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Neural network is a nonparametric method to represent the relationship between radar measurements and rainfall rate. The performance of neural network based rainfall estimation is subject to many factors such as the representativeness and sufficiency of the training dataset, the generalization capability of the network to new data, seasonal changes, and regional changes. Improving the performance...
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