A Forecasting Approach to Online Change Detection in Land Cover Time Series

We present a method for online detection of land cover change based on remotely sensed time series. Change is detected by monitoring deviations between observations and forecasts made using the time series historical data and similar time series in the geographical region. This method and several ot...

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Bibliographic Details
Main Authors: Willem C. Olding, Jan C. Olivier, Brian P. Salmon, Waldo Kleynhans
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8706535/