To live like a plover, i.e. to live on nothing, to live on air. Plovers do not, however, live on air, but feed largely on small insects. They also eat worms, which they hunt for in newly-ploughed fields.
Source: Dictionary of Phrase and Fable, E. Cobham Brewer, 1894