A Kalman Filter-Based Method to Generate Continuous Time Series of Medium-Resolution NDVI Images

A Kalman Filter-Based Method to Generate Continuous Time Series of Medium-Resolution NDVI Images

A data assimilation method to produce complete temporal sequences of synthetic medium-resolution images is presented. The method implements a Kalman filter recursive algorithm that integrates medium and moderate resolution imagery. To demonstrate the approach, time series of 30-m spatial resolution...

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Bibliographic Details
Main Authors: Fernando Sedano, Pieter Kempeneers, George Hurtt
Format: Article
Language:English
Published: MDPI AG 2014-12-01
Series:Remote Sensing
Subjects:
Kalman filter
Landsat
MODIS
time series
data fusion
filtering
smoothing
monitoring
uncertainty
Online Access:http://www.mdpi.com/2072-4292/6/12/12381

Internet

http://www.mdpi.com/2072-4292/6/12/12381

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