Dimension Reduction of Multi-Spectral Satellite Image Time Series to Improve Deforestation Monitoring

In recent years, sequential tests for detecting structural changes in time series have been adapted for deforestation monitoring using satellite data. The input time series of such sequential tests is typically a vegetation index (e.g., NDVI), which uses two or three bands and ignores all other band...

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Bibliographic Details
Main Authors: Meng Lu, Eliakim Hamunyela, Jan Verbesselt, Edzer Pebesma
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/9/10/1025