Preprints
https://doi.org/10.5194/egusphere-2025-2135
https://doi.org/10.5194/egusphere-2025-2135
18 Jun 2025
 | 18 Jun 2025

Wind and Phytoplankton Dynamics Drive Seasonal and Short-Term Variability of Suspended Matter in a Tidal Basin

Gaziza Konyssova, Vera Sidorenko, Alexey Androsov, Sabine Horn, Sara Rubinetti, Ivan Kuznetsov, Karen Helen Wiltshire, and Justus van Beusekom

Abstract. Suspended particulate matter (SPM) is a key component of coastal ecosystems, modulating light availability, nutrient transport, and food web dynamics. Its variability is driven by a combination of physical and biological processes that interact across temporal and spatial scales. Using the Sylt-Rømø Bight as a natural laboratory and focusing on the period 2000–2019, this study integrates a long-term biogeochemical time series from the Sylt Roads monitoring program and meteorological observations with Lagrangian transport simulations and neural network modelling to disentangle and quantify the relative roles of tidal dynamics, winds, and phytoplankton mediated biological processes in shaping SPM concentrations measured at two stations near the water surface.

The findings show that wind intensity dominates short-term SPM variability, particularly at the shallow station, where SPM responds rapidly to local wind-induced resuspension. At the deep station, the wind effects appear with a delay of ~5 days, aligning with tidally induced transport timescales (~133 hours) from shallower resuspension zones, as revealed by Lagrangian simulations. Seasonal patterns are further modulated by both reduced wind intensities and the onset of biological processes, with phytoplankton blooms promoting flocculation and subsequent settling in spring and summer. Neural network experiments highlight the shifting seasonal balance between physical and biological controls: models trained on winter data overestimate summer SPM levels by up to 80 %, with only ~40 % of this discrepancy explained by weaker winds and the remainder likely reflecting biologically mediated sinking processes.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
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Gaziza Konyssova, Vera Sidorenko, Alexey Androsov, Sabine Horn, Sara Rubinetti, Ivan Kuznetsov, Karen Helen Wiltshire, and Justus van Beusekom

Status: final response (author comments only)

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-2135', Anonymous Referee #1, 10 Jul 2025
    • AC3: 'Reply on RC1', Gaziza Konyssova, 20 Aug 2025
  • RC2: 'Comment on egusphere-2025-2135', Anonymous Referee #2, 17 Jul 2025
    • AC2: 'Reply on RC2', Gaziza Konyssova, 20 Aug 2025
  • RC3: 'Comment on egusphere-2025-2135', Anonymous Referee #3, 18 Jul 2025
    • AC1: 'Reply on RC3', Gaziza Konyssova, 20 Aug 2025
Gaziza Konyssova, Vera Sidorenko, Alexey Androsov, Sabine Horn, Sara Rubinetti, Ivan Kuznetsov, Karen Helen Wiltshire, and Justus van Beusekom
Gaziza Konyssova, Vera Sidorenko, Alexey Androsov, Sabine Horn, Sara Rubinetti, Ivan Kuznetsov, Karen Helen Wiltshire, and Justus van Beusekom

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Short summary
This study explores how winds, tides, and biological activity influence suspended particle concentrations in a tidal basin of the Wadden Sea. Combining long-term measurements, ocean modelling, and machine learning, we found that wind dominates in winter, while biological processes like algae growth gain importance in spring and summer. The results also reveal contrasting short-term dynamics at shallow and deep stations, identifying the drivers of variability in coastal waters.
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