The Controlled Four-Parameter Method for Cross-Assignment of Directional Wave Systems
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arXiv
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| Auteurs principaux: | , , , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866916830613864448 |
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| author | Santos, Andre Luiz Cordeiro dos Santos, Felipe Marques dos Violante-Carvalho, Nelson Carvalho, Luiz Mariano Venceslau, Helder Manoel |
| author_facet | Santos, Andre Luiz Cordeiro dos Santos, Felipe Marques dos Violante-Carvalho, Nelson Carvalho, Luiz Mariano Venceslau, Helder Manoel |
| contents | Cross-assignment of directional wave spectra is a critical task in wave data assimilation. Traditionally, most methods rely on two-parameter spectral distances or energy ranking approaches, which often fail to account for the complexities of the wave field, leading to inaccuracies. To address these limitations, we propose the Controlled Four-Parameter Method (C4PM), which independently considers four integrated wave parameters. This method enhances the accuracy and robustness of cross-assignment by offering flexibility in assigning weights and controls to each wave parameter. We compare C4PM with a two-parameter spectral distance method using data from two buoys moored 13 km apart in deep water. Although both methods produce negligible bias and high correlation, C4PM demonstrates superior performance by preventing the occurrence of outliers and achieving a lower root mean square error across all parameters. The negligible computational cost and customization make C4PM a valuable tool for wave data assimilation, improving the reliability of forecasts and model validations. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2412_09542 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | The Controlled Four-Parameter Method for Cross-Assignment of Directional Wave Systems Santos, Andre Luiz Cordeiro dos Santos, Felipe Marques dos Violante-Carvalho, Nelson Carvalho, Luiz Mariano Venceslau, Helder Manoel Atmospheric and Oceanic Physics Cross-assignment of directional wave spectra is a critical task in wave data assimilation. Traditionally, most methods rely on two-parameter spectral distances or energy ranking approaches, which often fail to account for the complexities of the wave field, leading to inaccuracies. To address these limitations, we propose the Controlled Four-Parameter Method (C4PM), which independently considers four integrated wave parameters. This method enhances the accuracy and robustness of cross-assignment by offering flexibility in assigning weights and controls to each wave parameter. We compare C4PM with a two-parameter spectral distance method using data from two buoys moored 13 km apart in deep water. Although both methods produce negligible bias and high correlation, C4PM demonstrates superior performance by preventing the occurrence of outliers and achieving a lower root mean square error across all parameters. The negligible computational cost and customization make C4PM a valuable tool for wave data assimilation, improving the reliability of forecasts and model validations. |
| title | The Controlled Four-Parameter Method for Cross-Assignment of Directional Wave Systems |
| topic | Atmospheric and Oceanic Physics |
| url | https://arxiv.org/abs/2412.09542 |