Measuring Aggregation of Events about a Mass Using Spatial Point Pattern Methods.

ABSTRACT: We present a methodology that detects event aggregation about a mass surface using 3-dimensional study regions with a point pattern and a mass present. The Aggregation about a Mass function determines aggregation, randomness, or repulsion of events with respect to the mass surface. Our method closely resembles Ripley's K function but is modified to discern the pattern about the mass surface. We briefly state the definition and derivation of Ripley's K function and explain how the Aggregation about a Mass function is different. We develop the novel function according to the definition: the Aggregation about a Mass function times the intensity is the expected number of events within a distance h of a mass. Special consideration of edge effects is taken in order to make the function invariant

SUBMITTER: Smith MO 

PROVIDER: S-EPMC5642986 | biostudies-literature | 2015 Aug

REPOSITORIES: biostudies-literature