Unlabeled Sentinel 2 time series dataset : Self-Supervised Spatio-Temporal Representation Learning of Satellite Image Time Series

This repository list all the available repositories, to load the unlabeled Sentinel 2 (S2) L2A dataset used in the article "Self-Supervised Spatio-Temporal Representation Learning Of Satellite Image Time Series". This dataset is composed of patch time series acquired over France. For further details, see section IV.A of the pre-print article, available here.  Each patch is constituted of the 10 bands  [B2,B3,B4,B5,B6,B7,B8,B8A,B11,B12] and the three masks ['CLM_R1', 'EDG_R1', 'SAT_R1']. The global dataset is composed of two disjoint datasets: training (9 tiles) and validation dataset (4 tiles).

The validation dataset is available here : 10.5281/zenodo.7890452

The training dataset is composed of 9 zenodo repositories, one for each S2 tiles. Here are the available repositories:

T31UEP 10.5281/zenodo.7899943

T31TGJ 10.5281/zenodo.7899237

T30TYS 10.5281/zenodo.7924193

T31TFN 10.5281/zenodo.7896621

T31TDL 10.5281/zenodo.7896082

T31TDJ 10.5281/zenodo.7895498

T30UVU 10.5281/zenodo.7892410

T30TYQ 10.5281/zenodo.7890542

T30TXT 10.5281/zenodo.7875977

Dataset name
S2 tiles
ROI size
Temporal extent

Train

T30TXT,T30TYQ,T30TYS,T30UVU,

T31TDJ,T31TDL,T31TFN,T31TGJ,T31UEP

1024*1024
2018-2020

Val
T30TYR,T30UWU,T31TEK,T31UER
256*256
2016-2019