Helen is currently trialling the indirect assimilation of radar reflectivities using 1D+3DVar in the UK 4-km model (UK4) and the 1.5-km nowcasting development project model (NDP), as well as testing it in the UK 1.5-km model (UKV).
Helen is trialling the indirect assimilation of radar reflectivities in the UK4 and the NDP, and is testing it in the UKV. The indirect assimilation of reflectivity data involves using 1D-Var to create columns of pseudo-observations of temperature and relative humidity, combining the reflectivity data and the model background. These are then assimilated with 3D-Var or 4D-Var during a standard data-assimilation cycle. Reflectivity data is available from all of the UK radar network as well as two radars in the Republic of Ireland: a total of 18 radars; it is provided on 4 or 5 scan levels, at 1-degree by 300-metre resolution every 5 minutes; the maximum range of the scans is 250 km. For the purposes of trialling one full set of scans will be used at 3-hourly (UK4) or 1-hourly (NDP) intervals. It is hoped that the assimilation will improve the forecast of precipitation rates - especially in the early stages of the forecast (0-6 hours).
Helen has carried out trials of the 3D-Var assimilation of Doppler radial winds in the UK4. Doppler radar measurements are currently available at four radar stations in the South of the UK (Chenies, Clee Hill, Cobbacombe and Dean Hill) and two radar stations in Scotland (Drium-A-Starraig and Hill of Dudwick). They provide radial wind observations out to a maximum radius of 100 km at various elevations (the exact elevations vary with radar station, but they are all between 1 and 9 degrees). Observations are provided every 1 degree azimuthally and every 600-metre radially, every 5 minutes, and thus give radial wind measurements with high spatial and temporal resolution. It is hoped that assimilation of this data will improve the local representation of wind velocity and therefore also the location of convergence/divergence and hence of local rain features, and it is thus very important for high-resolution nowcasting and short-range forecasting. The trialling Helen carried out, with assimilation of the data once every 3 hours and thinned to the UM grid (4 km), has shown an overall neutral impact in forecast skill, but, importantly, an improvement in precipitation location.
Helen previously worked on the 4D-Var assimilation of radar-derived instantaneous precipitation rates. Accurate knowledge of the location and rate of precipitation is essential for flood prediction. Met Office radar data provides high-resolution (5 km resolution every 15 minutes, and now 2 and 1 km resolutions every five minutes) precipitation-rate data covering the entire UK. At present radar precipitation rates are incorporated into the model by latent-heat nudging, rather than being assimilated directly with 4D-Var. By assimilating the precipitation data into the model using 4D-Var, a better analysis of the state of the atmosphere should be obtained, as other model variables adjust to the measured rainfall rates. The study Helen carried out involving different cases with diverse synoptic conditions suggested that 4D-Var precipitation assimilation in its current state provides an improvement over latent-heat nudging of precipitation data when there is predominantly large-scale precipitation. Latent-heat nudging remains superior in the largely convective situations. This is true both for the location of the precipitation and the average precipitation rate.
Prior to joining the Met Office, Helen achieved a double-first physics degree (BA) and MSci at Cambridge University. In 2004 Helen completed a PhD in Astrophysics, also at Cambridge, studying high redshift clusters of galaxies. She then worked as a post-doctoral researcher at Arcetri Observatory in Florence studying very high redshift galaxies, and subsequently as an assistant editor of the journal Advanced Materials at Wiley-VCH in Weinheim.
She joined the Met Office in December 2007 and has worked on the 4D-Var assimilation of radar-derived precipitation rates in the NAE, the 3D-Var assimilation of Doppler radial winds in the UK4 and the indirect assimilation of radar reflectivities..
Last updated: 21 February 2014