Let be the pointed Gromov-Hausdorff limit of a sequence of pointed complete polarized K"ahler manifolds $( M_l ,\omega_l ,_l ,h_l ,p_l ) Ric ( h_l ) =2\pi \omega_l Ric ( \omega_l ) \geq -\Lambda \omega_l Vol \big( B_1 ( p_l ) \big) \geq v \forall l\in \Lambda ,v>0X$ is a normal complex space [Liu-Sz'ekelyhidi, 2022, GAFA]. In this paper, we discuss the convergence of the Hermitian line bundles $( _l ,h_l )$ and the Bergman kernels. In particular, we show that the K"ahler forms converge to a unique closed positive current on . By establishing a version of estimate on the limit line bundle on , we give a convergence result of Fubini-Study currents on . Then we prove that the convergence of Bergman kernels implies a uniform asymptotic expansion of Bergman kernel on the collection of -dimensional polarized K"ahler manifolds with Ricci lower bound and non-collapsing condition $Vol \big( B_1 (x) \big) \geq v >0 $. Under the additional orthogonal bisectional curvature lower bound, we will also give a uniform asymptotic estimate of Bergman kernel for all sufficiently large , which improves a theorem of Jiang [Jiang, 2016, crelle]. By calculating the Bergman kernels on orbifolds, we disprove a conjecture of Donaldson-Sun in [Donaldson-Sun, 2014, Acta].

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