Drivers of the summer-distribution of Northeast Atlantic mackerel (Scomber scombrus) in the Nordic Seas from 2011 to 2017: a Bayesian hierarchical modelling approach

Nikolaos Nikolioudakis, Anna Heiða Ólafsdóttir, Teunis Jansen, Jan Arge Jacobsen, Katja Enberg

Research output: Contribution to journalArticlepeer-review

20 Citations (Scopus)
6 Downloads (Pure)

Abstract

Identifying factors that are statistically correlated with the geographical distribution dynamics of a species can facilitate our understanding of causal physiological and ecological relationships. Northeast Atlantic (NEA) mackerel is a species of great economic and ecological importance, whose habitat expansion in the last decade has altered the biomass dynamics in the pelagic realm of the Nordic Seas. We highlight drivers that may have regulated the
geographical distribution of NEA mackerel during summers, from 2011 to 2017, by fitting Bayesian hierarchical spatiotemporal models on data obtained
during the International Ecosystem Summer Survey in the Nordic Seas. Temperature in the upper 50 m of the water column, food availability (approximated by mesozooplankton biomass), a proxy of herring abundance and longitude were the main factors influencing both the catch rates (proxy for fish
density) and the occurrence of NEA mackerel. Stock size was not found to directly influence the distribution of the species; however, catch rates in higher
latitudes during years of increased stock size were lower. Additionally, we highlight the improved performance of models with spatiotemporal covariance
structures, thus providing a useful tool towards elucidating the complex ecological interactions of the pelagic ecosystem of the Nordic Seas.
Original languageEnglish
Pages (from-to)530-548
Number of pages19
JournalICES Journal of Marine Science
Volume76
Issue number2
DOIs
Publication statusPublished - 2019

Keywords

  • herring
  • range expansion
  • R-INLA
  • species distribution models

Fingerprint

Dive into the research topics of 'Drivers of the summer-distribution of Northeast Atlantic mackerel (Scomber scombrus) in the Nordic Seas from 2011 to 2017: a Bayesian hierarchical modelling approach'. Together they form a unique fingerprint.

Cite this