Methane breaks down pretty quickly in the atmosphere, half-life is under 10 years. We don't need to remove it so much as stop leaking it.

Eat a cow, do not replace it, and wait for it to escape the atmosphere or decompose naturally. And lighting a methane leak on fire can also help.

(sarcasm tag)

Walk down your street lighting matches every five feet