Does the weather affect GPS?
No, in general the weather has no effect on the GPS signals and logged data.
The only exception to this however, is that any build up of snow on the antenna should be avoided, as large amounts of water will absorb GPS signals.
For much more information on how GPS works, and what levels of accuracy GPS can provide, see the article below: