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

• Published in: Journal of marine science and engineering Vol. 11; no. 2; p. 362
• Main Authors: Nagy, Hazem, Mamoutos, Ioannis, Nolan, Glenn, Wilkes, Robert, Dabrowski, Tomasz
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.02.2023
• Subjects: ADCP; Analysis; Aquaculture; Aquaculture industry; Aquaculture products; Bathymetry; Bottom temperature; circulation; Clew Bay; Coefficients; Correlation coefficient; Correlation coefficients; Decision making; Doppler sonar; Environmental protection; Fishers; Fresh water; Freshwater; High resolution; Hydrology; Inflow; Inland water environment; Islands; Linear programming; Ocean models; Polyculture (aquaculture); Radiation; Resolution; Rivers; ROMS; Root-mean-square errors; Salinity; Salinity effects; Salinity profiles; Sea surface; Simulation; Taylor diagram; Temperature; Temperature profile; Temperature profiles; tide gauge; Tide gauges; Time series; Water levels; Wetting; Wind direction; United Kingdom; Ireland
• ISSN: 2077-1312; 2077-1312
• DOI: 10.3390/jmse11020362

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.