Aus SDQ-Institutsseminar
Termin (Alle Termine)
Datum Freitag, 11. September 2020
Uhrzeit 11:30 – 12:00 Uhr (Dauer: 30 min)
Ort Raum 348 (Gebäude 50.34)
Vorheriger Termin Fr 4. September 2020
Nächster Termin Fr 25. September 2020

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Vortragende(r) Pierre Toussing
Titel Towards More Effective Climate Similarity Measures
Vortragstyp Bachelorarbeit
Betreuer(in) Pawel Bielski
Kurzfassung Finding dependencies over large distances — known as teleconnections — is an important task in climate science. To find such teleconnections climate scientists usually use Pearson’s Correlation, but often ignore other available similarity measures, mostly because they are not easily comparable: their values usually have different, sometimes even inverted, ranges and distributions. This makes it difficult to interpret their results. We hypothesize that providing the climate scientists with comparable similarity measures would help them find yet uncaptured dependencies in climate. To achieve this we propose a modular framework to present, compare and combine different similarity measures for time series in the climate-related context. We test our framework on a dataset containing the horizontal component of the wind in order to find dependencies to the region around the equator and validate the results qualitatively with climate scientists.
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