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Case Study of Applying Multifractal Models for Rainfall IDF Analysis in China
Publisher: American Society of Civil Engineers
Abstract: Rainfall intensity-duration-frequency (IDF) curves are one of the most commonly used tools in water resources engineering. Two multifractal rainfall models with multifractal behavior are used to estimate IDF curves in this ...
Two Strategies for Avoiding Overfitting Long-Term Forecasting Models: Downsampling Predictor Fields and Shrinking Coefficients
Publisher: American Society of Civil Engineers
Abstract: Long-term hydrological forecasting based on sea surface temperature (SST) fields faces the large p and small n problem, i.e., too many potential predictors and a limited number of samples. Considering the selection ...
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