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Many natural systems are observed as point patterns in time, space, or spaceand time. Examples include plant and cellular systems, animal colonies,earthquakes, and wildfires. In practice the locations of the points are notalways observed correctly. However, in the point process literature, there hasbeen relatively scant attention paid to the issue of errors in the location ofpoints. In this paper, we discuss how the observed point pattern may deviatefrom the actual point pattern and review methods and models that exist tohandle such deviations. The discussion is supplemented with several scientificillustrations.

What you see is not what is there: Mechanisms, models, and methods for point pattern deviations