{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"institution":[{"name":"Research Square"}],"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T12:40:05Z","timestamp":1768480805828,"version":"3.49.0"},"posted":{"date-parts":[[2022,10,24]]},"group-title":"In Review","reference-count":96,"publisher":"Research Square Platform LLC","license":[{"start":{"date-parts":[[2022,10,24]],"date-time":"2022-10-24T00:00:00Z","timestamp":1666569600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"accepted":{"date-parts":[[2022,9,24]]},"abstract":"<title>Abstract<\/title>\n        <p>Wave phenomena impacts high commercial value coastal and offshore activities, infrastructures, and transportation. The knowledge of future wave conditions allows for consistent long-term planning and decision-making. The present study aims to provide robust, reliable projections of the potential future wave conditions of the Black Sea under the influence of climate change. For this purpose, an 8-member dynamic wave climate ensemble that accurately represents the Black Sea's present wave climate has been produced, and future projections are assessed and analyzed here. The wave climate ensemble was obtained by forcing the SWAN spectral wave model with eight regional wind fields from the EURO-CORDEX. The future simulations of the regional wind fields are based on the RCP8.5 high emission scenario. The historical wave climate of the ensemble was evaluated against ERA5 reanalysis data. Projected changes in the mean wind and wave characteristics are examined by comparing historical and future simulations. In addition, the projected trends in the annual means during the future period of the wave simulations for significant wave height (H<sub>s<\/sub>) and wave energy flux are also analyzed. The projections for H<sub>s<\/sub> and wind speeds are pronounced with significant decreases of down to -10% across the basin, especially in the eastern region of the Black Sea. Changes in the H<sub>s<\/sub> 99% percentiles of up to 16% are projected to occur. The projected changes in the annual mean of the wave energy flux are close to the projected changes in H<sub>s<\/sub> means, while the seasonal changes (between \u2212\u200915% and 12%) are expected to be higher.<\/p>","DOI":"10.21203\/rs.3.rs-2099208\/v1","type":"posted-content","created":{"date-parts":[[2022,10,24]],"date-time":"2022-10-24T16:43:16Z","timestamp":1666629796000},"source":"Crossref","is-referenced-by-count":1,"title":["Regional wave climate projections forced by EURO-CORDEX winds for the Black Sea and Sea of Azov towards the end of the 21st century"],"prefix":"10.21203","author":[{"given":"Recep Emre","family":"\u00c7akmak","sequence":"first","affiliation":[{"name":"Bursa Uluda\u011f University"}]},{"given":"Emre","family":"\u00c7al\u0131\u015f\u0131r","sequence":"additional","affiliation":[{"name":"Bursa Uluda\u011f University"}]},{"given":"Gil","family":"Lemos","sequence":"additional","affiliation":[{"name":"Instituto Dom Luiz Faculdade de Ci\u00eancias da Universidade de Lisboa"}]},{"given":"Adem","family":"Akp\u0131nar","sequence":"additional","affiliation":[{"name":"Bursa Uluda\u011f University"}]},{"given":"Alvaro","family":"Semedo","sequence":"additional","affiliation":[{"name":"IHE-Delft, Department of Water Science and Engineering"}]},{"given":"Rita M.","family":"Cardoso","sequence":"additional","affiliation":[{"name":"Instituto Dom Luiz Faculdade de Ci\u00eancias da Universidade de Lisboa"}]},{"given":"Pedro M. 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Press Syndicate of the University of Cambridge, Cambridge"},{"key":"ref23","doi-asserted-by":"publisher","first-page":"75","DOI":"10.5194\/asr-13-75-2016","article-title":"Twenty-first century wave climate projections for Ireland and surface winds in the North Atlantic Ocean","volume":"13","author":"Gallagher S","year":"2016","unstructured":"Gallagher S, Gleeson E, Tiron R et al (2016) Twenty-first century wave climate projections for Ireland and surface winds in the North Atlantic Ocean. Adv Sci Res 13:75\u201380. https:\/\/doi.org\/10.5194\/asr-13-75-2016","journal-title":"Adv Sci Res"},{"key":"ref24","unstructured":"GEBCO (2014) In: Br. Oceanogr. Data Centre, Centen. Ed. GEBCO Digit. Atlas. https:\/\/www.gebco.net\/. Accessed 5 Jun 2022"},{"key":"ref25","volume-title":"Atmosphere-ocean dynamics","author":"Gill AE","year":"1982","unstructured":"Gill AE (1982) Atmosphere-ocean dynamics. Academic Press, London"},{"key":"ref26","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1146\/ANNUREV-ENVIRON-102014-021217","article-title":"Regional Dynamical Downscaling and the CORDEX Initiative","volume":"40","author":"Giorgi F","year":"2015","unstructured":"Giorgi F, Gutowski WJ (2015) Regional Dynamical Downscaling and the CORDEX Initiative. Annu Rev Environ Resour 40:467\u2013490. https:\/\/doi.org\/10.1146\/ANNUREV-ENVIRON-102014-021217","journal-title":"Annu Rev Environ Resour"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"3761","DOI":"10.5194\/ACP-16-3761-2016","article-title":"Ice melt, sea level rise and superstorms: Evidence from paleoclimate data, climate modeling, and modern observations that 2 \u00b0c global warming could be dangerous","volume":"16","author":"Hansen J","year":"2016","unstructured":"Hansen J, Sato M, Hearty P et al (2016) Ice melt, sea level rise and superstorms: Evidence from paleoclimate data, climate modeling, and modern observations that 2 \u00b0c global warming could be dangerous. Atmos Chem Phys 16:3761\u20133812. https:\/\/doi.org\/10.5194\/ACP-16-3761-2016","journal-title":"Atmos Chem Phys"},{"key":"ref28","volume-title":"Measurements of wind-wave growth and swell decay during the Joint North Sea Wave Project (JONSWAP) Wind Work and Radiative Internal Wave Flux in a Hybrid","author":"Hasselmann K","year":"1973","unstructured":"Hasselmann K, Barnett TP, Zeitschrift E et al (1973) Measurements of wind-wave growth and swell decay during the Joint North Sea Wave Project (JONSWAP) Wind Work and Radiative Internal Wave Flux in a Hybrid. Slab Model View project Ocean Dynamics book View project, Hamburg"},{"key":"ref29","doi-asserted-by":"publisher","first-page":"1095","DOI":"10.1175\/2009BAMS2607.1","article-title":"The Potential to Narrow Uncertainty in Regional Climate Predictions","volume":"90","author":"Hawkins E","year":"2009","unstructured":"Hawkins E, Sutton R (2009) The Potential to Narrow Uncertainty in Regional Climate Predictions. Bull Am Meteorol Soc 90:1095\u20131108. https:\/\/doi.org\/10.1175\/2009BAMS2607.1","journal-title":"Bull Am Meteorol Soc"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"471","DOI":"10.1038\/nclimate1791","article-title":"Projected changes in wave climate from a multi-model ensemble","volume":"3","author":"Hemer MA","year":"2013","unstructured":"Hemer MA, Fan Y, Mori N et al (2013a) Projected changes in wave climate from a multi-model ensemble. Nat Clim Chang 3:471\u2013476. https:\/\/doi.org\/10.1038\/nclimate1791","journal-title":"Nat Clim Chang"},{"key":"ref31","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1016\/j.ocemod.2012.09.008","article-title":"Global dynamical projections of surface ocean wave climate for a future high greenhouse gas emission scenario","volume":"70","author":"Hemer MA","year":"2013","unstructured":"Hemer MA, Katzfey J, Trenham CE (2013b) Global dynamical projections of surface ocean wave climate for a future high greenhouse gas emission scenario. Ocean Model 70:221\u2013245. https:\/\/doi.org\/10.1016\/j.ocemod.2012.09.008","journal-title":"Ocean Model"},{"key":"ref32","author":"Hersbach H","year":"2018","unstructured":"Hersbach H, Bell B, Berrisford P, Biavati G, Hor\u00e1nyi A, Mu\u00f1oz Sabater J, Nicolas J, Peubey C, Radu R, Rozum I, Schepers D, Simmons A, Soci C, Dee D, Th\u00e9paut J-N(2018) ERA5 hourly data on single levels from 1979 to present. In: Copernicus Clim. Chang. Serv. Clim. Data Store"},{"key":"ref33","doi-asserted-by":"publisher","first-page":"1999","DOI":"10.1002\/QJ.3803","article-title":"The ERA5 global reanalysis","volume":"146","author":"Hersbach H","year":"2020","unstructured":"Hersbach H, Bell B, Berrisford P et al (2020) The ERA5 global reanalysis. Q J R Meteorol Soc 146:1999\u20132049. https:\/\/doi.org\/10.1002\/QJ.3803","journal-title":"Q J R Meteorol Soc"},{"key":"ref34","first-page":"7","article-title":"{ERA5 reanalysis is in production","volume":"147","author":"Hersbach H","year":"2016","unstructured":"Hersbach H, Dee D (2016) {ERA5 reanalysis is in production. ECMWF Newsl 147:7","journal-title":"ECMWF Newsl"},{"key":"ref35","doi-asserted-by":"publisher","first-page":"3097","DOI":"10.5194\/ACP-19-3097-2019","article-title":"From ERA-Interim to ERA5: The considerable impact of ECMWF\u2019s next-generation reanalysis on Lagrangian transport simulations","volume":"19","author":"Hoffmann L","year":"2019","unstructured":"Hoffmann L, G\u00fcnther G, Li D et al (2019) From ERA-Interim to ERA5: The considerable impact of ECMWF\u2019s next-generation reanalysis on Lagrangian transport simulations. Atmos Chem Phys 19:3097\u20133214. https:\/\/doi.org\/10.5194\/ACP-19-3097-2019","journal-title":"Atmos Chem Phys"},{"key":"ref36","doi-asserted-by":"publisher","first-page":"1058","DOI":"10.1126\/SCIENCE.1208277\/SUPPL_FILE\/HOENISCH_CARBONATE_CHEM_TUTORIAL.PDF","article-title":"The geological record of ocean acidification","volume":"335","author":"H\u00f6nisch B","year":"2012","unstructured":"H\u00f6nisch B, Ridgwell A, Schmidt DN et al (2012) The geological record of ocean acidification. 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Cambridge University Press, New York"},{"key":"ref39","author":"Isaksen L","year":"2010","unstructured":"Isaksen L, Bonavita M, Buizza R et al(2010)Ensemble of Data Assimilations at ECMWF"},{"key":"ref40","doi-asserted-by":"publisher","first-page":"112220","DOI":"10.1016\/J.OCEANENG.2022.112220","article-title":"Evaluation of regional climate models and future wave characteristics in an enclosed sea: A case study of the Black Sea","volume":"262","author":"Islek F","year":"2022","unstructured":"Islek F, Yuksel Y, Sahin C (2022a) Evaluation of regional climate models and future wave characteristics in an enclosed sea: A case study of the Black Sea. 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Reg Environ Chang 14:563\u2013578. https:\/\/doi.org\/10.1007\/s10113-013-0499-2","journal-title":"Reg Environ Chang"},{"key":"ref43","article-title":"Quasi-linear theory of wind-wave generation applied to wave forecasting","volume":"21","author":"Janssen P","year":"1991","unstructured":"Janssen P(1991) Quasi-linear theory of wind-wave generation applied to wave forecasting.J Phys Oceanogr21"},{"key":"ref44","doi-asserted-by":"crossref","DOI":"10.1142\/11491","volume-title":"Introduction to coastal engineering and management","author":"Kamphuis JW","year":"2020","unstructured":"Kamphuis JW (2020) Introduction to coastal engineering and management. World Scientific, Singapore"},{"key":"ref45","author":"Kendall MG","year":"1975","unstructured":"Kendall MG(1975) Rank correlation methods, 4th edn. Griffin"},{"key":"ref46","volume-title":"Wind waves: their generation and propagation on the ocean surface","author":"Kinsman B","year":"1984","unstructured":"Kinsman B (1984) Wind waves: their generation and propagation on the ocean surface. Courier Corporation, Mineola, New York"},{"key":"ref47","doi-asserted-by":"publisher","first-page":"2739","DOI":"10.1175\/2009JCLI3361.1","article-title":"Challenges in Combining Projections from Multiple Climate Models","volume":"23","author":"Knutti R","year":"2010","unstructured":"Knutti R, Furrer R, Tebaldi C et al (2010) Challenges in Combining Projections from Multiple Climate Models. 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