Interannual Variability of the Wind-Wave Regime Parameters in the Black Sea
B. V. Divinsky1, ✉, A. A. Kubryakov2, R. D. Kosyan1
1 Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russian Federation
2 Marine Hydrophysical Institute of RAS, Sevastopol, Russian Federation
✉ e-mail: divin@ocean.ru
Abstract
Purpose. The paper is aimed at studying climatic trends in variability of the average annual and average monthly fields of significant wave heights of the mixed and wind seas, swell and the wind speeds in the Black Sea region.
Methods and Results. Based on the MIKE 21 SW numerical model, the significant wave heights’ fields of the mixed and wind seas, and also swell were obtained for the period from 1979 to 2018. Long-term wind velocity changes were analyzed using the ERA-Interim reanalysis data for the same period. Linear climatic trends in the average annual and average monthly variability of the significant wave heights and the average wind speeds were evaluated by the statistical methods.
Conclusions. The main feature of climatic variability of the significant wave height fields in the Black Sea is the pronounced spatial heterogeneity. In the western part of the sea, decrease in storm activity is observed. The eastern part is characterized by increase of the average significant wave heights. Statistically significant positive trends in fluctuations of the significant wave heights are observed in the coastal area from the Crimea southeast coast to the Georgia coast. Over the past 40 years, swell waves have intensified near the Turkish coast (to the east of Sinop) and near the Kerch Strait. The largest increase of the average monthly heights of mixed waves is observed in the eastern part of the sea in March and amounts 0.5–0.6 cm/year. This corresponds to increase of the average wind speeds by ~0.025 m/s/year. In November, decrease of storm activity is observed in the western part of the sea that is expressed in diminution of the monthly average values of the significant wave heights by 0.8 cm/year. Decrease of the average annual wave heights by ~0.08 cm/year is observed in the southwestern part of the Black Sea. On the contrary, the whole eastern part of the sea is subject to the increased storm activity accompanied by growth of the average annual wave heights in the fields of the mixed and wind seas by 0.10–0.15 cm/year. The above-mentioned features reflect climatic variability of the average wind speeds, which are characterized by wind weakening in the western part of the sea (0.010–0.015 m/s/year) and its amplification in the sea eastern part (0.015–0.020 m/s/year).
Keywords
mathematical modeling, model DHI MIKE 21 SW, wind seas, swell, climate, trends
Acknowledgements
The problem was set within the framework of the RFBR project No. 18-05-80035, experimental data were analyzed due to the RFBR financial support (projects No. 19-45-230004 and 20-05-00009); mathematical modeling and calculations were carried out with support of the RFBR grants (projects No. 19-05-00041 and No. 19-45-230002). The results were analyzed within the framework of program No. 0149-2019-0014 and the RSF project No. 20-17-00060. Variability of wind characteristics was analyzed within the framework of state task No. 0555-2019-0001.
Original russian text
Original Russian Text © B. V. Divinsky, A. A. Kubryakov, R. D. Kosyan, 2020, published in MORSKOY GIDROFIZICHESKIY ZHURNAL, Vol. 36, Iss. 4, pp. 367–382 (2020)
For citation
Divinsky, B.V., Kubryakov, A.A. and Kosyan, R.D., 2020. Interannual Variability of the Wind-Wave Regime Parameters in the Black Sea. Physical Oceanography, [e-journal] 27(4), pp. 337-351. doi:10.22449/1573-160X-2020-4-337-351
DOI
10.22449/1573-160X-2020-4-337-351
References
- Group, T.W., 1988. The WAM Model – a Third Generation Ocean Wave Prediction Model. Journal of Physical Oceanography, 18(12), pp. 1775-1810. https://doi.org/10.1175/1520-0485(1988)018%3C1775:TWMTGO%3E2.0.CO;2
- Tolman, H.L., 1991. A Third-Generation Model for Wind Waves on Slowly Varying, Unsteady, and Inhomogeneous Depths and Currents. Journal of Physical Oceanography, 21(6), pp. 782-797. https://doi.org/10.1175/1520-0485(1991)021%3C0782:ATGMFW%3E2.0.CO;2
- Booij, N., Ris, R.C. and Holthuijsen, L.H., 1999. A Third-Generation Wave Model for Coastal Regions: 1. Model Description and Validation. Journal of Geophysical Research: Oceans, 104(C4), pp. 7649-7666. https://doi.org/10.1029/98JC02622
- DHI, 2007. MIKE 21 Wave Modelling. MIKE 21 Spectral Waves FM: Short Description. Horsholm: DHI, 14 p. Accessed at: https://www.mikepoweredbydhi.com/-/media/shared%20content/mike%20by%20dhi/flyers%20and%20pdf/product-documentation/short%20descriptions/mike21_sw_fm_short_description.pdf [Accessed: 03 July 2020].
- Cavaleri, L., Alves, J.-H.G.M., Ardhuin, F., Babanin, A., Banner, M., Belibassakis, K., Benoit, M., Donelan, M., Groeneweg, J., Herbers, T.H.C., Janssen, P.A.E.M., Janssen, T., Lavrenov, I.V., Magne, R., Monbaliu, J. [et al.], 2007. Wave Modelling – The State of the Art. Progress in Oceanography, 75(4), pp. 603-674. https://doi.org/10.1016/j.pocean.2007.05.005
- Ratner, Yu.B., Fomin, V.V., Ivanchik, A.M. and Ivanchik, M.V., 2017. System of the Wind Wave Operational Forecast by the Black Sea Marine Forecast Center. Physical Oceanography, (5), pp. 51-59. doi:10.22449/1573-160X-2017-5-51-59
- Saprykina, Y., Shtremel, M., Aydoğan, B. and Ayat, B., 2019. Variability of the Nearshore Wave Climate in the Eastern Part of the Black Sea. Pure and Applied Geophysics, 176(8), pp. 3757-3768. https://doi.org/10.1007/s00024-019-02143-1
- Akpinar, A., and Ponce de León, S., 2016. An Assessment of the Wind Re-Analyses in the Modelling of an Extreme Sea State in the Black Sea. Dynamics of Atmospheres and Oceans, 73, pp. 61-75. https://doi.org/10.1016/j.dynatmoce.2015.12.002
- Rusu, L., 2015. Assessment of the Wave Energy in the Black Sea Based on a 15-Year Hindcast with Data Assimilation. Energies, 8(9), pp. 10370-10388. https://doi.org/10.3390/en80910370
- Arkhipkin, V.S., Gippius, F.N., Koltermann, K.P. and Surkova, G.V., 2014. Wind Waves in the Black Sea: Results of a Hindcast Study. Natural Hazards and Earth System Sciences, 14(11), pp. 2883-2897. https://doi.org/10.5194/nhess-14-2883-2014
- Akpinar, A., and Ihsan Kömürcü, M., 2013. Assessment of Wave Energy Resource of the Black Sea Based on 15-year Numerical Hindcast Data. Applied Energy, 101, pp. 502-512. https://doi.org/10.1016/j.apenergy.2012.06.005
- Aydoğan, B., Ayat, B. and Yüksel, Y., 2013. Black Sea Wave Energy Atlas from 13 Years Hindcasted Wave Data. Renewable Energy, 57, pp. 436-447. https://doi.org/10.1016/j.renene.2013.01.047
- Galabov, V., 2013. On the Wave Energy Potential of the Bulgarian Black Sea Coast. In: SGEM, 2013. 13th SGEM GeoConference on Water Resources. Forest, Marine and Ocean Ecosystems: SGEM2013 Conference Proceedings, June 16-22, 2013. Varna, Bulgaria, pp. 831-838. doi:10.5593/SGEM2013/BC3/S15.003
- Myslenkov, S.A., Shestakova, A.A. and Toropov, P.A., 2016. Numerical Simulation of Storm Waves near the Northeastern Coast of the Black Sea. Russian Meteorology and Hydrology, 41(10), pp. 706-713. https://doi.org/10.3103/S106837391610006X
- Polonsky, A.B., Fomin, V.V. and Garmashov, A.V., 2011. Characteristics of Wind Waves of the Black Sea. Reports of the National Academy of Sciences of Ukraine, (8), pp. 108-112 (in Russian).
- Rusu, E., 2009. Wave Energy Assessments in the Black Sea. Journal of Marine Science and Technology, 14(3), pp. 359-372. https://doi.org/10.1007/s00773-009-0053-6
- Cherneva, Z., Andreeva, N., Pilar, P., Valchev, N., Petrova, P. and Guedes Soares, C., 2008. Validation of the WAMC4 Wave Model for the Black Sea. Coastal Engineering, 55(11), pp. 881-893. https://doi.org/10.1016/j.coastaleng.2008.02.028
- Divinsky, B.V. and Kosyan, R.D., 2017. Spatiotemporal Variability of the Black Sea Wave Climate in the Last 37 years. Continental Shelf Research, 136, pp. 1-19. https://doi.org/10.1016/j.csr.2017.01.008
- Akpınar, A., Bingölbali, B. and Van Vledder, G.Ph., 2017. Long-Term Analysis of Wave Power Potential in the Black Sea, Based on 31-year SWAN Simulations. Ocean Engineering, 130, pp. 482-497. https://doi.org/10.1016/j.oceaneng.2016.12.023
- Rusu, L., 2019. The Wave and Wind Power Potential in the Western Black Sea. Renewable Energy, 139, pp. 1146-1158. https://doi.org/10.1016/j.renene.2019.03.017
- Aydoğan, B. and Ayat, B., 2018. Spatial Variability of Long-Term Trends of Significant Wave Heights in the Black Sea. Applied Ocean Research, 79, pp. 20-35. https://doi.org/10.1016/j.apor.2018.07.001
- Akpınar, A., Jafali, H. and Rusu, E., 2019. Temporal Variation of the Wave Energy Flux in Hotspot Areas of the Black Sea. Sustainability, 11(3), 562. https://doi.org/10.3390/su11030562
- Divinsky, B.V. and Kosyan, R.D., 2020. Climatic Trends in the Fluctuations of Wind Waves Power in the Black Sea. Estuarine, Coastal and Shelf Science, 235, 106577. https://doi.org/10.1016/j.ecss.2019.106577
- Divinsky, B. and Kosyan, R., 2018. Parameters of Wind Seas and Swell in the Black Sea Based on Numerical Modeling. Oceanologia, 60(3), pp. 277-287. https://doi.org/10.1016/j.oceano.2017.11.006
- Garmashov, A.V., Kubryakov, A.A., Shokurov, M.V., Stanichny, S.V., Toloknov, Yu.N. and Korovushkin, A.I., 2016. Comparing Satellite and Meteorological Data on Wind Velocity over the Black Sea. Izvestiya, Atmospheric and Oceanic Physics, 52(3), pp. 309-316. https://doi.org/10.1134/S000143381603004X
- Aziz, J.J., Ling, M., Rifai, H.S., Newell, C.N. and Gonzales, J.R., 2003. MAROS: A Decision Support System for Optimizing Monitoring Plans. Groundwater, 41(3), pp. 355-367. https://doi.org/10.1111/j.1745-6584.2003.tb02605.x
- Kubryakov, A., Stanichny, S., Shokurov, M. and Garmashov, A., 2019. Wind Velocity and Wind Curl Variability over the Black Sea from QuikScat and ASCAT Satellite Measurements. Remote Sensing of Environment, 224, pp. 236-258. https://doi.org/10.1016/j.rse.2019.01.034
- Repetin, L.N. and Belokopytov, V.N., 2008. Wind Climate of North-western Black Sea and Its Climatic Changes. In: MHI, 2008. Ekologicheskaya Bezopasnost' Pribrezhnykh i Shel'fovykh Zon i Kompleksnoe Ispol'zovanie Resursov Shel'fa [Ecological Safety of Coastal and Shelf Zones and Comprehensive Use of Shelf Resources]. Sevastopol: ECOSI-Gidrofizika. Iss. 17, pp. 225-243 (in Russian).
- Ilyin, Yu.P., Repetin, L.N., Belokopytov, V.N., Goryachkin, Yu.N., D'yakov, N.N., Kubryakov, A.A., and Stanichny, S.V., 2012. [Hydrometeorological Conditions of the Ukrainian Seas. Vol. 2: The Black Sea]. Sevastopol, 421 p. (in Russian).
- Efimov, V.V. and Anisimov, A.E., 2011. Climatic Parameters of Wind-Field Variability in the Black Sea Region: Numerical Reanalysis of Regional Atmospheric Circulation. Izvestiya, Atmospheric and Oceanic Physics, 47(3), pp. 350-361. https://doi.org/10.1134/S0001433811030030
- Kubryakov, A.A., Belokopytov, V.N., Zatsepin, A.G., Stanichny, S.V. and Piotukh, V.B., 2019. The Black Sea Mixed Layer Depth Variability and Its Relation to the Basin Dynamics and Atmospheric Forcing. Physical Oceanography, 26(5), pp. 397-413. doi:10.22449/1573-160X-2019-5-397-413
- McQuatters-Gollop, A., Mee, L.D., Raitsos, D.E. and Shapiro, G.I., 2008. Non-Linearities, Regime Shifts and Recovery: The Recent Influence of Climate on Black Sea Chlorophyll. Journal of Marine Systems, 74(12), pp. 649-658. https://doi.org/10.1016/j.jmarsys.2008.06.002