Impact of Oceansat-2 Scatterometer Winds and TMI Observations on Phet Cyclone Simulation

被引:25
|
作者
Kumar, Prashant [1 ]
Kumar, K. P. Harish [2 ]
Pal, Pradip Kumar [1 ]
机构
[1] Indian Space Res Org, Div Atmospher Sci, Atmospher & Ocean Sci Grp, Ctr Space Applicat, Ahmadabad 380015, Gujarat, India
[2] Indian Air Force, Air Force Adm Coll, Fac Meteorol, New Delhi 110106, India
来源
关键词
Assimilation; ocean surface winds; Oceansat-2; Tropical Rainfall Measuring Mission (TRMM) Microwave Imager (TMI); Weather Research and Forecasting (WRF) model; ASSIMILATION; MODEL; ALGORITHM; SYSTEM; SSM/I;
D O I
10.1109/TGRS.2012.2221720
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
The Indian Space Research Organisation launched the Oceansat-2 scatterometer (OSCAT) for atmospheric and oceanographic applications. In this paper, a case study has been performed to assess the impact of OSCAT-retrieved wind vectors on the simulation of tropical cyclone Phet over the Arabian Sea. Three-dimensional variational data assimilation of the Weather Research and Forecasting model is used for this purpose. In addition to OSCAT winds, wind speed and precipitable water derived from the Tropical Rainfall Measuring Mission (TRMM) Microwave Imager (TMI) are also used for assimilation to evaluate the impact of scatterometer and radiometer data on tropical cyclone prediction. Results show that an similar to 60-km track error is observed in control and TMI experiments when compared with Joint Typhoon Warning Center observed cyclone center at 1800 UTC 01 June 2010. An approximately 40-km track error is determined in the initial center position of OSCAT experiments. The mean track error forecast is less in OSCAT experiments (similar to 80 km) in comparison with TMI experiments (similar to 110 km). Only OSCAT data experiments are able to predict the track of the cyclone toward the Oman coast. Assimilation of scatterometer wind direction improves the track forecast; but it degrades the forecast of the intensity, maximum magnitude, and evolution of the cyclone. None of these experiments are able to capture the observed minimum sea level pressure (964 hPa at 1200 UTC 02 June 2010) accurately. TMI experiments are slightly better than OSCAT experiments in capturing the intensity of cyclone Phet, whereas wind direction from OSCAT improves the track forecast of the cyclone.
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页码:3774 / 3779
页数:6
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