Typhoon Maximum Sustained Wind Estimation Using Combined GNSS-Reflectometry and Scatterometer (CoGREAT): Initial Results From GNOS-R and WindRAD on FengYun-3E

被引:0
|
作者
Wan, X. [1 ]
Liu, Baojian [2 ]
Guo, Z. [1 ]
Xia, Z. [3 ]
Zhang, T. [3 ]
Hu, X. [4 ]
Wan, Wei [1 ]
机构
[1] Peking Univ, Inst Remote Sensing & GIS, Sch Earth & Space Sci, Beijing 100871, Peoples R China
[2] Beijing Forestry Univ, Sch Soil & Water Conservat, Beijing 100083, Peoples R China
[3] Beijing Inst Satellite Informat Engn, State Key Lab Space Ground Integrated Informat Tec, Beijing 100095, Peoples R China
[4] China Meteorol Adm, Natl Satellite Meteorol Ctr, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
Tropical cyclones; Radar measurements; Estimation; Spaceborne radar; Wind speed; Spatial resolution; Rain; Satellite broadcasting; Radiometers; L-band; FengYun-3E (FY-3E); global navigation satellite system-reflectometry (GNSS-R) combined scatterometer; GNSS occultation sounder-reflectometry (GNOS-R); typhoon maximum sustained wind (MSW) estimation; wind radar (WindRAD); GEOPHYSICAL MODEL FUNCTION; OCEAN SURFACE WIND; SPEED; RETRIEVAL;
D O I
10.1109/TGRS.2024.3520709
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
Global navigation satellite system-reflectometry (GNSS-R) is capable of typhoon wind speed (WS) detection, benefiting from its unique feature of L-band forward-scattered signal with frequent temporal revisits. However, the fluctuation and deviation in observations limit the performance. Conversely, the C-band scatterometer can provide stable observations with a larger width, while the backscattered signal tends to be saturated when WSs exceed 25 m/s, accompanying rain attenuation. The complementary advantages of GNSS-R and scatterometer offer a novel strategy for typhoon maximum sustained wind (MSW) estimation. This study first explores the potential of typhoon MSW estimation using data provided by the GNSS occultation sounder-reflectometry (GNOS-R) and Wind Radar (WindRAD) codeployed on China's polar-orbiting meteorological satellite FengYun-3E (FY-3E). A typhoon MSW estimation method using combined GNSS-reflectometry and scatterometer (CoGREAT) was proposed, considering the distance from the typhoon center, the WS, and the rain attenuation. The experimental results of five typhoon cases in the Western Pacific show that CoGREAT outperforms GNOS-R-only and WindRAD-only methods for various grades of typhoons, achieving an overall absolute bias of 2.77 m/s taking the typhoon best-track (BST) dataset as the reference. Removing GNOS-R or WindRAD observations in CoGREAT reduces accuracy by 0.86 or 3.39 m/s, respectively, but still outperforms single-source methods without weight factors. In addition, using the typhoon center information provided by FengYun-4B (FY-4B) further proves that the method can be extended to near-real-time MSW estimation. This study provides a valuable reference for similar observation modes.
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页数:18
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