Goulding, OneRepublic, and The Regrettes were scheduled to perform as the final event before the College Football Playoff National Championship Monday.
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However, the event was called off by the City of San Jose when wind, rain, and standing water crashed the venue.
Goulding tweeted, "I'm so sorry everyone," with a broken heart emoji.
In San Francisco, Imagine Dragons and Lil Wayne were supposed to perform as well. Theirs was a rehearsal on Treasure Island for their College Football Playoff Halftime Performance.
Storm cancels concerts in San Jose, San Francisco