Geostatistical analysis of spatial distribution of Liocarcinus depurator, Macropipus tuberculatus and Polybius henslowii (Crustacea: Brachyura) over the Galician continental shelf (NW Spain)
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Abstract
Geostatistics was used to analyze the spatial structure and distribution of three species of brachyurans, Liocarcinus depurator, Macropipus tuberculatus and Polybius henslowii, from sets of data collected during three survey cruises (1983 and 1984) over the Galician continental shelf. The present study investigates the feasibility of using geostatistics with data collected according to traditional methods and of thereby improving the sampling methodology. In order to investigate the spatial structure of the species studied, experimental variograms were calculated and fitted to a spherical model. The spatial structure model was used to estimate and map abundance and distribution of the populations studied using the so-called “Kriging” technique. Geostatistical analysis enabled the determination of spatial density gradients as well as patch size (14 to 22 km, L. depurator; 10 to 28 km, M. tuberculatus; 7.5 to 28 km, P. henslowii) along the continental shelf. Depth was revealed as a limiting factor, restricting the distribution of L. depurator and M. tuberculatus on a large scale, whereas upwelling processes and nutrient-rich waters from the rías affected the spatial structure on a smaller scale, especially in the case of P. henslowii. A spatial segregation in the distribution of the three species also emerged; this probably arose from differences in physical and biological factors that result in different habitat-exploitation patterns. The study demonstrates the existence of spatial covariance and that the variograms vary as a function of population density and geographical area. This information will be useful in improving the design of future sampling cruises.
Keywords
Covariance Spatial Structure Kriging Continental Shelf Patch SizePreview
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Literature cited
- Abelló, P., Valladares, F. J., Castellón, A. (1988). Analysis of the structure of decapod crustacean assemblages off the Catalan coast (North-west Mediterranean). Mar. Biol. 98: 39–49Google Scholar
- Basford, D. J., Eleftheriou, A., Raffaelli, D. (1989). The epifauna of the northern North Sea (56°–61° N). J. mar. biol. Ass. U.K. 69: 387–407Google Scholar
- Basford, D. J., Eleftheriou, A., Raffaelli, D. (1990). The infauna and epifauna of the northern North Sea Neth. J. Sea Res. 25: 165–176Google Scholar
- Clark, I. (1979). Practical geostatistics. Elsevier, London and New YorkGoogle Scholar
- Cliff, A. D., Ord, J. K. (1973). Spatial autocorrelation. Pion, LondonGoogle Scholar
- Conan, G. Y. (1984). Do assumptions commonly used for modelling populations of finfish apply to shellfish species? Int. Counc. Explor. Sea Comm. Meet. (Shellfish Comm.) K: 49: 1–21Google Scholar
- Conan, G. Y. (1985). Assessment of shellfish stocks by geostatistical techniques. Int. Counc. Explor. Sea Comm. Meet. (Shellfish Comm.) K: 30: 1–24Google Scholar
- Conan, G. Y. (1987). The paradigm of random sampling patches and the genesis of lognormal and negative binomial related models. Int. Counc. Explor. Sea Comm. Meet. (Shellfish Comm.) K 25: 1–11Google Scholar
- Conan, G. Y., Wade, E. (1989). Geostatistical analysis, mapping and global estimation of harvestable resources in a fishery of northern shrimp (Pandalus borealis). Int. Counc. Explor. Sea Comm. Meet. (Statistics Comm.) D: 1: 1–22Google Scholar
- Englund, E., Sparks, A. (1988). GEO-EAS (Geostatistical environmental assessment software) user's guide. U.S. Environmental Protection Agency, Las Vegas, NevadaGoogle Scholar
- González-Gurriarán, E. (1987). El patexo, Polybius henslowii Leach (Decapoda-Brachyura), en las costas de Galicia (NW España). I. Distribución espacial y cambios temporales. Investigación pesq. 51 (Suppl. 1): 361–374Google Scholar
- González-Gurriarán, E, Olaso, I. (1987). Cambios espaciales y temporales de los crustáceos decápodos de la plataforma continental de Galicia (NW de España). Investigación pesq. 51 (Suppl. 1): 323–341Google Scholar
- Hurlbert, S. H. (1990). Spatial distribution of the montane unicorn. Oikos 58: 257–271Google Scholar
- Jumars, P. A., Thistle, D., Jones, M. L. (1977). Detecting two dimensional spatial structure in biological data. Oecologia 28: 109–123Google Scholar
- Lagardère, J. P. (1973) Distribution des décapodes dans le sud du Golfe de Gascogne. Revue Trav. Inst. (scient. tech.) Pêch. marit. 37: 77–95Google Scholar
- Matheron, G. (1971). The theory of regionalized variables and its applications. Les Cah. Cent. Morphol. math. Ecole norm. sup. Mines Paris 5: 1–212Google Scholar
- Olaso, I. (1990). Distribución y abundancia del megabentos invertebrado en fondos de la plataforma cantábrica. Publns esp. Inst. españ. Oceanogr., Madrid 5: 1–128Google Scholar
- Tenore, K. R., Cal, R. M., Hanson, R. B., López-Jamar, E., Santiago, G., Tietjen, J. H. (1984). Coastal upwelling off the Rías Bajas, Galicia, Northwest Spain. II. Benthic studies. Rapp. P.-v. Réun. Cons. int. Explor. Mer 183: 91–100Google Scholar