The Application and Evaluation of Spectral Reconstruction of Hyperion Based on Radiative Transfer Model
ZHANG Chuan 1,2,3， LIU Shao-feng 1,2,3， LIU Yan-hong 1,2,3， PEI Xiao-yin 1,2,3
1. State Key Laboratory of Geological Processes and Mineral Resources, China University of Geosciences, Beijing 100083, China；2. Faculty of Geosciences and Resources, China University of Geosciences, Beijing 100083, China； 3. Key Laboratory of Lithosphere Tectonics and Lithoprobing Technology of Ministry of Education, China University of Geosciences, Beijing 100083, China
Spectral reconstruction is a prerequisite for quantitative analysis of hyperspectral data, and atmospheric correction is the key step to spectral reconstruction. The atmospheric radiative transfer model is the most feasible method for hyperspectral data without simultaneous measurement of the ground. In this paper, the prevalent atmospheric radiative transfer models MODTRAN4.0 and 6S were used respectively for atmospheric correction and spectral reconstruction of EO-1’s Hyperion hyperspectral data in the study areas. Then the results of the correction using the atmospheric radiative transfer model and the applicability of the model were evaluated by comparing three types of reconstructed spectra respectively from vegetation, clay mineral and water and by calculating accuracy of spectral reconstruction using the statistical method. The superiority of integrated processing is reflected in the end by the application of FLAASH model.
张川, 刘少峰, 刘衍宏, 裴晓寅. 基于辐射传输模型的Hyperion光谱重建应用评价[J]. 国土资源遥感, 2010, 22(2): 30-34.
ZHANG Chuan, LIU Shao-Feng, LIU Yan-Hong, PEI Xiao-Yin. The Application and Evaluation of Spectral Reconstruction of Hyperion Based on Radiative Transfer Model. REMOTE SENSING FOR LAND & RESOURCES, 2010, 22(2): 30-34.
2010, Vol. 22 
