%0 Journal Article
%T A geophysical integration inversion me thod based on data fusion<br>一种基于数据融合的地球物理数据联合反演方法
%A JING Rong Zhong BAO Guang Shu LIN Jian CHEN Shao Qiu School of Infor physics
%A Geomatics Engineering
%A Central South University
%A Changsha
%A China
%A <br>敬荣中
%A 鲍光淑
%A 林剑
%A 陈绍裘
%J 地球物理学报
%D 2004
%I 
%X The geophysical inversion can be regarded as an understanding or interpretation of geophysical property on the basis of the observed data, while the inversion of multiple geophysical data can be regarded as a fusion of multiple sensor data. The fuzzy features of geophysical data were analyzed. The characteristic data of different physical meaning and scales, and the knowledge of geology and geophysics in the studied area are combined using the method of a uniform linguistic defuzzification. The method integrates the geophysical expert knowledge, and carried out data fusion using fuzzy inferential network. The method makes full use of all information of manifold geophysical data, avoiding the complicated calculation in linear joint inversion, and provides a new idea for the geophysical inversion about the data fusion point of view. It was proved to be effective through modeling test and application in Guyuan.
%K Integration inversion
%K Data fusion
%K Membership function
%K Fuzzification
%K Fuzzy rule
%K FasART network<br>数据融合
%K 地球物理学
%K 联合反演
%K 隶属度函数
%K 模糊化
%K FasART神经网络
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=E62459D214FD64A3C8082E4ED1ABABED5711027BBBDDD35B&cid=1E44AE713D8A6DE0&jid=14DC41C59CBF6770055A7D610D53AE46&aid=84BACEAB70840DFA&yid=D0E58B75BFD8E51C&vid=F4B561950EE1D31A&iid=CA4FD0336C81A37A&sid=475189FCB44F11F6&eid=2DBBF45CC176713E&journal_id=0001-5733&journal_name=地球物理学报&referenced_num=11&reference_num=28