From Angola to Turkmenistan, sumptuously outfitted railroad cars are taking passengers on over-the-top journeys back in time.

Luxury rail travel isn’t usually the first thing families explore when planning a vacation. Road trips, theme parks, or city breaks tend to come up first. But a multi-day, all-daylight rail journey ...