Quirks & Quarks

Machine learning helps archaeologists identify the source of ancient poop

Ancient feces can be a gold mine of information. But only if scientists know what left it behind.

Ancient feces can be a gold mine of information. But only if scientists know what left it behind.

An archaeologist works at a dig site in Israel. When researchers unearth paleofeces, it's important to know who left it. (GALI TIBBON/AFP via Getty Images)

For archaeologists, fossilized feces is a valuable tool that can provide useful information about how ancient creatures lived, what they ate, and how healthy they were. But because humans have lived alongside dogs for thousands of years, it can often be difficult to tell who left the feces behind.

"When you find paleo-feces archaeologically it's undergone a lot of changes, it's often been compressed, it's lost much of its colour," anthropologist Christina Warinner told Quirks & Quarks host Bob McDonald. "All those other features that are usually make it obvious if it's human or dog are lost."

So Warinner and her colleague Maxime Borry, of the Max Planck Institute for the Science of Human History, have developed a tool that uses machine learning to scan the feces for gut bacteria as well as remnants of host DNA, to provide a species match within minutes.

Dog feces recovered from a 7000-year-old Chinese farming village. (Jada Ko, courtesy of the Anhui Provincial Institute of Cultural Relics and Archaeology.)

To test the system, they applied it to both new and old samples of paleo-feces, some dating back 7,200 years, from archeological sites in Mexico, China, and across Europe. The team discovered that many samples that had previously been attributed to humans, actually came from dogs.

"We have discovered that actually the archeological record is full of dog poop and this is giving us an entirely new window into the relationship between humans and dogs," said Warinner. 

"I know that for the average person it might seem a little bit strange, but latrines and trash pits are some of the most interesting things that an archeologist can excavate."

The research was published in the journal PeerJ.

Produced and written by Amanda Buckiewicz


To encourage thoughtful and respectful conversations, first and last names will appear with each submission to CBC/Radio-Canada's online communities (except in children and youth-oriented communities). Pseudonyms will no longer be permitted.

By submitting a comment, you accept that CBC has the right to reproduce and publish that comment in whole or in part, in any manner CBC chooses. Please note that CBC does not endorse the opinions expressed in comments. Comments on this story are moderated according to our Submission Guidelines. Comments are welcome while open. We reserve the right to close comments at any time.

Become a CBC Member

Join the conversation  Create account

Already have an account?