Papers20100623113855 < AI_GEOSTATS

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*Title:* Assessing Accuracy of Land-Cover Change Data Aggregated to a Fixed Spatial Support

*Date:* 8 September 2003

<strong>Authors: </strong>Stephen V. Stehman, James D. Wickham

<strong>Link: </strong> <a target="_blank" href="http://www.geocomputation.org/2003/Papers/Stehman_Paper.pdf">http://www.geocomputation.org/2003/Papers/Stehman_Paper.pdf</a>

*Abstract:*

A method for assessing the accuracy of land-cover change products is described that evaluates net change at a specified spatial support. Accuracy is quantified by the mean absolute deviation, a metric derived from the absolute value of the difference between the map change in a land-cover class and the true change in the land-cover class. Several sampling design options are described for collecting the reference data. Stratification is a key design feature because of the desire to increase sample size in the rare high change areas of the map. A protocol for a priori evaluation of different sampling designs is described. Details of the accuracy assessment protocol are illustrated via a change product derived from the 1992 and preliminary 2001 National Land-Cover Data (NLCD).

Reference: Proceedings of the 7th International Conference on !GeoComputation, University of Southampton, United Kingdom, 8 - 10 September 2003.<br />CD-ROM. Produced by D.Martin, "GeoComputation CD-ROM".

Topic revision: r3 - 2010-08-13 - 21:02:36 - TheresiaFreska

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