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Data from: Shark movement strategies influence poaching risk and can guide enforcement decisions in a large, remote Marine Protected Area

Cite this dataset

Jacoby, David et al. (2020). Data from: Shark movement strategies influence poaching risk and can guide enforcement decisions in a large, remote Marine Protected Area [Dataset]. Dryad.


  1. Large, remote marine protected areas (MPAs) containing both reef and pelagic habitats, have been shown to offer considerable refuge to populations of reef-associated sharks. Many large MPAs are, however, impacted by illegal fishing activity conducted by unlicensed vessels. While enforcement of these reserves is often expensive, it would likely benefit from the integration of ecological data on the mobile animals they are designed to protect. Consequently, shark populations in some protected areas continue to decline, as they remain a prime target for illegal fishers.
  2. To understand shark movements and their vulnerability to illegal fishing, three years of acoustic tracking data, from 101 reef-associated sharks, were analysed as movement networks to explore the predictability of movement patterns and identify key movement corridors within the British Indian Ocean Territory (BIOT) MPA. We examined how space use and connectivity overlap with spatially-explicit risk of illegal fishing, through data obtained from the management consultancy enforcing the MPA.
  3. Using individual-based models, the movement networks of two sympatric shark species were efficiently predicted with distance-decay functions (>95% movements accurately predicted). Model outliers were used to highlight the locations with unexpectedly high movement rates where MPA enforcement patrols might most efficiently mitigate predator removal.
  4. Activity space estimates and network metrics illustrate that silvertip sharks were more dynamic, less resident and link larger components of the MPA than grey reef sharks. However, we show that this behaviour potentially enhances their exposure to illegal fishing activity.
  5. Synthesis and applications. Marine protected area (MPA) enforcement strategies are often limited by resources. The British Indian Ocean Territory MPA, one of the world’s largest ‘no take’ MPAs, has a single patrol vessel to enforce 640,000 km2 of open ocean, atoll and reef ecosystems. We argue that to optimise the patrol vessel search strategy and thus enhance their protective capacity, ecological data on the space use and movements of desirable species, such as large-bodied reef predators, must be incorporated into management plans. Here, we use electronic tracking data to evaluate how shark movement dynamics influence species mortality trajectories in exploited reef ecosystems. In doing so we discuss how network analyses of such data might be applied for protected area enforcement.


Acoustic tags were surgically implanted in 101 sharks reef sharks during February-April between 2013 and 2016. Sharks were tracked for three years across five isolated atoll systems in the north of the British Indian Ocean Territory Marine Protected Area. The study array consisted of a total of 52 Vemco acoustic receivers (Vemco, Nova Scotia, Canada, 46 VR2Ws, plus four VR2W-UWM and two VR4Gs) with additional receivers placed further afield in the archipelago excluded from the analyses due to later deployment dates or lack of data from this cohort of animals. Sharks were caught at various locations around the northern atolls using hand-lines with barbless circle hooks and brought alongside or into the boat. Vemco V16 acoustic tags were surgically implanted into the shark and had a expected duration of up to 10 years. Data were downloaded on an annual basis and filtered for false detections prior to finalising the data for analysis.  

Usage notes


Fondation Bertarelli


British Indian Ocean Territory (BIOT)