Did Winnetou Live in Croatia?

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When German author Karl May wrote his most famous story of Winnetou he must have been thinking of the wild, North American landscapes with their waterfalls and the Rocky Mountains. But why go so far when you can travel to Croatia - where the movies were filmed?