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It was a flawed model, and observations quickly began to accumulate that pointed to its problems. However, much of its appeal was that it tied to the Greek's geometry, and their belief that the sphere was the perfect object. Math sometimes does that -- overwhelms observational science with its elegance.
There are more examples after the jump, and at La boite verte where I found these drawings.