GEOSTATISTICAL DESCRIPTION OF TEXTURE ON AN AERIAL PHOTOGRAPH FOR DISCRIMINATING CLASSES OF LAND-COVER

Authors
Citation
Rm. Lark, GEOSTATISTICAL DESCRIPTION OF TEXTURE ON AN AERIAL PHOTOGRAPH FOR DISCRIMINATING CLASSES OF LAND-COVER, International journal of remote sensing, 17(11), 1996, pp. 2115-2133
Citations number
29
Categorie Soggetti
Photographic Tecnology","Remote Sensing
ISSN journal
01431161
Volume
17
Issue
11
Year of publication
1996
Pages
2115 - 2133
Database
ISI
SICI code
0143-1161(1996)17:11<2115:GDOTOA>2.0.ZU;2-G
Abstract
The mean square-root pair difference between the DN values of pixels s eparated by a particular spatial interval (lag) in a digital image is a measure of spatial variability related to the semi-variance. It is s hown that this statistic, when evaluated in a local window for several lags differing in length and direction, can make an important contrib ution to the discrimination of classes of land cover. Square-root pair differences are, for this purpose, statistically preferable to semi-v ariances. It is also shown that a set of square-root pair differences measures different components of image texture, not all of which may b e distinguished by simpler textural variables.