derived data machine learning open data raster sentinel hub urban mapping
The Global Human Settlement (GHS) framework produces global maps of built-up, population density and settlements to monitor human presence on Earth over time. The Global Human Settlement Layer GHS-BUILT-S2 is a global map of built-up areas (expressed as probabilities) at 10 m spatial resolution. It was derived from a Sentinel-2 global image composite for the reference year 2018 using Convolutional Neural Networks.
10m
Global coverage with longitude from 180°W to 180°E and latitude from 72°N to 56°S
Reference year 2018
Irregular
Built-up probability [0 - 100 %]
Collection of Copernicus services data custom scripts
Creative Commons Attribution 4.0 International License, find more details on use and access conditions here
European Commission, Joint Research Centre (JRC)
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https://creodias.sentinel-hub.com
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CUSTOM
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