There are.

One of the most easily accessible collections is "Documenting the American South" which is a digitization project carried out by the Uni. Of North Carolina at Chapel Hill.

"First Person Narratives of the American South and "The Southern Homefront, 1861-1865" are the two collections most directly related to your question.