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[[[0.4184642732143402,0.43054360151290894,0.4426229000091553,0.4555651843547821,0.46937018632888794,(...TRUNCATED) | 215.414948 |
[[[0.3295944631099701,0.32786887884140015,0.3270060420036316,0.3270060420036316,0.3270060420036316,0(...TRUNCATED) | 321.297455 |
[[[0.3270060420036316,0.33045727014541626,0.3339085280895233,0.3313201069831848,0.32355478405952454,(...TRUNCATED) | 369.460022 |
[[[0.40120798349380493,0.4089732766151428,0.4167385995388031,0.4245039224624634,0.43226924538612366,(...TRUNCATED) | 111.711845 |
[[[0.30888697504997253,0.3123382329940796,0.31578949093818665,0.31837788224220276,0.3218291401863098(...TRUNCATED) | 314.714386 |
[[[0.3632442057132721,0.3580673038959503,0.3537532389163971,0.3511648178100586,0.35289040207862854,0(...TRUNCATED) | 209.766327 |
[[[0.32269197702407837,0.32355478405952454,0.32355478405952454,0.32355478405952454,0.322691977024078(...TRUNCATED) | 103.846436 |
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[[[0.31147539615631104,0.3166522979736328,0.3192407190799713,0.3218291401863098,0.3244176208972931,0(...TRUNCATED) | 186.275391 |
End of preview. Expand
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🌲 AGBD: A Global-scale Biomass Dataset 🌳
Authors: Ghjulia Sialelli (gsialelli@ethz.ch), Torben Peters, Jan Wegner, Konrad Schindler
15x15 Version
This dataset is the smaller 15x15 Version if you want to have access to the bigger 25x25 patches goto huggingface.co/datasets/prs-eth/AGBD
Dataset Description
Each dataset sample consists of a pair of pre-cropped, pre-normalized images and their corresponding biomass labels. The full project page including links to preprocessed uncropped data can be found on github.com/ghjuliasialelli/AGBD/
Image Details
Each image contains 24 channels, organized as follows:
- Spectral Bands: B01, B02, B03, B04, B05, B06, B07, B08, B8A, B09, B11, B12
- Geographical Coordinates: lat_cos, lat_sin, lon_cos, lon_sin
- ALOS PALSAR Bands: alos_hh, alos_hv
- Canopy Heights: ch, ch_std
- Land Cover Information: lc_cos, lc_sin, lc_prob
- Digital Elevation Model: dem
Channel Structure
(B01 B02 B03 B04 B05 B06 B07 B08 B8A B09 B11 B12) | (lat_cos, lat_sin, lon_cos, lon_sin) | (alos_hh, alos_hv) | (ch, ch_std) | (lc_cos, lc_sin, lc_prob) | dem
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