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Temporal variability in zooplankton community structure and functioning in the eLTER site Promontory of Portofino: 20 years of sampling and models

Authors: Sarah Magozzi; Paolo Vassallo; Michela Castellano; Lorenzo Magnone; Francesco Massa; Enrico Olivari; Paolo Povero;

Temporal variability in zooplankton community structure and functioning in the eLTER site Promontory of Portofino: 20 years of sampling and models

Abstract

Zooplankton plays a crucial role in marine ecosystems by mediating trophic interactions, recycling nutrients, and attenuating carbon flux via the biological pump. Understanding zooplankton community structure and functioning is key to predicting ecosystem responses to environmental change and global carbon cycling. The eLTER network provides long-term ecological data to disentangle natural variability from directional environmental change. Here we analysed a 20-year (2003-2022) time-series of zooplankton abundance and community composition data (Povero et al. 2024) from the pelagic compartment of the eLTER site Promontory of Portofino (eLTER-IT15-001-M), station Punta Faro (44° 17.750’ N; 9° 13.050’ E) (Fig. 1). Our analysis aimed to: 1) assess changes in zooplankton community composition over time, 2) identify common trends across taxonomic descriptors, and 3) investigate the influence of environmental variables. To explain observed patterns, we combined time-series analysis with two complementary modelling approaches. An Ecopath model was use to compare community structure and functioning between early (2003-2005) and later (2018-2019) periods (Vassallo et al. 2022). Stable isotope mixing models based on carbon isotope fingerprints of amino acids (Larsen et al. 2013) estimated the proportional contributions of distinct production sources (i.e., marine autotrophs, heterotrophic bacteria, and terrestrially-derived organic matter). Our results revealed strong seasonal cycles and long-term changes in environmental variables, accompanied by shifts in zooplankton abundance and community composition. Total mesozooplankton and copepod abundance increased since 2019, particularly in summer and autumn (Fig. 1). Species richness increased from 2009, while the Simpson index declined, indicating a more even distribution of individuals across taxa. These trends were accompanied by increased contributions of carnivorous (Corycaeus spp.) and detritivorous (Oncaea spp.) copepods, other typically carnivorous groups (Chaetognatha), and gelatinous suspension-feeders (Thaliacea). In parallel, we observed decreased contributions of typically herbivorous (e.g., Calocalanus styliremis, Euterpina acutifrons, Paracalanus nanus, Clausocalanus parapergens) and small copepods (Oithona. nana), Appendicularia, and meroplankton. Zooplankton variability modestly correlated with environmental changes, including positive temperature seasonal anomalies since 2012 and increased oligotrophy. Our findings suggest a transition from a herbivore-dominated food web towards a system increasingly supported by detrital and microbial processes. The Ecopath model indicated increased consumption on detritus and heterotrophs (Fig. 2; Vassallo et al. 2022). Isotope models estimated highest proportional contributions from marine autotrophs but increased contributions from microbial secondary production to summer zooplankton, especially bacterivores and detritivores (Fig. 2). Thus, while stability in the role of zooplankton of capturing newly fixed carbon and exporting it to depth is confirmed, at least at the study site, these shifts may reflect the ecosystem’s capability to reorganise under changing environmental conditions, potentially at the cost of reduced energy transfer efficiency and higher metabolic demands.

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Keywords

Long-Term Ecological Research, fingerprinting, ecosystem models, stable isotopes, Time-series, Ecopath, Zooplankton

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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gold
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Italian National Biodiversity Future Center