Spatio-temporal variability in the distribution pattern of anglerfish species in the Mediterranean Sea




Lophius budegassa, Lophius piscatorius, species distribution modelling, Mediterranean Sea


The Mediterranean distributions of two species of anglerfish, the blackbellied anglerfish (Lophius budegassa) and the white anglerfish (Lophius piscatorius), were analysed from trawl survey data (MEDITS project – Spain, France, Italy and Greece) from 2006 to 2015 implementing a Delta model approach with residuals autocovariate boosted regression trees. Sea bottom temperature (SBT), sea bottom salinity (SBS), bathymetry, slope of the seabed and distance to the coast were considered possible predictors. The results show that the locations with a higher presence, abundance and biomass of L. budegassa are those with a depth range between 150 to 300 m, with an SBT range between 17.5 and 18.5°C, and SBS of 37-38 PSU. Similarly, L. piscatorius shows a higher probability of presence, abundance and biomass in location with a bathymetry range of 200-400 m, an SBT of 17.5°C to 18.5°C and an SBS of 36.5 to 37.5. Our results identify preference habitats for the anglerfishes in the Mediterranean Sea such as the Aegean Sea, the Gulf of Lions, south and southeast Spain and the northwestern Ionian Sea. In general terms, these findings enhance our understanding of the differences in the spatio-temporal distribution of these two species, providing useful information that can help their fisheries management and conservation.


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Allouche O., Tsoar A., Kadmon R. 2006. Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS). J. App. Ecol. 43: 1223-1232.

Anonymous. 2011. Lo stato della pesca e dell'acquacultura nei mari italiani. A cura di S. Cataudella e M. Spagnolo. Ministero delle Politiche Agricole e Forestali. 877 pp.

Bertrand J.A., De Sola L.G., Papaconstantinou C., et al. 2002. The general specifications of the MEDITS surveys. Sci. Mar. 66: 9-17.

Bellido J.M., Brown A.M., Valavanis V.D., et al. 2008. Identifying essential fish habitat for small pelagic species in Spanish Mediterranean waters. Hydrobiologia 612: 171-184.

Bianchi G., Gislason H., Graham K., et al. 2010. Impact of fishing on size composition and diversity of demersal fish communities. ICES J. Mar. Sci. 57: 558-571.

Bivand R.S. 2013. spdep: Spatial Dependence: Weighting Schemes, Statistics and Models. R package version 0.5-56.

Botsford L.W., Castilla J.C., Peterson C.H. 1997. The Management of Fisheries and Marine Ecosystems. Science 277: 509-515.

Carlucci R., Capezzuto F., Maiorano P., et al. 2009. Distribution, population structure and dynamics of the black anglerfish (Lophius budegassa) (Spinola, 1987) in the Easter Mediterranean Sea. Fish. Res. 95: 76-87.

Crase B., Liedloff. A.C., Wintle B.A. 2012. A new method for dealing with residual spatial autocorrelation in species distribution models. Ecography 35: 879-888.

Duarte R., Azebedo M., Pereda P. 1997. Study of the growth of southern black and white monkfish. ICES J. Mar. Sci. 54: 866-874.

Duarte R., Azebedo M., Landa J. et al. 2001. Reproduction of anglerfish (Lophius budegassa Spinola and Lophius piscatorius Linnaeus) from the Atlantic Iberian coast. Fish. Res 5: 349-361.

Elith J., Leathwick J.R., Hastie T. 2008. A working guide to boosted regression trees. J. Anim. Ecol. 77: 802-813. PMid:18397250

Escalle L., Pennino M.G., Gaertner D., et al. 2016. Environmental factors and megafauna spatio-temporal co-occurrence with purse-seine fisheries. Fish. Oceanogr. 25: 433-447.

FAO. 2007. Yearbook 2005, Fishery statistics, Capture production. Food and Agriculture Organization of the United Nations, Rome, Italy, pp. 197-198.

Freeman E. 2012. Package "PresenceAbsence" - CRAN. Presence- Absence Model Evaluation. Version 1.1.9. [accessed 13 October 2016].

García-Rodríguez M., Pereda P., Landa J., et al. 2005. On the biology and growth of the anglerfish Lophius budegassa Spinola. 1807 in the Spanish Mediterranean: a preliminary approach. Fish. Res. 71: 191-208.

General Fisheries Commission for the Mediterranean (GFCM), Scientific Advisory Committee (SAC). 2012. Report of The Working Group on Stock Assessment of Demersal Species. Split, Croatia 5-9 November.

General Fisheries Commission for the Mediterranean (GFCM), Scientific Advisory Committee (SAC), Subcommittee on Stock Assessment (SCSA). 2014. Report of the Working Group on Stock Assessment of Demersal Species (WGSAD). Bar, Montenegro.

Hijmans R.J., Phillips S.J., Leathwick J.R., et al. 2014. Package "dismo" - CRAN. Species Distribution Modeling. Version 1.0- 5. [accessed 13 October 2016].

ICES. 2007. Report of the Workshop on Limit and Target Reference Points [WKREF], 29 January-2 February 2007, Gdynia, Poland. ICES CM 2007/ACFM:05.

Katsanevakis S., Maravelias C.D. 2009. Bathymetric distribution of demersal fish in the Aegean and Ionian Seas based on generalized additive modeling. Fish. Sci. 75: 13-23

Kuhn M. 2008. Building predictive models in R using the caret package. J. Stat. Softw. 28: 1-26.

Landa J., Pereda P., Duarte R., et al. 2001. Growth of anglerfish (Lophius piscatorius and L. budegassa) in Atlantic Iberian waters. Fish. Res. 51: 363-379.

Landa J., Duarte R., Quincoces I. 2008. Growth of white anglerfish (Lophius piscatorius) tagged in the Northeast Atlantic, and a review of age studies on anglerfish. ICES J. Mar. Sci. 65: 72-80.

Lauria V., Gristina M., Attrill M.J., et al. 2015. Predictive habitat suitability models to aid conservation of elasmobranch diversity in the central Mediterranean Sea. Sci. Rep. 5: 13245. PMid:26272502 PMCid:PMC4536484

López N., Navarro J., Barría C., et al. 2016. Feeding ecology of two demersal opportunistic predators coexisting in the northwestern Mediterranean Sea. Estuar. Coast. Mar. Sci. 175: 15-23.

Maravelias C., Papaconstantinou C. 2003. Size-related use. aggregation and abundance of anglerfish (Lophius budegassa) in the Mediterranean Sea determined by generalized additive modeling. J. Mar. Biol. Ass. U.K. 83: 1171-1178.

Massaro A., Fortuna C., Ligas A. 2016. Accrescimento di Lophius budegassa (Spinola, 1807) nel Mar Ligure e nel Mar Tirreno centro-settentrionale. Biol. Mar. Mediterr. 23: 264-265.

Paradinas I., Conesa D., Pennino M.G., et al. 2015. Bayesian spatio-temporal approach to identifying fish nurseries by validating persistence areas. Mar. Ecol. Prog. Ser. 528: 245-255.

Pennino M.G., Muñoz F., Conesa D., et al. 2013. Modeling sensitive elasmobranch habitats. J. Sea Res. 83: 209-218.

Pennino M.G., Thomé-Souza M.J., Carvalho A.R., et al. 2016. A spatial multivariate approach to understand what controls species catch composition in small-scale fisheries. Fish. Res. 175. 132-141.

Pearce J., Ferrier S. 2000. Evaluating the predictive performance of habitat models developed using logistic regression. Ecol. Model. 133: 225-245.

Quincoces I., Santurtuún M., Lucio P. 1998. Biological aspects of white anglerfish (Lophius piscatorius) in the Bay of Biscay (ICES Divisions VIIIa, b and d) in 1996±1997. ICES, CM 1998/O:48, 29 pp.

R Core Team. 2017. R language and environment for statistical computing. Vienna, Austria.

Sbrocco E.J., Barber P.H. 2013. MARSPEC: ocean climate layers for marine spatial ecology. Ecology 94: 979.

Smith M.D., Grabowski J.H., Yund P.O. 2008. The role of closed areas in rebuilding monkfish populations in the Gulf of Maine. ICES J. Mar. Sci. 65: 1326-1333.

Stagioni M., Montanini S., Vallisneri, M. 2013. Feeding habitats of anglerfish, Lophius budegassa (Spinola, 1807) in the Adriatic Sea, North-eastern Mediterranean. J. Appl. Ichthyol. 29: 374-380.

Scientific, Technical and Economic Committee for Fisheries (STECF). 2012: Assessment of Mediterranean sea stocks part I. (STECF 12-19). Publ. Office EU, Luxembourg, 501 pp.

Scientific, Technical and Economic Committee for Fisheries (STECF). 2013: Assessment of Mediterranean sea stocks part II. (STECF 13-05). Publ. Office EU, Luxembourg, 618 pp.

Theocharis A., Georgopoulos D. 1993. Dense water formation over the Samothraki and Limnos Plateaux in the north Aegean Sea (Eastern Mediterranean Sea). Cont. Shelf Res. 13: 919-939.

Theocharis A., Georgopoulos D., Lascaratos A., et al. 1993. Water masses and circulation in the central region of the Eastern Mediterranean: Eastern Ionian, South Aegean and Northwest Levantine, 1986-1987. Deep Sea Res. Part II: Topical Studies in Oceanography 40: 1121-1142.

Ungaro N., Marano G., Auteri R., et al. 2002. Distribution. abundance and biological features of anglerfish (Lophius piscatorius and Lophius budegassa) (Osteichthyes: Lophiiformes) in the Mediterranean Sea. Sci. Mar. 66: 55-63.

Vasilakopoulos P., Maravelias C.D. 2016. Application of data-limited assessment methods on black anglerfish (Lophius budegassa; Spinola, 1807) stocks in the Mediterranean. Sea. Appl. Ichthyol. 32: 277-287

Velasco F., Landa J., Barrado J., et al. 2008. Distribution, abundance, and growth of anglerfish (Lophius piscatorius) on the Porcupine Bank (West of Ireland). ICES J. Mar. Sci. 65: 1316-1325.

Zervakis V., Georgopoulos D., Drakopoulos P. 2000. The role of the North Aegean in triggering the recent Eastern Mediterranean climatic changes. J. Geo. Res. 105: 26103-26116.

Zuur A.F., Ieno E.N., Elphick C.S. 2010. A protocol for data exploration to avoid common statistical problems. Methods Ecol. Evol. 1: 3-14.



How to Cite

Barcala E, Bellido JM, Bellodi A, Carbonara P, Carlucci R, Casciaro L, Esteban A, Jadaud A, Massaro A, Peristaki P, Meléndez MJ, Pérez Gil JL, Salmerón F, Pennino MG. Spatio-temporal variability in the distribution pattern of anglerfish species in the Mediterranean Sea. scimar [Internet]. 2019Dec.30 [cited 2021Mar.7];83(S1):129-3. Available from:




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