Comparing thematic maps based on map value

Authors
Citation
Sv. Stehman, Comparing thematic maps based on map value, INT J REMOT, 20(12), 1999, pp. 2347-2366
Citations number
37
Categorie Soggetti
Earth Sciences
Journal title
INTERNATIONAL JOURNAL OF REMOTE SENSING
ISSN journal
01431161 → ACNP
Volume
20
Issue
12
Year of publication
1999
Pages
2347 - 2366
Database
ISI
SICI code
0143-1161(19990815)20:12<2347:CTMBOM>2.0.ZU;2-5
Abstract
When comparing maps to decide which map is better for a given application, the measure on which the comparison is based should represent the value or utility of the map to the intended application. Several map value measures are presented which employ user-selected weights to reflect the utility of the map to project objectives. Map value measures may be derived from eithe r user's or producer's accuracy, or from the information in the full error matrix. Some commonly used map comparison measures such as the overall prop ortion of area correctly classified, average user's accuracy, and the tau c oefficient of agreement are shown to be interpretable as measures of map va lue, thus illustrating that comparisons based on these measures also employ a weighting scheme. Although not interpretable as a map value measure, the kappa coefficient, is also evaluated for use in comparing maps.