DocumentCode :
812667
Title :
The impact of misregistration on change detection
Author :
Townshend, John R G ; Justice, Christopher O. ; Gurney, Charlotte ; McManus, James
Author_Institution :
Dept. of Geogr., Maryland Univ., College Park, MD, USA
Volume :
30
Issue :
5
fYear :
1992
fDate :
9/1/1992 12:00:00 AM
Firstpage :
1054
Lastpage :
1060
Abstract :
The impact of misregistration on the detection of changes in land cover has been evaluated using spatially degraded Landsat MSS images, focusing on simulated images of the normalized difference vegetation index (NDVI). Single-date images from seven areas were misregistered against themselves, and the statistical properties of the differences were analyzed. In the absence of any actual changes to the land surface, the consequences of misregistration were very marked even for subpixel misregistrations. Pairs of images from different time periods were then misregistered. For four densely covered areas, an error equivalent to greater than 50% of the actual differences in the NDVI, as measured by the semivariance, was induced by a misregistration of only one pixel. To achieve an error of only 10%, registration accuracies of 0.2 pixels or less are required. For three more sparsely vegetated areas with semiarid climates, a registration accuracy of between 0.5 and 1.0 pixel was sufficient to achieve an error of 10% or less. The results indicate that high levels of registration are needed for reliable monitoring of global change
Keywords :
geophysical techniques; remote sensing; change detection; land cover; land surface; measurement; misregistration; multispectral method; normalized difference vegetation index; registration; remote sensing; spatially degraded Landsat MSS images; subpixel; technique; Biosensors; Earth Observing System; Image resolution; MODIS; Remote monitoring; Remote sensing; Sensor systems; Spatial resolution; Spectroscopy; Vegetation mapping;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/36.175340
Filename :
175340
Link To Document :
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