Name
Title | ||
|---|---|---|
Land-Cover Separability Analysis of MODIS Time-Series Data Using a Combined Simple Harmonic Oscillator and a Mean Reverting Stochastic Process |
Abstract | ||
|---|---|---|
It is proposed that the time series extracted from moderate resolution imaging spectroradiometer satellite data be modeled as a simple harmonic oscillator with additive colored noise. The colored noise is modeled with an Ornstein-Uhlenbeck process. The Fourier transform and maximum-likelihood parameter estimation are used to estimate the harmonic and noise parameters of the colored simple harmonic... |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/JSTARS.2012.2183118 | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
Keywords | Field | DocType |
MODIS,Noise,Harmonic analysis,Time series analysis,Data models,Remote sensing,Vegetation mapping | Time series,Colored,Colors of noise,Simple harmonic motion,Remote sensing,Harmonic,Fourier transform,Harmonic analysis,Estimation theory,Mathematics | Journal |
Volume | Issue | ISSN |
5 | 3 | 1939-1404 |
Citations | PageRank | References |
2 | 0.54 | 7 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| t l grobler | 1 | 18 | 2.95 |
| Etienne R. Ackermann | 2 | 7 | 2.46 |
| Jan C. Olivier | 3 | 148 | 29.36 |
| Augustinus J. van Zyl | 4 | 8 | 2.83 |
| Waldo Kleynhans | 5 | 111 | 27.45 |