Marine habitat heterogeneity underpins species
distribution and can be generated through interactions between physical
and biological drivers at multiple spatiotemporal scales. Passive
acoustic monitoring (PAM) is used worldwide to study potential impacts
of marine industrial activities on cetaceans, but understanding of
animals’ site use at small spatiotemporal scales (<1 km, <1 day)
remains limited. Small-scale variability in vocalising harbour porpoise (Phocoena phocoena)
distribution within two Scottish marine renewable energy development
(MRED) sites was investigated by deploying dense arrays of C-POD passive
acoustic detectors at a wave energy test site (the European Marine
Energy Centre [Billia Croo, Orkney]) and by a minor tidal-stream site
(Scarba [Inner Hebrides]). Respective arrays consisted of 7 & 11
moorings containing two C-PODs each and were deployed for up to 55 days.
Minimum inter-mooring distances varied between ~300–600 m. All C-POD
data were analysed at a temporal resolution of whole minutes, with each
minute classified as 1 or 0 on the basis of presence/absence of porpoise
click trains (Porpoise-Positive Minutes/PPMs). Porpoise detection rates
were analysed using Generalised Additive Models (GAMs) with Generalised
Estimation Equations (GEEs).
Although there were many
porpoise detections (wave test site: N = 3,432; tidal-stream site: N =
17,366), daily detection rates varied significantly within both arrays.
Within the wave site array (<1 km diameter), average daily detection
rates varied from 4.3–14.8 PPMs/day. Within the tidal-stream array
(<2 km diameter), average daily detection rates varied from
10.3–49.7 PPMs/day. GAM-GEE model results for individual moorings within
both arrays indicated linkages between porpoise presence and
small-scale heterogeneity among different environmental covariates (e.g.
tidal phase, time of day). Porpoise detection rates varied considerably
but with coherent patterns between moorings only several hundred metres
apart and within hours. These patterns presumably have ecological
relevance.
These results indicate that, in
energetically active and heterogeneous areas, porpoises can display
significant spatiotemporal variability in site use at scales of hundreds
of metres and hours. Such variability will not be identified when using
solitary moored PAM detectors (a common practice for site-based
cetacean monitoring), but may be highly relevant for site-based impact
assessments of MRED and other coastal developments. PAM arrays
encompassing several detectors spread across a site therefore appear to
be a more appropriate tool to study site-specific cetacean use of
spatiotemporally heterogeneous habitat and assess the potential impacts
of coastal and nearshore developments at small scales.