Comparison of Malta HF Radar Currents with CMEMS Mediterranean MFC Data


Published: Jul 28, 2024
Keywords:
sea-surface currents high frequency radar ocean remote sensing Copernicus marine services data statistical analysis
Georgios V. Kozyrakis
https://orcid.org/0000-0002-5896-6102
Andreas Nikolaidis
Adam Gauci
https://orcid.org/0000-0001-8635-9230
George Zodiatis
https://orcid.org/0000-0003-2564-2686
Joel Azzopardi
George Galanis
https://orcid.org/0000-0003-0620-9377
Audrey Zammit
https://orcid.org/0000-0001-8777-5199
Sebastiano D’Amico
https://orcid.org/0000-0001-7429-4767
George Alexandrakis
https://orcid.org/0000-0003-3690-3159
Vassiliki Metheniti
https://orcid.org/0000-0003-2154-5563
Antonios Parasyris
https://orcid.org/0000-0001-9498-7245
Nikolaos A. Kampanis
https://orcid.org/0000-0001-6231-7730
Abstract

This study evaluates hourly sea surface currents from the CALYPSO HF radar system against Copernicus CMEMS Med MFC data, covering the period from August 2022 to August 2023. The HF radar network, comprising fou sites in Malta and three in Sicily, provides high-resolution, real-time surface current data. Results show that HF radar currents display greater temporal and spatia variability than the CMEMS data, primarily due to differences in spatial-temporal resolution. Notably, extreme current velocities differ between the datasets, with both indicating high values influenced by regional bathymetry. While HF radar data reflect currents at the very surface layer, CMEMS data correspond to a depth of 1.5 m. Nevertheless, after detrending and outlier removal, HF radar data alig well with CMEMS Med MFC, especially in current direction. Both datasets depict a general anticyclonic circulation between northern Malta and southern Sicily. Periodic intensifications occur along the anticyclone's northern and southern edges. HF radar shows southeastward flow along Sicily’s southern coast and opposing currents near Malta's northern coast. In contrast, CMEMS data indicate  stronger southeast flow along southern Sicily and generally weaker currents near Malta.

Article Details
  • Section
  • Environment
Downloads
Download data is not yet available.
References
Paduan, J.D. and L.K. Rosenfeld, Remotely sensed surface currents in Monterey Bay from shore-based HF radar (Coastal Ocean Dynamics Application Radar). 1996.101(C9): p. 20669-20686
Chapman, R.D., et al., On the accuracy of HF radar surface current measurements: Intercomparisons with ship-based sensors. 1997. 102(C8): p. 18737-18748
Graber, H.C., D.R. Thompson, and R.E. Carande, Ocean surface features and currents measured with synthetic aperture radar interferometry and HF radar. Journal of Geophysical Research: Oceans, 1996. 101(C11): p. 25813-25832
Hernandez-Lasheras, J., et al., Evaluating high-frequency radar data assimilation impact in coastal ocean operational modelling. Ocean Sci., 2021. 17(4): p. 1157-1175
Rubio, A., et al., HF Radar Activity in European Coastal Seas: Next Steps toward a Pan-European HF Radar Network. 2017. 4
Roarty, H., et al., The Global High Frequency Radar Network. 2019. Volume 6 - 2019.
Orasi, A., et al., HF radar for wind waves measurements in the Malta-Sicily Channel. Measurement, 2018. 128: p. 446-454
Drago, A., et al., Sea Surface Currents by HF Radar in the Malta Channel. 2013.
Capodici, F., et al., Validation of HF radar sea surface currents in the Malta-Sicily Channel. Remote Sensing of Environment, 2019. 225: p. 65-76
He, S., et al., Quality Control for Ocean Current Measurement Using High-Frequency Direction-Finding Radar. 2023. 15(23): p. 5553
Frolov, S., et al., Improved statistical prediction of surface currents based on historic HF-radar observations. Ocean Dynamics, 2012. 62(7): p. 1111-1122
Breivik, Ø. and Ø. Sætra, Real time assimilation of HF radar currents into a coastal ocean model. Journal of Marine Systems, 2001. 28(3): p. 161-182
Cosoli, S., A. Mazzoldi, and M. Gačić, Validation of Surface Current Measurements in the Northern Adriatic Sea from High-Frequency Radars. Journal of Atmospheric and Oceanic Technology, 2010. 27(5): p. 908-919
Emery, B. and L. Washburn, Uncertainty Estimates for SeaSonde HF Radar Ocean Current Observations. Journal of Atmospheric and Oceanic Technology, 2019. 36(2): p. 231-247
Paduan, J.D. and L. Washburn, High-Frequency Radar Observations of Ocean Surface Currents. 2013. 5(Volume 5, 2013): p. 115-136
Lipa, B. and D.J.I.J.o.O.E. Barrick, Least-squares methods for the extraction of surface currents from CODAR crossed-loop data: Application at ARSLOE. IEEE Journal of Oceanic Engineering, 1983. 8(4): p. 226-253
Chapman, R.D. and H.C. Graber, Validation of HF Radar Measurements. Oceanography, 1997. 10(2): p. 76-79
Clementi, E., Aydogdu, A., Goglio, A. C., Pistoia, J., Escudier, R., Drudi, M., Grandi, A., Mariani, A., Lyubartsev, V., Lecci, R., Cretí, S., Coppini, G., Masina, S., & Pinardi, N., Mediterranean Sea Physical Analysis and Forecast (CMEMS MED-Currents, EAS6 system) (Version 1), C.M.E.M.S. (CMEMS). Editor. 2021
Taylor, K.E., Summarizing multiple aspects of model performance in a single diagram. Journal of Geophysical Research: Atmospheres, 2001. 106(D7): p. 7183-7192
Tian, Y., et al., Performance Metrics, Error Modeling, and Uncertainty Quantification. Monthly Weather Review, 2015. 144: p. 151209140733004
Nash, J.E. and J.V. Sutcliffe, River flow forecasting through conceptual models part I — A discussion of principles. Journal of Hydrology, 1970. 10(3): p. 282-290
Ardhuin, F., B. Chapron, and F. Collard, Observation of swell dissipation across oceans. Geophysical Research Letters, 2009. 36(6)
Sentchev, A. and M. Yaremchuk, VHF radar observations of surface currents off the northern Opal coast in the eastern English Channel. Continental Shelf Research, 2007.27(19): p. 2449-2464