Reply to: Landfalling hurricane track modes and decay
, the key parameter of the algorithm, to be the mean distance between pairs of the normalized data points, andto be 1. We analyse the data points in the core cluster for computing trends; the data points in the remaining cluster or clusters are the outliers. To compare the results of using DBSCAN with the method used in LC, in the right panels, we show the results of using a global threshold of 2 standard deviations .
The events inside the dotted box are identified as outliers using the 2σ threshold but not using DBSCAN. Note that their values of τ are comparable with the values of τ of other events in its local neighbourhood. While the outliers do not substantially affect the trends in smoothed data, they can substantially skew the trends in unsmoothed, noisy data. After excluding the outliers from CZ’s data for resolution = 0.
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