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A new dynamical systems perspective on atmospheric predictability: Eastern Mediterranean weather regimes as a case
Assaf Hochman1,2,3, Pinhas Alpert1, Tzvi Harpaz1,2
1Department of Geophysics, Porter School of the Environment and Earth Sciences, Tel-Aviv University, Tel-Aviv 69978, Israel.
Dynamical systems theory reveals atmospheric predictability using local dimension and persistence. This method evaluates synoptic classifications (SCs) and enhances weather forecasts and climate model evaluation.
Area of Science:
- Atmospheric science
- Dynamical systems theory
- Climate modeling
Background:
- The atmosphere exhibits chaotic behavior with recurring large-scale patterns.
- Dynamical systems theory offers tools to analyze complex systems.
- Understanding atmospheric predictability is crucial for weather forecasting and climate science.
Purpose of the Study:
- To apply dynamical systems theory to assess atmospheric predictability in the eastern Mediterranean.
- To evaluate the predictability of different synoptic classifications (SCs).
- To explore new methods for climate model evaluation.
Main Methods:
- Utilized local dimension and persistence metrics from dynamical systems theory.
- Analyzed daily sea-level pressure fields from reanalysis and CMIP5 models.
- Grouped atmospheric configurations into synoptic classifications (SCs).
Main Results:
- Local dimension and persistence effectively characterize atmospheric predictability.
- These metrics provide qualitative insights into the predictability of various SCs.
- The approach demonstrated potential for evaluating climate model performance.
Conclusions:
- Local dimension and persistence are valuable for assessing atmospheric predictability.
- These metrics, combined with SC transitional probabilities, can complement operational forecasts.
- The methodology offers a novel perspective for climate model evaluation and can be applied globally.
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