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. 2018 Aug 10;18(8):2628. doi: 10.3390/s18082628

Figure 4.

Figure 4

Outlier detection in a subset pH data. (a) Original time series, the results of the (b) ARIMA method, (c) 3sd method, and (d) 2sd method. Red dots denote manually labeled outliers, while green circles are outliers detected by the method.