unveils a refined land cover map for Siberia. By leveraging multiple sources and applying a random forest classifier (a machine learning algorithm), the team addresses the inconsistencies between ...

Refining Siberia's land cover data: A leap forward for climate science Machine learning techniques reveal a high-precision land cover map for Siberia, enhancing climatic predictions Date: March 25 ...

Researchers use advanced machine learning techniques and multiple global land cover datasets to develop a high-precision land cover map of Siberia.

Editor's Note: This article was updated Oct. 14, 2024 at 10:00 E.T. to add a map showing the location of Siberia's gas emission craters. Sascha is a U.K.-based staff writer at Live Science.