Water Quality and Flooding Impact of the Record-Breaking Storm Gloria in the Ebro Delta (Western Mediterranean)
2024
Caballero, Isabel | Roca Mora, Mar | Dunbar, Martha B. | Navarro, Gabriel | Ministerio de Ciencia, Innovación y Universidades (España) | Agencia Estatal de Investigación (España) | European Commission | Consejo Superior de Investigaciones Científicas (España) | Ministerio para la Transición Ecológica y el Reto Demográfico (España) | Caballero, Isabel [0000-0001-7485-0989] | Roca Mora, Mar [0000-0001-7311-2618] | Dunbar, Martha B. [0000-0003-1834-5843] | Navarro, Gabriel [0000-0002-8919-0060] | Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Mostrar más [+] Menos [-]Extreme events are increasing in frequency and severity due to climate change, making the littoral zone even more vulnerable and requiring continuous monitoring for its optimized management. The low-lying Ebro Delta ecosystem, located in the NW Mediterranean, was subject to Storm Gloria in the winter of 2020, the most severe coastal storm registered in the area in decades and one of the most intense ever recorded in the Mediterranean. This event caused intense rainfall, severe flooding, the erosion of beaches, and the destruction of coastal infrastructures. In this study, the Landsat-8 and Sentinel-2 satellites were used to monitor the flooding impact and water quality status, including chlorophyll-a, suspended particulate matter, and turbidity, to evaluate the pre-, syn-, and post-storm scenarios. Image processing was carried out using the ACOLITE software and the on-the-cloud Google Earth Engine platform for the water quality and flood mapping, respectively, showing a consistent performance for both satellites. This cost-effective methodology allowed us to characterize the main water quality variation in the coastal environment during the storm and detect a higher flooding impact compared to the one registered three days later by the Copernicus Emergency Service for the same area. Moreover, the time series revealed how the detrimental impact on the water quality and turbidity conditions was restored two weeks after the extreme weather event. While transitional plumes of sediment discharge were formed, no phytoplankton blooms appeared during the study period in the delta. These results demonstrate that the workflow implemented is suitable for monitoring extreme coastal events using open satellite imagery at 10–30 m spatial resolution, thus providing valuable information for early warning to facilitate timely assistance and hazard impact evaluation. The integration of these tools into ecological disaster management can significantly improve current monitoring strategies, supporting decision-makers from the local to the national level in prevention, adaptation measures, and damage compensation.
Mostrar más [+] Menos [-]This research was funded by Grant CNS2023-143630 funded by MICIU/AEI/10.13039/501100011033 and by European Union NextGenerationEU/PRTR, by PIE-CSIC (grant number 202030E277), and by the European Union’s Horizon 2020 research and innovation programme, EuroSea project (gran number 862626). The study was supported by the Spanish Ministry of Science, Innovation, and Universities through Programa Estatal Juan de la Cierva Incorporación-2019 (grant number IJC2019-039382-I) and FPU Programme (grant number FPU20/01294). This research has been financially supported by the agreement between the Spanish Ministry for Ecological Transition and Demographic Challenge and CSIC, funded by the European Union-Next Generation Program to contribute to the MSFD.
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