This data sets can be retrieved from AVIRIS NASA site. Among the many datasets available, the .mat archive posted here corresponds to the f970619t01p02_r02_sc03.a.rfl reflectance file.

很实用的用于高光谱遥感图像分类Salinas数据集，欢迎下载

高光谱遥感数据集Indian Pines，包含测试集和训练集。

包括Salinas和Salinas-A This scene was collected by the 224-band AVIRIS sensor over Salinas Valley, California, and is characterized by high spatial resolution (3.7-meter pixels). The area covered comprises 512 lines by 217 samples. As with Indian Pines scene, we discarded the 20 water absorption bands, in this case bands: [108-112], [154-167], 224. This image was available only as at-sensor radiance data. It includes vegetables, bare soils, and vineyard fields. Salinas groundtruth contains 16 classes.

The NASA EO-1 satellite acquired a sequence of data over the Okavango Delta, Botswana in 2001-2004. The Hyperion sensor on EO-1 acquires data at 30 m pixel resolution over a 7.7 km strip in 242 bands covering the 400-2500 nm portion of the spectrum in 10 nm windows. Preprocessing of the data was performed by the UT Center for Space Research to mitigate the effects of bad detectors, inter-detector miscalibration, and intermittent anomalies. Uncalibrated and noisy bands that cover water absorption features were removed, and the remaining 145 bands were included as candidate features: [10-55, 82-97, 102-119, 134-164, 187-220]. The data analyzed in this study, acquired May 31, 2001, consist of observations from 14 identified classes representing the land cover types in seasonal swamps, occasional swamps, and drier woodlands located in the distal portion of the Delta.

These are two scenes acquired by the ROSIS sensor during a flight campaign over Pavia, nothern Italy. The number of spectral bands is 102 for Pavia Centre and 103 for Pavia University. Pavia Centre is a 1096*1096 pixels image, and Pavia University is 610*610 pixels, but some of the samples in both images contain no information and have to be discarded before the analysis. The geometric resolution is 1.3 meters. Both image groundtruths differenciate 9 classes each. It can be seen the discarded samples in the figures as abroad black strips.

高光谱常用数据集，包含SA，PU，IP的mat文件和已经转成csv文件的数据集

是从这个网站上下的 http://www.ehu.eus/ccwintco/index.php?title=Hyperspectral_Remote_Sensing_Scenes 包括1 Indian Pines 2 Salinas 2.1 Salinas scene 2.2 Salinas-A scene 3 Pavia Centre and University 3.1 Pavia Centre scene 3.2 Pavia University scene 4 Cuprite 5 Kennedy Space Center (KSC) 6 Botswana 均为MATLAB数据文件，由于上传大小限制，分三批上传，第一批

本次数据集是用于高光谱图像分类使用的indian影像数据集，该图像数据集是采用可见光与红外机载式成像光谱仪器（AVIRIS）获取的来自于印第安纳州西北部Indian Pines农业试验场的高光谱图像。用于遥感方向的研究使用。

高光谱图像数据集，包含Indian,Pavia。每类数据集里包含图像原始信息，以及相对应的ground truth。