input
sequencelengths 24
24
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float32 0.67
500
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[[[0.4641932249069214,0.49870580434799194,0.532355546951294,0.5711820125579834,0.616048276424408,0.6(...TRUNCATED) | 215.414948 |
[[[0.3459879159927368,0.3537532389163971,0.3615185618400574,0.36928388476371765,0.3761863708496094,0(...TRUNCATED) | 321.297455 |
[[[0.31751513481140137,0.32528045773506165,0.3313201069831848,0.33477136492729187,0.3373597860336303(...TRUNCATED) | 369.460022 |
[[[0.4331320822238922,0.45470237731933594,0.47627267241477966,0.4978429675102234,0.5194132328033447,(...TRUNCATED) | 111.711845 |
[[[0.29421916604042053,0.29939600825309753,0.30371007323265076,0.30888697504997253,0.314063817262649(...TRUNCATED) | 314.714386 |
[[[0.4072476327419281,0.40293362736701965,0.4020707905292511,0.4046591520309448,0.4072476327419281,0(...TRUNCATED) | 209.766327 |
[[[0.30543574690818787,0.30802416801452637,0.3097498118877411,0.31061258912086487,0.3097498118877411(...TRUNCATED) | 103.846436 |
[[[0.40811046957969666,0.40379631519317627,0.4003451466560364,0.39603108167648315,0.3925798237323761(...TRUNCATED) | 184.410675 |
[[[0.29335635900497437,0.29853326082229614,0.30371007323265076,0.30802416801452637,0.313201069831848(...TRUNCATED) | 186.275391 |
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🌲 AGBD: A Global-scale Biomass Dataset 🌳
Authors: Ghjulia Sialelli (gsialelli@ethz.ch), Torben Peters, Jan Wegner, Konrad Schindler
25x25 Version
This dataset is the bigger 25x25 Version if you want to have access to the smaller 15x15 patches goto huggingface.co/datasets/prs-eth/AGBD_15
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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