Accurate and Scalable Processing of Big Data in Earth Observation

BigEarthNet - A New Large-Scale Sentinel-2 Benchmark Archive

The BigEarthNet archive contains 590,326 Sentinel-2 image patches with multiple annotations. Examples of patches are given below. For more details, please visit BigEarth.Net

Continuous urban fabric, Green urban areas
Continuous urban fabric, Green urban areas
Non-irrigated arable land, Fruit trees and berry plantations, Pastures
Non-irrigated arable land, Fruit trees and berry plantations, Pastures
Pastures, Water courses, Water bodies
Pastures, Water courses, Water bodies
Construction sites, Non-irrigated arable land, Pastures, Coniferous forest, Inland marshes, Water courses
Construction sites, Non-irrigated arable land, Pastures, Coniferous forest, Inland marshes, Water courses
Non-irrigated arable land, Pastures, Moors and heathland
Non-irrigated arable land, Pastures, Moors and heathland
Land principally occupied by agriculture, with significant areas of natural vegetation, Beaches, dunes, sands, Intertidal flats, Estuaries, Sea and ocean
Land principally occupied by agriculture, with significant areas of natural vegetation, Beaches, dunes, sands, Intertidal flats, Estuaries, Sea and ocean
Discontinuous urban fabric, Construction sites, Green urban areas
Discontinuous urban fabric, Construction sites, Green urban areas
Coniferous forest, Mixed forest, Transitional woodland/shrub, Water bodies
Coniferous forest, Mixed forest, Transitional woodland/shrub, Water bodies