Make sure your whole interior is covered by workbench radius. Use multiple workbenches if needed. That will prevent spawns in your base, but they will continue spawning outside. Just make sure your base is surrounded by walls so they can't see you or any crafting objects inside, as they will agro onto those things.

Biome "zoning" is determined on world generation and isn't influenced by tree planting or anything else.