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Consolidation of Multimodel Forecasts by Ridge Regression: Application to Pacific Sea Surface Temperature
Publisher: American Meteorological Society
Abstract: The performance of ridge regression methods for consolidation of multiple seasonal ensemble prediction systems is analyzed. The methods are applied to predict SST in the tropical Pacific based on ensembles from the Development ...
Controlling Noise in Ensemble Data Assimilation Schemes
Publisher: American Meteorological Society
Abstract: A variety of ad hoc procedures have been developed to prevent filter divergence in ensemble-based data assimilation schemes. These procedures are necessary to reduce the impacts of sampling errors in the background error ...
Life Span of Subseasonal Coupled Anomalies
Publisher: American Meteorological Society
Abstract: The impact of the local phase relationship between the low-level atmospheric circulation and the sea surface temperature (SST) on the duration of atmospheric anomalies is statistically evaluated. Using 5-day-average data ...
Characteristics of Wet and Dry Spells over the Pacific Side of Central America during the Rainy Season
Publisher: American Meteorological Society
Abstract: This paper describes the mean atmospheric conditions associated with synoptic-scale rainfall fluctuations over Central America during the rainy season. The study is based on composites of wet and dry spells; these composites ...
International Research Collaboration in High-Impact Weather Prediction
Publisher: American Meteorological Society
Improving and Promoting Subseasonal to Seasonal Prediction
Publisher: American Meteorological Society
CORRIGENDUM
Publisher: American Meteorological Society
Short-Term Climate Extremes: Prediction Skill and Predictability
Publisher: American Meteorological Society
Abstract: orecasts for extremes in short-term climate (monthly means) are examined to understand the current prediction capability and potential predictability. This study focuses on 2-m surface temperature and precipitation extremes ...
Ensemble Transform with 3D Rescaling Initialization Method
Publisher: American Meteorological Society
Abstract: he ensemble transform with rescaling (ETR) method has been used to produce fast-growing components of analysis error in the NCEP Global Ensemble Forecast System (GEFS). The rescaling mask contained in the ETR method ...