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Consider the nonlinear parabolic equation in the form where and is a Reifenberg domain. We suppose that the nonlinearity has a small BMO norm with respect to and is merely measurable and bounded with respect to the time variable . In this paper, we prove the global Calder'on-Zygmund estimates for the weak solution to this parabolic problem in the setting of Lorentz spaces which includes the estimates in Lebesgue spaces. Our global Calder'on-Zygmund estimates extend certain previous results to equations with less regularity assumptions on the nonlinearity and to more general setting of Lorentz spaces.

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