Title :
Using Tasseled Cap Transformation of CBERS-02 Images to Detect Dieback or Dead Robinia Pseudoacacia Plantation
Author :
Liu, Qingsheng ; Liu, Gaohuan
Author_Institution :
State Key Lab. of Resources & Environ. Inf. Syst., CAS, Beijing, China
Abstract :
Brightness, Greenness, and Third component tasseled cap transformation parameters for the four bands of CBERS-02 CCD images were developed. First, the image acquired on May 9, 2005 in the Yellow River Delta was used to calculate the Brightness and Greenness and Third component tasseled cap transformation parameters. Then use the parameters to calculate the Brightness and Greenness of four images acquired from March 18, April 13, May 9 and June 6, 2005. The Brightness versus Greenness in this paper resembles other scholars´ results of other sensors in shapes. Finally, use Greenness change difference map among multi-date CBERS-02 CCD images and Decision tree to detect dieback or dead Robinia Pseudoacacia plantation of Gudao Forestry Centre successfully. The results show that the tasseled cap transformation of multi-date CBERS-02 CCD images can be used to monitoring forest health, and now Robinia Pseudoacacia plantation of Gudao Forestry Centre is unhealthy, and needs to be managed and protected effectively.
Keywords :
CCD image sensors; CBERS-02 images; CCD images; Gudao Forestry Centre; Robinia Pseudoacacia plantation; detect dieback; tasseled cap transformation; Brightness; Charge coupled devices; Charge-coupled image sensors; Earth; Forestry; Information systems; Remote monitoring; Remote sensing; Rivers; Satellites;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5304005