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2.1. Fundamentals on Land Consumption According to ISPRA and EEA, land consumption, or land take, is Although we take it for granted, “soil is one of the most important fragile, non-renewable resource in our lifetime that needs to be carefully managed and safeguarded for future generations. Indeed, soil is the basis of 95% of our food. It provides clean water and habitats for biodiversity while contributing to climate resilience.
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.
In this post, I am presenting you a tutorial for the land cover classification of cropland. In particular, we are going to classify a Landsat image acquired over the US state of Kansas, near the city of Ulysses, using the new version 2.3.2 of the Semi-Automatic Classification Plugin for QGIS.
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