Impacts of Bogus Vortex Initialization Using Scatterometer-Derived 34 kt Wind Radii and Centers on Tropical Cyclone Forecasts.
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| Title: | Impacts of Bogus Vortex Initialization Using Scatterometer-Derived 34 kt Wind Radii and Centers on Tropical Cyclone Forecasts. |
|---|---|
| Authors: | Pan, Weixin1,2 (AUTHOR), Zou, Xiaolei2,3 (AUTHOR) xzou@nuist.edu.cn, Duan, Yihong2,3 (AUTHOR) |
| Source: | Remote Sensing. Jan2026, Vol. 18 Issue 2, p263. 29p. |
| Subjects: | Tropical cyclones, Cyclone forecasting, Atmospheric circulation, Numerical weather forecasting, National Centers for Environmental Prediction (U.S.), Weather forecasting, Wind measurement |
| Geographic Terms: | North Pacific Ocean |
| Abstract: | Highlights: What are the main findings? Scatterometer wind-based bogus vortex initialization improves the initial structure, location, and intensity representation of Typhoon Doksuri (2023). This scheme enhances intensity forecasts and better reproduces storm features. What is the implication of the main finding? Scatterometer wind observations are highly valuable for improving typhoon initialization in numerical models. Incorporating scatterometer data through bogus vortex initialization can enhance the accuracy of intensity predictions in regional NWP models. This study demonstrates the positive impact of scatterometer wind-based bogus vortex initialization on forecasts of Typhoon Doksuri (2023). In this scheme, the NCEP analysis vortex in the initial conditions is replaced with a bogus vortex. A regression model links the scatterometer wind-derived 34 kt wind radius with the radius of maximum sea-level pressure gradient, a required parameter in Fujita's bogus formula. The cyclonic circulation center identified in the scatterometer wind field is designated as the typhoon center. The resulting bogus vortex provides a more realistic representation of the low-level circulation, center location, and intensity. Numerical experiments with the WRF model, configured with two-way nested domains (9–3 km) and 115 vertical levels below the model top at 1 hPa, show that the scatterometer wind-bogus scheme effectively improves the initial vortex position and minimum sea-level pressure, slightly enhances track forecasts, and substantially improves intensity forecasts, particularly during rapid intensification and weakening stages of Typhoon Doksuri over the western North Pacific. Furthermore, comparisons with Himawari-9 AHI infrared observations indicate that forecasts with bogus vortex initialization better reproduce the eye, eyewall, and spiral rainband structures than forecasts without it. These results underscore the value of scatterometer observations for improving typhoon forecasts. [ABSTRACT FROM AUTHOR] |
| Copyright of Remote Sensing is the property of MDPI and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
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| Header | DbId: egs DbLabel: Engineering Source An: 191173548 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Impacts of Bogus Vortex Initialization Using Scatterometer-Derived 34 kt Wind Radii and Centers on Tropical Cyclone Forecasts. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Pan%2C+Weixin%22">Pan, Weixin</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zou%2C+Xiaolei%22">Zou, Xiaolei</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<i> xzou@nuist.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Duan%2C+Yihong%22">Duan, Yihong</searchLink><relatesTo>2,3</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Remote+Sensing%22">Remote Sensing</searchLink>. Jan2026, Vol. 18 Issue 2, p263. 29p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Tropical+cyclones%22">Tropical cyclones</searchLink><br /><searchLink fieldCode="DE" term="%22Cyclone+forecasting%22">Cyclone forecasting</searchLink><br /><searchLink fieldCode="DE" term="%22Atmospheric+circulation%22">Atmospheric circulation</searchLink><br /><searchLink fieldCode="DE" term="%22Numerical+weather+forecasting%22">Numerical weather forecasting</searchLink><br /><searchLink fieldCode="DE" term="%22National+Centers+for+Environmental+Prediction+%28U%2ES%2E%29%22">National Centers for Environmental Prediction (U.S.)</searchLink><br /><searchLink fieldCode="DE" term="%22Weather+forecasting%22">Weather forecasting</searchLink><br /><searchLink fieldCode="DE" term="%22Wind+measurement%22">Wind measurement</searchLink> – Name: SubjectGeographic Label: Geographic Terms Group: Su Data: <searchLink fieldCode="DE" term="%22North+Pacific+Ocean%22">North Pacific Ocean</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Highlights: What are the main findings? Scatterometer wind-based bogus vortex initialization improves the initial structure, location, and intensity representation of Typhoon Doksuri (2023). This scheme enhances intensity forecasts and better reproduces storm features. What is the implication of the main finding? Scatterometer wind observations are highly valuable for improving typhoon initialization in numerical models. Incorporating scatterometer data through bogus vortex initialization can enhance the accuracy of intensity predictions in regional NWP models. This study demonstrates the positive impact of scatterometer wind-based bogus vortex initialization on forecasts of Typhoon Doksuri (2023). In this scheme, the NCEP analysis vortex in the initial conditions is replaced with a bogus vortex. A regression model links the scatterometer wind-derived 34 kt wind radius with the radius of maximum sea-level pressure gradient, a required parameter in Fujita's bogus formula. The cyclonic circulation center identified in the scatterometer wind field is designated as the typhoon center. The resulting bogus vortex provides a more realistic representation of the low-level circulation, center location, and intensity. Numerical experiments with the WRF model, configured with two-way nested domains (9–3 km) and 115 vertical levels below the model top at 1 hPa, show that the scatterometer wind-bogus scheme effectively improves the initial vortex position and minimum sea-level pressure, slightly enhances track forecasts, and substantially improves intensity forecasts, particularly during rapid intensification and weakening stages of Typhoon Doksuri over the western North Pacific. Furthermore, comparisons with Himawari-9 AHI infrared observations indicate that forecasts with bogus vortex initialization better reproduce the eye, eyewall, and spiral rainband structures than forecasts without it. These results underscore the value of scatterometer observations for improving typhoon forecasts. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Remote Sensing is the property of MDPI and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/rs18020263 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 29 StartPage: 263 Subjects: – SubjectFull: Tropical cyclones Type: general – SubjectFull: Cyclone forecasting Type: general – SubjectFull: Atmospheric circulation Type: general – SubjectFull: Numerical weather forecasting Type: general – SubjectFull: National Centers for Environmental Prediction (U.S.) Type: general – SubjectFull: Weather forecasting Type: general – SubjectFull: Wind measurement Type: general – SubjectFull: North Pacific Ocean Type: general Titles: – TitleFull: Impacts of Bogus Vortex Initialization Using Scatterometer-Derived 34 kt Wind Radii and Centers on Tropical Cyclone Forecasts. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Pan, Weixin – PersonEntity: Name: NameFull: Zou, Xiaolei – PersonEntity: Name: NameFull: Duan, Yihong IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 01 Text: Jan2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20724292 Numbering: – Type: volume Value: 18 – Type: issue Value: 2 Titles: – TitleFull: Remote Sensing Type: main |
| ResultId | 1 |
