Conceptual and mathematical relationships among methods for spatial analysis

Mark R T Dale, Philip Dixon, Marie Josée Fortin, Pierre Legendre, Donald E. Myers, Michael S. Rosenberg

Research output: Contribution to journalArticle

238 Scopus citations

Abstract

A large number of methods for the analysis of the spatial structure of natural phenomena (for example, the clumping or overdispersion of tree stems, the positions of veins of ore in a rock formation, the arrangement of habitat patches in a landscape, and so on) have been developed in a wide range of scientific fields. This paper reviews many of the methods and describes the relationships among them, both mathematically, using the cross-product as a unifying principle, and conceptually, based on the form of a moving window or template used in calculation. The relationships among these methods suggest that while no single method can reveal all the important characteristics of spatial data, the results of different analyses are not expected to be completely independent of each other.

Original languageEnglish (US)
Pages (from-to)558-577
Number of pages20
JournalEcography
Volume25
Issue number5
DOIs
StatePublished - Oct 1 2002

ASJC Scopus subject areas

  • Ecology, Evolution, Behavior and Systematics

Fingerprint Dive into the research topics of 'Conceptual and mathematical relationships among methods for spatial analysis'. Together they form a unique fingerprint.

  • Cite this

    Dale, M. R. T., Dixon, P., Fortin, M. J., Legendre, P., Myers, D. E., & Rosenberg, M. S. (2002). Conceptual and mathematical relationships among methods for spatial analysis. Ecography, 25(5), 558-577. https://doi.org/10.1034/j.1600-0587.2002.250506.x