Derivation of a resilient polygon centroid for natural resource management applications

E. Farmer, S. D. Jones*, R. E. Deakin

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

This paper reviews the utility of polygon centroid algorithms for natural resource management applications. Following a review of 'standard' centroid derivation algorithms, and their limitations, alternative approaches are proposed. Building upon current polygon-reduction algorithms an iterative edge-erosion model is presented. Resilient centroids derived via this model are shown to: (1) maximise the distance to all internal and external edges; (2) be located within the polygon boundary; and (3) be insensitive to patch vertex outliers.

The resilient centroid is demonstrated to have utility in a range of natural resource management applications including the matching of disparate data sources. Exemplar studies conclude that resilient centroids support an appropriate allocation of vegetation condition point samples both within and between native vegetation patches. Further, the utilisation of resilient centroids enables the (1) sub-division of vegetation patches into homogenous regions (core areas) and (2) interrogation of the relationship between vegetation condition and core area proximity.

Original languageEnglish
Pages (from-to)1545-1558
Number of pages14
JournalInternational Journal of Geographical Information Science
Volume25
Issue number9
DOIs
Publication statusPublished - 2011

Keywords / Materials (for Non-textual outputs)

  • centroid
  • polygon-shrinking algorithms
  • resilience
  • GEOMETRY
  • COLLAPSE

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