Perkins, NR and Hosack, GR and Foster, SD and Hill, NA and Barrett, NS, Spatial properties of sessile benthic organisms and the design of repeat visual survey transects, Aquatic Conservation pp. 1-13. ISSN 1099-0755 (2018) [Refereed Article]
The design of monitoring programmes that use such technologies is currently hindered by a lack of information about the typical abundance and spatial distributions of target indicators and the level of sampling required to detect changes. A further complicating factor is that these sampling platforms are often not able to be exactly relocated when conducting repeat surveys.
How the spatial properties of benthic organisms influence the estimates of cover, given alternative designs that vary in the geolocation precision of transects and the sampling intensity of images, is explored. A geostatistical modelling approach is used to quantify the spatial distribution of 20 key deep‐water invertebrate species at a long‐term monitoring site. The parameter estimates from these models are then used to simulate repeat transects with geolocation error and different levels of sampling.
Results suggest that species with short effective ranges (i.e. those with strong spatial dependence over relatively short distances) and large spatial variance, which suggests strong spatial dependence effects, will require greater sampling effort to achieve a given standard of precision.
Spatial offsets of 2 m, typical of an AUV, are unlikely to have dramatic impacts on the precision of estimates when sufficient images are sampled, but offsets of 10 m that are typical of towed systems may require a prohibitively high sampling effort for some species. These findings have important implications for benthic monitoring programmes, and highlight the importance of considering the interactions between sampling design, the technical limitations of survey equipment, and the spatial properties of indicator species.
|Item Type:||Refereed Article|
|Keywords:||marine reef, imagery, spatial design, AUV, shelf, benthic monitoring, geostatistical modelling, sampling design, species distributions|
|Research Division:||Biological Sciences|
|Research Field:||Marine and Estuarine Ecology (incl. Marine Ichthyology)|
|Objective Group:||Remnant Vegetation and Protected Conservation Areas|
|Objective Field:||Protected Conservation Areas in Marine Environments|
|Author:||Perkins, NR (Dr Nicholas Perkins)|
|Author:||Hill, NA (Dr Nicole Hill)|
|Author:||Barrett, NS (Associate Professor Neville Barrett)|
|Deposited By:||Ecology and Biodiversity|
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