title: Estimation of Coast-Wide Population Trends of Marbled Murrelets in Canada Using a Bayesian Hierarchical Model.
abstract: Species at risk with secretive breeding behaviours, low densities, and wide geographic range pose a significant challenge to conservation actions because population trends are difficult to detect. Such is the case with the Marbled Murrelet (Brachyramphus marmoratus), a seabird listed as 'Threatened' by the Species at Risk Act in Canada largely due to the loss of its old growth forest nesting habitat. We report the first estimates of population trend of Marbled Murrelets in Canada derived from a monitoring program that uses marine radar to detect birds as they enter forest watersheds during 923 dawn surveys at 58 radar monitoring stations within the six Marbled Murrelet Conservation Regions on coastal British Columbia, Canada, 1996-2013. Temporal trends in radar counts were analyzed with a hierarchical Bayesian multivariate modeling approach that controlled for variation in tilt of the radar unit and day of year, included year-specific deviations from the overall trend ('year effects'), and allowed for trends to be estimated at three spatial scales. A negative overall trend of -1.6%/yr (95% credibility interval: -3.2%, 0.01%) indicated moderate evidence for a coast-wide decline, although trends varied strongly among the six conservation regions. Negative annual trends were detected in East Vancouver Island (-9%/yr) and South Mainland Coast (-3%/yr) Conservation Regions. Over a quarter of the year effects were significantly different from zero, and the estimated standard deviation in common-shared year effects between sites within each region was about 50% per year. This large common-shared interannual variation in counts may have been caused by regional movements of birds related to changes in marine conditions that affect the availability of prey.
authors.affiliation: Environment Canada, Wildlife Research Division, Institute of Ocean Sciences, Sidney, British Columbia, Canada.
authors.forename: Douglas F
authors.initials: DF
authors.lastname: Bertram
authors.affiliation: Environment Canada, Canadian Wildlife Service, Delta, British Columbia, Canada.
authors.forename: Mark C
authors.initials: MC
authors.lastname: Drever
authors.affiliation: Fisheries Centre, University of British Columbia, Vancouver, British Columbia, Canada.
authors.forename: Murdoch K
authors.initials: MK
authors.lastname: McAllister
authors.affiliation: Bernard K. Schroeder Consulting, Nanaimo, British Columbia, Canada.
authors.forename: Bernard K
authors.initials: BK
authors.lastname: Schroeder
authors.affiliation: TimberWest Forest Corp., Nanaimo, British Columbia, Canada.
authors.forename: David J
authors.initials: DJ
authors.lastname: Lindsay
authors.affiliation: Kingston, Ontario, Canada.
authors.forename: Deborah A
authors.initials: DA
authors.lastname: Faust
mesh_terms: D000818:Animals; D001499:Bayes Theorem; D001955:British Columbia; D002170:Canada; D046091:Charadriiformes; D003247:Conservation of Natural Resources; D017753:Ecosystem; D005260:Female; D005843:Geography; D008297:Male; D015999:Multivariate Analysis; D009425:Nesting Behavior; D011157:Population Dynamics; D011235:Predatory Behavior; D011336:Probability; D011825:Radar; D012044:Regression Analysis; D013997:Time Factors