Alternative methods to tritium labeling include the use of other radioactive isotopes like Carbon-14 and Phosphorus-32, as well as non-radioactive techniques such as BrdU labeling. These alternatives can provide different advantages, such as varying half-lives, detectable energies, and safety profiles. Each method has specific applications and limitations, depending on the research requirements.