Published January 13, 2025 | Version v2

Input data fusion (wind insitu and wave MarineCopernicus) for XAI model Western Black Sea

  • 1. EDMO icon Maritime Hydrographic Directorate

Description

The dataset includes a fusion of the:

  1. meteorological information collected by the Maritime Hydrographic Directorate (MHD) since 2015 (www.dhmfn.ro) Specifically,  data gathered from seven automated weather stations at lighthouses along the Western coastline. These stations are part of the Romanian Navy's Marine Meteorological Surveillance Network, which monitors regional weather conditions. The stations continuously gather meteorological parameters at specific ground-level heights, including wind speed and direction.
  2. The CMEMS (Marine Copernicus) wave reanalysis dataset for the Black Sea provides a comprehensive record of wave conditions with a spatial resolution of approximately 2.5 km and hourly temporal resolution. Cited as:Staneva, J.; Ricker, M.; Behrens, A. Black Sea Waves Reanalysis (CMEMS BLK-Wave, EAS4 system), 2022. (accessed on 17 December 2024), https://doi.org/10.25423/CMCC/BLKSEA_MULTIYEAR_WAV_007_006_EAS4.

Files

Wind_MarineCopernicus_WBS_inputdata_modelXAI(MHD).csv

Files (22.2 MB)

Additional details

Related works

Is supplement to
Journal article: 10.3390/jmse13020199 (DOI)

Software

Development Status
Active

References

  • Mihailov, M.E.; Chirosca, A.V.; Chirosca, G. Fusion of In-Situ and Modelled Marine Data for Enhanced Coastal Dynamics Prediction Along the Western Black Sea Coast. J. Mar. Sci. Eng. 2025, 13, 199. https://doi.org/10.3390/jmse13020199