Around 100 million years ago, male dinosaurs entered a "mating arena" in Colorado and danced their hearts out to attract females, a new study suggests.

Researchers uncovered a series of mating display scrapes preserved on the surface of rocks at Dinosaur Ridge in Jefferson County, Colorado. The state is known for dinosaur track sites, with previous studies suggesting that dinosaurs returned to these mating spots over successive breeding seasons.

The latest marks identified at Dinosaur Ridge suggest that multiple individuals participated in mating display behavior there during the Cretaceous period (145 million to 66 million years ago) and allow the ridge to be classed as a "display arena," or lek, according to the new study, published online on June 4 in the journal Cretaceous Research.

The scapes were left by theropods, a group of bipedal dinosaurs that included Tyrannosaurus rex. Study lead author Caldwell Buntin, a lecturer in Earth science at Old Dominion University in Virginia, told Live Science that they don't have any direct evidence of what species left the marks, but it was a small therapod, around the size of a modern-day ostrich.

Researchers believe that the dinosaurs showed off to potential mates by jabbing their claws deep into the sand, dragging their feet and kicking up sand behind them. Buntin noted that the animals would alternate between their two feet when kicking up sand and had different moves.

"We can tell they had two moves so far, one walking backwards and one moving side to side," Buntin said in an email. "If they were really excited they would step a few feet backwards and repeat the motion, which usually erases the back half of each earlier set of scrapes. When this happened 3 or more times a few of these show a counter-clockwise turn, kind of like the moonwalk with a little spin."