Observing Tropical Cyclone Morphology Using RADARSAT-2 and Sentinel-1 Synthetic Aperture Radar Images

IF 1.9 4区 地球科学 Q2 ENGINEERING, OCEAN Journal of Atmospheric and Oceanic Technology Pub Date : 2023-05-05 DOI:10.1175/jtech-d-22-0053.1
Jessie C. Moore Torres, Christopher R. Jackson, Tyler W. Ruff, S. Helfrich, R. Romeiser
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Abstract

Since the 1960’s, meteorological satellites have been able to monitor tropical cyclones and typhoons. Their images have been acquired by passive remote sensing instruments that operate in the visible and infrared bands, where they only display the cloud-top structure of tropical cyclones and make it a challenge to study the air-sea interaction near the sea surface. On the other hand, active remote sensors, such as spaceborne microwave scatterometers and synthetic aperture radars (SARs), can “see” through clouds and facilitate observations of the air-sea interaction processes. However, SAR acquires images and provides the wind field at a much higher resolution, where the eye of a tropical cyclone at surface level can be identified. The backscattered signals received by the SAR can be processed into a high-resolution image and calibrated to represent the normalized radar cross-section (NRCS) of the sea surface. In this study, 33 RADARSAT-2 and 102 Sentinel-1 SAR images of Atlantic and Indian Ocean tropical cyclones and Pacific typhoons from 2016-2021, which display eye structure, have been statistically analyzed with ancillary tropical cyclone intensity information. To measure the size of the eye, a 34-kt contour is defined around it and the amount and size of pixels within the eye is utilized to provide its area in km2. Additionally, an azimuthal wavenumber for each shape of the eye was assigned. Results showed that eye areas increase with decreasing wind speed and increasing wavenumber and demonstrate that SAR-derived data is useful for studying tropical cyclones at the air-sea interface and provide results of these behaviors closely to data derived from best-track archives.
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利用RADARSAT-2和Sentinel-1合成孔径雷达图像观测热带气旋形态
自20世纪60年代以来,气象卫星已经能够监测热带气旋和台风。它们的图像是由在可见光和红外波段工作的被动遥感仪器获取的,在那里它们只显示热带气旋的云顶结构,这使得研究海面附近的海气相互作用成为一项挑战。另一方面,有源遥感器,如星载微波散射计和合成孔径雷达,可以“看透”云层,促进对海空相互作用过程的观测。然而,SAR获取图像并以更高的分辨率提供风场,从而可以识别地表热带气旋的风眼。SAR接收到的后向散射信号可以被处理成高分辨率图像,并被校准以表示海面的归一化雷达截面(NRCS)。在这项研究中,使用辅助热带气旋强度信息对2016-2021年大西洋和印度洋热带气旋和太平洋台风的33张RADARSAT-2和102张Sentinel-1 SAR图像进行了统计分析,这些图像显示了风眼结构。为了测量眼睛的大小,在眼睛周围定义了一个34kt的轮廓,并利用眼睛内像素的数量和大小来提供其面积(km2)。此外,还为每种眼睛形状指定了方位波数。结果表明,风眼面积随着风速的降低和波数的增加而增加,并表明SAR导出的数据对于研究海空界面的热带气旋是有用的,并提供了与最佳轨迹档案中导出的数据密切相关的这些行为的结果。
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来源期刊
CiteScore
4.50
自引率
9.10%
发文量
135
审稿时长
3 months
期刊介绍: The Journal of Atmospheric and Oceanic Technology (JTECH) publishes research describing instrumentation and methods used in atmospheric and oceanic research, including remote sensing instruments; measurements, validation, and data analysis techniques from satellites, aircraft, balloons, and surface-based platforms; in situ instruments, measurements, and methods for data acquisition, analysis, and interpretation and assimilation in numerical models; and information systems and algorithms.
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