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Multiscaling properties of soil moisture images and decomposition of large- and small-scale features using wavelet transforms.

Authors :
Hu, Zhenglin
Chen, Yizong
Islam, Shafiqul
Source :
International Journal of Remote Sensing. 09/10/98, Vol. 19 Issue 13, p2451-2467. 17p.
Publication Year :
1998

Abstract

The scaling-multiscaling properties of passive microwave remotely sensed soil moisture images from the Washita '92 experiment are investigated. Analysis of moments of the soil moisture shows a log-log linearity of moments with spatial scale and the concavity of corresponding slopes with the order of moments. These properties suggest a deviation from simple scaling and the possible presence of multiscaling. By decomposing the soil moisture images into large-scale and small-scale fluctuation parts using wavelet transforms, it is shown that the small-scale fluctuation features obey a simple scaling law. The implications for such a decomposition and the coupling between the large-scale and small-scale features are discussed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01431161
Volume :
19
Issue :
13
Database :
Academic Search Index
Journal :
International Journal of Remote Sensing
Publication Type :
Academic Journal
Accession number :
3844658
Full Text :
https://doi.org/10.1080/014311698214550