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Mechanisms of Malaysian Rainfall Anomalies
Publisher: American Meteorological Society
Abstract: The behavior of the Malaysian anomalous rainfall is examined in relation to the El Niño?Southern Oscillation (ENSO) and local air?sea influences. The behavior is consistent with the northward migration of the ENSO-related ...
Statistical Downscaling Forecasts for Winter Monsoon Precipitation in Malaysia Using Multimodel Output Variables
Publisher: American Meteorological Society
Abstract: This paper compares the skills of four different forecasting approaches in predicting the 1-month lead time of the Malaysian winter season precipitation. Two of the approaches are based on statistical downscaling techniques ...
Skill Comparisons between Neural Networks and Canonical Correlation Analysis in Predicting the Equatorial Pacific Sea Surface Temperatures
Publisher: American Meteorological Society
Abstract: Among the statistical methods used for seasonal climate prediction, canonical correlation analysis (CCA), a more sophisticated version of the linear regression (LR) method, is well established. Recently, neural networks ...
Forecasting ENSO Events: A Neural Network–Extended EOF Approach
Publisher: American Meteorological Society
Abstract: The authors constructed neural network models to forecast the sea surface temperature anomalies (SSTA) for three regions: Niño 4, Niño 3.5, and Niño 3, representing the western-central, the central, and the eastern-central ...