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The interquartile range (IQR) method was applied to detect erratic outliers. Values were only removed in case of an apparent error: e.g. the difference in groundwater level between two consecutive annual values is more than an order of magnitude and the change in groundwater level involves a singular erratic outlier. The figure 3 below provides an example of an outlier that was removed.