Hierarchical modelling of temperature and habitat size effects on population dynamics of North Atlantic cod

Bidragets oversatte titel: Hierarchical modelling of temperature and habitat size effects on population dynamics of North Atlantic cod

Irene Mantzouni, Helle Sørensen, Robert B. O'Hara, Brian Royce MacKenzie

25 Citationer (Scopus)
78 Downloads (Pure)

Abstract

Understanding how temperature affects cod (Gadus morhua) ecology is important for forecasting how populations will develop as climate changes in future. The effects of spawning-season temperature and habitat size on cod recruitment dynamics have been investigated across the North Atlantic. Ricker and Beverton and Holt stock - recruitment (SR) models were extended by applying hierarchical methods, mixed-effects models, and Bayesian inference to incorporate the influence of these ecosystem factors on model parameters representing cod maximum reproductive rate and carrying capacity. We identified the pattern of temperature effects on cod productivity at the species level and estimated SR model parameters with increased precision. Temperature impacts vary geographically, being positive in areas where temperatures are
Bidragets oversatte titelHierarchical modelling of temperature and habitat size effects on population dynamics of North Atlantic cod
OriginalsprogEngelsk
TidsskriftICES Journal of Marine Science
Vol/bind67
Udgave nummer5
Sider (fra-til)833-855
Antal sider23
ISSN1054-3139
DOI
StatusUdgivet - jul. 2010

Emneord

  • carrying capacity
  • cod
  • hierarchical models
  • North Atlantic
  • temperature
  • uncertainty
  • MAXIMUM REPRODUCTIVE RATE
  • GADUS-MORHUA STOCKS
  • FISHERIES MANAGEMENT
  • CLIMATE-CHANGE
  • CARRYING-CAPACITY
  • DEMERSAL FISH
  • SEA COD
  • RECRUITMENT
  • PRODUCTIVITY
  • METAANALYSIS

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