Using the ideal gas law, we know that temperature and volume are related by:
\[
P V = \frac{n R T}{P}
\]
Since the pressure at the bottom of the lake is higher than at the surface, this causes the volume of the bubble to change. We can use this to find the temperature at the bottom, which is found to be $10.37^\circ$C.