Objective identification and climatology of mesoscale high-wind features within extratropical cyclones
| dc.contributor.author | Eisenstein, Lea Andrea | |
| dc.date.accessioned | 2025-03-07T20:42:29Z | |
| dc.date.available | 2025-03-07T20:42:29Z | |
| dc.date.issued | 2024 | |
| dc.date.submitted | 2024-10-23T12:52:41Z | |
| dc.identifier | https://library.oapen.org/handle/20.500.12657/93942 | |
| dc.identifier.uri | https://doab-dev.siscern.org/handle/20.500.12854/166137 | |
| dc.description.abstract | 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. | |
| dc.language | English | |
| dc.relation.ispartofseries | Wissenschaftliche Berichte des Instituts für Meteorologie und Klimaforschung des Karlsruher Instituts für Technologie | |
| dc.rights | open access | |
| dc.subject.classification | thema EDItEUR::P Mathematics and Science::PH Physics | |
| dc.subject.other | forecast; extreme weather; winter storms; Vorhersage; Identifizierung; Extremwetter; Winterstürme; Wind | |
| dc.title | Objective identification and climatology of mesoscale high-wind features within extratropical cyclones | |
| dc.type | book | |
| oapen.identifier.doi | 10.5445/KSP/1000171924 | |
| oapen.relation.isPublishedBy | 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 | |
| oapen.relation.isbn | 9783731513742 | |
| oapen.collection | AG Universitätsverlage | |
| oapen.pages | 222 | |
| peerreview.review.type | Full text | |
| peerreview.anonymity | All identities known | |
| peerreview.reviewer.type | Editorial board member | |
| peerreview.reviewer.type | External peer reviewer | |
| peerreview.review.stage | Pre-publication | |
| peerreview.open.review | No | |
| peerreview.publish.responsibility | Books or series editor | |
| peerreview.id | 51a542ec-eaeb-47c2-861d-6022e981a97a | |
| dc.seriesnumber | 44 | |
| peerreview.title | Dissertations in Series (Dissertationen in Schriftenreihe) |
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