DocumentCode
529827
Title
Prediction of specific region cloud cover based on RBF neural networks
Author
Lu, Fang ; Wang, Zhigang
Author_Institution
Beijing Inst. of Appl. Meteorol., Beijing, China
Volume
1
fYear
2010
fDate
28-31 Aug. 2010
Firstpage
223
Lastpage
226
Abstract
This paper presents a method based on RBF neural networks to predict the specific region cloud cover, which has the feature of time serial and nonlinear. Using this method, we can train the RBF neural networks and find out the nonlinear relations among historical cloud cover data, to predict future time of cloud cover. Experiment results show that the method provided a kind of viable intelligent way for the quantitative prediction of cloud cover.
Keywords
atmospheric techniques; clouds; neural nets; GMS-5; RBF neural networks; historical cloud cover data; specific region cloud cover; time serial; Artificial neural networks; Biological neural networks; Clouds; Meteorology; Neurons; Pixel; Training; GMS-5; RBF neural networks; prediction of cloud cover;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing (IITA-GRS), 2010 Second IITA International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-8514-7
Type
conf
DOI
10.1109/IITA-GRS.2010.5603252
Filename
5603252
Link To Document