1. Mapping isogrowth zones on continental scale using temporal Fourier analysis of AVHRR-NDVI data
- Author
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Susanna Azzali and Massimo Menenti
- Subjects
Land cover ,Winand Staring Centre for Integrated Land, Soil and Water Research ,Soil and Water Research ,Vegetation ,Normalized Difference Vegetation Index ,Ancillary data ,symbols.namesake ,Geography ,Fourier transform ,AVHRR-NDVI ,Phenology ,Fourier analysis ,Staring Centrum ,Climatology ,Time-series analysis ,symbols ,Winand Staring Centre for Integrated Land ,Time series ,Scale (map) ,Remote sensing - Abstract
Global satellite observations (NOAA/AVHRR) available for an extended time series (10 years) provide measurements of spectral reflectances in the red and near-infrared, which are useful to monitor the phenology of green vegetation. The methodology applied to study the phytophenological rhythms of vegetation involved the application of the Fourier analysis, used to summarize nine years of monthly NDVI-global/local area coverage (GAC/LAC) composites in a few parameters, ie, amplitude and phase values of the dominant periodic components. Continental-scale maps of vegetation units, each one characterized by homogeneous foliar phenology (maps of isogrowth zones), were calculated by using Fourier attributes such as the mean NDVI, the amplitude and the phase values at 12 and six months. Maps of isogrowth zones were obtained at continental scale for Southern Africa, South America and Europe by means of different temporal NOAA-AVHRR NDVI datasets. The main Fourier spectra of the isogrowth zones were compared with various ancillary data, ie, land cover maps, meteorological data, etc. The results highlight the importance of the Fourier analysis of the time series of NDVI observations as a reliable method of characterizing vegetation dynamics and correlating them with land cover characteristics at regional and continental scales.
- Published
- 1999
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