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Accurate Attribution and Seasonal Prediction of Climatic Anomalies Using Causal Inference Theory
Publisher: American Meteorological Society
Abstract: Using features based on correlation or noncausal dependence metrics can lead to false conclusions. However, recent research has shown that applying causal inference theory in conjunction with Bayesian networks to ...
Discrepant Effects of Atmospheric Adjustments in Shaping the Spatial Pattern of SST Anomalies between Extreme and Moderate El Niños
Publisher: American Meteorological Society
Impact of Data Resolution on Tracking Southern Ocean Cyclones
Publisher: American Meteorological Society
Abstract: The ERA5 new generation of high-resolution reanalysis provides a possibility to obtain more accurate cyclone tracks in the Southern Ocean. With a commonly used cyclone tracking algorithm, this study evaluates the impact ...