What was a major reason for the federal government's involvement in the relocations depicted on this map

Assuming that you're talking about American Indian Lands,

it's To acquire Valuable agricultural lands and natural Resources

The Relocation included some several benefit for the indians such as : Grants to purchase household and furniture, Tuition for night school training, and a little bit of fund to purchase a home