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The reconstruction of missing data in image time series due to cloud masking, among other reasons, is addressed in this paper. A new patch-based strategy based on the similarities between the spatial, spectral and temporal evolutions of the image pixel values is proposed. Experiments are carried out using Landsat-8 and SPOT-5 image time series. The proposed methodology is compared to classical temporal...
The exploitation of new high revisit frequency earth observations by the future Sentinel-2 satellite is clearly an important opportunity for global agricultural monitoring. In this context, the Sentinel-2Agriculture project aims at producing algorithms working on large geographical areas having different climates and different agricultural systems. In the framework of this project, the construction...
Developing better agricultural monitoring capabilities based on Earth Observation data is critical for strengthening food production information and market transparency. In 2014, the European Space Agency launched the Sentinel-2 for Agriculture project which aims at preparing the exploitation of Sentinel-2 data for agriculture monitoring through the development of an open source system able to generate...
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