Title :
A multiresolution analysis based on the wavelet transform to study vegetation dynamics A case study on a desertification hot spot area
Author :
Martinez, Brais ; Gimeno-Ferrer, J.F. ; Gilabert, M.A.
Author_Institution :
Univ. de Valencia, Valencia
Abstract :
The objective of the present work is the study of the seasonal and annual vegetation dynamics in order to detect degradation processes. A multiresolution analysis (MRA) based on the wavelet transform is proposed for studying the non- stationary degradation process. MRA gives a simple and fast method for decomposing a signal into its components at different temporal scales. The 1km MEDOKADS (Mediterranean Extended Daily One-Km AVHRR data set) imagery series over Spain have been considered for this study. Descriptive statistics in terms of trend and variability image have been derived from the proposed methodology. The robustness of the technique has been successfully analysed in terms of the precipitation data.
Keywords :
geophysical signal processing; vegetation; wavelet transforms; Mediterranean Extended Daily One-Km AVHRR Data Set; Spain; multiresolution analysis; nonstationary degradation process; precipitation data; signal decomposition; vegetation dynamics; wavelet transform; Degradation; Discrete wavelet transforms; Frequency; Information analysis; Multiresolution analysis; Signal analysis; Signal resolution; Vegetation mapping; Wavelet analysis; Wavelet transforms; degradation; vegetation dynamics; wavelet transform;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
DOI :
10.1109/IGARSS.2007.4423580