Journal of Geographical Systems

, 8:187

Mapcurves: a quantitative method for comparing categorical maps

  • William W. Hargrove
  • Forrest M. Hoffman
  • Paul F. Hessburg
Original Article

DOI: 10.1007/s10109-006-0025-x

Cite this article as:
Hargrove, W.W., Hoffman, F.M. & Hessburg, P.F. J Geograph Syst (2006) 8: 187. doi:10.1007/s10109-006-0025-x

Abstract

We present Mapcurves, a quantitative goodness-of-fit (GOF) method that unambiguously shows the degree of spatial concordance between two or more categorical maps. Mapcurves graphically and quantitatively evaluate the degree of fit among any number of maps and quantify a GOF for each polygon, as well as the entire map. The Mapcurve method indicates a perfect fit even if all polygons in one map are comprised of unique sets of the polygons in another map, if the coincidence among map categories is absolute. It is not necessary to interpret (or even know) legend descriptors for the categories in the maps to be compared, since the degree of fit in the spatial overlay alone forms the basis for the comparison. This feature makes Mapcurves ideal for comparing maps derived from remotely sensed images. A translation table is provided for the categories in each map as an output. Since the comparison is category-based rather than cell-based, the GOF is resolution-independent. Mapcurves can be applied either to entire map categories or to individual raster patches or vector polygons. Mapcurves also have applications for quantifying the spatial uncertainty of particular map features.

Keywords

EcoregionGoodness-of-fitKappa statisticLandcoverModel validationOverlapSpatial concordanceSpatial uncertaintyVegetation

Copyright information

© Springer-Verlag 2006

Authors and Affiliations

  • William W. Hargrove
    • 1
  • Forrest M. Hoffman
    • 2
  • Paul F. Hessburg
    • 3
  1. 1.Environmental Science DivisionOak Ridge National LaboratoryOak RidgeUSA
  2. 2.Computer Science and Mathematics DivisionOak Ridge National LaboratoryOak RidgeUSA
  3. 3.USDA Forest ServicePNW Research StationWenatcheeUSA