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Monitoring vegetation dynamics using MERIS fused images

Raul Zurita-Milla(1), G. Kaiser(2), J. Clevers(1), W. Schneider(2) and M.E. Schaepman(1)

(1) Wageningen University, P.O. Box 47, 6700 AA Wageningen, Netherlands
(2) University of Natural Resources and Applied Life S, BOKU, 1190 Vienna, Austria

Abstract

The MEdium Resolution Imaging Spectrometer (MERIS) can be used to monitor vegetation dynamics at regional to global scales. However, the spatial resolutions provided by this sensor (300 or 1200 m) might not be appropriate to monitor fragmented landscapes. This is why the synergistic use of MERIS full resolution (300 m) and Landsat TM (25 m) data is studied in this paper. An unmixing-based data fusion approach was used to produce images that have the spectral and temporal resolutions provided by MERIS and the spatial resolution of Landsat TM. The central part of The Netherlands was selected to illustrate this approach. Seven MERIS full resolution and one Landsat TM image were available over this area. The radiometric characteristics of the fused images were evaluated at 25 and at 300 m. After this quantitative quality assessment, the best fused images were used to compute NDVI, MTCI and MGVI profiles for the main land cover types present in the study area.

 

Workshop presentation

Keywords: ESA European Space Agency - Agence spatiale europeenne, observation de la terre, earth observation, satellite remote sensing, teledetection, geophysique, altimetrie, radar, chimique atmospherique, geophysics, altimetry, radar, atmospheric chemistry