The Black Sea near-past wave climate and its variability: a hindcast study

This study analyzed the past wave climate of the Black Sea region for the period from 1988 to 2021. The wave field has been simulated using the state-of-the-art, third-generation wave model WAVEWATCH III forced by the ECMWF reanalysis ERA5 winds, with the model resolution being the highest ever appl...

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Published in:Frontiers in Marine Science
Main Authors: Causio, Salvatore, Federico, Ivan, Jansen, Eric, Mentaschi, Lorenzo, Ciliberti, Stefania Angela, Coppini, Giovanni, Lionello, Piero
Format: Article in Journal/Newspaper
Language:unknown
Published: Frontiers Media SA 2024
Subjects:
Online Access:http://dx.doi.org/10.3389/fmars.2024.1406855
https://www.frontiersin.org/articles/10.3389/fmars.2024.1406855/full
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spelling crfrontiers:10.3389/fmars.2024.1406855 2024-09-09T19:57:54+00:00 The Black Sea near-past wave climate and its variability: a hindcast study Causio, Salvatore Federico, Ivan Jansen, Eric Mentaschi, Lorenzo Ciliberti, Stefania Angela Coppini, Giovanni Lionello, Piero 2024 http://dx.doi.org/10.3389/fmars.2024.1406855 https://www.frontiersin.org/articles/10.3389/fmars.2024.1406855/full unknown Frontiers Media SA https://creativecommons.org/licenses/by/4.0/ Frontiers in Marine Science volume 11 ISSN 2296-7745 journal-article 2024 crfrontiers https://doi.org/10.3389/fmars.2024.1406855 2024-06-18T04:05:35Z This study analyzed the past wave climate of the Black Sea region for the period from 1988 to 2021. The wave field has been simulated using the state-of-the-art, third-generation wave model WAVEWATCH III forced by the ECMWF reanalysis ERA5 winds, with the model resolution being the highest ever applied to the region in a basin-scale climate study. The surface currents provided by the Copernicus Marine Service have been included in the wave model to evaluate wave–current interactions. The wave model results have been validated with respect to satellite and buoy observations, showing that the simulation accurately reproduces the past evolution of the wave field, exceeding 0.9 correlation with respect to satellite data. The inclusion of wave–current interaction has been positively evaluated. Four statistics (significant wave height 5th and 95th percentiles, mean, and maxima) have been used to describe the wave field at seasonal timescale, showing a clear distinction between the Western (rougher sea conditions) and Eastern (calmer sea conditions) sub-basins. Furthermore, the intra-annual wave climate variability has been investigated using a Principal Component Analysis (PCA) and the Mann–Kendall test on significant wave height (SWH). This study represents the first time the PCA is applied to the region, identifying two main modes that highlight distinct features and seasonal trends in the Western and Eastern sub-basins. Throughout most seasons, the SWH trend is positive for the Eastern basin and negative for the Western basin. The PCA shows a regime shift with increasing eastward waves and decreasing north and north-eastward waves. Finally, SWH correlation (ρ) with four Teleconnection indexes (East Atlantic Pattern, Scandinavian Pattern, North Atlantic Oscillation, and East Atlantic/West Russia Pattern) revealed that the strongest ρ is observed with the Eastern–Atlantic–Western Russia teleconnection, with a peculiar spatial pattern of correlation, and is positive for the northwestern and negative for the ... Article in Journal/Newspaper North Atlantic North Atlantic oscillation Frontiers (Publisher) Kendall ENVELOPE(-59.828,-59.828,-63.497,-63.497) Western Basin Frontiers in Marine Science 11
institution Open Polar
collection Frontiers (Publisher)
op_collection_id crfrontiers
language unknown
description This study analyzed the past wave climate of the Black Sea region for the period from 1988 to 2021. The wave field has been simulated using the state-of-the-art, third-generation wave model WAVEWATCH III forced by the ECMWF reanalysis ERA5 winds, with the model resolution being the highest ever applied to the region in a basin-scale climate study. The surface currents provided by the Copernicus Marine Service have been included in the wave model to evaluate wave–current interactions. The wave model results have been validated with respect to satellite and buoy observations, showing that the simulation accurately reproduces the past evolution of the wave field, exceeding 0.9 correlation with respect to satellite data. The inclusion of wave–current interaction has been positively evaluated. Four statistics (significant wave height 5th and 95th percentiles, mean, and maxima) have been used to describe the wave field at seasonal timescale, showing a clear distinction between the Western (rougher sea conditions) and Eastern (calmer sea conditions) sub-basins. Furthermore, the intra-annual wave climate variability has been investigated using a Principal Component Analysis (PCA) and the Mann–Kendall test on significant wave height (SWH). This study represents the first time the PCA is applied to the region, identifying two main modes that highlight distinct features and seasonal trends in the Western and Eastern sub-basins. Throughout most seasons, the SWH trend is positive for the Eastern basin and negative for the Western basin. The PCA shows a regime shift with increasing eastward waves and decreasing north and north-eastward waves. Finally, SWH correlation (ρ) with four Teleconnection indexes (East Atlantic Pattern, Scandinavian Pattern, North Atlantic Oscillation, and East Atlantic/West Russia Pattern) revealed that the strongest ρ is observed with the Eastern–Atlantic–Western Russia teleconnection, with a peculiar spatial pattern of correlation, and is positive for the northwestern and negative for the ...
format Article in Journal/Newspaper
author Causio, Salvatore
Federico, Ivan
Jansen, Eric
Mentaschi, Lorenzo
Ciliberti, Stefania Angela
Coppini, Giovanni
Lionello, Piero
spellingShingle Causio, Salvatore
Federico, Ivan
Jansen, Eric
Mentaschi, Lorenzo
Ciliberti, Stefania Angela
Coppini, Giovanni
Lionello, Piero
The Black Sea near-past wave climate and its variability: a hindcast study
author_facet Causio, Salvatore
Federico, Ivan
Jansen, Eric
Mentaschi, Lorenzo
Ciliberti, Stefania Angela
Coppini, Giovanni
Lionello, Piero
author_sort Causio, Salvatore
title The Black Sea near-past wave climate and its variability: a hindcast study
title_short The Black Sea near-past wave climate and its variability: a hindcast study
title_full The Black Sea near-past wave climate and its variability: a hindcast study
title_fullStr The Black Sea near-past wave climate and its variability: a hindcast study
title_full_unstemmed The Black Sea near-past wave climate and its variability: a hindcast study
title_sort black sea near-past wave climate and its variability: a hindcast study
publisher Frontiers Media SA
publishDate 2024
url http://dx.doi.org/10.3389/fmars.2024.1406855
https://www.frontiersin.org/articles/10.3389/fmars.2024.1406855/full
long_lat ENVELOPE(-59.828,-59.828,-63.497,-63.497)
geographic Kendall
Western Basin
geographic_facet Kendall
Western Basin
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source Frontiers in Marine Science
volume 11
ISSN 2296-7745
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3389/fmars.2024.1406855
container_title Frontiers in Marine Science
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