Hi lojapan,

You may be interested in this previously answered question:

• What was the rationale for moving the Confederate capital from Montgomery, AL to Richmond, VA during the US Civil War? Answered by /u/kieslowskifan.

The replies are also worth reading, as they go into why New Orleans wasn't chosen to be the capital.