How to keep my tiny dog safe from birds of pray when in the yard?

Those with tiny dogs know they could be taken by hawks, eagles and owls. I moved to a new house with a nice back yard and would like my little dog, only 5lbs, to be able to run around the yard safely. Does anyone have any suggestions on how to do that and not take away from the beauty of the yard?

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