The parts that compose
the accuracy of these watches are made of metals. It is well known that
metals expand or contract depending on temperatures due to metal
properties.
This exerts and effect on the accuracy of the watches.
Automatic / mechanical watches tend to lose time at high temperatures while they tend to gain time at low temperatures.