Ground Truth and Automated Classification from Copernicus Sentinel-2 Imagery

Ground-Truth and Sentinel2 imagery classification of Trees Outside Forest in an agroforestry landscape in Umbria, Italy.

Location: Alfina plains, Castelgiorgio area, Umbria, Italy. Reference system: EPSG:32632 (WGS84, UTM zone 32 North) Extent: West 740609 — East 750828, South 4726490 — North 4737250

Dataset format: geopackage, a single file data.gpkg containing 9 vector layers (in alphabetical order):

1. Areas — Areas of interest, 2 polygons
2. Classification — Automated classification from Sentinel2 imagery, 11781 polygons
3. Hedgerows1 — Ground truth, hedgerows of Area1, 148 lines
4. Hedgerows2 — Ground truth, hedgerows of Area2, 135 lines
5. Sentinel2 — Sentinel2 scenes footprint, one polygon
6. Trees1 — Ground truth, isolated trees of Area1, 55 points
7. Trees2 — Ground truth, isolated trees of Area2, 64 points
8. Woods1 — Ground truth, small forest patches of Area1, 33 polygons
9. Woods2 — Ground truth, small forest patches of Area2, 37 polygons

Accompanying map: map.qgz, Qgis 3.6 format. The geopackage dataset is supposed to be stored in the same directory of the map (relative path = ./)

Dataset description and metadata: meta.pdf