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Several Madrid stations were forced to close due to flooding after heavy rains on Wednesday.
Videos posted on social media showed waist-deep waters at one, and floodwater gushing down the steps of another's entrance.
Earlier this week, Storm Efraín saw large parts of Spain affected by torrential rain.