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The impact of the physical environment on the foraging energetics of shearwaters and the consequences for breeding success

Lead Research Organisation: Bangor University
Department Name: Sch of Ocean Sciences

Abstract

The distribution and availability of food in the marine environment is highly variable over space and time. This creates significant challenges for marine top predators, including seabirds and marine mammals, as they must deploy an efficient movement strategy in their search for food, while navigating an ever-changing landscape of winds, waves and ocean currents. However, oceanographic features, such as tidal mixing fronts enhance productivity, which in turn attracts pelagic and demersal fish. Thus, there is a strong linkage between the dynamic physical environment and the predictability of prey assemblages. Nevertheless, the influence of the physical environment on the distribution of prey in space and time, and the subsequent consequences for marine top predator movement decisions, energetic costs, and offspring success have rarely been studied on a day-by-day basis. For breeding seabirds, their fine-scale movement decisions are typically constrained by the location of terrestrial colonies. This forces them to regularly navigate the variable wind and wave landscape between the terrestrial colony and the preferred offshore foraging areas, often separated by tens to hundreds of kilometres. In doing so they must constantly adapt their behaviour with consequences for route choice, energetic costs, and chick provisioning.
Our project will disentangle the effect of the physical environment on prey availability, movement decisions, flight costs, and chick provisioning using a case study involving Manx shearwaters (Puffinus puffinus) breeding on two colonies within the Irish Sea. Manx shearwaters breeding on Bardsey Island and the Calf of Man forage around a tidal mixing front, namely the Irish Sea Front (ISF). Manx shearwaters are adept fliers and an excellent model species in this context as they use strong winds and waves for low energy soaring but must beat their wings more frequently during low wind conditions, which is energetically more costly. Birds from the two study populations are known to target overlapping foraging areas around the ISF, but operate from opposite sides of the same windscape, resulting in different energetic consequences and foraging strategies. Therefore, variability in wind conditions and the maintenance of ocean fronts are critical to provisioning and successfully rearing chicks. We will monitor the movement decisions and flight costs of Manx shearwaters across two breeding seasons using solar charged GPS and accelerometer tags, and shorter-term high resolution accelerometer tags with inbuilt ECG (to measure heart rate). Accelerometers provide 3-axis acceleration data that measure behaviour and wingbeat frequency which can be converted into estimates of flight costs, along with records of heart rate. Fine scale environmental data will be extracted from across the study area, including wind and waves, while oceanographic models will be used to calculate the position and strength of the ISF over the course of the summers. Changes in the availability of pelagic and demersal prey (e.g. herring, sprat, cod, whiting) will be monitored using a moored echosounder over the course of the summer, while the spatial prey field across the ISF will be measured using ship based echosounder surveys. We will weigh adults and chicks before and after a foraging trip to determine the consequences of movement costs and foraging effort on adult fitness and chick growth.
Using projected changes to the ocean windscape, ocean warming and stratification, we will model the consequences of continued climate change on Manx shearwater movement costs and foraging success. The predicted reduction in the windscape and increased stratification could have disparate effects on the energy budget of breeding Manx shearwaters with consequences for population persistence. This project is critical if we are to understand the impacts of future climate change on these ecologically important species.
 
Description We have completed two very successful and challenging field seasons as proposed in the grant with work occurring in parallel at three different locations. Our shearwater tagging campaigns were ambitious covering the breeding season and we incurred minimal tag loss. At the same time our research cruises ran as planned although some plans had to be amended due to adverse weather which was to be expected. Oceanographic models, metrics and wind data for the shearwater breeding seasons have been completed. Furthermore, echosounder data collected during ship cruises have been processed. Ultimately all data are in house and are currently being analysed or written up for publication.

We have recently published a paper quantifying how shearwaters use wind (Harris et al. 2025), which also tackles some knowledge gaps identified in a recent review (Thorne et al. 2023). It appears that wind selectivity in this seabird is conditional on wind conditions. During days of strong winds, birds are highly wind selective and let the wind dictate where they go. The cost savings for birds are also significantly higher when winds are strong. During days of low winds, the cost landscape of the birds is uniform and they become less wind selective and likely seek out more profitable known foraging areas.

Current analyses of the relationships between oceanographic variables and prey availability are revealing interesting results. Preliminary findings indicate that the typical proxies (e.g. chlorophyll, SST gradient) used to indicate profitability in marine top predator research may not be the best.

We are in the process of meeting objectives. Regarding Objective 1, we have two publications that are under development, one exploring the variability in fronts in the Irish Sea, and another exploring the relationship between oceanography and the availability of fish prey. Regarding objective 2, we have published a paper in Current Biology this year quantifying the relationship between flight costs and wind of shearwaters and which strategies they use in different situations, and we are currently preparing another manuscript which investigates the trade-offs between efficient flight and reaching profitable foraging areas. Objectives 3 and 4 require developing an agent-based model for the shearwaters to predict the energetic outcome of the trade-off between costs and gains, and ultimately model the energy balance in light of climate change. Due to the change of institution of the PI to a research organisation it has been more challenging to find the time to develop these models. However, the PI (Cordes) recently was awarded a grant from the Research Council of Norway, which involves developing ABMs for a range of seabird species, so the aim is for the objectives of this project to merge with the new one over the next couple of years.
Exploitation Route The PI (Cordes) was awarded a grant from the Research Council of Norway which utilises the tracking data collected in this project to better understand the indirect effects of offshore energy developments. PI Cordes is still in contact with JNCC regarding how this project might inform their ProcBe project.
Sectors Education

Environment

 
Description We are in discussion with DEFRA and JNCC about informing whether and how these birds fly in and around existing wind farms in the Irish Sea. Our research is helping coin the new terms of the "net energyscape" and "realised energyscape" which considers both the environmental layers controlling an animal's energy expenditure as well as the environmental layers determining energetic intake or resource availability. So far the energy landscape literature has only involved consideration of environmental or physiological factors affecting energy output. We have recently submitted a concept paper describing this new research area and its importance in understanding impacts of human activities.
First Year Of Impact 2022
Sector Environment
Impact Types Policy & public services

 
Description BIRDWAKE
Amount kr 11,000,000 (NOK)
Funding ID 353053 
Organisation Research Council of Norway 
Sector Public
Country Norway
Start 01/2025 
End 12/2028
 
Description Fellowship
Amount £160,000 (GBP)
Organisation The Leverhulme Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 04/2025 
End 04/2028
 
Description NERC Envision DTP
Amount £70,000 (GBP)
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 09/2023 
End 02/2027
 
Title Bardsey Manx shearwater GPS tracks (2022) 
Description This dataset contains 5 minute GPS locations from 64 Manx shearwaters tagged on Bardsey Island 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset is crucial to achieve the objectives of three of our work packages. 
 
Title Bardsey Manx shearwater GPS tracks (2023) 
Description This dataset contains 5 minute GPS locations from Manx shearwaters tagged on Bardsey Island 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact This dataset is crucial to achieve the objectives of three of our work packages. 
 
Title Bardsey Manx shearwater acceleration data (2022) 
Description This dataset contains acceleration data from biologgers deployed on Manx shearwaters from Bardsey Island 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset is crucial for three of this projects work packages 
 
Title Bardsey Manx shearwater acceleration data (2023) 
Description This dataset contains acceleration data from biologgers deployed on Manx shearwaters from Bardsey Island 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact This dataset is crucial for three of this projects work packages 
 
Title Copeland Manx shearwater GPS tracks (2022) 
Description This dataset contains 5 minute GPS locations from 35 Manx shearwater tracks from Copeland Island 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset is crucial to achieve the objectives of three of this projects work packages 
 
Title Copeland Manx shearwater GPS tracks (2023) 
Description This dataset contains 5 minute GPS locations from Manx shearwater tracks from Copeland Island 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact This dataset is crucial to achieve the objectives of three of this projects work packages 
 
Title Copeland Manx shearwater acceleration data (2022) 
Description This dataset contains acceleration data from biologgers deployed on Manx shearwaters from Copeland Island 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset is crucial for three of this projects work packages 
 
Title Copeland Manx shearwater acceleration data (2023) 
Description This dataset contains acceleration data from biologgers deployed on Manx shearwaters from Copeland Island 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact This dataset is crucial for three of this projects work packages 
 
Title Echosounder data on individual fish from the Irish Sea front collected using the Prince Madog (2022) 
Description This dataset contains data on individual fish including information on depth, latitude, longitude, and time. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset supports all four work packages on this project 
 
Title Echosounder data on individual fish from the Irish Sea front collected using the Prince Madog (2023) 
Description This dataset contains data on individual fish including information on depth, latitude, longitude, and time. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact This dataset supports all four work packages on this project 
 
Title Echosounder fish school data from the Irish Sea front collected using the Prince Madog (2022) 
Description This dataset contains data on fish school including the following characteristics: depth, size, dimensions, density/intensity, variability, lat/lon, time 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset is crucial for all four work packages 
 
Title Echosounder fish school data from the Irish Sea front collected using the Prince Madog (2023) 
Description This dataset contains data on fish school including the following characteristics: depth, size, dimensions, density/intensity, variability, lat/lon, time 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact This dataset is crucial for all four work packages 
 
Title WBAT data on individual fish from a single position at the Irish Sea Front (2022) 
Description Each fish is a record with properties and statistics including depth, latitude, longitude, and time as well as the horizontal dimensions of time, given space is one location. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset supports all four work packages 
 
Title WBAT data on individual fish from a single position at the Irish Sea Front (2023) 
Description Each fish is a record with properties and statistics including depth, latitude, longitude, and time as well as the horizontal dimensions of time, given space is one location. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact This dataset supports all four work packages 
 
Title WBAT fish school data from a single position at the Irish Sea Front (2022) 
Description Each fish school is a record with properties and statistics including depth, size, dimensions, density/intensity, variability, latitude, longitude, time as well as horizontal dimensions of time, given space is one location, so not all school dimensions are available. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset supports all four work packages. 
 
Title WBAT fish school data from a single position at the Irish Sea Front (2023) 
Description Each fish school is a record with properties and statistics including depth, size, dimensions, density/intensity, variability, latitude, longitude, time as well as horizontal dimensions of time, given space is one location, so not all school dimensions are available. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact This dataset supports all four work packages. 
 
Title Water temperatures from thermistor chain collected from transects across the Irish Sea Front (2022) 
Description Water temperatures collected from thermistors as different depths while running transects across the Irish Sea Front using the Prince Madog. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset will help validate oceanographic models of physical features in the Irish Sea which feed into all four work packages 
 
Title Water temperatures from thermistor chain collected from transects across the Irish Sea Front (2023) 
Description Water temperatures collected from thermistors as different depths while running transects across the Irish Sea Front using the Prince Madog. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact This dataset will help validate oceanographic models of physical features in the Irish Sea which feed into all four work packages 
 
Description Bardsey Bird and Field Observatory (BBFO) 
Organisation Bardsey Bird and Field Observatory
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Our project is providing an understanding of the consequences of foraging decisions on chick growth and fitness and subsequent population dynamics of Manx shearwaters on Bardsey Island. This provides information is important for the management of Manx shearwaters on Bardsey Island which would otherwise not be available to the BBFO.
Collaborator Contribution The BBFO have provided access and supported our tagging campaign on Bardsey Island (deploying biologgers on Manx shearwaters).
Impact Successful deployment of 64 biologgers on Manx shearwaters throughout the 2022 field season, providing crucial data for this project.
Start Year 2022
 
Description Met Office 
Organisation Meteorological Office UK
Country United Kingdom 
Sector Academic/University 
PI Contribution The Irish Sea is a relatively data poor region of the North West European shelf sea (compared to the North Sea), and so additional data and process assessment will be welcomed by the Met Office. The QUID covers a wide range of parameters, however, does not specifically include fronts. Any assessment of the fronts within the CMEMS reanalysis will be useful, especially if they can form the basis of a recurring assessment for future QUIDs. Part of our work will be to consider the impact of climate change on Irish Sea fronts. We plan to use Met Office NWS climate projections (CMIP5 models downscaled with a 7km NWS model). The frontal behaviour of these models has not been assessed, and so our assessments will also be of interest to the Met Office. Overall, the outcomes of specific components of this project will be of interest to the Met Office, and with a careful consideration, may be of direct use to the Met Office.
Collaborator Contribution Part of our project involves assessing the frontal properties within the Irish Sea. We will do this by analysing Copernicus Marine Environmental Monitoring Service (CMEMS), ECMWF and Met Office model and reanalysis data. Frontal properties studied include locations, gradients, and timing of formation and break-down. The Met Office provides the North West European shelf sea (NWS) reanalysis to CMEMS. Evaluation is provided in the Quality Information Document (QUID).
Impact This is a multidisciplinary collaboration involving physical oceanography, climate science, fisheries science and animal ecology.
Start Year 2022
 
Description Contribution to the 2023 Bardsey's Wildlife Report 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Contribution to the 2023 Bardsey Wildlife Report which reaches the general public, stakeholders etc.
Year(s) Of Engagement Activity 2023
URL http://online.anyflip.com/lmyq/eaiz/mobile/index.html
 
Description Sea bird foraging in a changing seascape 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Talk given to marine scientists
Year(s) Of Engagement Activity 2024
 
Description Seabird Ecology at Bangor University 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Presentation of research activities at Bangor University.
Year(s) Of Engagement Activity 2024
 
Description Seabird Ecology at Bangor University 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Presentation of research activities at Bangor University.
Year(s) Of Engagement Activity 2024
 
Description Where do Bardsey's shearwaters go? 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact A talk to wildlife enthusiastics and members of the public.
Year(s) Of Engagement Activity 2024