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Assessing U-Net Model Performance in Weather Radar-BasedPrecipitation Nowcasting A Reflectivity Threshold Analysis by dejanira deja is a document available to read on EtoBox.
This summarizes a research paper that evaluates the performance of a U-Net model in weather radar-based precipitation nowcasting using reflectivity thresholds. The paper analyzes weather radar data from Brazil to train and test the U-Net model. Results show the 10 dBZ reflectivity threshold achieved over 75% accuracy in predicting values above that threshold, contributing to improved severe weather prediction. Visual comparisons of observed and predicted reflectivity correlated with quantitative evaluation
- Author
- dejanira deja
- Language
- EN