How do you store garden foods for long-term storage without it going bad?

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I'm growing spinach, tomatoes, and onions; but I want to store them over the winter so I can eat them without going to the grocery store so much. How do I do this? I'm new to gardening, so don't use any big words on me.
Ladystang: Yes, but how do you can it?