High throughput simultaneous tracking of seabirds to elucidate the environmental drivers of intraspecific competition

Lead Research Organisation: University of Liverpool
Department Name: Earth, Ocean and Ecological Sciences

Abstract

Tracking wild animals, such as seabirds, poses substantial logistical difficulties as they often cannot be observed directly, meaning remote tracking technology is integral to the study of natural behaviour. GPS loggers, which store animals' position at fixed time intervals, are one of the most commonly used remote tracking devices. However, they present a significant cost-to-output trade-off. Affordable GPS tags collect data archivally, and so the animal must be recaptured to retrieve the tag its data. They are also limited in memory capacity and battery life, limiting study durations to 2-3 weeks maximum, and their consequentially large size can have significant impacts on normal behaviour for many species. More expensive devices overcome these problems by remotely communicating with satellites to download data to a server, but can cost hundreds or thousands of pounds per tag, limiting the number of individuals that can be tracked at once.

Reverse GPS technology overcomes many of these limitations. Under this system, small, radio frequency-emitting tags are attached to animals, which communicate with nearby receiver stations to estimate and download the location of the tagged animal. These tags are very lightweight, not limited by memory, and have very low power consumption, and so can be used to tag many individuals at once, for long durations, and at a low cost. The ATLAS Wildlife Tracking System is a revolutionary reverse GPS system that has been used on a variety of study systems across the globe to remotely track many individuals simultaneously. We propose to install the first ATLAS system in the Arctic, and conduct a proof-of-concept test of its operationality.

During this project, we will establish an ATLAS network of 6 base stations, giving coverage of a 26km2 area, encapsulating a kittiwake study colony and a large fraction of the Bijleveld fjord, at the base of which lies the Nordenskjöld Glacier. This glacier is an important foraging site, but is vulnerable to many of the effects of climate change in the Arctic, including sea surface temperature rises and Atlantification (whereby warmer and saltier water extends into the Arctic ocean, altering prey availability). We will fit 200 kittiwakes with tags, a substantial fraction of the colony, to examine to what extent environmental conditions reduce or exacerbate competition in the area, and how individuals respond. Once optimised, this system could be rolled out to multiple other species, giving a wholistic overview of movement and interactions in this ecosystem.

Publications

10 25 50
 
Description Objective 1: Set up and optimise Arctic ATLAS
We demonstrated that establishing the physical infrastructure of an ATLAS system in the Arctic is possible. We established 8 receiver stations that continued to operate for 2 months during the field season, maintaining good battery life and with no damage. We used these preliminary findings to secure further funding from the Norwegian Research Council to expand the system in the 2024 field season and conduct further testing.

Objective 2: Individual movement decisions
While we did not collect sufficient data to investigate intraspecific competition as planned, the research expedition led to the development of a new project investigation cross-latitudinal variation in kittiwake circadian rhythms. We have found that behavioural patterns vary with latitude in kittiwakes, with individuals breeding in high latitude colonies showing no behavioural rhythm, while lower latitude individuals exhibit rhythms that correspond to the sun's elevation angle. A manuscript based on this study is currently in preparation.
Exploitation Route Using funding secured from the Norwegian Research Council, and with help from our newly established collaborators (Norwegian Polar Institute, NIOZ), we will conduct a second trial of the tracking system in the Arctic in the 2024 field season to address gaps in our previous attempt.
Sectors Digital/Communication/Information Technologies (including Software)

Environment

 
Description Arctic Field Grant
Amount krĀ 109,000 (NOK)
Funding ID 350326 
Organisation Research Council of Norway 
Sector Public
Country Norway
Start 03/2024 
End 03/2025
 
Description Collaboration with Liverpool John Moores University 
Organisation Liverpool John Moores University
Country United Kingdom 
Sector Academic/University 
PI Contribution Our team led the project and we tested a new set up in a new study system. This helped advance the technology development and the opportunities for future research. We developed new ways in which the technology could be used for multi species studies
Collaborator Contribution Our collaborators contributed essential expertise and knowledge of the system and helped us to troubleshoot and create code for our new set up.
Impact This work has contributed to improvements in the technology and the functioning of the system and the development of a new system in the UK
Start Year 2023
 
Description Collaboration with NIOZ, Netherlands 
Organisation Dutch Research Council
Department Royal Netherlands Institute for Sea Research
Country Netherlands 
Sector Academic/University 
PI Contribution We began a new collaboration towards the end of this grant, with Allert Bjelefeld. - our expertise I am an expert in individual level analyses, particularly in birds. I specialise in movement ecology and this expertise complemented and extended that of our collaborators - intellectual input or the training of staff I contributed to intellectual input of the current project and designed the new project ideas
Collaborator Contribution NIOZ hosted us for one week on a research visit. During this time they helped us to problem solve issues with our equipment. We also had meetings around new scientific projects and made plans for future grants. - their expertise The team are experts is both the use of our technology and the implementation to answer exciting questions surrounding individual movement decisions - intellectual input or the training of staff The team invested heavily in our training, using the equipment and analysing the data. They also trained us in probem solving the system. - access to data, equipment or facilities
Impact We have greatly improved the functioning of our system and are ready to redeploy the equipment this summer. The time we spent with the team led to a new grant idea and we now have access to experienced technicians help with an equipment issues
Start Year 2024
 
Description Collaboration with Norwegian Polar Institute 
Organisation Norwegian Polar Institute
Country Norway 
Sector Private 
PI Contribution This collaboration allowed us conduct a pilot assessment of the functionality of an ATLAS GPS tracking system in Kongsfjorden, Svalbard. SCP and NG contributed specialised knowledge and proficiency in establishing the ATLAS infrastructure including acquiring, manufacturing and preparing receiver stations and miniaturised tags.
Collaborator Contribution Our NPI partner Sebastien Descamps contributed essential expertise and field experience, as well as indispensable logistical support, that was crucial to setting up ATLAS infrastructure in the field and tagging animals in situ.
Impact Further funding has been secured through the Research Council of Norway to continue the pilot study and to use the system to investigate anthropogenic disturbance in the fjord. This may have policy impacts in the future. A manuscript is being prepared based on work carried out in the field in collaboration with SD.
Start Year 2023
 
Description Collaboration with Tel Aviv University 
Organisation Tel Aviv University
Country Israel 
Sector Academic/University 
PI Contribution Our team led the project and we tested a new set up in a new study system. This helped advance the technology development and the opportunities for future research. We developed new ways in which the technology could be used for multi species studies
Collaborator Contribution Our collaborators contributed essential expertise and knowledge of the system, and the potential for the system to be used to explore our scientific questions. They have provided essential trouble shooting and software development
Impact This work has contributed to improvements in the technology and the functioning of the system
Start Year 2023
 
Description Collaboration with the Hebrew University of Jerusalem 
Organisation Hebrew University of Jerusalem
Country Israel 
Sector Academic/University 
PI Contribution Our team led the project and we tested a new set up in a new study system. This helped advance the technology development and the opportunities for future research. We developed new ways in which the technology could be used for multi species studies
Collaborator Contribution Our collaborators contributed essential expertise and knowledge of the system, and the potential for the system to be used to explore our scientific questions
Impact This work has contributed to improvements in the technology and the functioning of the system
Start Year 2023