Sauropods—including iconic long-necked dinosaurs like Brachiosaurus and Apatosaurus —were the largest animals ever to walk the Earth. No other dinosaur or land mammal even comes close. Now, a new Adelphi University study provides insights into how these supergiants achieved their record-breaking sizes over time.

“It was previously thought that sauropods evolved their exceptional sizes independently a few times in their evolutionary history, but through a new analysis, we now know that this number is much higher, with around three dozen instances over the course of 100 million years around the globe,” said paleontologist Michael D’Emic, PhD, associate professor of biology and author of the study “The Evolution of Maximum Body Size in Sauropod Dinosaurs” in the journal Current Biology.

To investigate sauropod body size evolution, Dr. D’Emic compiled measurements of the circumferences of hundreds of weight-bearing bones, correlated with the weight of the animal they belonged to. He then used a technique called ancestral state reconstruction to map the reconstructed body masses of nearly 200 sauropod species onto their evolutionary tree.

The results show that sauropods reached their exceptional sizes early in their evolution and that with each new sauropod family to evolve, one or more lineages independently reached superlative status.

“Before going extinct with the other dinosaurs (besides birds) at the end of the Cretaceous Period, sauropods evolved their unrivaled sizes a total of three dozen times,” he explained. “These largest-of-the-largest sauropods were ecologically distinct, having differently shaped teeth and heads and differently proportioned bodies, indicating that they occupied the ‘large-bodied’ niche somewhat differently from one another.”

Microscopic study of their bones revealed that sauropods had different growth rates as well, suggesting that the record setters were metabolically distinct. This mirrors the pattern in mammals, which evolved very large body sizes quickly in the wake of the dinosaur extinction, before plateauing in the gigantic-mammoth range.

Dr. D’Emic’s findings contradict “Cope’s Rule,” the popular 19th-century theory that animals’ size evolves over time. Instead, the new study sees animals achieving different body sizes depending on their ecological context and whatever niches happened to be available—which can appear random when looked at on a large scale.

“While other researchers have explained sauropods’ immense size in general based on their unique combination of features, there is no one feature or set of features that characterize the sauropods that did surpass terrestrial mammal size from the ones that didn’t,” he says.

Untangling why certain lineages evolved their supergiant sizes while other ones didn’t will be the next step in the research.

The study was published May 8 in the journal Current Biology.