Separating Scale-Specific Spatial Variability in Two Dimensions using Bi-Dimensional Empirical Mode Decomposition

Autor:	Asim Biswas, Raphael A. Viscarra Rossel, H. P. Cresswell, Bingcheng Si
Rok vydání:	2013
Předmět:	Total variation Scale (ratio) Dimension (vector space) Digital soil mapping Soil Science Spatial variability Variance (accounting) Digital elevation model Biological system Hilbert–Huang transform Mathematics
Zdroj:	Soil Science Society of America Journal. 77:1991-1995
ISSN:	0361-5995
DOI:	10.2136/sssaj2012.0430n
Popis:	Empirical mode decomposition (EMD) has been used to separate the spatial variability in soil properties at different scales in one dimension. The objective of this note is to illustrate the use of a two-dimensional extension of the EMD (known as bi-dimensional empirical mode decomposition or BEMD) to separate the spatial variability at different scales. A digital elevation model (DEM) was used as an example to demonstrate the method. The BEMD separated the overall variation into a number of components according to the dominant spatial scales. The variance contributions of each component towards the total variance indicated their importance which can help choose the important scale components for various applications including digital soil mapping.
Databáze:	OpenAIRE
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