The dataset was created for the development and testing of the algorithm proposed in the paper "Segmentation of agricultural parcel in satellite images based on historical vegetation index data". However, this markup can be used to test other algorithms and compare their quality. This work employs data from the remote sensing programs Sentinel-2A, Sentinel-2B. The dataset contains the agricultural parcel markup for four regions within Russia and Ukraine, where agriculture is well developed. The areas were chosen so that each of them had other types of terrain in addition to fields: urban area, water surface, swamps, and forests.