What was the source of the image of pelican in Catholic churches?

Many Catholic churches across the world have an image of a pelican with its chicks. The pelican is depicted as cutting its heart open with the beak, with blood dripping down. Understandably, it symbolises Christ. What was the source of this image? Was there any scriptural base, or was it a code, like the image of fish used by early Christians?