Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

Phytoplankton Bloom Localized by Sentinel-2 Images and Hydrodynamic Modelling – Sulejów Reservoir, Pilica River, Poland

Version 1 : Received: 4 April 2024 / Approved: 5 April 2024 / Online: 5 April 2024 (12:09:49 CEST)

How to cite: Karim, P.H.; Kalinowska, M.; Zieminska-Stolarska, A.; Magnuszewski, A. Phytoplankton Bloom Localized by Sentinel-2 Images and Hydrodynamic Modelling – Sulejów Reservoir, Pilica River, Poland. Preprints 2024, 2024040439. https://doi.org/10.20944/preprints202404.0439.v1 Karim, P.H.; Kalinowska, M.; Zieminska-Stolarska, A.; Magnuszewski, A. Phytoplankton Bloom Localized by Sentinel-2 Images and Hydrodynamic Modelling – Sulejów Reservoir, Pilica River, Poland. Preprints 2024, 2024040439. https://doi.org/10.20944/preprints202404.0439.v1

Abstract

Reservoirs created by damming rivers significantly modify the environment and problems may arise: the storage of nutrients and organic matter in reservoirs often leads to decreased water quality due to eutrophication. Reservoirs built on lowland rivers are exposed to significant nutrient loads, often leading to eutrophication. In this article, the Sulejów Reservoir, in Central Poland, was the subject of the research, which focused on the use of Sentinel-2 remote sensing data to detect phytoplankton blooms, and on understanding the pattern of wind-driven surface currents using the CCHE2D model (a depth-averaged hydrodynamic model). The calculation of the total phosphorus load has shown that the reservoir mainly acts as nutrient storage. Still, during the low flow and intensive phytoplankton bloom, it can be a source of nutrients. The distribution of phytoplankton bloom on the Sulejów Reservoir was documented using eight Sentinel-2 satellite images from the vegetation season of 2020 and the Normalized Difference Chlorophyll Index (NDCl). Coupling remote sensing data and numerical modelling helps to interpret the hydrodynamic model results and understand nutrients and sediment dynamics within the reservoir. Hydrodynamic modelling combined with remote sensing data can be a valuable tool for selecting appropriate locations for water quality measurements at monitoring stations.

Keywords

eutrophication; phytoplankton blooms; Sentinel-2; hydrodynamic modelling; Pilica River; Sulejow Reservoir; NDCl; CCHE2D

Subject

Environmental and Earth Sciences, Pollution

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