Wavelet analysis in a structured clay soil using 2-D images
The spatial variability of preferential pathways for water and chemical transport in a field soil, as visualized through dye infiltration experiments, was studied by applying multifractal and wavelet transform analysis (WTA). After dye infiltration into a 4 m² plot located on a Vertisol soil near Co...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
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Copernicus Publications
2007-07-01
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Series: | Nonlinear Processes in Geophysics |
Online Access: | http://www.nonlin-processes-geophys.net/14/425/2007/npg-14-425-2007.pdf |
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author | J. A. Piñuela D. Andina K. J. McInnes A. M. Tarquis |
author_facet | J. A. Piñuela D. Andina K. J. McInnes A. M. Tarquis |
author_sort | J. A. Piñuela |
collection | DOAJ |
description | The spatial variability of preferential pathways for water and chemical transport in a field soil, as visualized through dye infiltration experiments, was studied by applying multifractal and wavelet transform analysis (WTA). After dye infiltration into a 4 m² plot located on a Vertisol soil near College Station, Texas, horizontal planes in the subsoil were exposed at 5 cm intervals, and dye stain patterns were photographed. Box-counting methods and WTA were applied to all of the 16 digitalized high-resolution dye images and to the dye-mass image obtained merging all sections. The well-known Devil's staircase multifractal was also used to illustrate wavelet-based analysis. Our results suggest that wavelet methods can complement box-counting analysis in the context of multiscaling structure analysis. |
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id | doaj.art-f5af7d23bdb74d02b86630cdf9e97cc2 |
institution | Directory Open Access Journal |
issn | 1023-5809 1607-7946 |
language | English |
last_indexed | 2024-04-12T20:42:08Z |
publishDate | 2007-07-01 |
publisher | Copernicus Publications |
record_format | Article |
series | Nonlinear Processes in Geophysics |
spelling | doaj.art-f5af7d23bdb74d02b86630cdf9e97cc22022-12-22T03:17:23ZengCopernicus PublicationsNonlinear Processes in Geophysics1023-58091607-79462007-07-01144425434Wavelet analysis in a structured clay soil using 2-D imagesJ. A. PiñuelaD. AndinaK. J. McInnesA. M. TarquisThe spatial variability of preferential pathways for water and chemical transport in a field soil, as visualized through dye infiltration experiments, was studied by applying multifractal and wavelet transform analysis (WTA). After dye infiltration into a 4 m² plot located on a Vertisol soil near College Station, Texas, horizontal planes in the subsoil were exposed at 5 cm intervals, and dye stain patterns were photographed. Box-counting methods and WTA were applied to all of the 16 digitalized high-resolution dye images and to the dye-mass image obtained merging all sections. The well-known Devil's staircase multifractal was also used to illustrate wavelet-based analysis. Our results suggest that wavelet methods can complement box-counting analysis in the context of multiscaling structure analysis.http://www.nonlin-processes-geophys.net/14/425/2007/npg-14-425-2007.pdf |
spellingShingle | J. A. Piñuela D. Andina K. J. McInnes A. M. Tarquis Wavelet analysis in a structured clay soil using 2-D images Nonlinear Processes in Geophysics |
title | Wavelet analysis in a structured clay soil using 2-D images |
title_full | Wavelet analysis in a structured clay soil using 2-D images |
title_fullStr | Wavelet analysis in a structured clay soil using 2-D images |
title_full_unstemmed | Wavelet analysis in a structured clay soil using 2-D images |
title_short | Wavelet analysis in a structured clay soil using 2-D images |
title_sort | wavelet analysis in a structured clay soil using 2 d images |
url | http://www.nonlin-processes-geophys.net/14/425/2007/npg-14-425-2007.pdf |
work_keys_str_mv | AT japinuela waveletanalysisinastructuredclaysoilusing2dimages AT dandina waveletanalysisinastructuredclaysoilusing2dimages AT kjmcinnes waveletanalysisinastructuredclaysoilusing2dimages AT amtarquis waveletanalysisinastructuredclaysoilusing2dimages |