ASSESSMENT OF CLASSIFICATION ACCURACIES OF SENTINEL-2 AND LANDSAT-8 DATA FOR LAND COVER / USE MAPPING

40 citations as recorded by crossref.

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6. Potential of Landsat-8 and Sentinel-2A composite for land use land cover analysis D. Varade et al. 10.1080/10106049.2018.1497096
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39. Designing a European-Wide Crop Type Mapping Approach Based on Machine Learning Algorithms Using LUCAS Field Survey and Sentinel-2 Data B. Ghassemi et al. 10.3390/rs14030541
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