Authorities said two of the people who were injured were inside their vehicle and the third was on a motorcycle when they fell in. They were rescued hours later.
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Meanwhile, rescue teams have been searching for those who are missing.
Guatemala's national disaster relief agency is investigating the sinkholes and is trying to determine if there are any risks to residents in the zone.