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A closed four dimensional manifold cannot possess a non-flat Ricci soliton metric with arbitrarily small -norm of the curvature. In this paper, we localize this fact in the case of shrinking Ricci solitons by proving an -regularity theorem, thus confirming a conjecture of Cheeger-Tian. As applications, we will also derive structural results concerning the degeneration of the metrics on a family of complete non-compact four dimensional shrinking Ricci solitons without a uniform entropy lower bound. In the appendix, we provide a detailed account of the equivariant good chopping theorem when collapsing with locally bounded curvature happens.

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