M3LEO-miniset/conus

Contiguous UNited States AOI

Randomly sampled 5000 data tiles (3000 for training, and 1000 for validation and testing). Occasionally, not all tiles were available for all datasets. We include a detailed breakdown of the number of chips per dataset below.

We provide '.csv' files with predefined train (blue), test (orange) and validation (green) splits that can be used for repeatability and comparability of experiments. 60% of tiles are allocated for training, 20% for validation, and 20% for testing.

Temporal Coverage

As of now, M3LEO contains data for 2020.

Content

• —`s1grd-2020`: Sentinel-1 SAR GRD: C-band Synthetic Aperture Radar Ground Range Detected, three channels (vv, vh, vv/vh) at 10m resolution, taking the seasonal median (4 seasons per year) for both ascending and descending modes.

• —`gssic`: Global Seasonal Sentinel-1 Interferometric Coherence and Backscatter dataset at aroud 90m resolution.

• —`gunw-dateinit_dateend`: ARIA Sentinel-1 Geocoded Unwrapped Interferograms at 90m resolution, selecting within the [dateinit, datend] period the date that has most interferometric pairs as first date.

• —`s2rgbm-2020`: Harmonized Sentinel-2 Level 2A, three channels (red, green, blue) monthly cloudless median at 10m resolution.

• —`biomass-2020`: ESA CCI Above Ground Biomass annual maps at 90m resolution.

• —`esaworldcover-2020`: ESA World Cover land cover maps at 10m resolution.

• —`modis44b006veg`: MODIS Vegetation Continuous Field annual maps at 250m resolution.

• —`ghsbuilts-2020`: EU JRC Global Human Settlement Layer Builtup Surface at 100m resolution.

• —`srtmdem`: NASA SRTM digital elevetation model at 30m resolution.