ASp820
| ASp820 | |
|---|---|
| Advanced Data Analysis for Weather and | |
| Credits | 3 |
| Structure | 1-0-4 |
| Pre-requisites | |
| Overlaps | |
ASp820 : Advanced Data Analysis for Weather and
[edit]Weather Forecast Evaluation: Jet stream analysis, standard diagnostics and skill scores, Extreme events analysis. Using correlation to explore the relationships between large-scale atmospheric conditions, and local weather. Analyzing trends in climate data, and determining if they are statistically significant (regression, Mann-Kendall test etc). Regression based approaches, simple linear & multiple. Using indexes, Compositing patterns, Isolating patterns using EOF/PC analysis; Analysis of Time Series, Autocorrelation and Spectra.