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Progress In Oceanography
Article . 2023 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Top-down and bottom-up control of phytoplankton in a mid-latitude continental shelf ecosystem

Authors: Rodríguez-Gálvez, Susana; Macías, Diego; Prieto, Laura; Ruiz Segura, Javier;

Top-down and bottom-up control of phytoplankton in a mid-latitude continental shelf ecosystem

Abstract

It is widely recognized that ecosystems are influenced by both bottom-up (resource-driven) and top-down (predation-driven) controls. However, in the context of marine phytoplankton, there is often a strong emphasis on resource availability, with less attention given to the significant impact of top-down control on phytoplankton patterns. Studies in the Gulf of Cádiz have mainly focused on resource control perspectives, overlooking the role of zooplankton predation as a driving force in phytoplankton dynamics. This limitation in research approaches has resulted in an incomplete understanding of phytoplankton biomass patterns, as they cannot be fully explained by resource control alone. This study makes a first attempt at studying the combined bottom-up and top-down controls of phytoplankton in the Gulf of Cádiz and aims to test their relative influence on the variance of phytoplankton biomass. For this purpose, monthly samples of chlorophyll-a, mesozooplankton and environmental variables determining phytoplankton growth were taken over a six-year period. The variables involved in phytoplankton growth were compiled into a single factor (primary production limiting factor, pplf) representing the bottom-up control. Grazing (G) by mesozooplankton represented the top-down control of phytoplankton. Different statistical tools (multiple linear regression, decision trees and random forest) were used to analyse the relative importance of top-down vs. bottom-up control on the variance of phytoplankton biomass (using chlorophyll-a as a proxy). All three techniques found that the top-down control had more relative weight on the variance of phytoplankton biomass for the continental shelf as a whole. Resource availability (i.e., bottom-up control) determined phytoplankton growth rate, although grazing (i.e., top-down control) defined the maximum chlorophyll values in the studied region. Additionally, the results revealed a spatiotemporal pattern in the relative importance of top-down and bottom-up control on phytoplankton dynamics. These findings underscore the significance of considering the impact of top-down control for a comprehensive understanding of phytoplankton dynamics in the Gulf of Cádiz.

This study has been funded by “Consejería de Agricultura, Pesca y Desarrollo Rural, Junta de Andalucía” (“Recursos pesqueros del golfo de Cádiz: sector litoral de Doñana”, 2002–2005; “Fluctuaciones y potencialidad de especies pesqueras de plataforma en la región atlántica andaluza”, 2005–2007); PY20-00293 project funded by “Junta de Andalucía“; OAPN-2715/2021 project funded by “Organismo Autónomo de Parques Nacionales”.

Peer reviewed

Country
Spain
Keywords

Grazing, Regression trees, Machine learning, Limiting factors, Nutrients, Gulf of Cádiz, 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!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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11
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