2026-10-12T02:07:39Z https://www.scidb.cn/oai

10.57760/sciencedb.01898 2022-11-16T15:33:56Z

2022-11-16 UAV-HSI-Crop-Dataset doi:10.57760/sciencedb.01898 en The study area locates in Shenzhou City, Hebei Province, China, and it consists of two sub-regions, Majiakou Village's plots(MJK_N, MJK_S) and Xijingmeng Valliage's plots(XJM). The hyperspectral data obtained on September 18th, 2019, with an electric hexacopter. The UAV carried the sensor Pika L hyperspectral imager made by Resonon company, which has a spectral range of 385nm to 1024nm with a total of 200 bands. And the flight height was set to be 100 m, resulting in a spatial resolution of 0.1 m per pixel. Spectronon and ENVI software was utilized for the post-processing of the hyperspectral data, including radiometric calibration, geometric correction, image stitching, and atmospheric correction. The images cropped to the 96*96*200 patches, then split into the Training set and Test set with a ratio of 8:2. The patches in the dataset are all numpy data type. UAV; hyperspectral remote sensing; deep learning; crop classification Niu Bowen Feng Quanlong Chen Boan Ou Cong Liu Yiming Yang Jianyu PUBLIC https://creativecommons.org/licenses/by-sa/4.0/ dataset http://www.doi.org/https://doi.org/10.1016/j.compag.2022.107297 Science Data Bank