monster-monash/S2Agri-34

S2Agri-34是一个卫星图像时间序列数据集，包含了一个覆盖法国12,100平方公里区域的Sentinel-2数据单一瓦片（T31TFM），使用10个光谱带，以10米分辨率提供。数据集包含了2017年1月至10月的时间序列，长度为24。该数据集被重新组织为基于像素的处理，共有59,268,823个像素，分为34个土地覆盖类别。数据集来源于法国土地地块识别系统，是不平衡的，最大的四个类别占去了90%的地块。提供了两套土地覆盖分类标签版本：S2Agri-17和S2Agri-34，分别包含17类和34类标签。此外，还有对应的10%地块数据的较小版本：S2Agri-10pc-17和S2Agri-10pc-34。

S2Agri-34 is a satellite image time series dataset containing a single Sentinel-2 tile (T31TFM) covering a 12,100 km² area in France, using 10 spectral bands provided at 10m resolution. The dataset includes time series from January to October 2017, with a length of 24. It is reorganized for pixel-based processing, comprising 59,268,823 pixels across 34 land cover categories. The dataset originates from the French Land Parcel Identification System and is imbalanced, with the largest four categories accounting for 90% of the parcels. Two versions of land cover classification labels are provided: S2Agri-17 with 17 classes and S2Agri-34 with 34 classes. Additionally, smaller versions with data for 10% of the parcels are available as S2Agri-10pc-17 and S2Agri-10pc-34, respectively.