Reduction of hyperspectral dimensions and construction of discriminating models for identifying wetland plant species

Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis

Volumn 32, Issue 2, 2012, Pages 459-464

  Liu, Xue Hua ^a   Sun, Yan ^a   Wu, Yan ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Hyperspectral; Mahalanobis Distance (MD); Principle Component Analysis (PCA); Reducing dimension; Species identification

Indexed keywords

HYPERSPECTRAL; MAHALANOBIS DISTANCES; PRINCIPLE COMPONENT ANALYSIS (PCA); REDUCING DIMENSION; SPECIES IDENTIFICATION;

PRINCIPAL COMPONENT ANALYSIS; REMOTE SENSING;

WETLANDS;

ECOSYSTEM; PLANT; PRINCIPAL COMPONENT ANALYSIS; SPECTROSCOPY; TELEMETRY; THEORETICAL MODEL; WETLAND;

ECOSYSTEM; MODELS, THEORETICAL; PLANTS; PRINCIPAL COMPONENT ANALYSIS; SPECTRUM ANALYSIS; TELEMETRY; WETLANDS;

EID: 84863052727     PISSN: 10000593     EISSN: None     Source Type: Journal    
DOI: 10.3964/j.issn.1000-0593(2012)02-0459-06     Document Type: Article

References (13)

1. MENG Xian-min. Scientia Geographica Sinica, 1999, 5: 385.
2. XIONG Han-feng, HUANG Shi-kuan, CHEN Zhi-ping et al. Chinese Journal of Ecology, 2007, 26(4): 466.
3. GENG Qi-peng, HONG Jian-ming. Pollution Control Technology, 2007, 20(1): 28.
4. HUANG Zhao-jun. Jiangxi Science. 2006, 24(6): 513.
5. WANG Guo-sheng, ZHONG Yu-shu, TIAN Min, et al. Liaoning Agricultural Sciences, 2006, 2: 5.
6. LOU Yan-jing, ZHAO Kui-yi, MA Ke-ping. Acta Ecologica Sinica, 2000, 27(9): 3883.
7. XIAO Hai-yan, ZENG Hui, ZAN Qi-jie, et al. Journal of Remote Sensing, 2010, 11(4): 531.
8. Wang C, Menenti M, Stoll M P, et al. Remote Sensing of Environment, 2007, 107(4): 559.
9. LI Jian-ping, ZHANG Bai, ZHANG Ling et al. Progress in Geography, 2007, 26(1): 33.
10. Sun Y, Liu X, Wu Y, et al. Identifying Hyper Spectral Characters of Wetland Species Using in-situ Data. ISPRS2008, China, Beijing, 2008. 459.
11. De Maesschalck R, Jouan-Rimbaud D, Massart D L. Chemometrics and Intelligent Laboratory Systems, 2000, 50(1): 1.
12. Raju T N, William S G, William A. Pediatrics. 2005, 116(3): 732.
13. Becker B L, Lusch D P, Qi J. Remote Sensing of Environment, 2005, 97(2): 238.