Billie Joe Armstrong took to Twitter Saturday morning and posted several photos of the vintage pearl-colored car.
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"This car is near and dear to all our hearts and has been in the [Green Day] family for over 30 years," he wrote in the tweet.
Armstrong is a known classic car collector.
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He's asking anyone with information to contact the Costa Mesa Police Department.