Skip to main content
Log in

Combining GIS and GAMs to identify potential habitats of squid Loligo vulgaris in the Northwestern Mediterranean

  • FISH HABITAT MAPPING
  • Published:
Hydrobiologia Aims and scope Submit manuscript

Abstract

We characterised the most productive areas for the commercial squid Loligo vulgaris off the Catalan Coast based on the combined integration of SST and PAR satellite data. We present the distribution of these areas during the most productive months in relation to the spatiotemporal presence of paralarvae of this species off the Catalan Coast. The work is based on Generalised Additive Models (GAMs) that combine the simultaneous analysis of the effect of different environmental explanatory variables from satellite imagery data to obtain the optimal model for paralarvae of the squid. The proposed model helped define the potential Essential Fish Habitat (EFH) for squid paralarvae recruitment, based on the best environmental conditions and is consistent with the higher LPUE observed four months later. The EFH defined for paralarvae recruitment by the model was detected every year in May in the areas both north and central of the Catalan Coast, the same areas where fishing ports evidence the highest commercial yield of squid.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Arkhipkin, A. I., 1995. Age, growth and maturation of the European squid Loligo vulgaris (Myopsidae, Loliginidae) on the west Saharan Shelf. Journal of the Marine Biological Association of the United Kingdom 75: 593–604.

    Google Scholar 

  • Benaka, L., 1999. Fish Habitat: Essential Fish Habitat and Rehabilitation. American Fisheries Society, Bethesda Maryland.

    Google Scholar 

  • Boletzky, S. V., 1979. Observations on early post-embryonic development of Loligo vulgaris (Mollusca, Cephalopoda). Rapport Commission Internationale Mer Méditerranée 25/26: 10.

    Google Scholar 

  • Boucher-Rodoni, R., E. Boucaud-Camou & K. Mangold, 1987. Feeding and digestion. In Boyle, P. R. (ed.), Cephalopod Life Cycles. Comparative reviews II. Academic Press, London: 85–108.

    Google Scholar 

  • Boyle, P. R. & G. J. Pierce, 1994. Fishery biology of Northeast Atlantic squid: An overview. Fisheries Research 21: 1–15.

    Article  Google Scholar 

  • Boyle, P. & P. Rodhouse, 2005. Cephalopods: Ecology and Fisheries. Blackwell Books, London.

    Google Scholar 

  • Brown, A. M., J. M. Bellido, V. D. Valavanis & A. Giraldez, 2006. Investigating the distribution of small pelagic fish in Spanish Maditerranean waterns using environmental modelling and essential fish habitat mapping. ICES CM 2006/O:13.

  • Challier, L., J. Royer, G. J. Pierce, N. Bailey, B. Roel & J. P. Robin, 2005. Environmental and stock effects on recruitment variability in the English Channel squid Loligo forbesi. Aquatic Living Resources 18: 353–360.

    Article  Google Scholar 

  • Chen, C. S., G. J. Pierce, J. Wang, J. P. Robin, J. C. Poulard, J. Pereira, A. F. Zuur, P. R. Boyle, N. Bailey, D. J. Beare, P. Jereb, S. Ragonese, A. Mannini & L. Orsi-Relini, 2006. The apparent disappearance of Loligo forbesi from the south of its range in the 1990s: Trends in Loligo spp abundance in the northeast Atlantic and possible environmental influences. Fisheries Research 78: 44–54.

    Article  Google Scholar 

  • Denis, V., J. Lejeune & J. P. Robin, 2002. Spatio-temporal analysis of commercial trawler data using General Additive Models: Patterns of Loliginid squid abundance in the north-east Atlantic. ICES Journal of Marine Science 59: 633–648.

    Article  Google Scholar 

  • Eastwood, P. D., G. J. Meaden & A. Grioche, 2001. Modelling spatial variation in spawning habitat suitability for the sole Solea solea using regression quintiles and GIS procedures. Marine Ecology Progress Series 224: 251–266.

    Article  Google Scholar 

  • Guerra, A., 1992. Mollusca, Cephalopoda. Fauna Ibérica, Museo Nacional de Ciencias Naturales, Madrid: 327.

  • Guerra, A. & F. Rocha, 1994. The life history of Loligo vulgaris and Loligo forbesi (Cephalopoda: Loliginidae) in Galician waters (NW Spain). Fisheries Research 21: 43–69.

    Article  Google Scholar 

  • Guerra, A., P. Sanchez & F. Rocha, 1994. The Spanish fishery for Loligo: Recent trends. Fisheries Research 21: 217–230.

    Article  Google Scholar 

  • Koubbi, P., C. Loots, G. Cotonnec, X. Harlay, A. Grioche, S. Vaz, C. Martin, M. Walkey & A. Carpentier, 2006. Spatial patterns and GIS habitat modelling of Solea solea, Pleuronectes flesus and Limanda limanda fish larvae in the eastern English Channel during the spring. Scientia Marina 70: 147–157.

    Article  Google Scholar 

  • Lefkaditou, E., P. Sanchez, A. Tsangidis & A. Adamidou, 1998. A preliminary investigation on how meteorological changes may affect beach-seine catches of Loligo vulgaris in the Thracian Sea (Eastern Mediterranean). South African Journal of Marine Science 20: 453–461.

    Google Scholar 

  • Lloret, J. & J. Lleonart, 2002. Recruitment dynamics of eight fisheries species in the nortwestern Mediterranean Sea. Scientia Marina 66: 77–88.

    Google Scholar 

  • Mangold-Wirz, K., 1963. Biologie des Cephalopodes benthiques et nectoniques de la Mer Catalane. Vie et Millieu 13: 285.

    Google Scholar 

  • Meaden, G. J. & T. Do Chi, 1996. Geographical Information Systems. Applications to Marine Fisheries. FAO Fisheries Techical Paper 356, FAO, Rome.

  • Messenger, J. B., 1968. The visual attack of the cuttlefish Sepia officinalis. Animal Behaviour 16: 342–357.

    Article  PubMed  CAS  Google Scholar 

  • Moreno, A., M. M. Cunha & J. M. F. Pereira, 1994. Population biology of the veined squid (Loligo forbesi) and European squid (Loligo vulgaris) from the Portuguese coast. Fisheries Research 21: 71–86.

    Article  Google Scholar 

  • Natsukari, Y. & N. Komine, 1992. Age and growth estimation of the European squid Loligo vulgaris, based on statolith microstructure. Journal of the Marine Biological Association of the United Kingdom 72: 271–280.

    Google Scholar 

  • Pertierra, J. P., L. Recasens & V. D. Valavanis, 2001. Development of a GIS platform for the compilation and analysis of demersal species biomass indices off the Catalan coast (NW Mediterranean Sea). In Nishida, T., P. J. Kailola, C. E. Hollingworth (eds), Proceedings of the First International Symposium on Geographic Information Systems (GIS) in Fishery Science. Seattle Washington: 134–142.

  • Pierce, G. J. & A. Guerra, 1994. Stock assessment methods used for cephalopods fisheries. Fisheries Research 21: 255–285.

    Article  Google Scholar 

  • Pierce, G. J., J. Wang & V. D. Valavanis, 2002. Application of GIS Cephalopod fisheries: Workshop report. Bulletin of Marine Science 71: 35–46.

    Google Scholar 

  • Raya, C. P., E. Balguerias, M. M. Fernández-Núñez & G. J. Pierce, 1999. On the reproduction and age of the squid Loligo vulgaris from the Saharan Bank (north-west African coast). Journal of the Marine Biological Association of the United Kingdom 79: 111–120.

    Article  Google Scholar 

  • Sabates, A. & M. Maso, 1990. Effect of a shelf-slope front on spatial distribution of mesopelagic fish larvae in the Western Mediterranean. Deep Sea Research 37: 1085–1098.

    Article  Google Scholar 

  • Sakurai, Y., H. Kiyofuji, S. Saitoh, T. Goto & Y. Hiyama, 2000. Changes in inferred spawning areas of Todarodes pacificus (Cephalopoda Ommastrephidae) due to changing environmental conditions. ICES Journal of Marine Science 57: 24–30.

    Article  Google Scholar 

  • Salat, J., J. Font & A. Cruzado, 1978. Datos oceanográficos frente a Barcelona (1975–1976). Datos Informativos Instituto Investigaciones Pesqueras 5: 73.

    Google Scholar 

  • Sanchez, P. & P. Martin, 1993. Population dynamics of the exploited cephalopod species of the Catalan Sea (NW Mediterranean). Scientia Marina 57: 153–159.

    Google Scholar 

  • Tinbergen, L. & J. Verwey, 1945. The biology of Loligo vulgaris Lam. Translation Services Fisheries Research Board of Canada 2733: 35.

    Google Scholar 

  • Valavanis, V. D., S. Georgakarakos, D. Koutsoubas, C. Arvanitidis & J. Haralabous, 2002. Development of a marine information system for cephalopod fisheries in Eastern Mediterranean. Bulletin of Marine Science 71: 867–882.

    Google Scholar 

  • Valavanis, V. D., S. Georgakarakos, A. Kapantagakis, A. Palialexis & I. Katara, 2004. A GIS environmental modelling approach to essential fish habitat designation. Ecological Modelling 178: 417–427.

    Article  Google Scholar 

  • Villanueva, R., 2000. Effect of temperature on statolith growth of the European squid Loligo vulgaris during early life. Marine Biology 136: 449–460.

    Article  Google Scholar 

  • Wood, S. N., 2000. Modelling and smoothing parameter estimation with multiple quadratic penalties. Journal of the Royal Statistical Society 62: 413–428.

    Article  Google Scholar 

  • Worms, J., 1983. Loligo vulgaris. In Boyle, P. R. (ed.), Cephalopods Life Cycle, Vol. I. Species Account. Academic Press, London: 143–157.

    Google Scholar 

  • Zuur, A. F. & G. J. Pierce, 2004. Common trends in Northeast Atlantic Squid time series. Journal of Sea Research 52: 57–72.

    Article  Google Scholar 

Download references

Acknowledgements

We thank the Directorate of Fisheries of the Autonomous Government of Catalonia (DGPAM) for access to their fisheries production database. This study was funded by the EU Project EnviEFH (FF6-SSP8-022466).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Pilar Sanchez.

Additional information

Guest editor: V. D. Valavanis

Essential Fish Habitat Mapping in the Mediterranean

Rights and permissions

Reprints and permissions

About this article

Cite this article

Sanchez, P., Demestre, M., Recasens, L. et al. Combining GIS and GAMs to identify potential habitats of squid Loligo vulgaris in the Northwestern Mediterranean. Hydrobiologia 612, 91–98 (2008). https://doi.org/10.1007/s10750-008-9487-9

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10750-008-9487-9

Keywords

Navigation