High-Resolution Model of Clew Bay—Model Set-Up and Validation Results

Author:

Nagy Hazem12ORCID,Mamoutos Ioannis3ORCID,Nolan Glenn1,Wilkes Robert4ORCID,Dabrowski Tomasz1

Affiliation:

1. Marine Institute, Galway, Ireland

2. Oceanography Department, Faculty of Science, Alexandria University, Alexandria 21500, Egypt

3. Department of Marine Sciences, School of the Environment, University of the Aegean, 81100 Mytilene, Greece

4. Environmental Protection Agency (EPA), Castlebar, Ireland

Abstract

Clew Bay is an important aquaculture production area in Ireland. In this study, we focused on a high-resolution simulation of the Clew Bay region based on a regional ocean modeling system (ROMS). Freshwater discharges from eight rivers are included in the model and a wetting–drying scheme has been implemented. The Clew Bay model simulation was validated and calibrated with available observations (e.g., acoustic Doppler current profiler (ADCP), vertical salinity and temperature profiles, and a tide gauge) in the geographic area of the model domain. High correlations were found between the model data and observed temperature, salinity and water levels, along with small root mean square errors. This indicates that the model is able to reproduce the oceanographic phenomena in the study area. The Taylor diagram analysis showed a high correlation coefficient (R = 0.99) between the observed bottom temperature in the Inner Bay and Clew Bay model, along with a small centered root mean square error (RMSD = 0.5 °C). High correlation coefficients (R > 0.80) were found between the model and the two ADCPs for the zonal current component. There was a resemblance in structure between the model and the observed salinity profiles, indicating that freshwater was correctly implemented in the model. Moreover, the correlation coefficient between the model and the tidal sea surface height (SSH) was 0.99, with an RMSD of 0.09 m. We discovered that wind direction and speed had a significant impact on the bay’s water inflow rate. The model outputs can be used to provide scientists, fishermen, and decision-makers with hydrodynamic information on ocean conditions in the bay.

Funder

INTERREG Atlantic Area Cross-border Cooperation Programme project “Innovation in the Framework of the Atlantic Deep Ocean”

Publisher

MDPI AG

Subject

Ocean Engineering,Water Science and Technology,Civil and Structural Engineering

Reference52 articles.

1. Dúchas, E.P. (1999). A Survey of Selected Littoral and Sublittoral Sites in Clew Bay, Co.Mayo, Aqua-Fact International Limited. A report prepared by Aqua-Fact International Ltd for Dúchas, Department of Arts Heritage and the Gaeltacht.

2. Hiscock, K. (1998). Biological Monitoring of Marine Special Areas of Conservation: A Handbook of Methods for Detecting Change Part 2. Procedural Guidelines, Joint Nature Conservation Committee. Version 1 of 23.

3. De Grave, S., Fazakerley, H., Kelly, L., Guiry, M.D., Ryan, M., and Walshe, J. (2000). Marine Resource Series 10, Marine Institute.

4. NPWS (2011). Clew Bay Complex, (SAC Site Code: 1482). Report in National Parks and Wildlife Service, Conservation Objectives Supporting Document Marine Habitats and Species, NPWS.

5. Annual Aquaculture Report (2022). A Snapshot of Ireland’s Aquaculture Sector. Statistics on Production, Price and Employment in the Primary Aquaculture Sector in 2022 Based on Our Annual National Seafood Survey of All Licensed Aquaculture Producers, BIM—Seafood Development Agency. Available online: https://bim.ie/publications/aquaculture.

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