This sound effect can be found on Freesound.org. It is basically the same sound as Sound Ideas, THUNDER - BIG THUNDER RUMBLE, WEATHER from the 20th Century Fox Sound Effects Library.
Clean, Full Length and Unedited Link to the Sound Effect
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