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app-coastal-indicators-waves-projections

The application presents a range of European coastal indicators, including water levels, tidal ranges and ocean surface wave parameters under the impacts associated with climate change up the 2100. The indicators are useful for various coastal sectors and studies, for example assessing coastal flooding, coastal erosion, infrastructure planning and adaption studies.

This application is underpinned by the C3S datasets ‘Water level change indicators for the European coast from 1977 to 2100 derived from climate projections’. The oceanic wave indicators are calculated with ECMWF’s Stand-Alone Wave model (SAW) and the water-level indicators are calculated with Deltares Global Tide and Surge Model (GTSMv3.0) hydrodynamic model. These models were forced with meteorological data from ERA5 reanalysis (2001 to 2017) and a EURO-CORDEX model output for a historical period (1977 to 2005) and two future periods for different representative concentration pathways (2041 to 2070 for RCP 8.5 and 2070 to 2100 for RCP 4.5), termed ‘Reanalysis' & ‘Historical’, ‘RCP4.5’, ‘RCP8.5’ within the application.

The projections of these climate scenarios are based on a single combination of the regional and global climate models, users of these data should take in consideration that there is an inevitable underestimation of the uncertainty associated with this dataset.

The application consists of an interactive map centred on the European coastal domain with 4 selectable layers for given time-slices and scenarios. The map presents the tidal, sea-level and wave indicators spatially data aggregated onto marine regions or projected on to a regular latitude/longitude grid (a course and fine resolution, i.e., 1 degree and 0.1 degree). A “number of points” layer is included to give an indication of the density of data points when projected on to a regular grid. These points are called ‘station data’ and the density of these points are higher in coastal areas, versus open ocean, please refer to the dataset documentation for further details.

When spatial aggregation is set to "Marine regions", users can click on a marine region produce the focused view. The boxplot of all data points within that region for the 4 time-slices and scenarios. The marine regions are sourced from the "Marine Ecoregions of the World" openly available from the world-wildlife-fund.

When the spatial aggregation is set to "Coarse grid" or "Fine grid" users can click on a point on the interactive map to produce a focused view of that location. The focussed view contains a box plot of all the grid points within a given radius (default = 1.0°) of that point and a line plot presents the value of the closest station (non-interpolated data point). Users can select the radius using the input field. This focussed view can also be opened by searching a coastal city in the search field in the top right of the interactive map.

User-selectable parameters

  • Indicator: One of the 14 indicators listed in the input variables table
  • Spatial aggregation: Course grid, fine grid or marine regions.
  • Statistic: Multi-model ensemble statistic or return period. Only available for a subset of the indicators, please refer to the input variables table for more details
INPUT VARIABLES
Name Units Description Source
Annual highest high water m Annual highest high tide including mean sea level and sea level rise. Storm surge caused by atmospheric forcing is not taken into account. Water level change indicators
Annual lowest low water m Annual lowest low tide including mean sea level and sea level rise. Storm surge caused by atmospheric forcing is not taken into account. Water level change indicators
Annual mean highest high water m Annual average of the highest high tide of each tidal day (25 hour window) including mean sea level and sea level rise. Storm surge caused by atmospheric forcing is not taken into account. Water level change indicators
Annual mean lowest low water m Annual average of the lowest low tide of each tidal day (25 hour window) including mean sea level and sea level rise. Storm surge caused by atmospheric forcing is not taken into account. Water level change indicators
Epoch-mean highest high water m Highest high tide of each tidal day (25 hour window), including mean sea level and sea level rise, averaged over the 30-year period simulated. Storm surge caused by atmospheric forcing is not taken into account. Water level change indicators
Epoch-mean lowest low water m Lowest low tide of each tidal day (25 hour window), including mean sea level and sea level rise, averaged over the 30-year period simulated. Storm surge caused by atmospheric forcing is not taken into account. Water level change indicators
Highest astronomical tide m Highest astronomical tide over the 30-year period simulated. Water level change indicators
Lowest astronomical tide m Lowest astronomical tide over the 30-year period simulated. Water level change indicators
Mean sea level m Mean sea level including sea level rise observed over the 30-year period simulated. Storm surge caused by atmospheric forcing is not taken into account. Water level change indicators
Peak wave period s

The period of the most energetic ocean waves generated by local winds and associated with swell. Statistic options are available for:

Percentiles: 90th, 95th, 99th and 90th-100th percentile average

Return periods: 100 year

Ocean surface wave indicators
Significant wave height m

This parameter represents the average height of the highest third of surface ocean/sea waves generated by wind and swell. Statistic options are available for:

Percentiles: 90th, 95th, 99th and 90th-100th percentile average

Return periods: 100 year

Ocean surface wave indicators
Surge level m

Storm surge level, defined as the difference between the pure tide and the total water level simulations. Statistic options are available for:

Percentiles: 10th, 25th, 50th, 75th and 90th

Return periods: 2, 5, 10, 25, 50 and 100 years.

Water level change indicators
Tidal range m Average tidal range observed over the 30-year period simulated. Water level change indicators
Total water level m

Total water level, including tide, surge level and taking future sea level rise into account. Statistic options are available for:

Percentiles: 10th, 25th, 50th, 75th and 90th

Return periods: 2, 5, 10, 25, 50 and 100 years.

Water level change indicators