Attenuation Correction of X-Band Radar Reflectivity Using Adjacent Multiple Microwave Links
Rain attenuation can hinder the implementation of quantitative precipitation estimations using X-band weather radar. Numerous studies have been conducted on correcting the attenuation of radar reflectivity by utilizing a dual-polarimetric radar and an arbitrary-oriented microwave link; however, ther...
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doaj-27eedbab82c8470899ea276e1075221f2020-11-25T03:48:00ZengMDPI AGRemote Sensing2072-42922020-07-01122133213310.3390/rs12132133Attenuation Correction of X-Band Radar Reflectivity Using Adjacent Multiple Microwave LinksMin-Seong Kim0Byung Hyuk Kwon1Geo-Sciences Institute, Pukyong National University, 45, Yongso-Ro, Nam-Gu, Busan 48513, KoreaDepartment of Environmental Atmospheric Sciences, Pukyong National University, 45, Yongso-Ro, Nam-Gu, Busan 48513, KoreaRain attenuation can hinder the implementation of quantitative precipitation estimations using X-band weather radar. Numerous studies have been conducted on correcting the attenuation of radar reflectivity by utilizing a dual-polarimetric radar and an arbitrary-oriented microwave link; however, there is a need to optimize the required number of microwave links and their locations. In this study, we tested four attenuation correction methods and proposed a novel algorithm based on the sole use of adjacent multiple microwave links. The attenuation of the X-band radar reflectivity was corrected by performing forward iterations at each link, and the correction coefficients were statistically analyzed to reduce the instability problem. The algorithms of each method were evaluated by studying the cases of convective and stratiform rainfall, and then validated by comparing the corrected reflectivity of the X-band radar with the qualitatively controlled reflectivity of the S-band radar. The new method was as efficient as the conventional method based on the specific differential phase of dual-polarimetric radar. Furthermore, the correction coefficient was more effectively optimized and stabilized using seven microwave links rather than a single link, and no further independent reference data were required. In addition, the attenuation correction also accounted for spatiotemporal differentiation depending on the rainfall type, and could recover the physical structure of the rainfall. The method developed herein can facilitate estimations of quantitative rainfall in developing countries where dual-polarization weather radars are not common. The exploitation of microwave link data is a promising method for rainfall remote sensing.https://www.mdpi.com/2072-4292/12/13/2133X-band dual-polarimetric radarradar attenuation correctionmultiple microwave linksCOMSS-band radar reflectivity |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Min-Seong Kim Byung Hyuk Kwon |
spellingShingle |
Min-Seong Kim Byung Hyuk Kwon Attenuation Correction of X-Band Radar Reflectivity Using Adjacent Multiple Microwave Links Remote Sensing X-band dual-polarimetric radar radar attenuation correction multiple microwave links COMS S-band radar reflectivity |
author_facet |
Min-Seong Kim Byung Hyuk Kwon |
author_sort |
Min-Seong Kim |
title |
Attenuation Correction of X-Band Radar Reflectivity Using Adjacent Multiple Microwave Links |
title_short |
Attenuation Correction of X-Band Radar Reflectivity Using Adjacent Multiple Microwave Links |
title_full |
Attenuation Correction of X-Band Radar Reflectivity Using Adjacent Multiple Microwave Links |
title_fullStr |
Attenuation Correction of X-Band Radar Reflectivity Using Adjacent Multiple Microwave Links |
title_full_unstemmed |
Attenuation Correction of X-Band Radar Reflectivity Using Adjacent Multiple Microwave Links |
title_sort |
attenuation correction of x-band radar reflectivity using adjacent multiple microwave links |
publisher |
MDPI AG |
series |
Remote Sensing |
issn |
2072-4292 |
publishDate |
2020-07-01 |
description |
Rain attenuation can hinder the implementation of quantitative precipitation estimations using X-band weather radar. Numerous studies have been conducted on correcting the attenuation of radar reflectivity by utilizing a dual-polarimetric radar and an arbitrary-oriented microwave link; however, there is a need to optimize the required number of microwave links and their locations. In this study, we tested four attenuation correction methods and proposed a novel algorithm based on the sole use of adjacent multiple microwave links. The attenuation of the X-band radar reflectivity was corrected by performing forward iterations at each link, and the correction coefficients were statistically analyzed to reduce the instability problem. The algorithms of each method were evaluated by studying the cases of convective and stratiform rainfall, and then validated by comparing the corrected reflectivity of the X-band radar with the qualitatively controlled reflectivity of the S-band radar. The new method was as efficient as the conventional method based on the specific differential phase of dual-polarimetric radar. Furthermore, the correction coefficient was more effectively optimized and stabilized using seven microwave links rather than a single link, and no further independent reference data were required. In addition, the attenuation correction also accounted for spatiotemporal differentiation depending on the rainfall type, and could recover the physical structure of the rainfall. The method developed herein can facilitate estimations of quantitative rainfall in developing countries where dual-polarization weather radars are not common. The exploitation of microwave link data is a promising method for rainfall remote sensing. |
topic |
X-band dual-polarimetric radar radar attenuation correction multiple microwave links COMS S-band radar reflectivity |
url |
https://www.mdpi.com/2072-4292/12/13/2133 |
work_keys_str_mv |
AT minseongkim attenuationcorrectionofxbandradarreflectivityusingadjacentmultiplemicrowavelinks AT byunghyukkwon attenuationcorrectionofxbandradarreflectivityusingadjacentmultiplemicrowavelinks |
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