Xadov

Land intelligence, on demand.

Generate land-cover maps or training datasets for your chosen area and year.

1 Draw your region

Your first 3 areas are free. Use the square tool on the map, up to 25 km² per area.

Download a sample dataset

No region drawn yet

2 Choose settings

Output

Labelled points for training your own land-cover model.

Year

Points per class (up to 100)

3 Your dataset

Class	High	Moderate	Verified

Show high-confidence only Show independently verified only Show label map preview Download dataset (.zip)

GeoJSON + CSV with spectral features, metadata and a README. Re-downloads are free.

3 Your land-cover map beta

Class	km²	Share

Show the map on the imagery Map transparency Download map (.zip)

10 m GeoTIFF with class, confidence and filled bands, a QGIS style, class areas and a README. Beta: please check it against the imagery and tell us what looks wrong.

How far to trust each class

What you get

Two outputs for any area and year you choose:

Training data: ready-to-train labelled points, picked only where the evidence for a class is strong, for building your own land-cover model.
Land-cover map (beta): a finished 10 m map of your area, for when you need the map itself and area figures rather than a model.

Training data

Every point carries a confidence tier, an independent-verification flag and spectral features, delivered as GeoJSON and CSV with a README and metadata.

Quality by class

Class	Definition	Label purity

Label purity is the share of labels confirmed by independent reference data: 1,595 expert-checked points in six African cities, and EU field-survey points for tree cover and cropland.

Water subtypes

Every Water point also has a water_type, based on how the water looks in the imagery. These are spectral subtypes, not measurements of water clarity or quality: use Water as one class unless you specifically need them.

Known limitations

Land-cover map beta

Every 10 m pixel classed as Water, Tree cover, Other vegetation, Built-up or Bare ground, with a confidence layer showing where the map is unsure. Delivered as a GeoTIFF with a QGIS style, class areas and a README. Your first 3 maps are free, up to 100 km² each.

How far to trust each class

Maps are new: their accuracy has not yet been measured on independent reference points, so check them against the imagery before relying on them.