Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXIX 2023
DOI: 10.1117/12.2664856
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Sentinel-2 data classification for land use land cover mapping in northern Algeria

Nadia Zikiou,
Holly E. Rushmeier

Abstract: The study of land use and land cover (LULC) changes is essential to understand the impact of human activities on the environment. The North of Algeria is a region that experiences high rates of change in LULC, making it a suitable study area. In this research, the potential of Sentinel-2 attributes for LULC classification in this region is evaluated using a deep learning-based approach. To improve the efficiency of the model, six reflectance-based indices are calculated to highlight the region of interest. The… Show more

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