Implementation of a Gabor Transform Data Quality-Control Algorithm for UHF Wind Profiling Radars
In this paper a Gabor transform–based algorithm is applied to identify and eliminate intermittent signal contamination in UHF wind profiling radars, such as that produced by migrating birds. The algorithm is applied in the time domain, and so it can be used to improve the accuracy of UHF radar wind...
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| Published in | Journal of atmospheric and oceanic technology Vol. 30; no. 12; pp. 2697 - 2703 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Boston
American Meteorological Society
01.12.2013
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0739-0572 1520-0426 |
| DOI | 10.1175/JTECH-D-13-00089.1 |
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| Abstract | In this paper a Gabor transform–based algorithm is applied to identify and eliminate intermittent signal contamination in UHF wind profiling radars, such as that produced by migrating birds. The algorithm is applied in the time domain, and so it can be used to improve the accuracy of UHF radar wind profiler data in real time—an essential requirement if these wind profiler data are to be assimilated into operational weather forecast models. The added value of using a moment-level Weber–Wuertz pattern recognition scheme that follows the Gabor transform processing is demonstrated. |
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| AbstractList | In this paper a Gabor transformbased algorithm is applied to identify and eliminate intermittent signal contamination in UHF wind profiling radars, such as that produced by migrating birds. The algorithm is applied in the time domain, and so it can be used to improve the accuracy of UHF radar wind profiler data in real timean essential requirement if these wind profiler data are to be assimilated into operational weather forecast models. The added value of using a moment-level WeberWuertz pattern recognition scheme that follows the Gabor transform processing is demonstrated. In this paper a Gabor transform–based algorithm is applied to identify and eliminate intermittent signal contamination in UHF wind profiling radars, such as that produced by migrating birds. The algorithm is applied in the time domain, and so it can be used to improve the accuracy of UHF radar wind profiler data in real time—an essential requirement if these wind profiler data are to be assimilated into operational weather forecast models. The added value of using a moment-level Weber–Wuertz pattern recognition scheme that follows the Gabor transform processing is demonstrated. In this paper a Gabor transform-based algorithm is applied to identify and eliminate intermittent signal contamination in UHF wind profiling radars, such as that produced by migrating birds. The algorithm is applied in the time domain, and so it can be used to improve the accuracy of UHF radar wind profiler data in real time-an essential requirement if these wind profiler data are to be assimilated into operational weather forecast models. The added value of using a moment-level Weber-Wuertz pattern recognition scheme that follows the Gabor transform processing is demonstrated. [PUBLICATION ABSTRACT] |
| Author | Wilczak, James M. Bianco, Laura Gottas, Daniel |
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| DOI | 10.1175/JTECH-D-13-00089.1 |
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| References | Wilczak (bib7) 1995; 12 Strauch (bib5) 1984; 1 Lehmann (bib3) 2008; 26 Weber (bib6) 1993; 10 Griesser (bib1) 1998; 7 Merritt (bib4) 1995; 12 Lehmann (bib2) 2012; 29 |
| References_xml | – volume: 29 start-page: 141 year: 2012 ident: bib2 article-title: Optimal Gabor-frame-expansion-based intermittent-clutter-filtering method for radar wind profiler – volume: 26 start-page: 759 year: 2008 ident: bib3 article-title: Advanced intermittent clutter filtering for radar wind profiler: Signal separation through a Gabor frame expansion and its statistics – volume: 12 start-page: 985 year: 1995 ident: bib4 article-title: A statistical averaging method for wind profiler Doppler spectra – volume: 1 start-page: 37 year: 1984 ident: bib5 article-title: The Colorado Wind-Profiling Network – volume: 7 start-page: 292 year: 1998 ident: bib1 article-title: Multiple peak processing algorithm for identification of atmospheric signal in Doppler radar wind profiler spectra – volume: 12 start-page: 449 year: 1995 ident: bib7 article-title: Contamination of wind profiler data by migrating birds: Characteristics of corrupted data and potential solutions – volume: 10 start-page: 452 year: 1993 ident: bib6 article-title: Quality controls for profiler measurements of winds and RASS temperature |
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| Snippet | In this paper a Gabor transform–based algorithm is applied to identify and eliminate intermittent signal contamination in UHF wind profiling radars, such as... In this paper a Gabor transform-based algorithm is applied to identify and eliminate intermittent signal contamination in UHF wind profiling radars, such as... In this paper a Gabor transformbased algorithm is applied to identify and eliminate intermittent signal contamination in UHF wind profiling radars, such as... |
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| SubjectTerms | Air traffic control Algorithms Altitude Antennas Birds Contamination Control algorithms Control theory Datasets Gabor transformation Marine Pattern recognition Profilers Profiling Radar Radar data Radar wind Real time Time series Transforms UHF Velocity Weather Weather forecasting Wind Wind profiles |
| Title | Implementation of a Gabor Transform Data Quality-Control Algorithm for UHF Wind Profiling Radars |
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