MEPS 596:155-164 (2018)  -  DOI: https://doi.org/10.3354/meps12567

Non-stationary responses in anchovy (Engraulis encrasicolus) recruitment to coastal upwelling in the Southern Benguela

Peter van der Sleen1,2,*, Ryan R. Rykaczewski3, Brendan D. Turley3, William J. Sydeman4, Marisol García-Reyes4, Steven J. Bograd5, Carl D. van der Lingen6,7, Janet C. Coetzee6, Tarron Lamont7,8, Bryan A. Black1

1Marine Science Institute, University of Texas at Austin, 750 Channel View Drive, Port Aransas, TX 78373, USA
2Department of Wetland Ecology, Karlsruhe Institute of Technology, Josefstrasse 1, 76437 Rastatt, Germany
3Department of Biological Sciences and Marine Science Program, University of South Carolina, Columbia, SC 29208, USA
4Farallon Institute, 101 H Street, Suite Q, Petaluma, CA 94952, USA
5NOAA, Southwest Fisheries Science Center, Environmental Research Division, 99 Pacific Street, Suite 255A, Monterey, CA 93940, USA
6Fisheries Management Branch, Department of Agriculture, Forestry and Fisheries, Private Bag X2, Vlaeberg 8018, South Africa
7Marine Research Institute and Department of Biological Sciences, University of Cape Town, Private Bag X3, Rondebosch 7700, South Africa
8Oceans & Coasts Research Branch, Department of Environmental Affairs, Private Bag X4390, Cape Town 8000, South Africa
*Corresponding author:

ABSTRACT: Anchovy Engraulis encrasicolus is economically important and ecologically critical to the structure and function of the Benguela Current ecosystem, as it transfers energy from plankton to piscivorous fishes, seabirds, and marine mammals. Like other small pelagic fishes, annual recruitment strength varies substantially, but the drivers of these fluctuations are not well understood. To address this issue, we investigated the relationship between 30 yr of anchovy recruitment estimates derived from acoustic survey data and a new coastal upwelling index for the Southern Benguela defined as the monthly sum of offshore Ekman transport over the region 29-36°S. Cumulative December-March upwelling was significantly and positively related to recruitment, and this relationship was improved by integrating the upwelling index over multiple years (i.e. adding autocorrelation). A threshold-generalized additive model further showed that the slope of the linear regression between integrated upwelling and recruitment increased when anchovy spawner biomass on the west coast of South Africa in the preceding year exceeded ~0.74 million tonnes. By combining these 2 simple linear regressions into a single model, we were able to account for 82% of the variability in anchovy recruitment from 1985 to 2014. The biomass threshold in the upwelling-recruitment relationship could relate to the presence of a strong spawner-recruit relationship, or to a shift in the dominant driver of recruitment variability as adult biomass increases, such as effective transport of eggs, larvae retention in coastal habitats, and primary productivity.


KEY WORDS: Anchovy · Recruitment · Benguela · Upwelling · South Africa · Autocorrelation · Generalized additive model · Threshold GAM


Full text in pdf format 
Cite this article as: van der Sleen P, Rykaczewski RR, Turley BD, Sydeman WJ and others (2018) Non-stationary responses in anchovy (Engraulis encrasicolus) recruitment to coastal upwelling in the Southern Benguela. Mar Ecol Prog Ser 596:155-164. https://doi.org/10.3354/meps12567

Export citation
Mail this link - Contents Mailing Lists - RSS
- -