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

36 citations as recorded by crossref.

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5. Potential of Landsat-8 and Sentinel-2A composite for land use land cover analysis D. Varade et al. 10.1080/10106049.2018.1497096
6. Monitoring the operational changes in surface reflectances after logging, based on popular indices over Sentinel-2, Landsat-8, and ASTER imageries Ç. Genç & A. Altunel 10.1007/s10661-024-13526-w
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35. 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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