RESULTS OF THE MODELING OF VARIABILITY OF OCEANOGRAPHIC PARAMETERS IN THE UKRAINIAN SECTOR OF THE BLACK SEA DURING STORMY PERIODS IN NOVEMBER 2023

Yurii Tuchkovenkо
Odesa I.I. Mechnikov National University, Odesa, Ukraine Institute of Marine Biology of the National Academy of Sciences of Ukraine, Odesa, Ukraine
https://orcid.org/0000-0003-3275-9065

Dmytro Kushnir
Odesa I.I. Mechnikov National University, Odesa, Ukraine
https://orcid.org/0000-0003-4556-0143

Olexsandr Matygin
Hydrometeorological Center for Black and Azov Seas, Odesa, Ukraine
https://orcid.org/0000-0002-0206-3414

DOI: http://doi.org/10.15407/Meteorology2025.08.040

Keywords: the Black Sea, oceanographic parameters, modelling of variability, results verification

Abstract

Results of application of the complex of coupled numerical models Delft3D Flow Flexible Mesh (D-Flow FM) and D-Waves (spectral wave model SWAN) to the oceanographic conditions of the Black Sea and its north-western part during stormy periods in November 2023 are discussed. The modelling complex was set up in simulation mode to reproduce the spatial and temporal variability of oceanographic parameters in the water areas under consideration. Simulation was performed as a part of the modelling complex verification procedure. Meteorological data obtained from the forecast archive of the GFS (Global Forecasting System) global numerical weather prediction model was used as atmospheric forcing. Simulation results were compared against the observational data on oceanographic parameters at coastal hydrometeorological stations located in the ports of the Odessa region at the north-western coast of the Black Sea (Chornomorsk, Odesa, Pivdennyi). In addition, results of wind wave simulation, obtained from the modelling complex, were compared with the results of independent modelling via spectral wave model WAM Cycle 6 that assimilates wind reanalysis data from the European Centre for Medium-Range Weather Forecasts (ECMWF). The use of the modelling complex made it possible to reconstruct a complete picture of the spatial and temporal variability of oceanographic parameters during the stormy periods of November 2023 both in the entire Black Sea basin and in its north-western part. Good quantitative and qualitative consistency between the modelling results of sea level variability, wind wave heights, sea water temperature and observational data, collected at hydrometeorological stations in the area of seaports of the Odessa region, was obtained. The conclusion was made that the aforementioned complex of coupled numerical models D-Flow FM + D-Waves (SWAN) has good prospects for use in the system of hindcast and operative forecast of variability of oceanographic parameters of marine environment in the Black Sea and its distinct areas.

References

1. Il’in, Yu.P. et al. (2012). Gidrometeorologicheskie usloviya morey Ukrainy [Hydrometeorological conditions of the seas of Ukraine]. Vol. 2: Chernoe more [Black Sea]. Marine Department of the Ukrainian Research Hydrometeorological Institute Sevastopol, pp. 307-340. [In Russian]

2. Tuchkovenko, Yu. S., Gavrilyuk, R. V., Kushnir, D. V. (2021). Forecasting of the oceanographic parameters in the Ukrainian part of the Azov-Black Sea basin: monograph. Odesa: Odessa State Environmental University. URL: http://eprints.library.odeku.edu.ua/id/eprint/9344/ [In Ukrainian]

3. Kushnir, D. V., Tuchkovenko, Y. S., Popov, Y. I. (2019). Results of adaptation and verification of the coupled numerical models set for predicting the variation of oceanographic features in the North-Western part of the Black Sea. Ukrainian Hydrometeorological Journal, (23), 95-108. https://doi.org/10.31481/uhmj.23.2019.09 [In Ukrainian]

4. Tuchkovenko, Y. S., Kushnir, D. V., Goncharenko, R. V., Tytiuk, T. G., Shchyptsov, О. A. (2020). An automatized modeling complex to support the activity of the Naval Forces of Ukraine by providing the operational forecasts of oceanographic conditions. Collection of Scientific Works of the Center for Military and Strategic Research of the National Defense University of Ukraine, 3 (70). pp. 75-83 https://doi.org/10.33099/2304-2745/2020-3-70/75-83 [In Ukrainian]

5. Deltares (2025, April 22). D-Flow Flexible Mesh – Computational Cores and User Interface – User Manual, released for: Delft3D FM Suite 2D3D 2025, version: 2025, revision: 80249. Deltares, Delft, the Netherlands. URL: https://content.oss.deltares.nl/delft3dfm2d3d/D-Flow_FM_User_Manual.pdf.">https://content.oss.deltares.nl/delft3dfm2d3d/D-Flow_FM_User_Manual.pdf.

6. Deltares (2024a, December 24). D-Waves. Simulation of short-crested waves with SWAN. User Manual, version: 1.20, revision: 79761. Deltares, Delft, the Netherlands. 146 pp. URL: https://content.oss.deltares.nl/delft3d/D-Waves_User_Manual.pdf">https://content.oss.deltares.nl/delft3d/D-Waves_User_Manual.pdf

7. Deltares (2024b, November 14). Delta Shell – User Manual, version: 1.20, revision: 79761. Deltares, Delft, the Netherlands. URL:https://content.oss.deltares.nl/ delft3dfm2d3d/Delta_Shell_User _Manual.pdf

8. Duong, T., Ranasinghe, R., Thatcher, M., Mahanama, S., Wang, Z., Dissanayake, P., Hemer, M., Luijendijk, A., Bamunawala, J., Roelvink, D., Walstra, D. (2018) Assessing climate change impacts on the stability of small tidal inlets: Part 2 – Data rich environments. Marine Geology, 395(1), 65-81. https://doi.org/10.1016/j.margeo.2017.09.007

9. GFS Atmospheric Model (2003). URL: http://www.emc.ncep.noaa.gov/gmb/moorthi/gam.html

10. Grasmeijer, B., Huisman, B., Luijendijk, A., Schrijvershof, R., van der Werf, J., Zijl, F., Looff, H., Vries, W. (2022). Modelling of annual sand transports at the Dutch lower shoreface. Ocean & Coastal Management. 217. 105984. https://doi.org/10.1016/j.ocecoaman.2021.105984

11. Habib, M.A., Zarillo, G.A. (2023) Construction of a Real-Time Forecast Model for Coastal Engineering and Processes Nested in a Basin Scale Model. Journal of Marine Science and Engineering, 11(7), 1263. https://doi.org/10.3390/jmse11071263

12. Jansen, E., Martins, D., Stefanizzi, L., Ciliberti, S. A., Gunduz, M., Ilicak, M., Lecci, R., Cret?, S., Causio, S., Aydo?du, A., Lima, L., Palermo, F., Peneva, E. L., Coppini, G., Masina, S., Pinardi, N., Palazov, A., & Valchev, N. (2022). Black Sea Physical Analysis and Forecast (Copernicus Marine Service BS-Currents, EAS5 system) (Version 1). Copernicus Monitoring Environment Marine Service (CMEMS). https://doi.org/10.25423/cmcc/blksea_analysisforecast_phy_007_001_eas5.

13. Matala, A., Hunter, J., Robinson, K., Bennett, J. Building a modern, all-purpose hydrological forecasting system. In: MODSIM 2023; 09 to end of 13 Jul 2023; Darwin. MSSANZ; 2023. 567. csiro:EP2023-3167. http://hdl.handle.net/102.100.100/488600?index=1

14. NCEP GFS 0.25 Degree Global Forecast Grids Historical Archive (2024, October 14). https://rda.ucar.edu/datasets/ds084.1/.

15. Solano, M., Canals, M., & Leonardi, S. (2018). Development and validation of a coastal ocean forecasting system for Puerto Rico and the U.S. Virgin Islands. Journal of Ocean Engineering and Science, 3 (3), 223–236. https://doi.org/10.1016/j.joes.2018.08.004

16. Staneva, J., Ricker, M., & Behrens, A. (2022). Black Sea Waves Analysis and Forecast (CMEMS BS-Waves, EAS5 system) (Version 1) [Data set]. Copernicus Monitoring Environment Marine Service (CMEMS). https://doi.org/10.25423/CMCC/BLKSEA_ANALYSISFORECAST_WAV_007_003_EAS5

17. Valchev, N., Eftimova, P., & Andreeva, N. (2018). Implementation and Validation of a Multi-Domain Coastal Hazard Forecasting System in an Open Bay. Coastal Engineering, 134, 212–228. https://doi.org/10.1016/j.coastaleng.2017.08.008

18. Veeramony, J., Blain, C. A., Campbell, T., Martin, P., & Edwards, K. (2018). Momentum exchanges in coupled ocean-wave modeling system. OCEANS 2018 MTS/IEEE Charleston. https://doi.org/10.1109/oceans.2018.8604926

19. Zijl, F., Veenstra, J., Groenenboom, J. (2018). The 3D Dutch Continental Shelf Model – Flexible Mesh (3D DCSM-FM). Setup and validation. Report 1220339-000-ZKS-0042. Technical report, Deltares, Delft, The Netherlands. URL: https://open.rijkswaterstaat.nl/open-overheid/onderzoeksrapporten/@46869/the-3d-dutch-continental-shelf-model/

About ׀ Editorial board ׀ Ethics ׀ For authors ׀ For reviewers ׀ Archive ׀ Contacts