A Method for Detecting Rainfall From X-Band Marine Radar Images

Currently, X-band marine radar images are commonly utilized to retrieve sea wave parameters. However, the marine radar image usually contains rainfall interference noise, which has an effect on the inversion accuracy of the wave parameters. To control the quality of the radar image when retrieving s...

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Main Authors: Yan Zheng, Zhen Shi, Zhizhong Lu, Wenfeng Ma
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8966341/
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spelling doaj-b05500e9e57e4e5c95050e7930278ccc2021-03-30T02:36:18ZengIEEEIEEE Access2169-35362020-01-018190461905710.1109/ACCESS.2020.29686018966341A Method for Detecting Rainfall From X-Band Marine Radar ImagesYan Zheng0https://orcid.org/0000-0003-4561-2839Zhen Shi1https://orcid.org/0000-0002-5701-1849Zhizhong Lu2https://orcid.org/0000-0003-1461-9093Wenfeng Ma3https://orcid.org/0000-0002-5053-3548College of Automation, Harbin Engineering University, Harbin, ChinaCollege of Automation, Harbin Engineering University, Harbin, ChinaCollege of Automation, Harbin Engineering University, Harbin, ChinaFAWCar Company, Ltd., Changchun, ChinaCurrently, X-band marine radar images are commonly utilized to retrieve sea wave parameters. However, the marine radar image usually contains rainfall interference noise, which has an effect on the inversion accuracy of the wave parameters. To control the quality of the radar image when retrieving sea wave parameters, research on rainfall detection is investigated in this paper. Based on the correlation characteristics of the sea clutter and the difference in the correlation coefficients between sea wave images with and without rain, a novel method of rainfall detection is proposed. By analyzing the spatial and temporal correlation characteristics of sea clutter, the detection threshold of the proposed method is determined. To verify the effectiveness of the proposed method, X-band marine radar data collected at Pingtan, which is located on the coast of the East China Sea, are utilized in this paper. The experimental results demonstrate that the proposed method can effectively detect rainfall from X-band marine radar images.https://ieeexplore.ieee.org/document/8966341/Marine radar imagesrainfall detectioncorrelation coefficient
collection DOAJ
language English
format Article
sources DOAJ
author Yan Zheng
Zhen Shi
Zhizhong Lu
Wenfeng Ma
spellingShingle Yan Zheng
Zhen Shi
Zhizhong Lu
Wenfeng Ma
A Method for Detecting Rainfall From X-Band Marine Radar Images
IEEE Access
Marine radar images
rainfall detection
correlation coefficient
author_facet Yan Zheng
Zhen Shi
Zhizhong Lu
Wenfeng Ma
author_sort Yan Zheng
title A Method for Detecting Rainfall From X-Band Marine Radar Images
title_short A Method for Detecting Rainfall From X-Band Marine Radar Images
title_full A Method for Detecting Rainfall From X-Band Marine Radar Images
title_fullStr A Method for Detecting Rainfall From X-Band Marine Radar Images
title_full_unstemmed A Method for Detecting Rainfall From X-Band Marine Radar Images
title_sort method for detecting rainfall from x-band marine radar images
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description Currently, X-band marine radar images are commonly utilized to retrieve sea wave parameters. However, the marine radar image usually contains rainfall interference noise, which has an effect on the inversion accuracy of the wave parameters. To control the quality of the radar image when retrieving sea wave parameters, research on rainfall detection is investigated in this paper. Based on the correlation characteristics of the sea clutter and the difference in the correlation coefficients between sea wave images with and without rain, a novel method of rainfall detection is proposed. By analyzing the spatial and temporal correlation characteristics of sea clutter, the detection threshold of the proposed method is determined. To verify the effectiveness of the proposed method, X-band marine radar data collected at Pingtan, which is located on the coast of the East China Sea, are utilized in this paper. The experimental results demonstrate that the proposed method can effectively detect rainfall from X-band marine radar images.
topic Marine radar images
rainfall detection
correlation coefficient
url https://ieeexplore.ieee.org/document/8966341/
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