Impact of rain on wave retrieval from Sentinel-1 synthetic aperture radar images in tropical cyclones

التفاصيل البيبلوغرافية
العنوان: Impact of rain on wave retrieval from Sentinel-1 synthetic aperture radar images in tropical cyclones
المؤلفون: Y.Y. Hu, X.Z. Yuan, Weizeng Shao, X.B. Zhao, L.B. Zhao, Y. Gao
المصدر: Advances in Space Research. 67:3072-3086
بيانات النشر: Elsevier BV, 2021.
سنة النشر: 2021
مصطلحات موضوعية: Synthetic aperture radar, Atmospheric Science, 010504 meteorology & atmospheric sciences, Mean squared error, Aerospace Engineering, Astronomy and Astrophysics, 01 natural sciences, Wind speed, Wave model, Wavelength, Geophysics, Space and Planetary Science, 0103 physical sciences, General Earth and Planetary Sciences, Environmental science, Satellite, Altimeter, Tropical cyclone, 010303 astronomy & astrophysics, 0105 earth and related environmental sciences, Remote sensing
الوصف: The main objective of our work was to investigate the impact of rain on wave observations from C-band (~5.3 GHz) synthetic aperture radar (SAR) in tropical cyclones. In this study, 10 Sentinel-1 SAR images were available from the Satellite Hurricane Observation Campaign, which were taken under cyclonic conditions during the 2016 hurricane season. The third-generation wave model, known as Simulating WAves Nearshore (SWAN) (version 41.31), was used to simulate the wave fields corresponding to these Sentinel-1 SAR images. In addition, rainfall data from the Tropical Rainfall Measuring Mission satellite passing over the spatial coverage of the Sentinel-1 SAR images were collected. The simulated results were validated against significant wave heights (SWHs) from the Jason-2 altimeter and European Centre for Medium-Range Weather Forecasts data, revealing a root mean square error (RMSE) of ~0.5 m with a 0.25 scatter index. Winds retrieved from the VH-polarized Sentinel-1 SAR images using the Sentinel-1 Extra Wide-swath Mode Wind Speed Retrieval Model after Noise Removal were taken as prior information for wave retrieval. It was discovered that rain did indeed affect the SAR wave retrieval, as evidenced by the 3.21-m RMSE of SWHs between the SAR images and the SWAN model, which was obtained for the ~1000 match-ups with raindrops. The raindrops dampened the wave retrieval when the rain rate was 0.05 rad/m (~125 m wavelength) was clearly observed in the SAR-derived wave spectra.
تدمد: 0273-1177
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::aabdd4d6ec14be9cd27f0338e56fc368
https://doi.org/10.1016/j.asr.2021.01.050
حقوق: CLOSED
رقم الأكسشن: edsair.doi...........aabdd4d6ec14be9cd27f0338e56fc368
قاعدة البيانات: OpenAIRE