Impact of assimilating FY-3C MWHS2 data in the RMAPS-ST forecast system on its rainfall forecasts

Auligne, 2007, Adaptive bias correction of satellite data in numerical weather prediction system, Q. J. R. Meteorol. Soc., 133, 631, 10.1002/qj.56 Barker, 2012, The weather research and forecasting model’s community variational/ensemble data assimilation system: WRFDA, Bull. Amer. Meteor. Soc., 93, 831, 10.1175/BAMS-D-11-00167.1 Dong, 2014, Assimilation of FY-3A microwave observations and simulation of brightness temperature under cloudy and rainy condition, J. Trop. Meteorol., 30, 302 Du, 2012, Bias correction for FY-3A microwave sounding data with its application to typhoon track forecast, J. Appl. Meteorol. Sci., 23, 89 Eyre, 2020, Assimilation of satellite data in numerical weather prediction. Part I: The early years, Q. J. R. Meteorol. Soc., 146, 49, 10.1002/qj.3654 Gong, 2013, Data assimilation: a key technology for NWP-technical review of data assimilation in ECMWF, Adv. Meteorol. Sci. Technol., 3, 6 Guo, 2014, Simulation of the radiometric characteristics of 118 GHz and 183 GHz channels for FY-3 C new microwave radiometer sounder, J. Infrared Millim. Waves, 33, 481 Harris, 2001, A satellite radiance-bias correction scheme for data assimilation, Quart. J. Roy. Meteor. Soc., 127, 1453, 10.1002/qj.49712757418 Lawrence, 2018, Evaluation and assimilation of the microwave sounder MWHS-2 Onboard FY-3C in the ECMWF numerical weather prediction system, IEEE Trans. Geosci. Remote Sens., 56, 3333, 10.1109/TGRS.2018.2798292 Ren, 2009, The use of microwave satellite data affected by cloud in numerical forecast of typhoon, J. Appl. Meteorol. Sci., 20, 137 Saunders, R., 2013. RTTOV-11 science and validation report. NWPSAF-MO-TV-032, V1.1. Zhong, 2020, Impact of soil moisture on winter 2-m temperature forecasts in northern China, J. Hydrometeor., 21, 597, 10.1175/JHM-D-19-0060.1 Zou, 2000, Studies on the initialization and simulation of a mature hurricane using a variational bogus data assimilation scheme, J. Atmos. Sci., 57, 836, 10.1175/1520-0469(2000)057<0836:SOTIAS>2.0.CO;2 Zhu, L., Qin, Z., 2018. Assimilation for FY-3C Microwave Humidity Sounder II in GRAPES-GFS model. Nanjing University of Information Science & Technology. 37-64. (Master dissertation).