I believe the main reason of seeing menstrual period as unclean is because of sanitation challenges in situation where water is scarce.
For instance, there was scarcity of water when the Israelites were in the wilderness for 40 years. Under that condition, it's wise to avoid sexual intercourse during mentsruation.