Retrieval of Rain Rates for Tropical Cyclones From Sentinel-1 Synthetic Aperture Radar Images
نویسندگان
چکیده
The purpose of this study was to develop a method for retrieving the rain rate from C-band (∼5.3 GHz) synthetic aperture radar (SAR) images during tropical cyclones (TCs). Seven dual-polarized (vertical-vertical [VV] and vertical-horizontal [VH]) Sentinel-1 (S-1) SAR were acquired in interferometric-wide (IW) swath mode Satellite Hurricane Observation Campaign. These collocated with rates measured by Stepped-Frequency Microwave Radiometers onboard National Oceanic Atmospheric Administration aircraft. Wind speeds retrieved VH-polarized using geophysical model function (GMF) S1IW.NR. We determined difference between normalized cross section (NRCS) based on VV-polarized predicted NRCS derived CMOD5.N forced wind images. Rain cells identified as regions where greater than 0.5 dB or smaller −0.5 dB. found that decreased speed increased increasing rate. Based these findings, we developed an empirical S-1 retrieval TC, naming it CRAIN_S1. validation CRAIN_S1 results Tropical Rainfall Measuring Mission data resulted root mean square error 0.58 mm/hr correlation 0.89. This provides alternate monitoring utilizing fine spatial resolution.
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ژورنال
عنوان ژورنال: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
سال: 2023
ISSN: ['2151-1535', '1939-1404']
DOI: https://doi.org/10.1109/jstars.2023.3255922