Rain Effects on ASCAT-Retrieved Winds: Toward an Improved Quality Control

Abstract

The quality of the Ku-band scatterometer derived winds is known to be degraded by the presence of rain. Little work has been done in characterizing the impact of rain on C-band scatterometer winds, such as those from the Advanced Scatterometer (ASCAT) on board Metop-A. In this study, the rain impact on the ASCAT operational Level 2 quality control (QC) and retrieved winds are investigated using the European Centre for Medium-range Weather Forecasts (ECMWF) model winds, the Tropical Rainfall Measuring Mission's (TRMM) Microwave Imager (TMI) rain data, and tropical buoy wind and precipitation data as reference. In contrast to Ku-band, it is shown that C-band is much less affected by direct rain effects, such as ocean splash, but effects of increased wind variability appear to dominate ASCAT wind retrieval. ECMWF winds do not well resolve the air flow under rainy conditions. ASCAT winds do, but also show artefacts in both the wind speed and the wind direction distributions for high rain rates. The operational QC proves to be effective in screening these artefacts, but at the expense of many valuable winds. An image processing method, known as the singularity analysis, is proposed in this study to complement the current QC and its potential is illustrated. QC at higher resolution is also expected to result in improved screening of high rain rates