Statistic Retrieval Method of Carbon Dioxide Based on Principal Component Analysis

Hao SANG; Xianhua WANG; Hanhan YE; Yun JIANG

doi:10.3969/j.issn.1673-6141.2017.03.006

[1] Pachauri R K, Reisinger A. IPCC fourth assessment report [R]. IPCC, Geneva, 2007: 5-15.

[2] KuzeA, Suto H, Nakajima M, et al. Thermal and near infrared sensor for carbon observation Fourier-transform spectrometer on the Greenhouse Gases Observing Satellite for greenhouse gases monitoring [J].Appl. Opt., 2009, 48(35): 6716- 6733.

[3] Crisp D, Atlas R M, BreonFM,et al. The orbiting carbon observatory (OCO) mission [J]. Adv. Space Res., 2004, 34(4): 700-709.

[4] Liu Y, Yang D X, Cai Z N. A retrieval algorithm for TanSatXCO2 observation: Retrieval experiments using GOSAT data [J]. Chinese Sci. Bull., 2013, 58(13): 1520-1523.

[5] Li Zhiwei, Xiong Wei, Shi Hailiang,et al. Study on laboratory calibration of spatial heterodyne spectrometer [J]. Acta Optica Sinica, 2014, 34(4): 0430002(in Chinese).

[6] Smith W L, Woolf H M, Jacob W J. A regression method for obtaining real-time temperature and geopotential height profiles from satellite spectro meter measurements and its application to Nimbus3 “SIRS” observation [J].Mon. Wea. Rev., 1970, 98: 582-603.

[7] Huang H-L, Antonelli P. Application of principal component analysis to high-resolution infrared measurement compression and retrieval [J].J. Appl. Meteorol., 2001, 40(3): 365-388.

[8] Jiang Deming, Lu Weisong, Dong Chaohua.Approach to High spectral Resolution Infrared Remote Sensing of Atmosphere Temperature and Humidity Profiles [D]. Nanjing: Doctorial Dissertation of Nanjing University of Information, 2007: 84-100(in Chinese).

[9] Guan Li. Retrieving atmospheric profilesfrom MODIS/AIRS observationsⅠ.Eigenvector regression algorithms [J]. Journal of Nanjing Institute of Meteorology, 2006, 29(6): 756-761(in Chinese).

[10] Zhang Ying, Chen Liangfu, Tao Jinhua,et al. Retrieval of methane profiles from spaceborne hyperspectral infrared observations [J]. Journal of Remote Sensing, 2012, 16(2): 232-247(in Chinese).