Assimilation of Feng-Yun-3B Satellite Microwave Humidity Sounder Data over Land

摘要

The ECMWF has been assimilating Feng-Yun-3B (FY-3B) satellite microwave humidity sounder (MWHS) data over ocean in an operational forecasting system since 24 September 2014.It is more difficult,however,to assimilate microwave observations over land and sea ice than over the open ocean due to higher uncertainties in land surface temperature,surface emissivity and less effective cloud screening.We compare approaches in which the emissivity is retrieved dynamically from MWHS channel 1 [150 GHz (vertical polarization)] with the use of an evolving emissivity atlas from 89 GHz observations from the MWHS onboard NOAA and EUMETSAT satellites.The assimilation of the additional data over land improves the fit of short-range forecasts to other observations,notably ATMS (Advanced Technology Microwave Sounder) humidity channels,and the forecast impacts are mainly neutral to slightly positive over the first five days.The forecast impacts are better in boreal summer and the Southern Hemisphere.These results suggest that the techniques tested allow for effective assimilation of MWHS/FY-3B data over land.