When Thoreau wrote that line, he was thinking of the Walden Pond he knew as a boy.

Yet Thoreau himself was able to spend only two years in he cabin the built beside Walden Pond.

I am no more lonely than the loon in the pond that laughs so loud, or than Walden pond itself.