Fossil evidence refers to the preserved remains or traces of ancient organisms that provide crucial insights into the history of life on Earth. This evidence is vital for understanding evolutionary processes, species relationships, and the environmental conditions of past eras. By studying fossil evidence, scientists can reconstruct phylogenetic trees and track how species, like Homo erectus, migrated and adapted over time.