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The improvement of cross-calibration of IIM data and band selection for FeO inversion 被引量:4

The improvement of cross-calibration of IIM data and band selection for FeO inversion
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摘要 Chang’E-1(CE-1)Interference Imaging Spectrometer(IIM)dataset suffers from the weak response in the near infrared(NIR)bands,which are the important wavelength for retrieving the minerals and elements of the Moon.In this paper,the cross-calibration was implemented to the IIM hyperspectral data for improving the weak response in NIR bands.The results show that the cross-calibrated IIM spectra were consistent to the Earth-based telescopic spectra,which suggests that the cross-calibration yields acceptable results.For further validating the influence of the cross-calibration on the FeO inversion and searching the optimal bands to retrieve lunar FeO contents,four band selection schemes were designed to retrieve FeO using the original and cross-calibrated IIM spectra.By comparing the distribution patterns and histograms of the IIM derived FeO contents with the Clementine derived FeO,the IIM 891 nm band after cross-calibration showed a higher accuracy in the FeO inversion,hence most useful for lunar FeO inversion. Chang'E-1(CE-1) Interference Imaging Spectrometer(IIM) dataset suffers from the weak response in the near infrared(NIR)bands, which are the important wavelength for retrieving the minerals and elements of the Moon. In this paper, the cross-calibration was implemented to the IIM hyperspectral data for improving the weak response in NIR bands. The results show that the cross-calibrated IIM spectra were consistent to the Earth-based telescopic spectra, which suggests that the cross-calibration yields acceptable results. For further validating the influence of the cross-calibration on the FeO inversion and searching the optimal bands to retrieve lunar FeO contents, four band selection schemes were designed to retrieve FeO using the original and cross-calibrated IIM spectra. By comparing the distribution patterns and histograms of the IIM derived FeO contents with the Clementine derived FeO, the IIM 891 nm band after cross-calibration showed a higher accuracy in the FeO inversion, hence most useful for lunar FeO inversion.
出处 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2013年第11期2216-2225,共10页 中国科学:物理学、力学、天文学(英文版)
基金 supported by the National Basic Research Program of China (Grant No. 2010CB951603) Shanghai Science and Technology Support Program Special for EXPO (Grant No. 10DZ0581600) the Open Research Funding Program of KLGIS (Grant No. KLGIS2011A09) the National Natural Science Foundation of China (Grant No. 41172296) the Program for New Century Excellent Talents in University (Grant No. NCET-11-0242)
关键词 FEO含量 波段选择 交叉定标 反演 干涉成像光谱仪 近红外波段 M数 高光谱数据 IIM cross-calibration band selection FeO Moon
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