What is cold storage in cryptocurrency?

I'm curious, could you please explain what exactly is meant by 'cold storage' in the context of cryptocurrency? I've heard it's a secure way to store digital assets, but I'm not entirely clear on the specifics. Could you elaborate on how it works, why it's considered secure, and how it differs from other storage methods? I'd appreciate any insights you could provide.