The detection of spatial outliers is based on the distance between an SUP and a mean spatial center. As illustrated in Fig. 6, we can draw a standard distance circle (SD circle) around the mean spatial center. One standard deviation will contain approximately 68% of the SUPs. Two standard deviations will cover approximately 95% of the SUPs. The SUPs outside an SD circle are regarded as spatial outliers