Cluster analysis of long-term phytoplankton data from the Northern Adriatic reveals environmental influences and disruptions in seasonal patterns

Vlašiček, Ivan; Marić Pfannkuchen, Daniela; Smodlaka Tanković, Mirta; Baričević, Ana; Kužat, Nataša; Knjaz, Mia; Grižančić, Lana; Podolšak, Ivan; Kogovšek, Tjaša; Pfannkuchen, Martin (2025) Cluster analysis of long-term phytoplankton data from the Northern Adriatic reveals environmental influences and disruptions in seasonal patterns. Frontiers in Ecology and Evolution, 13 . ISSN 2296-701X

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Abstract

The Northern Adriatic is a dynamic and the most productive part of the Adriatic Sea. The phytoplankton of the Northern Adriatic is, as many studies in this area showed, under heavy influence of freshwater inputs and anthropogenic pressures. Cluster analysis of a more than 20 year phytoplankton data set across steep spatio-temporal, ecological gradients on a longitudinal transect across the northern Adriatic, allowed us to identify significant and reoccurring phytoplankton species assemblages. Those phytoplankton clusters show stable seasonality and relation to environmental conditions and are presumed to be cornerstones of important ecosystem services provided by phytoplankton. Our results demonstrate that the stable seasonality of important phytoplankton clusters is disrupted, leading to a destabilisation of seasonal patterns in the biodiversity of primary producers. During the last 20 years, clusters characterised by dominating species were replaced by clusters characterised by the coexistence of several species. Overall the frequency of dense blooms of single species appears to decline. Multivariate analysis showed that possible reasons might lie in oligotrophication and increased salinity dynamics. Our results suggest the importance and applicability of cluster analysis in taxon based biodiversity long term data sets to elucidate functional biodiversity changes.

Item Type:	Article
Uncontrolled Keywords:	phytoplankton; cluster analysis; long term changes; Adriatic Sea; seasonality
Subjects:	NATURAL SCIENCES > Interdisciplinary Natural Sciences
Divisions:	Center for Marine Research
Projects:	Project title Project leader Project code Project type Životne strategije fitoplanktona u sjevernom Jadranu-P-limit Martin Pfannkuchen UIP-2014-09-6563 HRZZ Molekularne životne strategije fitoplanktona u Jadranu-Adri LIFE Daniela Marić Pfannkuchen UIP-2020-02-7868 HRZZ Joint European Research Infrastructure of Coastal Observatories: Science, Service, Sustainability-JERICO-S3 Martin Pfannkuchen 871153 EK Climate change information, monitoring and management tools for adaptation stgrategies in Adriatic coastal areas-ADRIACLIM Ana Baričević; Gordana Beg Paklar 10252001 EK MARine Litter cross-borderawarenESS and innovation actions-MARLESS Mirta Smodlaka Tanković 10253874 EK CoAStal and marine waters integrated monitoring systems for ecosystems proteCtion AnD managemEnt-CASCADE Daniela Marić Pfannkuchen; Ivana Ujević 10255941 EK
Depositing User:	Ana Zečević
Date Deposited:	29 Apr 2025 09:46
URI:	http://fulir.irb.hr/id/eprint/9778
DOI:	10.3389/fevo.2025.1498307

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