Price gouging is definitely a thing when you have a captive consumer base or inelastic demand. How much are you willing to pay for a bottle of water in the desert?
If someone is charging $1M per bottle for water in the desert, then pretty quickly a dozen more water sellers are going to make tracks for the desert.