Objective identification and climatology of mesoscale high-wind features within extratropical cyclones
Strong winds accompanying extratropical cyclones are commonly associated with various mesoscale features. This work introduces RAMEFI (RAndom-forest-based Mesoscale wind Feature Identification), an objective and flexible identification approach based on key surface characteristics to distinguish the...
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| 格式: | Online |
| 語言: | 英语 |
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KIT Scientific Publishing
2024
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| 主題: | |
| 在線閱讀: | https://library.oapen.org/handle/20.500.12657/93942 |
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| _version_ | 1869526927286468608 |
|---|---|
| author | Eisenstein, Lea Andrea |
| author_browse | Eisenstein, Lea Andrea |
| author_facet | Eisenstein, Lea Andrea |
| author_sort | Eisenstein, Lea Andrea |
| collection | Directory of Open Access Books |
| description | Strong winds accompanying extratropical cyclones are commonly associated with various mesoscale features. This work introduces RAMEFI (RAndom-forest-based Mesoscale wind Feature Identification), an objective and flexible identification approach based on key surface characteristics to distinguish these features. RAMEFI is further applied to compile a climatology over Europe, offering a comprehensive analysis of feature frequency, distribution, and characteristics. |
| format | Online |
| id | doab-20.500.12854ir-146428 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1464282025-05-27T06:13:22Z Objective identification and climatology of mesoscale high-wind features within extratropical cyclones Eisenstein, Lea Andrea forecast; extreme weather; winter storms; Vorhersage; Identifizierung; Extremwetter; Winterstürme; Wind thema EDItEUR::P Mathematics and Science::PH Physics Strong winds accompanying extratropical cyclones are commonly associated with various mesoscale features. This work introduces RAMEFI (RAndom-forest-based Mesoscale wind Feature Identification), an objective and flexible identification approach based on key surface characteristics to distinguish these features. RAMEFI is further applied to compile a climatology over Europe, offering a comprehensive analysis of feature frequency, distribution, and characteristics. 2024-10-24T04:07:46Z 2024-10-24T04:07:46Z 2024-10-23T12:52:41Z 2024 book https://library.oapen.org/handle/20.500.12657/93942 9783731513742 https://directory.doabooks.org/handle/20.500.12854/146428 eng Wissenschaftliche Berichte des Instituts für Meteorologie und Klimaforschung des Karlsruher Instituts für Technologie open access image/jpeg image/jpeg image/jpeg image/jpeg Attribution-ShareAlike 4.0 International Attribution-ShareAlike 4.0 International Attribution-ShareAlike 4.0 International Attribution-ShareAlike 4.0 International https://library.oapen.org/bitstream/20.500.12657/93942/1/objective-identification-and-climatology-of-mesoscale-high-wind-features-within-extratropical-cyclones.pdf https://library.oapen.org/bitstream/20.500.12657/93942/1/objective-identification-and-climatology-of-mesoscale-high-wind-features-within-extratropical-cyclones.pdf https://library.oapen.org/bitstream/20.500.12657/93942/1/objective-identification-and-climatology-of-mesoscale-high-wind-features-within-extratropical-cyclones.pdf https://library.oapen.org/bitstream/20.500.12657/93942/1/objective-identification-and-climatology-of-mesoscale-high-wind-features-within-extratropical-cyclones.pdf KIT Scientific Publishing 10.5445/KSP/1000171924 10.5445/KSP/1000171924 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731513742 AG Universitätsverlage 222 open access |
| spellingShingle | forecast; extreme weather; winter storms; Vorhersage; Identifizierung; Extremwetter; Winterstürme; Wind thema EDItEUR::P Mathematics and Science::PH Physics Eisenstein, Lea Andrea Objective identification and climatology of mesoscale high-wind features within extratropical cyclones |
| title | Objective identification and climatology of mesoscale high-wind features within extratropical cyclones |
| title_full | Objective identification and climatology of mesoscale high-wind features within extratropical cyclones |
| title_fullStr | Objective identification and climatology of mesoscale high-wind features within extratropical cyclones |
| title_full_unstemmed | Objective identification and climatology of mesoscale high-wind features within extratropical cyclones |
| title_short | Objective identification and climatology of mesoscale high-wind features within extratropical cyclones |
| title_sort | objective identification and climatology of mesoscale high wind features within extratropical cyclones |
| topic | forecast; extreme weather; winter storms; Vorhersage; Identifizierung; Extremwetter; Winterstürme; Wind thema EDItEUR::P Mathematics and Science::PH Physics |
| topic_facet | forecast; extreme weather; winter storms; Vorhersage; Identifizierung; Extremwetter; Winterstürme; Wind thema EDItEUR::P Mathematics and Science::PH Physics |
| url | https://library.oapen.org/handle/20.500.12657/93942 |
| work_keys_str_mv | AT eisensteinleaandrea objectiveidentificationandclimatologyofmesoscalehighwindfeatureswithinextratropicalcyclones |