PASTIS, short for Panoptic Segmentation of satellite image TImes Series, is the first open SITS dataset with panoramic annotations. The dataset consists of 2,433 multispectral image sequences of 10×128×128 shape. Each sequence contains 38 to 61 observation points between September 2018 and November 2019, totaling more than 2 billion pixels. The acquisition interval is uneven, with an average of 5 days.

Each pixel in the dataset has semantic annotations, with a total of 19 categories, including 18 crop types and 1 background class. The annotations are taken from a French public land parcel recognition system with an annotation accuracy of more than 98%. For cross-validation, the dataset was divided into 5 folds.