behaviour, Bielefeld University, Bielefeld, NRW 33615, Germany.
| | - Eugene J DeRango
- Department of Animal Behaviour, Bielefeld University, Bielefeld, NRW 33615, Germany
| | - Friederike Zenth
- Chair of Wildlife Ecology and Management, Freiburg University, Freiburg, BW 79106, Germany
| | - Stephanie Kalberer
- Department of Animal Behaviour, Bielefeld University, Bielefeld, NRW 33615, Germany
| | - Joseph I Hoffman
- Department of Animal Behaviour, Bielefeld University, Bielefeld, NRW 33615, Germany
| | - Sina Mews
- Department of Business Administration and Economics, Bielefeld University, Bielefeld, NRW 33615, Germany
| | - Paolo Piedrahita
- Facultad de Ciencias de la Vida, Escuela Superior Politécnica del Litoral, Guayaquil, GP 090902, Ecuador
| | - Fritz Trillmich
- Department of Animal Behaviour, Bielefeld University, Bielefeld, NRW 33615, Germany
| | - Diego Páez-Rosas
- Universidad San Francisco de Quito, Galápagos Science Center, Isla San Cristobal, Islas Galápagos 200101, Ecuador
| | - Antoine Thiboult
- Department of Civil and Water Engineering, Université Laval, Québec, QC G1V 0A6, Canada
| | - Oliver Krüger
- Department of Animal Behaviour, Bielefeld University, Bielefeld, NRW 33615, Germany
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Speakman CN, Hoskins AJ, Hindell MA, Costa DP, Hartog JR, Hobday AJ, Arnould JPY. Influence of environmental variation on spatial distribution and habitat-use in a benthic foraging marine predator. ROYAL SOCIETY OPEN SCIENCE 2021; 8:211052. [PMID: 34754503 PMCID: PMC8493206 DOI: 10.1098/rsos.211052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 09/13/2021] [Indexed: 06/13/2023]
Abstract
The highly dynamic nature of the marine environment can have a substantial influence on the foraging behaviour and spatial distribution of marine predators, particularly in pelagic marine systems. However, knowledge of the susceptibility of benthic marine predators to environmental variability is limited. This study investigated the influence of local-scale environmental conditions and large-scale climate indices on the spatial distribution and habitat use in the benthic foraging Australian fur seal (Arctocephalus pusillus doriferus; AUFS). Female AUFS provisioning pups were instrumented with GPS or ARGOS platform terminal transmitter tags during the austral winters of 2001-2019 at Kanowna Island, south-eastern Australia. Individuals were most susceptible to changes in the Southern Oscillation Index that measures the strength of the El Niño Southern Oscillation, with larger foraging ranges, greater distances travelled and more dispersed movement associated with 1-yr lagged La Niña-like conditions. Additionally, the total distance travelled was negatively correlated with the current year sea surface temperature and 1-yr lagged Indian Ocean Dipole, and positively correlated with 1-yr lagged chlorophyll-a concentration. These results suggest that environmental variation may influence the spatial distribution and availability of prey, even within benthic marine systems.
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Affiliation(s)
- Cassie N Speakman
- School of Life and Environmental Sciences, Deakin University, Burwood, Victoria, Australia
| | | | - Mark A Hindell
- Institute for Marine and Antarctic Studies, University of Tasmania, Hobart, Tasmania, Australia
| | - Daniel P Costa
- Ecology and Evolutionary Biology Department, University of California Santa Cruz, Santa Cruz, CA, USA
| | - Jason R Hartog
- CSIRO Oceans and Atmosphere, Hobart, Tasmania, Australia
| | | | - John P Y Arnould
- School of Life and Environmental Sciences, Deakin University, Burwood, Victoria, Australia
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