Scottish Marine and Freshwater Science Volume 5 Number 16 the Avoidance Rates of Collision Between Birds and Offshore Turbines
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Scottish Marine and Freshwater Science Volume 5 Number 16 The Avoidance Rates of Collision Between Birds and Offshore Turbines A S C P Cook, E M Humphreys, E A Masden and N H K Burton © Crown copyright 2014 Scottish Marine and Freshwater Science Volume 5 Number 16 The Avoidance Rates of Collision Between Birds and Offshore Turbines A S C P Cook, E M Humphreys, E A Masden and N H K Burton Published by Marine Scotland Science ISSN: 2043-7722 Marine Scotland is the directorate of the Scottish Government responsible for the integrated management of Scotland’s seas. Marine Scotland Science (formerly Fisheries Research Services) provides expert scientific and technical advice on marine and fisheries issues. Scottish Marine and Freshwater Science is a series of reports that publishes results of research and monitoring carried out by Marine Scotland Science. It also publishes the results of marine and freshwater scientific work that has been carried out for Marine Scotland under external commission. These reports are not subject to formal external peer-review. This report presents the results of marine and freshwater scientific work carried out for Marine Scotland under external commission. Marine Scotland Science Marine Laboratory 375 Victoria Road Aberdeen AB11 9DB Copies of this report are available from the Marine Scotland website at www.scotland.gov.uk/marinescotland BTO Research Report No. 656 The avoidance rates of collision between birds and offshore turbines Authors Aonghais S.C.P. Cook1, Elizabeth M. Humphreys2, Elizabeth A. Masden3 & Niall H.K. Burton1 1 British Trust for Ornithology, The Nunnery, Thetford, Norfolk IP24 2PU, UK 2 BTO Scotland, School of Biological Sciences, Stirling University, FK9 4LA 3 Centre for Energy and the Environment, Environmental Research Institute, North Highland College – University of the Highlands and Islands (UHI), Ormlie Road, Thurso, Caithness, KW14 7EE Report of work carried out by the British Trust for Ornithology1 in collaboration with the Environmental Research Institute2 on behalf of the Marine Scotland Science British Trust for Ornithology The British Trust for Ornithology, The Nunnery, Thetford, Norfolk IP24 2PU Registered Charity No. 216652 CONTENTS Page No. EXECUTIVE SUMMARY .......................................................................................... .1 RECOMMENDATIONS AND LIMITATIONS ............................................................. 5 1. INTRODUCTION ............................................................................................. 7 2. OBJECTIVES .................................................................................................. 9 2.1 Produce definitions for the types and scales of avoidance rates that will be used throughout the review document .................................................. 9 2.2 Review the current use of avoidance rates ............................................... 10 2.3 Review and critique existing avoidance behaviour studies and any derived rates ................................................................................................ 10 2.4 Provide summary table/s of individual avoidance rates and a final Total Avoidance Rate for each priority species/species group ........................ 12 2.5 Undertake an assessment of the sensitivity of the conclusions reached to inputs and conditions under which they were collected ..................... 13 2.6 Applicability of avoidance rates to different collision risk models ......... 14 3. DEFINITIONS OF AVOIDANCE BEHAVIOUR ............................................. 16 3.1 Introduction.................................................................................................. 16 3.2 Defining appropriate spatial scales of avoidance .................................... 17 3.3 Defining the appropriate 3-D level of avoidance ....................................... 22 3.4 Total avoidance rates .................................................................................. 23 3.5 Recommended definition ............................................................................ 25 4. REVIEW OF AVOIDANCE RATES USED IN COLLISION RISK MODELLING FOR OFFSHORE WINDFARMS ................................................................... 26 5. REVIEW OF PUBLISHED EVIDENCE FOR AVOIDANCE RATES OF MARINE BIRDS ............................................................................................ 37 5.1 Review of Published Evidence for Macro-Response Rates of Marine Birds ............................................................................................................ 37 5.1.1 Causes of barrier, displacement and attraction effects ................ 37 5.1.2 Overall approach to assessing evidence for barrier, displacement and attraction effects .................................................................................. 38 5.1.3 Studies of barrier effects .................................................................. 38 5.1.3.1 Methodologies used to look barrier effects ............................. 38 5.1.3.2 Results of studies on barriers effects ...................................... 40 5.1.4 Studies of displacement/attraction ................................................. 44 5.1.4.1Methodologies (and survey design) used to look at displacement /attraction ............................................................................................ 44 5.1.4.2 Results of studies on displacement/attraction ......................... 45 5.1.5 Evidence for an overall macro response rate ................................ 47 5.2 Review of Published Evidence for Meso-Response Rates of Marine Birds ............................................................................................................ 51 5.2.1 Studies of meso-avoidance ............................................................. 51 5.2.2 Horizontal meso-response conclusion ........................................... 51 5.2.3 Vertical meso-response rates conclusions .................................... 52 5.2.4 Meso-response rates conclusions .................................................. 54 5.3 Review of Published Evidence for Micro-Avoidance Rates of Marine Birds ...................................................................................... 55 5.3.1 Studies of micro-avoidance ............................................................. 55 5.3.2 Micro-avoidance conclusions .......................................................... 55 5.4 Review of Published Evidence for Within-Windfarm Avoidance Rates of Marine Birds ................................................................................................. 56 5.4.1 Background ....................................................................................... 56 5.4.2 Methodology ..................................................................................... 56 5.4.2.1 Deriving within-windfarm avoidance rates ............................... 56 5.4.2.2 Estimating representative avoidance rates ............................. 63 5.4.3 Results ............................................................................................... 66 5.4.3.1 Derived within-windfarm avoidance rates ............................... 66 5.4.3.2 Representative within-windfarm avoidance rates .................... 69 6. SENSITIVITY ANALYSIS.............................................................................. 99 6.1 Avoidance rates derived using the basic Band model (option 1 and 2) . 99 6.1.1 Sensitivity to the assumed flux rate at the windfarm .................. 101 6.1.2 Sensitivity to the corpse detection rate at the windfarm ............. 102 6.1.3 Sensitivity to the proportion of birds flying upwind .................... 103 6.1.4 Sensitivity to the mean turbine rotor speed ................................. 104 6.1.5 Sensitivity to the turbine pitch ...................................................... 106 6.1.6 Sensitivity to the bird flight speed ................................................ 107 6.1.7 Basic Band model sensitivity conclusions .................................. 108 6.2 Avoidance rates derived using the extended Band model (option 3) ... 109 6.2.1 Sensitivity to assumed flight height distribution ......................... 110 6.2.2 Sensitivity to the assumed flux rate at the windfarm .................. 111 6.2.3 Sensitivity to the corpse detection rate at the windfarm ............. 112 6.2.4 Sensitivity to the proportion of birds flying upwind .................... 114 6.2.5 Sensitivity to the turbine rotor speed ........................................... 115 6.2.6 Sensitivity to the turbine pitch ...................................................... 116 6.2.7 Sensitivity to the bird flight speed ................................................ 117 6.2.8 Extended Bank model sensitivity conclusions ............................ 118 6.3 Sensitivity analysis conclusions .............................................................. 121 6.4 Sensitivity to other external factors ......................................................... 122 6.4.1 Weather ............................................................................................ 122 6.4.2 Habitat use ...................................................................................... 123 6.4.3 Turbine Size .................................................................................... 124 6.4.4 Seasonality ...................................................................................... 124 6.4.5