derived data machine learning open data 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 %] at 10 m spatial resolution
Custom scripts for other collections
European Commission, Joint Research Centre (JRC)
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byoc-3dbeea2c-3207-4c65-8a73-c29ce2675f89
3dbeea2c-3207-4c65-8a73-c29ce2675f89