1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 Running head: Device and harness effects on seabirds Contrasting effects of GPS device and harness attachment on adult survival in the Lesser Black-backed Gull Larus fuscus and Great Skua Stercorarius skua CHRIS B. THAXTER1*, VIOLA H. ROSS-SMITH1, JACQUIE A. CLARK1, NIGEL A. CLARK1, GREG J. CONWAY1, ELIZABETH A. MASDEN2, HELEN M. WADE2,3, ELIZA H.K. LEAT4, SHEILA C. GEAR5, MIKE MARSH6, CHRIS BOOTH7, ROBERT W. FURNESS2, STEVE C. VOTIER8 & NIALL H.K. BURTON1 1 British Trust for Ornithology, The Nunnery, Thetford, Norfolk IP24 2PU, UK. Environmental Research Institute, North Highland College, University of the Highlands and Islands, Ormlie Road, Thurso, KW14 7EE, Scotland. 3 MacArthur Green, 95 South Woodside Road, Glasgow G20 6NT, UK. 4 College of Medical, Veterinary and Life Sciences, Graham Kerr Building, University of Glasgow, Glasgow G12 8QQ, UK. 5 Magdala, Foula, Shetland ZE2 9PN. 6 Landguard Bird Observatory, View Point Road, Felixstowe, Suffolk, IP11 3TW. UK. 7 34 High Street, Kirkwall, Orkney KW15 1AZ. 8 Environment and Sustainability Institute, University of Exeter, Penryn Campus, Penryn, Cornwall TR10 9EZ, UK 2 *Corresponding author: Email: chris.thaxter@bto.org The use of telemetry has become an important means for studying the biology and ecology of animals. However, the impact of tracking devices and their method of attachment on different species across multiple temporal scales has seldom been considered. We compared the behavioural and demographic responses of two species of seabird, Lesser Black-backed Gull Larus fuscus and Great Skua Stercorarius skua, to a GPS device attached using a crossover wing harness. We used telemetry information and monitoring of breeding colonies to compare birds equipped with a device and harness (hereafter ‘tagged’ birds) and control birds without an attachment. We investigated whether tagged birds could have, in the short-term, lower breeding productivity and, in the longer term, lower over-winter return rates (indicative of over-winter survival) than controls. For Great Skua, we also tested whether territory attendance within the breeding season differed between tagged and control birds. In accordance with previous studies on Lesser Black-backed Gull, we found no short-term impacts on breeding productivity or long-term impacts on over-winter return rates. In contrast, for Great Skua, there was no evidence for impacts of the device and harness on territory attendance or breeding productivity, but there was strong evidence for reduced overwinter return rates. Results of a previous study on Great Skua using a different (body) harness design were in accordance with these findings. Consequently, a device attached using a wing harness was considered suitable for long-term deployment on Lesser Black-backed Gull, but not for Great Skua. Keywords: Breeding productivity, foraging behaviour, return rate, seabird, telemetry, wing harness 1 52 53 54 55 56 57 58 59 60 61 62 WORD COUNT Main text: 7 716 Summary and key-words: 255 Introduction: 881 Methods: 1 673 Results: 570 Discussion: 2 223 Acknowledgements and references: 1 855 Tables/Figures: 518 Appendices: 2 870 2 63 Attaching devices to animals may affect their behaviour, physiology, reproduction and 64 survival (Murray & Fuller 2000, Wilson & McMahon 2006, Walker et al. 2012). Among 65 birds, the most serious deleterious effects include deterioration in body condition and 66 foraging behaviour, compromised energetics and direct physical injury, which can then lead 67 to reduced nesting success (e.g. productivity and propensity to breed) and lower adult 68 survival (see reviews by Barron et al. 2010; Vandanabeele et al. 2011). Impacts may arise 69 from initial discomfort, subsequent abrasion, compromised plumage insulation, or the overall 70 inability to accommodate any increased weight or drag leading to reduced manoeuvrability 71 (Calvo & Furness 1992; Vandanabeele et al. 2011). Individual species can vary considerably 72 in their responses to device shape and weight, the attachment method used and the length of 73 deployment (Barron et al. 2010, Vandenabeele et al. 2011, Bridge et al. 2013). Therefore, 74 while some studies have reported effects, many others have found no such deleterious 75 impacts (Vandanabeele et al. 2011; see for example Davis et al. 2008, Lislevand & Hahn 76 2013). Based on the relatively limited number of comparative studies and the wide range of 77 metrics and effects reported, it is therefore difficult to make broad generalisations about the 78 potential impact of a device and its attachment. 79 Bird-borne telemetry has been extensively used to study the ecology of bird species 80 during their breeding seasons. For such short-term studies, telemetry devices may be 81 attached temporarily to feathers (Wilson et al. 1997). However, to study birds outside the 82 breeding season, the device must remain in place through periods of feather moult, dictating a 83 need for alternative attachments (Kenward 1987). As a result, monitoring species across their 84 full annual cycle remains a key research priority for many species (Marra et al. 2015). Long- 85 term attachments can be achieved through the use of leg ring attachments, e.g. for geolocators 86 (Bridge et al. 2013, Bustnes et al. 2013), harness mounting, or surgical implantation (Meyers 87 et al. 1998, White et al. 2013). Harnesses have been used previously on waterbirds (e.g. Pietz 3 88 et al. 1993), seabirds (e.g. Falk & Møller 1995, Nicholls et al 2002, Manosa et al. 2004, 89 Shamoun-Baranes et al. 2011, Klaassen et al. 2012) and birds of prey (e.g. Britten et al. 90 1999, Peniche et al. 2011, Steenhof et al. 2011, Sergio et al. 2015), as well as on much 91 smaller migrant birds (e.g. Bridge et al. 2013). However, the reported effects of harnesses on 92 different species have also varied widely (e.g. Peniche et al. 2011, Sergio et al. 2015). 93 Consequently, there is a pressing need to assess the suitability of particular harnesses and 94 devices for different species across different time scales. 95 In this study, we compare the responses of two species of seabird, Lesser Black-backed 96 Gull Larus fuscus and Great Skua Stercorarius skua, to the attachment of the same 97 type/model of GPS device using a Teflon crossover wing harness, within the breeding season, 98 and across years. The combined effects of the GPS device and the wing harness are assessed. 99 We compared information from birds equipped with a GPS device and wing harness 100 (hereafter ‘tagged birds’), with information from groups of control birds without any 101 attachment. We investigated whether in comparison to control birds within the breeding 102 season (short-term) tagged birds exhibited lower breeding success, and between consecutive 103 breeding seasons (long-term) tagged birds may have lower ‘return rates’. In addition, for 104 Great Skua, we tested whether impacts on foraging ability within the breeding season could 105 lead to alterations in the territory attendance of tagged birds in comparison to controls. 106 Recent studies on Lesser Black-backed and Herring Gull Larus argentatus have used either 107 the same device and type of wing harness as in this study (e.g. Ens et al. 2008, Camphuysen 108 2011; Shamoun-Baranes et al. 2011), or a slightly heavier device and similar harness 109 (Klaassen et al. 2012) with no apparent adverse effects recorded for breeding success 110 (Camphuysen 2011), or for over-winter return rates, which are indicative of over-winter 111 survival (Camphuysen 2011, Klaassen et al. 2012). Given that the device type and wing 112 harness attachment in this study was equivalent to previous studies, we predicted no effects 4 113 on Lesser Black-backed Gull on these short- or long-term measures. Previous studies on 114 Great Skuas found no detrimental short-term effects on the duration of foraging trips during 115 breeding when a radio-tracking device (10 g) was attached to a central pair of tail feathers 116 (Votier et al. 2004, 2006). In a separate study using a full body (‘back-pack’) harness to 117 attach platform terminal transmitters to Great Skuas in Shetland, there were no short-term 118 effects recorded on nest survival, territory attendance, body condition or foraging trip 119 duration within the breeding season of marking (Crane 2006, Furness et al. 2006). However, 120 no tagged birds returned and successfully bred the following season, suggesting their 121 condition may have been compromised (Furness et al. 2006). The full body harness uses a 122 central breast strap and sometimes a neck loop, whereas the wing harness uses two loops 123 under the wings, with no central breast strap. The wing harness therefore has a smaller 124 amount of skin contact than the body harness, giving a non-constricting fit that better 125 accommodates changes in body size (Thaxter et al. 2014). However, the effects of using a 126 wing harness to attach a tracking device to Great Skuas have not previously been evaluated. 127 128 METHODS 129 Study sites and periods 130 Lesser Black-backed Gulls were studied between 2010 and 2013 at Orford Ness, part of the 131 Alde-Ore Special Protection Area (SPA), Suffolk, UK (52°06’N, 1°35’E), a declining colony 132 (23 000 Apparently Occupied Territories AOTs in 2000, 550-640 AOTs between 2010 and 133 2012, JNCC Seabird Monitoring Programme database). Great Skuas were studied between 134 2011 and 2013 at (i) Foula SPA, Shetland, UK (60°08’N, 2°05’W), a declining colony (2 293 135 AOTs in 2000, 1 657 AOTs in 2007; JNCC Seabird Monitoring Programme database), and 136 (ii) Hoy SPA, Orkney, UK (58°52’N, 3°24’W), also a declining colony (1 973 AOTs in 2000, 137 1 346 AOTs in 2010; JNCC Seabird Monitoring Programme database). Both species were 5 138 studied during the breeding season. This was defined as the period from the first return of 139 individuals to the colony during pre-breeding, to when chicks fledged, the latter either 140 observed or estimated using species’ breeding durations (Robinson 2005) and hatching dates 141 (Lesser Black-backed Gull, 15 February to 1 August; Great Skua, 10 April to 15 August). 142 143 Catching and harness attachment methods 144 Adult birds were captured at the nest during incubation using a wire mesh walk-in cage trap 145 (Bub 1991) for Lesser Black-backed Gulls and a remote-controlled nest-snare trap for Great 146 Skuas. In 2010, solar-powered data storage GPS devices (weighing 19 g, Bouten et al. 2013) 147 were attached to four Lesser Black-backed Gulls at Orford Ness using a crossover Teflon® 148 wing harness (see Thaxter et al. 2014 for more details). A small piece of neoprene was 149 attached underneath the tag to provide additional comfort to the bird (Thaxter et al. 2014). In 150 2011, GPS devices of the same type and model were attached to a further 14 Lesser Black- 151 backed Gulls and 20 Great Skuas (ten each in Foula and Hoy) using the same wing harness 152 design. 153 As recommended by Phillips et al. (2003) the device and harness was <3% body mass 154 (max. 2.9% Lesser Black-backed Gulls and 1.8% Great Skuas). Upon catching, all birds were 155 fitted with uniquely identifiable colour rings to enable subsequent field identification. Lesser 156 Black-backed Gulls were sexed using head and bill length measurements (Coulson et al. 157 1983, Camphuysen 2011) recorded along with body mass on capture. Great Skuas were sexed 158 using DNA from feathers (Griffiths et al. 1993), previous copulation behaviour, or within- 159 pair relational size from simultaneous viewing of both pair members. Sample sizes of male 160 and female Lesser Black-backed Gulls were sufficient to allow comparative analyses, but too 161 few Great Skuas were sexed to provide meaningful assessment (Appendix S1). Two ringing 162 teams undertook the work (one for Orford Ness and Foula, and one for Hoy) with procedures 6 163 standardised across teams. The mean bird handling time was 26±10 SD mins (range 15–46 164 mins) for Lesser Black-backed Gull and 25±4 SD mins (range 19–32 mins) for Great Skua. 165 166 Control groups 167 To evaluate effects of the device and wing harness, a separate group of birds was also 168 monitored during the 2011 breeding season. These ‘control’ birds had no device and harness 169 and were captured at the nest in the same vicinity of colonies as tagged birds using the 170 techniques described above. Each bird was then fitted with a colour ring to enable them to be 171 individually identified in the field (Lesser Black-backed Gulls, n = six and 47 in 2010 and 172 2011 respectively; Great Skuas, Foula: n = 10, Hoy: n = 10). In addition, the nests of separate 173 groups of unmarked birds (Lesser Black-backed Gulls, 21 nests; Great Skuas at Foula, 37 174 nests) also located in the same vicinity as those nests of other marked birds were followed 175 (‘other’ nests in Table 1). The choice of control group is an important aspect to consider in 176 any tagging study (Authier et al. 2013), and we therefore attempted to minimise any 177 locational bias, through consideration of nesting density and possible behavioural 178 differences. However, the nests of unmarked birds were located across a slightly wider area, 179 with some nests potentially around colony edges or in sub-optimal locations, which may have 180 contributed to a lower observed breeding productivity compared to the colour-ringed controls 181 (Table 1, Appendix S1). Nevertheless, these nests were subsequently pooled with the colour- 182 ringed controls to give a larger control group sample size (Appendix S1). 183 184 Assessment of device and harness effects 185 Breeding productivity 186 During 2011 we examined whether (i) the number of eggs hatched, (ii) the number of chicks 187 present up to mid-July (Lesser Black-backed Gull, 9 July; Great Skua, 15 July), and (iii) the 7 188 number of fledglings per nest (for Great Skua at Hoy only) differed between tagged and 189 control birds. Monitoring of Lesser Black-backed Gull nests was undertaken weekly (5 May– 190 9 July 2011). However, it was not possible to monitor the number of chicks present later in 191 the season or in turn the number that fledged as the origins of many chicks could not be 192 determined, due to their greater mobility with increasing age. Consequently, 9 July 193 represented the last point in the season when breeding productivity could be assessed for the 194 species. At this stage, mean chick age across nests was between 6±8 d (range, 7-35 d) and 195 14±9 d (range 1-26 d) after hatching (lower and upper values reflecting the uncertainty in 196 estimated hatching dates from the above nest monitoring protocol). The nests of Great Skuas 197 were monitored on Foula with daily visits (10 June–15 July 2011) and on Hoy with weekly 198 visits (11 June–15 August 2011). Where gaps in the monitoring of nests were greater than a 199 single day, breeding productivity was expressed by mean minimum and mean maximum 200 estimates of numbers of eggs or chicks surviving to provide a level of error (see Table 1). For 201 Great Skuas at Foula, nest monitoring allowed a final estimate to be made of the number of 202 chicks present up to 15 July (when mean chick age was 20±9 d, range 1-35 d). However, 203 nests at Hoy were followed for a longer period into chick-rearing (mean chick age lower 204 estimate, 26±22 d range 1-64 d, upper estimate, 32±21 d range 7-64 d), allowing fledging 205 success to be assessed. Hatching dates and the duration of monitoring were no different 206 between tagged and control groups (Appendix S2). 207 208 Over-winter return rates 209 Comparison of the over-winter return rates of tagged and control birds was based on re- 210 sightings of marked birds. For Lesser Black-backed Gulls, return rates are indicative of over- 211 winter survival (Camphuysen 2011, Klaassen et al. 2012). Similarly, Great Skuas are highly 212 faithful to their breeding colonies and normally return to their nest site within the colony 8 213 (Klomp & Furness 1992, Catry et al. 1997), hence permanent emigration is considered 214 negligible and return rates are likely to reflect true survival rates. Return rates for the four and 215 14 tagged Lesser Black-backed Gulls were compared with those of six and 47 colour-ringed 216 control birds in 2010 and 2011, respectively. Similarly, return rates for the 20 tagged Great 217 Skuas (10 at each of Foula and Hoy) were compared with those of the equivalent number of 218 colour-ringed controls at each colony. Re-sighting effort was conducted during the breeding 219 season in 2011, 2012 and 2013. A second estimate of over-winter return rates incorporating 220 information received through the tracking system (Bouten et al. 2013) was also made. This 221 combined measure, as it increased re-sighting probabilities, provided a more accurate 222 estimate for comparisons with previous estimates of annual survival (e.g. Wanless et al. 223 1996). In each year, for both species, re-sighting effort included searches of breeding 224 territories, bathing locations, and gatherings of birds at the colony, for example at open 225 shingle loafing areas for gulls (Marsh 2013) and non-breeding club-sites for Great Skua. The 226 respective tracking systems at each of the sites were also used to check for returning tagged 227 birds. 228 229 Breeding season territory attendance 230 For Great Skuas, the presence/absence of tagged and control birds in breeding territories was 231 monitored at Foula in 2011 through spot-checks conducted from vantage points as a measure 232 of foraging effort (Catry & Furness 1999). These data were then used to compare the 233 probability of tagged and control birds being present on their territories. Watches were 234 conducted 2-3 times per day between 3 May and 15 July in a randomised pattern covering 235 morning (05:01–11:00 BST), midday (11:01–17:00 BST) and late afternoon/evening (17:01– 236 23:00 BST) periods. Different vantage points were used to cover the breeding territories 237 (average watch duration, 2.0±0.9 h). If birds could not be identified (e.g. due to obstructed 9 238 views), then these data were excluded from analysis. Similar monitoring of Lesser Black- 239 backed Gulls was not possible as there were no vantage points that gave clear views due to 240 tall vegetation. 241 242 Statistical analysis 243 To test whether breeding productivity and territory attendance were different between tagged 244 and control birds, we used general linear models (GLMs), with Poisson and binomial errors, 245 respectively. Response variables of the number of eggs hatched, the number of chicks present 246 per nest and presence or absence in the territory were investigated as separate analyses, with 247 fixed effects for ‘group’ (tagged and control), ‘sex’ and ‘time of day’ also included. For Great 248 Skuas, a pooled analysis for Foula and Hoy was conducted including ‘colony’ as a fixed 249 effect to control for potential site differences. However, in the case of fledging success, this 250 could only be investigated for birds at Hoy. Differences in over-winter return rates between 251 tagged and control birds (fixed effect of ‘group’) were examined using binomial 252 (presence/absence response) general linear models (GLMs, Great Skua), or GLMMs (Lesser 253 Black-backed Gull). GLMMs included bird ID as a random effect to account for repeat 254 measurements for individuals in different years, controlling for additional fixed effects of 255 ‘sex’ and ‘year’. Significant terms in all GLMs and GLMMs were selected through 256 backwards step-wise deletion. Analyses were conducted using R v 2.5.11 (R Core Team 257 2013). We conducted a power analysis for all tests, presenting the effect size (Cohen’s d) for 258 each test of ‘group’. Appendix S1 includes full discussions of power, effect size, and sample 259 size for all measures presented from these analyses, from which we draw conclusions 260 regarding the suitability of initial sample sizes. 261 262 10 263 RESULTS 264 Breeding productivity 265 For Lesser Black-backed Gull in 2011, there were no differences between tagged and control 266 groups in the number of eggs hatched (dDev = -1.59, df = 1, P = 0.207, d = 0.07) and number 267 of chicks present per nest up to 9 July (dDev = -0.28, df = 1, P = 0.598, d = 0.68, see Table 1, 268 Appendix S1). For Great Skua in 2011, there were no differences between Foula and Hoy in 269 either the number of eggs hatched (dDev = -0.13, df = 1, P = 0.715) or number of chicks 270 present per nest up to 15 July (dDev = -0.01, df = 1, P = 0.910). Across colonies there were 271 no differences between tagged and control groups in the number of eggs hatched (dDev = - 272 0.27, df = 1, P = 0.601, d = 0.22) or number of chicks present per nest up to 15 July (dDev = 273 -0.40, df = 1, P = 0.530, d = 0.19). On Hoy, there were no differences in the number of chicks 274 fledged per nest between tagged and control nests (dDev = -0.20, df = 1, P = 0.654, d = 0.22; 275 Table 1). 276 277 Breeding season territory attendance 278 For Great Skuas at Foula in 2011, spot checks of nests showed that there was no difference in 279 territory attendance between tagged and control birds (dDev = -1.32, df = 1, P = 0.250, d = 280 0.06; probability of presence: control, 74.0±44.0%, tagged, 71.1±45.4%). 281 282 Over-winter return rates 283 For Lesser Black-backed Gull, there were no differences in over-winter return rates between 284 tagged and control groups (χ21 = 2.00, P = 0.157, d = 0.25), after controlling for potential 285 differences between years (χ21 = 1.70, P = 0.427) and sexes (χ21 = 0.09, P = 0.754). The 286 return rates for birds tagged in 2011 were 79% (11/14 birds) for 2011–12 and 71% for 2012– 287 13 (10/14 birds), compared to return rates of 53% (25/47 birds) and 64% (16/25 birds) for 11 288 control birds over the same periods respectively (Table 2). Including tagged Lesser Black- 289 backed Gulls that were recorded through the GPS system but not re-sighted, gave more 290 complete return rates of 14/14 birds (100%) and 13/14 birds (93%) for the 2011 cohort for 291 periods 2011–12 and 2012–13 respectively, and a measure of 94% (17/18 birds) combining 292 the 2010 and 2011 cohorts for the 2011-12 period (Table 2). Two tagged Lesser Black- 293 backed Gulls and five control birds were recovered dead at the colony in 2013 due to fox 294 predation, and another tagged bird was recovered outside the breeding season in Portugal 295 (Appendix S3). 296 By contrast, there was a highly significant difference between tagged and control group 297 return rates for Great Skua (χ21 = 44.69, P < 0.001, d = 0.70, Appendix S1). Return rates in 298 2012 of birds tagged in 2011 were just 10% (1/10 birds) for birds from Foula and 0% (0/10 299 birds) for those from Hoy, while the one tagged bird that returned in 2012 was not seen in 300 2013 (Table 2). For control birds, return rates over 2011-2012 and 2012-2013 were 100% 301 (10/10) and 56% (5/9) for Foula, and 80% (8/10) and 75% (6/8) for Hoy respectively (Table 302 2). Two tagged Great Skuas (one from Foula and Hoy respectively) were recovered dead 303 outside the breeding season in Germany and Portugal and another was seen on migration off 304 the Devonshire coast (see Appendix S3). 305 306 DISCUSSION 307 For both Lesser Black-backed Gull and Great Skua, results indicated that the GPS device 308 attached using a wing harness had no deleterious effects on breeding productivity within the 309 season of capture. Similar findings have previously been recorded for Lesser Black-backed 310 Gull in the Netherlands when using the same GPS and harness attachment (Camphuysen 311 2011). From a separate study of Great Skuas in Shetland using devices attached with a body 312 harness, nest survival rates in the breeding season after marking were no different between 12 313 tagged and control nests (Crane 2006; Furness et al. 2006). Furthermore, two South Polar 314 Skuas Stercorarius maccormicki, a close relative to the Great Skua, have also been studied 315 for up to 45 days during the breeding season using a leg-loop harness with no detrimental 316 impacts on breeding success (Mallory & Gilbert 2008). The GPS device and wing harness 317 used in this study also had no apparent deleterious effects on territory attendance of Great 318 Skuas at Foula. Similarly, at St. Kilda, UK, Votier et al. (2006) found that breeding Great 319 Skuas tagged using a GPS device attached to feathers spent on average 69% of their time at 320 the colony, this value being comparable to the probability of tagged (71%) and control birds 321 (74%) being present on their territories in our study. Crane (2006) also found that the territory 322 attendance of Great Skuas tagged using a body harness was no different to control birds. 323 For Lesser Black-backed Gulls, the GPS device and attachment had no apparent effect 324 on return rates, and thus their over-winter survival. The apparent annual survival rate of 325 Lesser Black-backed Gulls at Orford Ness (as derived from colour-ring sightings) varies 326 between years (from less than 50% to over 90%: Marsh 2013). However, the more complete 327 return rates of tagged birds to Orford Ness derived by also incorporating information received 328 through the tracking system (Table 2) were similar to previously reported annual survival 329 rates from sites elsewhere (91.3%, Wanless et al. 1996; 91%, Camphuysen & Gronert 2012). 330 Similar findings have been reported for Lesser Black-backed Gull at other colonies using the 331 same GPS and harness attachment (Camphuysen 2011). By contrast, the return rate of tagged 332 Great Skuas was much lower than that of controls, which was similar to a previously 333 estimated return rate of 88.8% (Ratcliffe et al. 2002). Although individuals may skip 334 breeding attempts, the recovery of two dead tagged Great Skuas and birds’ failure to return to 335 the colonies during the two years following the attachment of the device, suggests that 336 mortality was the most likely outcome. The migration routes of the Great Skua found dead in 337 Portugal and the additional bird seen off the Devonshire coast (Appendix S3) matched the 13 338 routes recorded previously from other studies using geolocation (Furness et al. 2006, 339 Magnusdottir et al. 2012). These results suggest that tagged Great Skuas had attempted 340 migration but encountered difficulties during this period. One bird spent the winter in the Bay 341 of Biscay region and made no attempt to migrate back to the colony, before its recovery the 342 following summer (Appendix S3). There have been no other published findings of the 343 specific effects of the wing harness on Great Skuas. However, the study of Great Skuas using 344 devices attached to Great Skuas with a body harness, found that no tagged birds returned and 345 successfully bred the following season (Crane 2006, Furness et al. 2006), which also suggests 346 a long-term effect for that attachment method. 347 In accordance with previous studies on Lesser Black-backed Gull, we thus found no 348 short-term impacts on breeding productivity or long-term impacts on over-winter return rates 349 and the device and wing harness were thus considered suitable for deployment across the 350 year. However, for Great Skua, although no deleterious impacts were apparent from the 351 device and wing harness during the breeding season, effects on apparent adult survival over 352 migration and wintering periods were catastrophic. Thus, deployment of the GPS device 353 using a wing harness was not suitable for long-term deployment for Great Skuas. 354 355 Limitations and considerations 356 Identifying suitable groups of control birds and adequate sample sizes of tagged birds are 357 important aspects to consider when assessing device and attachment effects. The chosen 358 control group may be unsuitable for causal inference, and small sample sizes cannot replicate 359 all characteristics of the total population (Baron et al. 2010, Authier et al. 2013). In this 360 study, the nests of unmarked control birds had lower productivity compared to colour-ringed 361 controls (see Appendix S1). This highlights that caution is needed when defining a 362 meaningful control group. Although our conclusions regarding the impacts of devices and 14 363 harnesses were no different no matter what combination of the two control groups was used 364 (Appendix S1), the wider group of unmarked nests may have potentially been derived from 365 more sub-optimal locations. Quantitative methods to define control groups are therefore 366 preferable to rule out such issues (Authier et al. 2013). Common to other tagging studies, we 367 also had restricted sample sizes of tagged birds and their nests to compare to controls. 368 However, power analyses revealed the observed effect sizes in nearly all statistical tests (with 369 the exception of Great Skua return rate) to be so small as to have little biological meaning. 370 While these analyses do not indicate there were no effects, they demonstrate how a very large 371 sample size (sometimes more than the number of birds available in the population, Appendix 372 S1) would be required to detect the observed effect. 373 374 Comparison of species ecology and behaviour 375 The reasons for the difference in over-winter return rates between Lesser Black-backed Gulls 376 and Great Skuas are unclear, but potentially may be due to species differences in the extent of 377 offshore habitat use during migration and winter, the potential compromise of insulation due 378 to tag impact on plumage, and/or differences in foraging costs, aggressive behaviour and/or 379 piracy. Lesser Black-backed Gulls use a range of terrestrial stopover sites outside the 380 breeding season (Klaassen et al. 2012), whereas Great Skuas are thought to remain at sea 381 (Furness 1987). Great Skuas may therefore be in flight for longer periods in maritime areas 382 than Lesser Black-backed Gulls. This may exacerbate any effects that the device and wing 383 harness may have on birds, and may have also increased the feather wear from the 384 attachment, possibly compromising insulation and foraging efficiency. Great Skuas roost at 385 night on the water, and this may be crucial in determining consequences of a reduction in 386 insulation. 15 387 For the two gulls predated by foxes, there was no sign of damage to the underlying skin 388 or contour feathers; there was some minor removal of down under the harness straps, but 389 otherwise the feather layer was completely intact. There was some evidence of feather 390 removal directly under the neoprene pad supporting the device, which created a bare patch 391 (56 x 25, and 47 x 24 mm, for the two birds respectively), but otherwise feather growth was 392 normal. Consequently, the use of this neoprene pad has since been discontinued. It is possible 393 that this may have compromised insulation, either through direct exposure of skin to the air or 394 penetration of water under plumage. However, the neoprene pad itself is likely to have 395 provided some level of insulation. 396 Although survival estimates do not indicate an impact of the device and harness on 397 Lesser Black-backed Gulls, any compromise of insulation may potentially be more 398 problematic for Great Skuas that use the pelagic environment outside the breeding season. 399 We had no information from the recovered Great Skuas to determine impacts on insulation. 400 However, one Great Skua returned to the colony without its device or harness. This bird was 401 re-trapped and showed no sign of any feather abrasion where the device had been. It is 402 unknown how long the device remained attached to the bird, and it was unclear how the 403 harness and device had been lost; the GPS device and harness remained on the bird at least 404 until 29 August 2011 when the last data transmission from the device was received. It is 405 clear, however, that this bird did not lose its attachment during the breeding season, with its 406 departure from the colony being similar to other tagged birds, including the two birds 407 recovered (Appendix S3). This further suggests that the effects of the device and harness for 408 Great Skua occurred during the non-breeding seasons. 409 In addition to the mass of devices and their attachments relative to body mass, wing- 410 loading is also a potentially important consideration in using bird-borne telemetry. Larger 411 birds with higher wing-loadings may not so easily accommodate extra mass within their 16 412 normal flight power requirements (Vandanebeele et al. 2011, 2012). Wing area was not 413 recorded in our study, but using available estimates from other studies (Lesser Black-backed 414 Gull, 0.195 m2 mean of males and females, Camphuysen 1995; Great Skua, 0.214 m2, 415 Pennycuick et al. 1990), alongside our observed masses of tagged birds (Lesser Black-backed 416 Gull, 0.851±0.085 kg, and Great Skua, 1.346±0.101 kg), we estimated that wing loadings 417 were 44% higher for Great Skua compared to Lesser Black-backed Gull (6.29 kg/m2 and 4.36 418 kg/m2, respectively). Furness & Tasker (2000) also considered Great Skuas (on a scale of 1 to 419 4) to have a higher foraging cost per unit of time (score of 3) compared to Lesser Black- 420 backed Gull (score of 2). Therefore, an increase in per unit foraging cost associated with the 421 attachment of a device could have had a greater relative impact on the energetics of Great 422 Skua compared to Lesser Black-backed Gull. 423 Great Skuas have also more powerful beaks than Lesser Black-backed Gulls, and may 424 be more likely to try and remove a device they are carrying, and perhaps even injure 425 themselves in the process. However, there was no evidence of any beak marks on the two 426 devices that were recovered. Great Skuas are also known to be mobbed frequently by other 427 birds, and fight between themselves. The GPS device could therefore be seen by other birds 428 as a target, which may then provoke aggressive attacks; the Great Skua recovered in 429 Germany was seen being mobbed by other birds before it died. Great Skuas are also more 430 reliant on piracy (kleptoparasitism) for feeding than most other seabirds (Furness 1987). If a 431 reduction in aerial agility or foraging efficiency affected piracy more than other foraging 432 tactics such as surface feeding or use of discards, then this could have more detrimental 433 impacts on Great Skuas than Lesser Black-backed Gulls. It is also possible that the impacts of 434 a device and harness could also differ within a species between colonies or years with 435 different ecological conditions. For instance, birds exposed to extremes of food shortage or 436 weather may be more susceptible to impacts that may not be evident under benign conditions. 17 437 The colony productivity of Great Skuas at both Foula and Hoy was low in comparison to 438 previous years (see Wade et al. 2014). However, Lesser Black-backed Gull productivity was 439 relatively low and variable between years over the period of study (Thaxter et al. 2015), and 440 for Great Skuas, no impacts were recorded during the breeding season. 441 442 Implications for further work 443 Advances in remote detachment methods may provide future solutions for studying Great 444 Skuas, allowing devices to fall off safely after one or two months; for example using weak 445 points in the attachment between the harness and the device or the use of harness materials 446 that will break under influence of UV-radiation. The attachment of a device for short-term 447 study during the breeding season is currently possible by attachment to feathers on the back 448 or tail. The device then falls off when the feathers are shed and so is less likely to have long- 449 term impacts. Such solutions could also be valuable in other species, where issues identified 450 at the outset may prevent longer term study. Until more suitable deployment methods are 451 developed, the most practical approach for studying the migration and longer-term 452 movements of Great Skuas and many other species is through a geolocator attached to a leg 453 ring (e.g. Magnusdottir et al. 2012). 454 This study demonstrates how species’ responses to harness attachments should not be 455 expected to be the same just because they share similar traits. For example, some species 456 exhibit marked changes in body shape throughout their annual cycle (e.g. Portugal et al. 457 2007), or have comparatively higher foraging costs (Vandanebeele et al. 2012). Behaviour at 458 particular life history stages, e.g. the relative use of different habitats, also needs to be 459 scrutinised closely, but equally, other aspects such as migration strategy or preferred feeding 460 tactics could be highly influential. The ecology, lifestyle, morphology and physiology of the 461 species therefore all need consideration before decisions on the shape and weight (Bowlin et 18 462 al. 2010), positioning (Thaxter et al. 2014, Vandenabeele et al. 2014) and attachment 463 methods of devices (e.g. this study) are taken. Consideration of any single species-specific 464 aspect in isolation or extrapolation based on particular comparable aspects of other species is 465 therefore discouraged. These decisions are not straightforward, but are particularly important 466 within the marine environment as the greater conductivity of water than air means any 467 compromised plumage insulation and heat loss will be magnified, and the higher viscosity of 468 water will increase drag underwater more so than in air (Vandenabeele et al. 2011). It is 469 hoped the findings in this study will help inform the planning required for future tracking 470 studies, and also highlight that the absence of breeding season effects does not mean that 471 longer term effects can be discounted. 472 473 474 This study was funded by the Department of Energy and Climate Change (DECC), and the 475 Marine Renewable Energy and the Environment (MaREE) project (funded by Highlands and 476 Islands Enterprise, the European Regional Development Fund, and the Scottish Funding 477 Council). We thank John Hartley (Hartley Anderson), Emma Cole, Mandy King, Sophie 478 Thomas and James Burt (DECC) and Mark Rehfisch (formerly of BTO) for their support of 479 the work on Foula and at Orford Ness. Thanks to the National Trust, Scottish Natural 480 Heritage, RSPB and Natural England for site permissions and thanks to Aileen Adam 481 (University of Glasgow) for sexing of Great Skuas. We are very grateful to all who have 482 helped with discussions and fieldwork. We thank four anonymous reviewers, the Editor 483 Ruedi Nager and Associate Editors Francis Daunt and Mark Bolton for their suggestions on 484 previous versions of the manuscript. 485 486 19 487 SUPPORTING INFORMATION 488 Additional Supporting Information may be found in the online version of this article: 489 Appendix S1. Sample sizes and consideration of power of data presented. 490 Appendix S2. Information on duration and timing of breeding periods. 491 Appendix S3. Additional information on recovered birds. 492 493 REFERENCES 494 Authier, M., Péron, C., Mante, A., Vidal, P. & Grémillet, D. 2013. Designing 495 observational biologging studies to assess the causal effect of instrumentation. Methods 496 Ecol. Evol. 4: 802-810. 497 498 499 Barron, D.G., Brawn, J.D. & Weatherhead, P.J. 2010. Meta-analysis of transmitter effects on avian behaviour and ecology. Methods Ecol. Evol. 1: 180-187. 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Measuring devices on wild animals: what constitutes acceptable practice? Front. Ecol. Environ. 4: 147-154. 26 654 Table 1. Mean metrics of breeding productivity (±1 SD) of (a) Lesser Black-backed Gulls at 655 Orford Ness and (b) Great Skuas on Foula and Hoy during 2011 for nests of tagged birds, 656 nests of colour-ringed controls, and other control nests. Uncertainty in measures is expressed 657 as worst case (minimum) and best case (maximum) scenarios (see text for more details). 658 Control birds (a) Colony Year Orford Ness 2011 Measure Tagged birds Colour-ringed Other No. nests 13a 26b 21 47 Eggs hatched/nest (min, max) Chicks present/nestc (min, max) 1.8±1.12.6±1.0 0.8±1.11.9±1.0 1.2±1.02.6±0.5 0.7±1.02.1±0.9 1.1±1.11.4±1.2 0.3±0.51.2±1.1 1.2±1.02.0±1.1 0.5±0.81.7±1.1 No. nests Eggs hatched/nest 10 1.5±0.7 10 1.7±0.5 37 1.3±0.7 47 1.4±0.7 Chicks present/nestd (min, max) 0.8±0.91.0±0.9 0.9±0.71.5±0.8 0.8±0.80.9±0.8 0.8±0.70.9±0.9 All (b) Foula No. nests 10 10 Eggs hatched/nest 1.1±0.71.1±0.7(min, max) 1.6±0.8 1.5±0.7 d Chicks present/nest 0.4±0.70.5±0.5(min, max) 0.6±1.0 0.8±0.8 e Chicks fledged/nest 0.2±0.4 0.3±0.5 a Two tagged birds were from the same nest (14 birds monitored at 13 nests). Hoy 659 2011 2011 660 b 661 members of the pair were marked (i.e. 28 birds were monitored at 26 nests); 662 c 663 d 664 e Of the total sample of 47 colour-ringed birds, the nests of 19 were not followed, and for two nests, both Up to 9 July 2011; Up to 15 July; Up to 14 August; 665 27 666 Table 2. Over-winter return (survival) rates of (a) Lesser Black-backed Gull, and (b) Great 667 Skua between consecutive breeding seasons, based on (i) observations of colour-ringed birds, 668 and (ii) also including additional records obtained through the GPS system. n = the number of 669 marked birds at the end of the preceding breeding season. (a) Colony Year Group marked Orford 2010 Ness 2011 n 2010-11 No. reNo. resighted / sighted n recorded by (%) GPS (%) 2011-12 No. reNo. resighted / sighted recorded by (%) GPS (%) 2012-13 No. reNo. resighted / n sighted recorded by (%) GPS (%) 3 2 (67%) 3 1 (33%) 4 3 (75%) 3 2 (67%) Tagged 4 1 (25%) Control 6 4 (67%) Tagged 14 11 (79%) Control 47 25 (53%) Hoy 2011 14 (100%) 14 10 (71%) 25 1 (33%) 13 (93%)a 16 (64%)b 2012-13 No. reNo. resighted / sighted recorded by (%) GPS (%) 0 (0%) 0 (0%) Tagged Control 10 10 (100%) Tagged 10 0 (0%) 0 (0%) 0e 0 (0%) 0 (0% Control 10 8 (80%) 8 (80%) 8 6 (75%) 6 (75%) Year Group marked Foula 2011 3 (100%) 2011-12 No. reNo. resighted / n sighted n recorded by (%) GPS (%) 10 1 (10%) 1 (10%) 1c (b) Colony 3 (75%) 10 (100%) 9d 5 (56%) 670 a 671 one further tagged Lesser Black-backed Gull (483) found dead in Portugal on 26 November 2013. 672 b 673 c 674 in 2012 but without its tag and harness; 675 d 676 e 5 (56%) Two tagged Lesser Black-backed Gulls (459 and 492) subsequently found dead at the breeding colony in 2013; Five colour-ringed control Lesser Black-backed Gulls subsequently found dead at the breeding colony in 2013; One tagged Great Skua (419) found dead in Germany 15 October 2011, one Great Skua (450) returned to breed One colour-ringed control Great Skua found dead at the breeding colony in 2012; One Great Skua (467) found dead in Portugal 13 August 2012. 677 678 679 28 680 Appendix S1. Sample sizes and consideration of power of data presented 681 682 Breeding productivity of control birds 683 In this study, two types of controls were included for comparing breeding productivity with 684 nests of tagged birds – nests where adult birds were colour-ringed, and additional nests that 685 were also followed. For both Lesser Black-backed Gull and Great Skua, these additional 686 nests were in the same vicinity as the nests of both the colour-ringed controls and the tagged 687 birds. However, for Lesser Black-backed Gulls in 2011, the maximum number of eggs 688 hatched per nest and chicks present per nest up to 9 July 2011 for these additional nests were 689 both significantly lower (dDev = -6.81, df = 1, P = 0.009; dDev = -6.03, df = 1, P = 0.014, 690 respectively) than for the nests of colour-ringed controls; minimum numbers of eggs and 691 chicks were not significantly different (P > 0.05 in both cases). For Great Skuas at Foula, the 692 maximum number of chicks present up to 15 July was lower for these additional nests than 693 for the nests of colour-ringed controls (Table 1 in main paper) but was not significantly 694 different (dDev = -2.33, df = 1, P = 0.127). For both species, the nests of the sample of 695 unmarked birds included nests from the wider area, including the periphery of both colonies, 696 and so were likely to have included some sub-optimal nesting sites, presumably resulting in 697 lower productivity compared to other colour-ringed control birds. Note, however, there was 698 no significant difference between the nests of colour-ringed control birds alone and those of 699 tagged birds for any measures of breeding productivity (P > 0.05 in all cases). To provide as 700 wide as possible a sample of breeding productivity of the nests of control birds to compare to 701 tagged birds, we therefore pooled both groups of control nests together. Tests for breeding 702 productivity in the main paper were conducted on both minimum and maximum scenarios 703 (see Table 1), but provided equivalent results in all instances, therefore for simplicity, results 704 from the tests of maximum scenarios are presented. 29 705 Sample sizes of sexed birds 706 In this study, birds of both species were sexed to allow further investigations into potential 707 differences in device and harness attachment effects. For Lesser Black-backed Gulls at 708 Orford Ness, tagged and control birds were sexed using head and bill length measurements 709 (Coulson et al. 1983; Camphuysen 2011). Out of 18 tagged birds, ten were males and seven 710 were females, with the remaining bird not assigned sex due to uncertainty. Out of the 28 711 control birds, 17 were males and 11 were females. A sufficient number of males and female 712 Lesser Black-backed Gulls from tagged and control groups were therefore available to 713 investigate device and harness effects on breeding productivity and over-winter return rates. 714 For Great Skuas, tagged and control birds were sexed using either DNA from feather 715 samples (Griffiths et al. 1993), previous known sex from ringing data or within-pair 716 relational size from simultaneous viewing of both pair members. For tagged birds at Foula 717 and Hoy, out of a total of ten birds at each site, three and five females and two and three 718 males were identified, respectively, with the remaining birds not assigned sex due to 719 uncertainty; for control birds at both sites, five females and zero males were identified. 720 Therefore for Great Skua, given the small sample sizes and particularly the lack of male 721 control birds, sex differences in the effects of device and harness on breeding productivity 722 and over-winter return rates were not investigated. 723 724 Power of the data presented 725 The power of all tests presented in this study was assessed for the presence of type I or II 726 errors that may have occurred with limited sample sizes and low statistical power. Effect 727 sizes here are presented as Cohen’s d, and sample sizes are presented that would be needed to 728 reach significance at an alpha level of 0.05 and a power of 0.8. It should be noted that the 729 number of birds tagged and monitored as control groups was relatively high for this study. 30 730 Breeding productivity 731 Tests for differences in the breeding productivity of tagged and control groups of Lesser 732 Black-backed Gulls and Great Skuas were non-significant, and in most cases associated with 733 low effect sizes. For Lesser Black-backed Gull, the effect size for number of eggs hatched 734 was 0.07, with a power of 0.05, and the sample size needed for a significant difference to 735 have been observed between tagged and control birds was 3,651 nests. This compares to a 736 colony size of 540–620 pairs at Orford Ness (Marsh 2013). The mean differences between 737 values for tagged and control birds in all cases were very small and standard deviations and 738 overlaps in the distributions of variables were very high (see Table 1). Therefore, it is very 739 unlikely that Type II errors occurred. For Lesser Black-backed Gull, there was a non- 740 significant tendency for nests of tagged birds to have more chicks present up to mid-July in 741 2011 than control nests (Table 1), which was opposite to our expectation had tags and the 742 harness been deleterious to foraging behaviour. In this case, the effect size was 0.68, and the 743 power was also quite high at 0.6, and the sample size needed for a significant difference to 744 have been observed between tagged and control birds was just 35 nests. However, given the 745 direction of the effect, it is quite unlikely that a Type II error occurred here. 746 For Great Skua at Foula and Hoy respectively, the effect size for eggs hatched per 747 nest was 0.17 and 0.26, with a power of 0.07 and 0.08, and the sample size needed for a 748 significant difference to have been observed between tagged and control birds was 576 and 749 236 nests. Likewise, the effect size for number of chicks present per nest up to 15 July was 750 0.19, with a power of 0.11, and the sample size needed for a significant difference was 432 751 nests. For Hoy, the effect size for number of chicks fledged per nest was 0.22, with a power 752 of 0.08, and the sample size needed for a significant difference was 324 birds. This compares 753 to colony sizes of 1 657 AOTs at Foula and 1 346 AOTs at Hoy (JNCC Seabird Monitoring 754 Programme database, last accessed 6 November 2014). 31 755 Over-winter return rates 756 For Lesser Black-backed Gull, the effect size for return rates was 0.25, resulting in a low 757 power of 0.15 and thus a high sample size of 251 birds needed for a significant difference to 758 have been observed between tagged and control birds. The difference between mean return 759 rates (across all years) was 0.13 (see Table 2 for return rate estimates). These results suggest 760 the non-significant result for Lesser Black-backed Gulls was very robust, and not subject to 761 type II errors. For Great Skua, the difference in mean return rates (over 2012 and 2013) 762 between tagged and control birds was 0.70. This resulted in a very high effect size of 2.10 763 and a very high power of 0.99. For this difference, a sample size of just five birds would have 764 been needed for a significant difference to have been observed between tagged and control 765 birds. As such it is conclusive that sample sizes were sufficiently high to detect the effect 766 recorded in differences in over-winter return rates between tagged and control groups of 767 Great Skuas, and unlikely a type I error occurred. 768 769 Breeding season territory attendance 770 For Great Skua at Foula, the effect size for territory attendance was 0.06, with a power of 771 0.05, and the sample size needed for a significant difference to have been observed between 772 tagged and control birds was 3 952 predicted. This value is more than twice the number of 773 AOTs at Foula (see above). The very similar mean estimates and large overlaps in standard 774 deviations (control = 74.0±44.0%, tagged = 71.1±45.4%) show that it is highly unlikely that 775 any effect was missed using the sample sizes obtained. 776 777 REFERENCES 778 Camphuysen, C.J. 2011. Lesser black-backed gulls nesting at Texel Foraging distribution, 779 diet, survival, recruitment and breeding biology of birds carrying advanced GPS 780 loggers, Royal Netherlands Institute for Sea Research, Texel, NIOZ-Report 2011-05. 32 781 782 783 784 785 786 Coulson J.C., Thomas, C.S., Butterfield, J.E.L., Duncan, N. & Monaghan, P.C. 1983. The use of head and bill length to sex live gulls Laridae. Ibis 125: 549-557. Griffiths, R., Double, M. C., Orr, K. and Dawson, R. J. G. 1998. A DNA test to sex most birds. Mol. Ecol. 7: 1071_1075. Marsh, M. 2013. Here’s one I made earlier: the Landguard gull RAS, BTO RAS News 13: 10-11. 787 33 788 Appendix S2. Information on duration and timing of breeding periods 789 To assess the effects of the GPS device and harness on Lesser Black-backed Gull and Great 790 Skua, a comparison of breeding productivity was made between nests of tagged birds (with a 791 GPS device and harness) and control birds (birds without a device and harness). Clutch size 792 was not investigated as nests were discovered at different times during incubation, hence the 793 initial clutch size was not always known. However, the number of eggs hatched, the number 794 of chicks present up to mid-July, and the number of chicks fledged per nest were investigated 795 between control and tagged groups. It is important therefore that the two groups were 796 followed for similar periods (and thus that the risks of failures were the same) to ensure that 797 correct conclusions were reached. 798 For Lesser Black-backed Gull, the earliest and latest estimates of mean hatch dates in 799 2011 were 5 and 14 June for tagged nests and 8 and 16 June for control nests. The number of 800 chicks present at nests was recorded in the early stages of chick-rearing. The lengths of time 801 that nests of tagged Lesser Black-backed Gulls were monitored after hatching during the 802 chick-rearing period ranged from a minimum of 7±8 d to a maximum of 15±8 d. For control 803 birds, nests were monitored from 6±8 to 13±9 d. The ranges for minimum and maximum 804 estimates were 1-26 d and 7-35 d for the respective groups. The standard deviations indicate 805 variability across nests monitored, while the lower and upper values represent uncertainty in 806 estimated hatching dates due to the frequency of nest monitoring. For Great Skua, nests were 807 monitored daily at Foula until 15 July 2011. The mean first egg hatching dates were 18 June 808 for tagged nests and 23 June for controls. The length of time that nests were monitored during 809 the chick-rearing period was consequently 22±9 d for tagged birds and 20±10 d for control 810 birds. At Hoy, nests were monitored weekly in 2011. Mean earliest and latest estimates of 811 first egg hatching dates for nests of tagged birds were 17–21 June, and for nests of control 812 birds, 17–25 June. The mean length of time that nests were monitored for during the chick- 34 813 rearing period when birds still had eggs or chicks was 20±25 d (range, 1–65 d) for tagged 814 birds and only slightly longer 26±19 d (range, 3–64 d) for control birds. At Hoy, two nests of 815 tagged birds and three nests of control birds successfully fledged chicks. For neither species 816 were there significant differences in the hatching dates of nests or the ages of chicks 817 monitored between the nests of tagged and control birds (GLMs of ‘chick age’ and Julian 818 date ‘laying date’, considering minimum and maximum estimates in separate analyses, 819 testing a fixed effect for ‘group’ (tagged and control): P > 0.05 in all cases for each species). 820 Hence, any differences in the number of chicks present between the nests of tagged and 821 control birds would not have been due to the relative length of time that nests were monitored 822 during the chick-rearing period. 823 35 824 Appendix S3. Additional information on recovered birds 825 Lesser Black-backed Gull 826 Two tagged Lesser Black-backed Gulls from 2011 were subsequently found dead due to fox 827 predation within the breeding colony during 2013, and another was recovered dead at 828 Corroios, Seixal, Portugal (38°38’ N, 9°8’ W) on 26 November 2013. Five colour-ringed 829 control birds were also recovered dead due to fox predation in June 2013. Although sample 830 sizes were small, it is therefore unlikely that birds wearing a device and harness were more 831 vulnerable to fox predation. 832 833 Great Skua 834 One control Great Skua on Foula was recovered dead within its breeding territory on 12 May 835 2012. Another Great Skua was reported off the coast of south Devon on 12 October 20111 836 with its GPS device and wing harness in place. Two further birds were recovered dead with 837 their device and harness in place outside the breeding season. One from Foula was found near 838 Norddorf, Germany (54°42’ N; 8°20’ E), on 18 October 2011. The GPS data showed that this 839 bird departed the colony on 25 August 2011, remaining in the North Sea, reaching the 840 Lincolnshire coast, UK on 16 September 2011 before venturing back out to sea prior to its 841 subsequent recovery. A tagged Great Skua from Hoy was recovered at Praia do Meco, 842 Setubal, Portugal (38°28’ N; 9°12’ W) on 13 August 2012. The GPS data showed that this 843 bird left the colony on 10 September 2011 migrated along the west coast of Scotland and 844 Ireland, reaching the Bay of Biscay on 17 September 2011, where the bird spent the 2011/12 845 winter and following months before its recovery. Movements of these birds are shown in 846 Figure S3.1. 1 http://marinelife-charm3.blogspot.co.uk/2011/10/12th-october-2011-english-channel-20nm.html [last accessed 26 May 2015] 36 847 Only one Great Skua tagged in 2011 returned in 2012 (Table 2), but without its device and 848 harness. This bird was tagged at Foula and was present at the colony until 29 August 2011 849 (last recorded GPS fix). This date was similar to other tagged Great Skuas at Foula in 2011 850 (mean 22 August ±17 days, max 18 September). The two birds recovered with their device 851 and harness intact left the breeding colony on 25 August and 10 September 2011. This 852 strongly suggested that Great Skuas departed with their device and harness intact. In 2012 the 853 previously-tagged bird at Foula laid two eggs (2011, same clutch size), and weighed 1 305 g 854 (5 June 2011 09:10 h BST) upon re-trapping. This was heavier than its weight upon initial 855 trapping in 2011 (1 220 g, 5 June 10:24 BST) and both weights were similar to breeding birds 856 on Foula during 2011 (range 1 180–1 490 g, mean 1 324±100 g, n = 20 birds). 857 37 858 Figure S3.1. Map showing the GPS locations of two Great Skuas after they departed their 859 breeding colonies prior to final recoveries, and a re-sighting of another bird off the 860 Devonshire coast (see text in Appendix S3 for details). 861 38