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We prove strong well-posedness results for the stochastic 2D Euler equations in vorticity form and generalized SQG equations, with initial data and driven by a spatially rough, incompressible transport noise of Kraichnan type. Previous works addressed this problem with noise of spatial regularity , in a setting where a rougher noise yields a stronger regularization. We remove this limitation by allowing any , covering the same range of parameters for which anomalous regularization effects are known to occur in passive scalars. In particular, this covers the physically relevant case , associated with the Richardson-Kolmogorov scaling of energy cascade.

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