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Home    Χαρακτηρισμός του αναπαρωγικού ενδιαιτήματος του ευρωπαϊκού γαύρου Engraulis encrasicolus στο Β. Αιγαίο με τη χρήση στατιστικών μοντέλων  

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Identifier 000370699
Title Χαρακτηρισμός του αναπαρωγικού ενδιαιτήματος του ευρωπαϊκού γαύρου Engraulis encrasicolus στο Β. Αιγαίο με τη χρήση στατιστικών μοντέλων
Alternative Title Characterizing the spawning habitat of the European anchovy at the N. Aegean sea using gam models
Author Τσουκάλη, Σταυρούλα
Thesis advisor Καρακάσης, Ιωάννης
Abstract The main objective of the present project was to characterize the spawning habitat of the European anchovy, Engraulis encrasicolus, in the North Aegean Sea and how this is affected by seasonal changes in the biotic and abiotic environment. Ichthyoplanktonic and acoustic sampling was carried out in late spring (May) and mid summer (July) 2010, i.e. during the beginning and peak of the spawning period of anchovy. Differences were observed between the two periods concerning the productivity and major hydrographic features (intensity of Black Sea Water [BSW] inflow). The spawning intensity was remarkably low in May, and this could be explained in terms of low mesozooplankton biomass in spite of increased phytoplankton concentration during the same period. In July, eggs and larvae were observed over the entire study area, and higher abundances seemed to be related to the presence of BSW. In order to develop robust statistical models of the spawning habitat, apart from the 2010 cruises, a series of past datasets were also used concerning the North Aegean Sea and the period of June-July (2003-2006, 2008). Two types of parameters were used as explanatory variables: (a) in situ data collected during the sampling cruises (CTD, mesozooplankton biomass), and (b) output parameters of the biogeochemical model POM-ERSEM, operating within the POSEIDON Operational System (www.poseidon.hcmr.gr). Generalized Additive Models (GAMs) were used to model anchovy spawning habitats. Models were built based on ichthyoplankton as well as acoustic (adult) presence/absence data and were developed separately for each month and for the eastern (Stratum I) and western (Stratum II) part of the study area. Differences were observed between the two Strata and among different months concerning the explanatory variables that were most important in characterizing the anchovy spawning habitat. Both types of explanatory variables performed well in describing the association between the environment and the presence/absence of eggs and adults, and in predicting the probability of anchovy presence.
Language Greek
Subject GAM'S
Αναπαραγωγικά πεδία
Issue date 2012-03-16
Collection   School/Department--School of Sciences and Engineering--Department of Biology--Post-graduate theses
  Type of Work--Post-graduate theses
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