High-resolution operational NWP for forecasting meteotsunamis

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High-resolution operational NWP for forecasting meteotsunamis Martina Tudor1, Jadranka Šepić2, Ivica Vilibić2, Hrvoje Mihanović2, Kristian Horvath 1 and Ivica Janeković3,4 1 Croatian Meteorological and Hydrological Service, Zagreb, Croatia 2 Insititute for Oceanography and Fisheries, Split, Croatia 3 Ruđer Bošković Institute, Zagreb, Croatia 4 The University of Western Australia, School of Civil, Environmental and Mining Engineering & UWA Oceans Institute, Crawley, WA 6009, Australia Meteorological tsunamis – several metres high long-ocean waves generated by intense small-scale air pressure disturbances – which occasionally cause substantial damage to coastal towns of the Adriatic Sea (e.g. Vela Luka, Stari Grad, Mali Lošinj) ABSTRACT Meteorological tsunamis are long-ocean waves generated by intense small-scale air pressure disturbances. They can be several metres high and cause substantial damage to coastal towns. The main objective of the “Meteotsunamis, destructive long ocean waves in the tsunami frequency band: from observations and simulations towards a warning system” (MESSI) project is to build a reliable prototype of a meteotsunami warning system. Atmospheric numerical weather prediction models represent one of the main components of any meteotsunami warning system. The non-hydrostatic 2km resolution ALADIN-ALARO forecast running operationally in Meteorological and Hydrological Service of Croatia is an obvious candidate. Preliminary analyses of its operational outputs, which have been available since July 2011, reveal the presence of travelling small-scale pressure disturbances capable to excite meteotsunamis. However, the comparison of forecast pressure evolution to the measured data shows that the intensity of the observed pressure disturbances is simulated fairly by the model, but at a slightly different position and time, and propagate with slightly different speed and direction. Meteotsunamis are known to be highly sensitive to these parameters. One-minute model time-step is used for reproducing the disturbances. This allows for an accurate estimate of the error in the position, shape, variability in space and time, as well as speed and direction of the model disturbances with respect to those know to have generated meteotsunamis. Supplementary, an attempt to improve the operational forecast is documented, based on an use of more realistic SST, e.g.coming from the ROMS ocean model, and more realistic physiography of the terrain surrounding the Adriatic sea. The recent meteotsunamis are investigated using available atmospheric data and meso-scale atmospheric model ALADIN with ALARO physics package. ALADIN-ALARO model is used for reproduction of travelling air pressure disturbances during the Adriatic meteotsunami events. Spatial, temporal and spectral properties of the meteotsunamigenic disturbances (travelling air pressure disturbances) are documented and assessed. Recently, it has been shown that the physiography fields used by the model are of too low resolution and contain errors in the Adriatic area. These data have been replaced with more accurate data. More importantly, the sea surface temperature (SST) used in the model forecast arrives from the global model that is used for lateral boundary conditions. It has been shown that model SST can be quite far from real values over the Adriatic, especially over the coastal areas, such as in the WAC and Kvarner bay. Here we analyse if using more realistic SST, such as from the ROMS ocean model, and more realistic physiography of the terrain surrounding the Adriatic sea, can improve the forecast of intense small-scale pressure disturbances that can generate meteotsunamis. Can these pressure disturbances be forecast by an operational NWP model? Figure: Air pressure measured on stations Vrboska (blue, Hvar island), Vis (red) and Vela Luka (green) with one second data interval during a widespread meteotsunami event on 25-26 June 2014, maintained by Institute fo Oceanography and Fisheries . Figure: The SST in the operational forecast (left), when using SST from OSTIA (middle) and ROMS (right). SST influences the stability of the lower portion of the troposphere and the possibility of generating and propagating pressure disturbances. Figure: The differences between SSTs: in the operational forecast minus OSTIA (left), OPER-ROMS (middle) and OSTIA -ROMS (right). In this case, ROMS is warmest above open sea and consequently lower layers of troposphere are less stable. Percentage of land In a grid point OLD Percentage of land In a grid point NEW Terrain roughness (Z0) OLD Terrain roughness (Z0) NEW The fields describing the underlying terrain had many flaws. This was operational at the time of June 2014. The new fields are more realistic but also considerably different. From Šepić et al. | DOI: 10.1038/srep11682 Illustration of the meteotsunami generation processes. Numerous atmospheric gravity waves (represented by bubbles) are generated at the interface of unstable and stable atmospheric layer at places of strong wind shear. Atmospheric gravity wave propagating with speed U (represented by the red wave), which is equal to wind speed (u) of unstable layer, becomes trapped and propagates in the stable layer as a “duct wave”. Vertical energy loss and dissipation of the duct wave is prevented by an unstable layer. Air pressure change (a surface manifestation of atmospheric gravity waves) generates long-ocean waves which can be amplified through several processes: (1) Proudman resonance (due to matching of long-ocean waves speed and speed of atmospheric gravity wave); (2) shelf amplification (due to shoaling); and (3) harbour resonance (due to matching of frequency of incoming long-ocean waves and harbour eigenperiods). Incoming ocean waves can be amplified more than 100 times before hitting the coast as a destructive meteotsunami. Numbers shown in figure are for illustration only and are highly dependent on the properties of the atmospheric gravity waves, bathymetry and topography of the impacted area. Figures show measured pressure (black line, 10 min interval) and output every time step (1 min) from operational run and experiments using SST from OSTIA and ROMS, new surface representation alone and in combination with ROMS. Both SST and roughness of the surrounding land surfaces influence the development, intensity and location of high frequency oscillations in pressure.