Another possibility:
The mountains surrounding Mordor are too high for the eagles to fly over.
However, I think I'll stick with the explanation previously posted - that the eagle would be spotted and the ring subsequently captured by Sauron, thus defeating the purpose.
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"Alas, poor Yorick! I knew him, Horatio; a fellow of infinite jest, of most excellent fancy."
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