This folder contains the functions to:
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find_parameter --> Function to find the method's parameters.
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de_cluster --> Function to de-cluster a time series using 1) parameters.
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Example_abashiri --> Storm surge time series for the example.
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Implementation_example --> Script with an example of the use of both functions.
For more information and citations:
Martín, Ariadna and Wahl, Thomas and Rodriguez Enriquez, Alejandra and Jane, Robert, Storm Surge Time Series De-Clustering Using Correlation Analysis. Available at: https://doi.org/10.1016/j.wace.2024.100701
Implementation of the method in Python:
Implementation of the method in Julia: