Methods to estimate collision risk and behavioural responses of seabirds around wind turbines in the Firth of Forth
Creators: name: Repas-Goncalves, Miguel
name: Pina, Luis
name: Barton, Collin
name: Cardia, Pedro
name: Oliveira, Ricardo
name: Perrow, Martin
name: Segurado, Pedro
name: Tarrant, Polly
name: Machado, Rui
name: May, Roel
Publisher: name: Zenodo
Year: 2023
Subjects: Seabirds
Collision risk
Avoidance behaviour
Wind turbines

description: The development of wind energy is crucial for mitigating the impacts of climate change. Offshore wind farms are an increasingly used source of renewable energy but there are concerns of their potential effects on wildlife, particularly on seabirds. To address this issue, a comprehensive study has been devised to monitor the impact of the Neart na Gaoithe offshore wind farm, off the east coast of Scotland on two seabird species: northern gannet and black-legged kittiwake. The study will be conducted over a two-year period and will provide a detailed understanding of how these species interact with wind turbines and how they adapt to the changing environment. It will focus on acquiring empirical measures of collision rates and collision risk (micro-avoidance), as well as obtaining three-dimensional records of flight behaviour around wind turbines and the area surrounding the windfarm, to characterize meso- and macro-avoidance responses. A setup comprising three dual radar sets (horizontal and vertical radars), each complemented with two long-range cameras, and six video collision detection systems will be used to monitor the flight patterns of seabirds in the study area, and to detect bird collisions. This technological approach is combined with a strong component of human validation ex situ (for recorded media) and in situ (observers). The use of multiple monitoring systems aims to increase the accuracy and reliability of the data collected, allowing for a more comprehensive assessment of the behavioural responses of the target species. Data obtained from radar will provide estimates of the flux of birds crossing the wind farm to calculate species specific avoidance metrics. The influence of different variables on collision rates will be analysed using a time series approach based on Generalized Additive Modelling. Different models will be fitted considering collision rates estimated for different time resolutions to assess the potential effect of variables acting at different temporal scales. The methodology used to estimate the collision risks and analyse behavioural responses will provide important insights into species-specific responses and behaviour of both target species at the offshore wind farm. Qualitative and quantitative analysis of the statistical methods presented will also help to understand how the quantity and quality of the gathered data affects the statistical significance of the results obtained. The study will help inform the development of future offshore wind projects to minimize impacts on wildlife, particularly those located in proximity to long-term monitored breeding colonies. Key words: Seabirds, Collision risk, Avoidance behaviour, Wind turbines <em>DEALING WITH UNCERTAINTY IN WIND ENERGY AND BIODIVERSITY ASSESSMENTS</em> <em>Oral presentation</em><br> <em>Abstract code: 38RME7238NU68AHC7</em> <strong>METHODS TO ESTIMATE COLLISION RISK AND BEHAVIOURAL REPONSES OF SEABIRDS AROUND WIND TURBINES IN THE FIRTH OF FORTH</strong> <strong>Miguel Repas-Goncalves<sup>1</sup>, Luis Pina<sup>1</sup>, Colin Barton<sup>3</sup>, Pedro Cardia<sup>1</sup>, Ricardo Oliveira<sup>1</sup>, Martin Perrow<sup>1</sup>, Pedro Segurado<sup>4</sup>, Polly Tarrant<sup>2</sup>, Rui Machado<sup>1</sup>, Roel May<sup>5</sup></strong>, <sup>1</sup>STRIX, 4450-286 Matosinhos, Portugal, <sup>2</sup>EDF Renewables UK, Edinburgh EH3 8EX, UK, <sup>3</sup>Cork Ecology, Cork P85 CC96, Ireland, <sup>4</sup>ISA-ULisboa, 1349-017 Lisboa, Portugal, <sup>5</sup>Norwegian Institute for Nature Research (NINA), 7034 Trondheim, Norway<br> miguel.repas@strixinternational.com
description: Conference presentations and posters are typically about preliminary findings and are usually followed up by a detailed paper. This poster is based only on its abstract and may offer limited information. Please contact us for the detailed project brief, which may offer additional information that you can utilize for your research. This study was commissioned to STRIX, financed by the Forth and Tay developers of Neart na Gaoithe Offshore Wind Ltd, Seagreen Wind Energy Limited and Berwick Bank Wind Farm. The study has been devised in collaboration with RSPB, NatureScot, Joint Nature Conservation Committee and Marine Scotland Science, and endorsed by the Forth and Tay Regional Advisory Group. A study of such scale and detail is a first in the UK.