how did the culture change based on geography?

That is right, different kinds of culture come into being based on the different geographic situations. I do prefer to make it clear with some examples:
If a country or a city is located at the seashore or some waters, its heavy industry or the richful agiculture can well develop. On the contrary, if at the mainland, the light industry and the handicraft may develop better.