A semiconductor wafer includes a substrate, an integrated circuit and a die seal ring structure. The substrate is with a die region, a die seal ring region surrounding the die region and a scribe line region surrounding the die seal ring region. The substrate includes a first surface and a second surface opposite to the first surface, and periodic recesses within the first surface of the die seal ring region, the scribe line region or both the die seal ring region and the scribe line region. The integrated circuit is located on the first surface and the second surface of the die region. The die seal ring structure is located on the second surface of the die seal ring region. A semiconductor die is also provided.