Performance evaluation of a global CMIP6 single forcing, multi wave model ensemble of wave climate simulations

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Lemos, Gil and Semedo, Alvaro and Kumar, Rajesh and Dobrynin, Mikhail and Akpinar, Adem and Kamranzad, Bahareh and Bidlot, Jean and Lobeto, Hector (2023) Performance evaluation of a global CMIP6 single forcing, multi wave model ensemble of wave climate simulations. Ocean Modelling, 184. 102237. (https://doi.org/10.1016/j.ocemod.2023.102237)

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Abstract

A performance evaluation is conducted for a state-of-the-art Coupled Model Intercomparison Project Phase 6 (CMIP6)-derived ensemble of global wave climate simulations. A single-model (forcing), single-scenario approach is considered to build the ensemble, where the differentiating factor between each member is the wave model or physics parameterization used to simulate waves. The 7-member ensemble is evaluated for the 1995-2014 historical period, highlighting the impact of the multiple source terms on its robustness. The ensemble’s ability to accurately represent the present wave climate is assessed through an extensive comparison with long-term ERA5 reanalysis and in-situ observational data. Relevant aspects such as the depiction of extremes and natural wave climate variability are analyzed, and inter-member uncertainties are quantified. Overall, the results indicate that the ensemble is able to accurately simulate the global wave climate, regarding the significant wave height ( H S ), mean and peak wave periods ( T m and T p , respectively) and mean wave direction ( M W D ). However, we show that using multiple wave models and parameterizations should be cautiously considered when building ensembles, even under the same forcing conditions. Model-parameterization-induced ensemble spreads during the historical period are found to be high, compromising the robustness of projected changes in wave parameters towards the end of the 21 st century across several areas of the global ocean.

ORCID iDs

Lemos, Gil, Semedo, Alvaro, Kumar, Rajesh, Dobrynin, Mikhail, Akpinar, Adem, Kamranzad, Bahareh ORCID logoORCID: https://orcid.org/0000-0002-8829-6007, Bidlot, Jean and Lobeto, Hector;
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