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4. Discussion The methodology compares the three CNN algorithms VGG16, DenseNet121 and ResNet50 for land cover mapping according to five EAGLE-compliant land cover classes through Sentinel-2 multispectral image classification. The methodology also refers to the land monitoring activities carried out by ISPRA for the national territory, in an attempt to enhance its standards and products for the creation of new land mapping tools.
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