Title :
The Preliminary Analysis of Guizhou Short-Term Climate Change Characteristics Using the Information Theory
Author :
Xing, Xiaoyan ; Xu, Lisheng ; Ding, Jilie ; Deng, Xiaobo ; Liu, Hailei
Author_Institution :
Atmos. Radiat. & Satellite Remote Sensing Lab., Chengdu Univ. of Inf. Technol., Chengdu, China
Abstract :
The regional climate change in Guizhou area is special and complex. In this study, the information theory was used for the nonlinear time series analysis of Guizhou short-term climate change. It was found that, the greatest impact element on the annual average air temperature was pressure, followed by sunshine duration, low cloud cover, etc., and the same in spring and autumn. The sunshine duration was the greatest impact element on the summer air temperature, followed by relative humidity, and low cloud cover, and so on. In winter, the effect order of meteorological elements on the surface air temperature was not very clear, relative humidity and sunshine duration were the two more important factors.
Keywords :
atmospheric humidity; atmospheric pressure; atmospheric radiation; atmospheric techniques; atmospheric temperature; clouds; geophysics computing; information theory; nonlinear dynamical systems; time series; China; Guizhou; air pressure; air temperature; climate change characteristics; cloud cover; information theory; nonlinear time series analysis; relative humidity; sunshine duration; Clouds; Entropy; Humidity; Mutual information; Springs; Time series analysis; Guizhou province; information theory; nonlinear time series; short-term climate change;
Conference_Titel :
Knowledge Acquisition and Modeling (KAM), 2011 Fourth International Symposium on
Conference_Location :
Sanya
Print_ISBN :
978-1-4577-1788-8
DOI :
10.1109/KAM.2011.138