Title :
Sensibility analysis based on BP arithmetic under multi-factor coupling participation and its application
Author :
Li, Hongyan ; Wang, Yuxin
Author_Institution :
Coll. of Environ. & Resources, Jilin Univ., Changchun, China
Abstract :
This paper defines the sensitivity of runoff process( dependent variable) upon atmospheric circulation factors ( independent variables) on the basis of sensibility analysis. Besides, it adopts BP arithmetic to identify the coupling of atmospheric circulation factors on runoff process so as to accomplish the task of identifying the mapping between the dependent variable and independent variables. Moreover, it has computed the sensibility of runoff upon atmospheric circulation factors by combining with the historical data of the source region of the Yellow River Basin. Finally, it evaluates the key atmospheric circulation factors that affect the runoff of this region.
Keywords :
atmospheric techniques; backpropagation; geophysics computing; BP arithmetic; Yellow river basin; atmospheric circulation factors; multifactor coupling participation; runoff process sensitivity analysis; Arrays; Asia; Couplings; Indexes; Rivers; Time series analysis; Training; BP arithmetic; atmospheric circulation; runoff; sensibility analysis;
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
DOI :
10.1109/ICNC.2010.5584510