Dataset with Agricultural Parcels Markup on Satellite Images
收藏资源简介:
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.
本数据集专为开发与测试《基于历史植被指数数据的卫星影像农田地块分割》论文中提出的算法而构建。不过该标注集亦可用于测试其他算法并对比其性能表现。本数据集采用了哨兵-2A(Sentinel-2A)、哨兵-2B(Sentinel-2B)遥感卫星项目的观测数据,包含俄罗斯与乌克兰境内四个农业发达地区的农田地块标注信息。所选区域均覆盖农田以外的多种地貌类型,包括城区、水面、沼泽与森林。



