Performance Assessment of a Coupled Circulation–Wave Modelling System for the Northwest Atlantic
We present a modified version of a coupled circulation–wave modelling system for the northwest Atlantic (CWMS-NWA) by including additional physics associated with wave–current interactions. The latest modifications include a parameterization of Langmuir turbulence and surface flux of turbulent kinet...
Published in: | Journal of Marine Science and Engineering |
---|---|
Main Authors: | , , , |
Format: | Text |
Language: | English |
Published: |
Multidisciplinary Digital Publishing Institute
2025
|
Subjects: | |
Online Access: | https://doi.org/10.3390/jmse13020239 |
_version_ | 1826782325553233920 |
---|---|
author | Colin J. Hughes Jinyu Sheng William Perrie Guoqiang Liu |
author_facet | Colin J. Hughes Jinyu Sheng William Perrie Guoqiang Liu |
author_sort | Colin J. Hughes |
collection | MDPI Open Access Publishing |
container_issue | 2 |
container_start_page | 239 |
container_title | Journal of Marine Science and Engineering |
container_volume | 13 |
description | We present a modified version of a coupled circulation–wave modelling system for the northwest Atlantic (CWMS-NWA) by including additional physics associated with wave–current interactions. The latest modifications include a parameterization of Langmuir turbulence and surface flux of turbulent kinetic energy from wave breaking in vertical mixing. The performance of the modified version of CWMS-NWA during Hurricane Arthur in 2014 is assessed using in situ measurements and satellite data. Several error statistics are used to evaluate the model performance, including correlation (R), root mean square error (RMSE), normalized model variance of model errors (γ2) and relative bias (RB). It is found that the simulated surface waves (R ≈ 94.0%, RMSE ≈ 27.5 cm, γ2≈ 0.16) and surface elevations (R ≈ 97.3%, RMSE ≈ 24.0 cm, γ2≈ 0.07) are in a good agreement with observations. The large-scale circulation, hydrography and associated storm-induced changes in the upper ocean during Arthur are reproduced satisfactorily by the modified version of CWMS-NWA. Relative to satellite observations of the daily averaged sea surface temperature (SST), the model reproduces large-scale features as demonstrated by the error metrics: R ≈ 97.8%, RMSE ≈ 1.6 °C and RB ≈ 8.6 ×10−3°C. |
format | Text |
genre | Northwest Atlantic |
genre_facet | Northwest Atlantic |
geographic | Langmuir |
geographic_facet | Langmuir |
id | ftmdpi:oai:mdpi.com:/2077-1312/13/2/239/ |
institution | Open Polar |
language | English |
long_lat | ENVELOPE(-67.150,-67.150,-66.967,-66.967) |
op_collection_id | ftmdpi |
op_coverage | agris |
op_doi | https://doi.org/10.3390/jmse13020239 |
op_relation | Physical Oceanography https://dx.doi.org/10.3390/jmse13020239 |
op_rights | https://creativecommons.org/licenses/by/4.0/ |
op_source | Journal of Marine Science and Engineering Volume 13 Issue 2 Pages: 239 |
publishDate | 2025 |
publisher | Multidisciplinary Digital Publishing Institute |
record_format | openpolar |
spelling | ftmdpi:oai:mdpi.com:/2077-1312/13/2/239/ 2025-03-16T15:31:59+00:00 Performance Assessment of a Coupled Circulation–Wave Modelling System for the Northwest Atlantic Colin J. Hughes Jinyu Sheng William Perrie Guoqiang Liu agris 2025-01-26 application/pdf https://doi.org/10.3390/jmse13020239 eng eng Multidisciplinary Digital Publishing Institute Physical Oceanography https://dx.doi.org/10.3390/jmse13020239 https://creativecommons.org/licenses/by/4.0/ Journal of Marine Science and Engineering Volume 13 Issue 2 Pages: 239 wave-current interactions Langmuir turbulence wave breaking northwest Atlantic Ocean performance Text 2025 ftmdpi https://doi.org/10.3390/jmse13020239 2025-02-17T01:26:25Z We present a modified version of a coupled circulation–wave modelling system for the northwest Atlantic (CWMS-NWA) by including additional physics associated with wave–current interactions. The latest modifications include a parameterization of Langmuir turbulence and surface flux of turbulent kinetic energy from wave breaking in vertical mixing. The performance of the modified version of CWMS-NWA during Hurricane Arthur in 2014 is assessed using in situ measurements and satellite data. Several error statistics are used to evaluate the model performance, including correlation (R), root mean square error (RMSE), normalized model variance of model errors (γ2) and relative bias (RB). It is found that the simulated surface waves (R ≈ 94.0%, RMSE ≈ 27.5 cm, γ2≈ 0.16) and surface elevations (R ≈ 97.3%, RMSE ≈ 24.0 cm, γ2≈ 0.07) are in a good agreement with observations. The large-scale circulation, hydrography and associated storm-induced changes in the upper ocean during Arthur are reproduced satisfactorily by the modified version of CWMS-NWA. Relative to satellite observations of the daily averaged sea surface temperature (SST), the model reproduces large-scale features as demonstrated by the error metrics: R ≈ 97.8%, RMSE ≈ 1.6 °C and RB ≈ 8.6 ×10−3°C. Text Northwest Atlantic MDPI Open Access Publishing Langmuir ENVELOPE(-67.150,-67.150,-66.967,-66.967) Journal of Marine Science and Engineering 13 2 239 |
spellingShingle | wave-current interactions Langmuir turbulence wave breaking northwest Atlantic Ocean performance Colin J. Hughes Jinyu Sheng William Perrie Guoqiang Liu Performance Assessment of a Coupled Circulation–Wave Modelling System for the Northwest Atlantic |
title | Performance Assessment of a Coupled Circulation–Wave Modelling System for the Northwest Atlantic |
title_full | Performance Assessment of a Coupled Circulation–Wave Modelling System for the Northwest Atlantic |
title_fullStr | Performance Assessment of a Coupled Circulation–Wave Modelling System for the Northwest Atlantic |
title_full_unstemmed | Performance Assessment of a Coupled Circulation–Wave Modelling System for the Northwest Atlantic |
title_short | Performance Assessment of a Coupled Circulation–Wave Modelling System for the Northwest Atlantic |
title_sort | performance assessment of a coupled circulation–wave modelling system for the northwest atlantic |
topic | wave-current interactions Langmuir turbulence wave breaking northwest Atlantic Ocean performance |
topic_facet | wave-current interactions Langmuir turbulence wave breaking northwest Atlantic Ocean performance |
url | https://doi.org/10.3390/jmse13020239 |