Skip to main content
Log in

Human Activity and Habitat Characteristics Influence Shorebird Habitat Use and Behavior at a Vancouver Island Migratory Stopover Site

  • Published:
Environmental Management Aims and scope Submit manuscript

Abstract

Pacific Rim National Park Reserve on Vancouver Island, British Columbia, Canada, has 16 km of coastal beaches that attract many thousands of people and shorebirds (S.O. Charadrii) every year. To identify locations where shorebirds concentrate and to determine the impact of human activity and habitat characteristics on shorebirds, we conducted shorebird and visitor surveys at 20 beach sectors (across 20 total km of beach) during fall migration in 2011–2014 and spring migration in 2012 and 2013. Using zero-inflated negative binomial regression and a model selection approach, we found that beach width and number of people influenced shorebird use of beach sectors (Bayesian information criterion weight of top model = 0.69). Shorebird absence from beaches was associated with increasing number of people (parameter estimate from top model: 0.38; 95 % CI 0.19, 0.57) and decreasing beach width (parameter estimate: −0.32; 95 % CI −0.47, −0.17). Shorebirds spent more time at wider beaches (parameter estimate: 0.68; 95 % CI 0.49, 0.87). Close proximity to people increased the proportion of time shorebirds spent moving, while shorebirds spent more time moving and less time foraging on wider beaches than on narrower ones. Shorebird disturbance increased with proximity of people, activity speed, and presence of dogs. Based on our findings, management options, for reducing shorebird disturbance at Pacific Rim National Park Reserve and similar shorebird stopover areas, include mandatory buffer distances between people and shorebirds, restrictions on fast-moving activities (e.g., running, biking), prohibiting dogs, and seasonal closures of wide beach sections.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Altmann J (1974) Observational study of behavior: sampling methods. Behaviour 49:227–267

    Article  CAS  Google Scholar 

  • Andres B, Smith P, Morrison R et al (2012) Population estimates of North American shorebirds, 2012. Wader Study Group Bull 119:178–194

    Google Scholar 

  • Baker AJ, González PM, Piersma T et al (2004) Rapid population decline in red knots: fitness consequences of decreased refuelling rates and late arrival in Delaware Bay. Proc R Soc Lond Ser B Biol Sci 271:875–882

    Article  Google Scholar 

  • Bartoń K (2013) MuMIn: multi-model inference. R package version 1.9.13. http://cran.r-project.org/package=MuMIn

  • Burger J, Gochfeld M (1991) Human activity influence and diurnal and nocturnal foraging of sanderlings (Calidris alba). Condor 93:259–265

    Article  Google Scholar 

  • Burger J, Niles L (2013) Closure versus voluntary avoidance as a method of protecting migrating shorebirds on beaches in New Jersey. Wader Study Group Bull 120:20–25

    Google Scholar 

  • Burger J, Howe MA, Hahn DC, Chase J (1977) Effects of tidal cycles on habitat selection and habitat partitioning by migrating shorebirds. Auk 94:743–758

    Article  Google Scholar 

  • Burger J, Carlucci SA, Jeitner CW, Niles L (2007) Habitat choice, disturbance, and management of foraging shorebirds and gulls at a migratory stopover. J Coast Res 235:1159–1166

    Article  Google Scholar 

  • Butler RW, Davidson NC, Morrison RIG (2001) Global-scale shorebird distribution in relation to productivity of near-shore ocean waters. Waterbirds 24:224–232

    Article  Google Scholar 

  • Colwell M (1993) Shorebird community patterns in a seasonally dynamic estuary. Condor 95:104–114

    Article  Google Scholar 

  • Colwell M, Landrum S (1993) Nonrandom shorebird distribution and fine-scale variation in prey abundance. Condor 95:94–103

    Article  Google Scholar 

  • Cresswell W, Lind J, Quinn JL (2010) Predator-hunting success and prey vulnerability: quantifying the spatial scale over which lethal and non-lethal effects of predation occur. J Anim Ecol 79:556–562

    Article  Google Scholar 

  • Dantzer B, Fletcher QE, Boonstra R et al (2014) Measures of physiological stress: a transparent or opaque window into the status, management and conservation of species? Conserv Physiol 2:21

    Article  Google Scholar 

  • Davis C, Smith L (1998) Ecology and management of migrant shorebirds in the Playa Lakes Region of Texas. Wildl Monogr 140:3–45

    Google Scholar 

  • Edwards DN (2005) Carnivore—visitor use patterns within the Long Beach Unit of Pacific Rim National Park Reserve on the west coast of Vancouver Island, pp 1–28. http://clayoquotbiosphere.org/wildcoast-project/

  • Frid A, Dill LM (2002) Human-caused disturbance stimuli as a form of predation risk. Conserv Ecol 6:11

    Google Scholar 

  • Geman S, Bienenstock E, Doursat R (1992) Neural networks and the bias/variance dilemma. Neural Comput 4:1–58

    Article  Google Scholar 

  • Gerritsen AFC, Meiboom A (1985) The role of touch prey density estimation by Caldris alba. Neth J Zool 36:530–562

    Article  Google Scholar 

  • Glover HK, Weston MA, Maguire GS et al (2011) Towards ecologically meaningful and socially acceptable buffers: response distances of shorebirds in Victoria, Australia, to human disturbance. Landsc Urban Plan 103:326–334

    Article  Google Scholar 

  • Goss-Custard J (1970) The responses of redshank (Tringa totanus (L.)) to spatial variations in the density of their prey. J Anim Ecol 39:91–113

    Article  Google Scholar 

  • Goss-Custard J, Triplet P, Sueur F, West AD (2006) Critical thresholds of disturbance by people and raptors in foraging wading birds. Biol Conserv 127:88–97

    Article  Google Scholar 

  • Greene WH (1994) Accounting for excess zeros and sample selection in poisson and negative binomial regression models. http://ssrn.com/abstract=1293115

  • Grueber CE, Nakagawa S, Laws RJ, Jamieson IG (2011) Multimodel inference in ecology and evolution: challenges and solutions. J Evol Biol 24:699–711

    Article  CAS  Google Scholar 

  • Heathfield D, Walker I (2011) Analysis of coastal dune dynamics, shoreline position, and large woody debris at Wickaninnish Bay, Pacific Rim National Park, British Columbia. Can J Earth Sci 48:1185–1198

    Article  Google Scholar 

  • Kraan C, Van Gils JA, Spaans B et al (2009) Landscape-scale experiment demonstrates that Wadden Sea intertidal flats are used to capacity by molluscivore migrant shorebirds. J Anim Ecol 78:1259–1268

    Article  Google Scholar 

  • Lafferty K (2001) Disturbance to wintering western snowy plovers. Biol Conserv 101:315–325

    Article  Google Scholar 

  • Lenth RV (2014) lsmeans: Least-Squares Means. R package version 2.11. http://cran.r-project.org/web/packages/lsmeans/index.htm

  • Losito MP, Mirarchi RE, Baldassarre GA (1989) New techniques for time-activity studies of avian flocks in view-restricted habitats. J Field Ornithol 60:388–396

    Google Scholar 

  • Martin TG, Wintle BA, Rhodes JR et al (2005) Zero tolerance ecology: improving ecological inference by modelling the source of zero observations. Ecol Lett 8:1235–1246

    Article  Google Scholar 

  • Morrison RIG, Mizrahi DS, Ross RK et al (2012) Dramatic declines of semipalmated sandpipers on their major wintering areas in the Guianas, northern South America. Waterbirds 35:120–134

    Article  Google Scholar 

  • New Jersey Division of Fish and Wildlife (2013) Seasonal Delaware Bay and Atlantic Coast beach closure location map. http://www.njfishandwildlife.com/ensp/beachclozmap.htm

  • Nol E (1986) Incubation period and foraging technique in shorebirds. Am Nat 128:115–119

    Article  Google Scholar 

  • Oksanen J, Blanchet FG, Kindt R et al (2013) Vegan: Community Ecology Package. R package version 2.0-10. http://cran.rproject.org/web/packages/vegan/index.html

  • Pfister C, Harrington BA, Lavine M (1992) The impact of human disturbance on shorebirds at a migration staging area. Biol Conserv 60:115–126

    Article  Google Scholar 

  • Piersma T, Hoekstra R, Dekinga A et al (1993) Scale and intensity of intertidal habitat use by knots Calidris canutus in the Western Wadden Sea in relation to food, friends and foes. Neth J Sea Res 31:331–357

    Article  Google Scholar 

  • Pomeroy A (2006) Tradeoffs between food abundance and predation danger in spatial usage of a stopover site by western sandpipers, Calidris mauri. Oikos 112:629–637

    Article  Google Scholar 

  • Pomeroy AC, Seaman DAA, Butler RW et al (2008) Feeding—danger trade-offs underlie stopover site selection by migrants. Avian Conserv Ecol 3:7

    Google Scholar 

  • Posada D, Buckley TR (2004) Model selection and model averaging in phylogenetics: advantages of akaike information criterion and bayesian approaches over likelihood ratio tests. Syst Biol 53:793–808

    Article  Google Scholar 

  • R Core Team (2013) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna

    Google Scholar 

  • Rogers DI, Piersma T, Hassell CJ (2006) Roost availability may constrain shorebird distribution: exploring the energetic costs of roosting and disturbance around a tropical bay. Biol Conserv 133:225–235

    Article  Google Scholar 

  • Rose M, Nol E (2010) Foraging behavior of non-breeding semipalmated plovers. Waterbirds 33:59–69

    Article  Google Scholar 

  • Schielzeth H (2010) Simple means to improve the interpretability of regression coefficients. Methods Ecol Evol 1:103–113

    Article  Google Scholar 

  • Schlacher TA, Nielsen T, Weston MA (2013a) Human recreation alters behaviour profiles of non-breeding birds on open-coast sandy shores. Estuar Coast Shelf Sci 118:31–42

    Article  Google Scholar 

  • Schlacher TA, Weston MA, Lynn D, Connolly RM (2013b) Setback distances as a conservation tool in wildlife–human interactions: testing their efficacy for birds affected by vehicles on open-coast sandy beaches. PLoS One 8:e71200

    Article  CAS  Google Scholar 

  • Schlacher TA, Meager JJ, Nielsen T (2014) Habitat selection in birds feeding on ocean shores: landscape effects are important in the choice of foraging sites by oystercatchers. Mar Ecol 35:67–76

    Article  Google Scholar 

  • Schwarz G (1978) Estimating the dimension of a model. Ann Stat 6:461–464

    Article  Google Scholar 

  • Tarr NM, Simons TR, Pollock KH (2010) An experimental assessment of vehicle disturbance effects on migratory shorebirds. J Wildl Manag 74:1776–1783

    Article  Google Scholar 

  • Thomas K, Kvitek RG, Bretz C (2003) Effects of human activity on the foraging behavior of sanderlings Calidris alba. Biol Conserv 109:67–71

    Article  Google Scholar 

  • VanDusen BM, Fegley SR, Peterson CH (2012) Prey distribution, physical habitat features, and guild traits interact to produce contrasting shorebird assemblages among foraging patches. PLoS One 7:e52694

    Article  CAS  Google Scholar 

  • Whitfield D (2003) Redshank Tringa totanus flocking behaviour, distance from cover and vulnerability to sparrowhawk Accipiter nisus predation. J Avian Biol 34:163–169

    Article  Google Scholar 

  • WHSRN (2009) Monomoy NWR. http://www.whsrn.org/site-profile/monomoy-nwr

  • WHSRN (2013) Tofino Wah-nah-jus Hilth-hoo-is Mudflats. http://www.whsrn.org/site-profile/tofino-wah-nah-jus

  • Yasué M (2005) The effects of human presence, flock size and prey density on shorebird foraging rates. J Ethol 23:199–204

    Article  Google Scholar 

  • Yasué M (2006) Environmental factors and spatial scale influence shorebirds’ responses to human disturbance. Biol Conserv 128:47–54

    Article  Google Scholar 

  • Ydenberg RC, Butler RW, Lank DB et al (2002) Trade-offs, condition dependence and stopover site selection by migrating sandpipers. J Avian Biol 33:47–55

    Article  Google Scholar 

  • Zeileis A, Kleiber C, Jackman S (2008) Regression models for count data in R. J Stat Softw 27

  • Zharikov Y, Elner RW, Shepherd PCF, Lank DB (2009) Interplay between physical and predator landscape affects transferability of shorebird distribution models. Landsc Ecol 24:129–144

    Article  Google Scholar 

Download references

Acknowledgments

We thank the staff at Pacific Rim National Park Reserve, Danielle Gough, Christine Anderson, and Angus Smith for logistical and field assistance. For funding, we thank the Natural Sciences and Engineering Research Council of Canada (NSERC), Parks Canada, the Government of Ontario, and Trent University.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Colleen R. Murchison.

Ethics declarations

Ethical Approval

The study was approved by the Parks Canada Research Ethics Committee (Parks Canada Research and Collection Permit No. PRN-2013-13773).

Appendix

Appendix

See Tables 6 and 7.

Table 6 Total counts of shorebirds observed during 524 survey hours across 20 beach sectors in the Long Beach Unit of Pacific Rim National Park Reserve during spring and fall migration from late April until the end of May, in 2012 (50 survey hours) and 2013 (59.5 survey hours), and July through October in 2011 (142 survey hours), 2012 (91.5 survey hours), 2013 (101.5 survey hours), and 2014 (79.5 survey hours)
Table 7 Abundance of macroinvertebrates sampled at shorebird monitoring sites along the Long Beach Unit of Pacific Rim National Park Reserve, Vancouver Island, British Columbia, from April to August 2013

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Murchison, C.R., Zharikov, Y. & Nol, E. Human Activity and Habitat Characteristics Influence Shorebird Habitat Use and Behavior at a Vancouver Island Migratory Stopover Site. Environmental Management 58, 386–398 (2016). https://doi.org/10.1007/s00267-016-0727-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00267-016-0727-x

Keywords

Navigation