Regional and seasonal characteristics of epipelagic mesozooplankton in the Mediterranean Sea based on an artificial neural network analysis
The cruises conducted in the spring and autumn of 2008 in the frame of the European project SESAME represented the first coordinated surveys that allowed acquiring a quasi-synoptic picture of epipelagic mesozooplankton in most regions of the Mediterranean Sea. Seasonal differences were recorded in b...
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Published in | Journal of marine systems Vol. 135; pp. 64 - 80 |
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Main Authors | , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier B.V
01.07.2014
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Subjects | |
Online Access | Get full text |
ISSN | 0924-7963 1879-1573 |
DOI | 10.1016/j.jmarsys.2013.04.009 |
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Abstract | The cruises conducted in the spring and autumn of 2008 in the frame of the European project SESAME represented the first coordinated surveys that allowed acquiring a quasi-synoptic picture of epipelagic mesozooplankton in most regions of the Mediterranean Sea. Seasonal differences were recorded in biomass, total abundance, and community composition and structure. In both seasons, it did not appear a clear west-east decreasing gradient in total standing stock, but rather regional discontinuities. However, west or east preferences were observed in the distribution of some zooplanktonic groups and copepod species. An artificial neural network analysis (SOM) identified, in both seasons, a clear mesozooplankton regionalization, which resembled the autotrophic regimes based on color remote sensing data. The correspondence between the distribution of zooplankton communities and the trophic regimes appeared more precise in spring, when the increased concentration of chlorophyll a makes the Mediterranean Sea a more heterogeneous environment, but it was still visible in the more uniform oligotrophic autumn conditions. Three distinct types of mesozooplankton communities seem to flourish in the investigated regions: the first type is the most widespread and thrives in the “non-blooming” areas, the second type occurs in the “intermittently-blooming” areas, and the third type is a characteristic of areas with recurrent and intense phytoplankton blooms. Overall, the well defined regionalization of mesozooplankton that appears from our results corroborates the view of the Mediterranean Sea as a mosaic environment, as previously emerged from the analyses of different biological compartments.
•Mediterranean epipelagic zooplankton were analyzed at basin scale in two seasons.•Biomass, abundance, and community structure differed in spring and autumn.•Longitudinal gradients appeared in the distribution of some copepod species.•Self-Organizing Map analysis identified clear regionalization in both seasons.•Zooplankton regionalization resembled previously identified autotrophic regimes. |
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AbstractList | The cruises conducted in the spring and autumn of 2008 in the frame of the European project SESAME represented the first coordinated surveys that allowed acquiring a quasi-synoptic picture of epipelagic mesozooplankton in most regions of the Mediterranean Sea. Seasonal differences were recorded in biomass, total abundance, and community composition and structure. In both seasons, it did not appear a clear west-east decreasing gradient in total standing stock, but rather regional discontinuities. However, west or east preferences were observed in the distribution of some zooplanktonic groups and copepod species. An artificial neural network analysis (SOM) identified, in both seasons, a clear mesozooplankton regionalization, which resembled the autotrophic regimes based on color remote sensing data. The correspondence between the distribution of zooplankton communities and the trophic regimes appeared more precise in spring, when the increased concentration of chlorophyll a makes the Mediterranean Sea a more heterogeneous environment, but it was still visible in the more uniform oligotrophic autumn conditions. Three distinct types of mesozooplankton communities seem to flourish in the investigated regions: the first type is the most widespread and thrives in the “non-blooming” areas, the second type occurs in the “intermittently-blooming” areas, and the third type is a characteristic of areas with recurrent and intense phytoplankton blooms. Overall, the well defined regionalization of mesozooplankton that appears from our results corroborates the view of the Mediterranean Sea as a mosaic environment, as previously emerged from the analyses of different biological compartments.
•Mediterranean epipelagic zooplankton were analyzed at basin scale in two seasons.•Biomass, abundance, and community structure differed in spring and autumn.•Longitudinal gradients appeared in the distribution of some copepod species.•Self-Organizing Map analysis identified clear regionalization in both seasons.•Zooplankton regionalization resembled previously identified autotrophic regimes. |
Author | Ak Örek, Y. Bandelj, V. Gubanova, A. Protopapa, M. Tirelli, V. Solidoro, C. Taglialatela, S. de Olazabal, A. Mazzocchi, M.G. Fernandez de Puelles, M.L. Siokou, I. Kress, N. Terbiyik Kurt, T. |
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Keywords | Copepod species Mesozooplankton Regionalization Artificial neural network Mediterranean Sea Seasonality |
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SubjectTerms | Artificial neural network Copepod species Mediterranean Sea Mesozooplankton Regionalization Seasonality |
Title | Regional and seasonal characteristics of epipelagic mesozooplankton in the Mediterranean Sea based on an artificial neural network analysis |
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