Identification of volcanic rootless cones, ice mounds, and impact craters on Earth and Mars: Using spatial distribution as a remote sensing tool

Barb C. Bruno, S. A. Fagents, C. W. Hamilton, D. M. Burr, S. M. Baloga

Research output: Contribution to journalArticle

34 Scopus citations

Abstract

This study aims to quantify the spatial distribution of terrestrial volcanic rootless cones and ice mounds for the purpose of identifying analogous Martian features. Using a nearest neighbor (NN) methodology, we use the statistics R (ratio of the mean NN distance to that expected from a random distribution) and c (a measure of departure from randomness). We interpret R as a measure of clustering and as a diagnostic for discriminating feature types. All terrestrial groups of rootless cones and ice mounds are clustered (R: 0.51-0.94) relative to a random distribution. Applying this same methodology to Martian feature fields of unknown origin similarly yields R of 0.57-0.93, indicating that their spatial distributions are consistent with both ice mound or rootless cone origins, but not impact craters. Each Martian impact crater group has R ≥ 1.00 (i.e., the craters are spaced at least as far apart as expected at random). Similar degrees of clustering preclude discrimination between rootless cones and ice mounds based solely on R values. However, the distribution of pairwise NN distances in each feature field shows marked differences between these two feature types in skewness and kurtosis. Terrestrial ice mounds (skewness: 1.17-1.99, kurtosis: 0.80-4.91) tend to have more skewed and leptokurtic distributions than those of rootless cones (skewness: 0.54-1.35, kurtosis: -0.53-1.13). Thus NN analysis can be a powerful tool for distinguishing geological features such as rootless cones, ice mounds, and impact craters, particularly when degradation or modification precludes identification based on morphology alone.

Original languageEnglish (US)
Article numberE06017
JournalJournal of Geophysical Research E: Planets
Volume111
Issue number6
DOIs
StatePublished - Jun 20 2006
Externally publishedYes

ASJC Scopus subject areas

  • Geophysics
  • Forestry
  • Oceanography
  • Aquatic Science
  • Ecology
  • Water Science and Technology
  • Soil Science
  • Geochemistry and Petrology
  • Earth-Surface Processes
  • Atmospheric Science
  • Earth and Planetary Sciences (miscellaneous)
  • Space and Planetary Science
  • Palaeontology

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