RBF based sensitivity analysis method is proposed.
Sobol' decomposition of Gaussian RBF metamodel is obtained.
Sobol' indices of Gaussian RBF metamodel are derived based on the decomposition.
The efficiency of proposed method is validated by some numerical examples.