TY - GEN AU - Peter Janssen AB - The ECMWF freak wave warning system is based on a random time series analysis using the envelope wave height. The key quantity of interest is the maximum envelope wave height distribution which for (weakly) nonlinear systems depends on envelope skewness and kurtosis. Expressions for skewness and kurtosis for general spectra are presented, but they are very cumbersome. Therefore, a simple parametrization of skewness and kurtosis of the bound waves and the contribution of the free waves to kurtosis is presented. These parametrisations are validated against computations using the theoretical expressions of the statistical parameters. By adjusting a few parameters in the parametrizations a good agreement with the ’exact’ computations is found. These parametrizations have been introduced in the operational version of ECMWF’s freak wave warning system. BT - Technical Memoranda CY - Reading DA - 08/2025 DO - 10.21957/af89ffdc01 M1 - 930 N2 - The ECMWF freak wave warning system is based on a random time series analysis using the envelope wave height. The key quantity of interest is the maximum envelope wave height distribution which for (weakly) nonlinear systems depends on envelope skewness and kurtosis. Expressions for skewness and kurtosis for general spectra are presented, but they are very cumbersome. Therefore, a simple parametrization of skewness and kurtosis of the bound waves and the contribution of the free waves to kurtosis is presented. These parametrisations are validated against computations using the theoretical expressions of the statistical parameters. By adjusting a few parameters in the parametrizations a good agreement with the ’exact’ computations is found. These parametrizations have been introduced in the operational version of ECMWF’s freak wave warning system. PB - ECMWF PP - Reading PY - 2025 T2 - Technical Memoranda TI - Review of Freak Wave Research at ECMWF UR -   ER -