In this paper, we study the characterizations of Schatten -class Toeplitz operators on smoothly bounded convex domains of finite type in . On one hand, by using discrete Kobayashi lattice, we characterize the Schatten -class Toeplitz operators by employing a probabilistic selection method for . At the same time, we show that the characterizations obtained by Kobayashi lattice are equivalent to the Berezin transform for . On the other hand, as an application, the criterion gives a geometric characterization for Schatten -class weighted composition operators for and also gives an analytic characterization for . Our main results give an answer to the question that find a geometric or analytic characterization of the Schatten -class weighted composition operators whenever raised by Xiao-Yang-Yuan \cite{Xiao2026}.

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