Icelanders will soon be able to publicly worship at a shrine to Thor, Odin and Frigg with construction starting this month on the island's first major temple to the Norse gods since the Viking age.

Worship of the gods in Scandinavia gave way to Christianity around 1,000 years ago but a modern version of Norse paganism has been gaining popularity in Iceland.

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"I don't believe anyone believes in a one-eyed man who is riding about on a horse with eight feet," said Hilmar Örn Hilmarsson, high priest of Ásatrúarfélagið, an association that promotes faith in the Norse gods.

"We see the stories as poetic metaphors and a manifestation of the forces of nature and human psychology."

Membership in Ásatrúarfélagið has tripled in Iceland in the last decade to 2,400 members last year, out of a total population of 330,000, data from Statistics Iceland showed.