scholarly journals Evaluating complex relationships between ecological indicators and environmental factors in the Baltic Sea: A machine learning approach

2019 ◽  
Vol 101 ◽  
pp. 117-125 ◽  
Author(s):  
Annukka Lehikoinen ◽  
Jens Olsson ◽  
Lena Bergström ◽  
Ulf Bergström ◽  
Andreas Bryhn ◽  
...  
2021 ◽  
Vol 214 ◽  
pp. 104325
Author(s):  
P.J. Mitchell ◽  
M.A. Spence ◽  
J. Aldridge ◽  
A.T. Kotilainen ◽  
M. Diesing

2019 ◽  
Author(s):  
Anna Piwoni-Piórewicz ◽  
Stanislav Strekopytov ◽  
Emma Humphreys-Williams ◽  
Piotr Kukliński

Abstract. In this study, the concentrations of 12 metals: Ca, Na, Sr, Mg, Ba, Mn, Cu, Pb, V, Y, U and Cd in shells of bivalve molluscs (aragonitic: Cerastoderma glaucum, Mya arenaria and Limecola balthica and bimineralic: Mytilus trossulus) and arthropods (calcitic: Amphibalanus improvisus) were obtained. The main goal was to determine the incorporation patterns of shells built with different calcium carbonate polymorphs. The role of potential biological control on the shell chemistry was assessed by comparing the concentrations of trace elements between younger and older individuals (different size classes). The potential impact of environmental factors on the observed elemental concentrations in the studied shells is discussed. Specimens were collected from brackish waters of the Baltic Sea (the Gulf of Gdansk). For every species, 40 individuals (ten in each size class) were selected. Pre-cleaned shells were analysed by ICP-OES and ICP-MS to determine the concentrations of metals. The distributions of elements both differ between species and exhibit high intraspecific variability. Calcitic shells preferentially incorporated Mg > Sr > Na, aragonitic shells incorporated Na > Sr > Mg, and bimineralic shells accumulated Na approximately two times more intensively, than Mg and Sr which remained at similar levels. Among all species, the calcitic shells of A. improvisus most effectively concentrated the majority of the studied elements, especially Mg > Mn > Ba, which was contrary to the shells of aragonitic molluscs that contained the lowest levels of trace elements. The size-dependent distributions of elements in shells did not exhibit a consistent pattern. The highest significant differences were found for the bimineralic shells of M. trossulus, while the smallest were found for aragonitic shells; if any variability occurred, it was observed in heavy metals (Pb, Cd). Our results indicate that elemental variability, especially that of Mg and Sr, is dominated by the properties of the crystal lattice. The inconsistent variability of trace element concentrations between species and within single populations supports the important role of species-specific biological control of the biomineralization process and indicates that environmental factors have a significant influence on the incorporation of trace elements into the shells.


2011 ◽  
Vol 109 (2-3) ◽  
pp. 285-294 ◽  
Author(s):  
Irma Kallio-Nyberg ◽  
Irma Saloniemi ◽  
Eero Jutila ◽  
Erkki Jokikokko

1999 ◽  
Vol 56 (5) ◽  
pp. 853-861 ◽  
Author(s):  
Irma Kallio-Nyberg ◽  
Heikki Peltonen ◽  
Hannu Rita

Atlantic salmon (Salmo salar L.) stocks in the Baltic Sea are mainly exploited during their sea migration. The offshore fishery in the feeding grounds of these salmon permitted us to analyse the migrations of certain stocks on the basis of tag recovery data. Four salmon stocks from rivers draining into Bothnian Bay (25°E, 65.5°N) were selected for study. During 1984-1991, about 135 000 2-year-old hatchery-reared smolts were tagged and released. We applied logit models, with the site of recovery as a multicategory response variable, to analyse the distribution of tag recoveries in the Baltic Sea feeding grounds. The results showed the combined influence of stock, prey abundance, and smolt size on the spatial marine distribution of the salmon. Although stock-specific sea migration patterns were apparent, annual environmental factors had a stronger influence on the sea migration route of salmon than did the stock factor. The salmon released as small smolts (total length [Formula: see text] 17.0 cm) were more frequently caught farther from the release site than were those released as larger smolts (>17 cm). The abundance of suitable prey (age 0+ herring) in the year of smolt release was found to be a key factor influencing the migration distance. The salmon released in the years of strong herring recruitment in the Gulf of Bothnia had a higher probability to stay in the Bothnian Sea for feeding and not to migrate farther south.


Harmful Algae ◽  
2020 ◽  
Vol 92 ◽  
pp. 101739 ◽  
Author(s):  
Mati Kahru ◽  
Ragnar Elmgren ◽  
Jérôme Kaiser ◽  
Norbert Wasmund ◽  
Oleg Savchuk

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