Spatial scale modulates stochastic and deterministic influence on biogeography of photosynthetic biofilms in Southeast Asian hot springs.

The highly significant association with pH aligns with its perceived dominant role in determining biogeographic patterns in other geothermal habitats [ 13 , 17 , 70 , 71 ] and the soil biome [ 5 , 6 ].

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This indicated an overall trend towards lower alpha diversity with increased abundance of fewer taxa as temperature increased.

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