Water pipes are to be buried in a geographical area that has a mean winter temperature of about $5^{\circ} \mathrm{C}$ but is subject to sudden drops in air temperature to about $-10^{\circ} \mathrm{C}$ for a maximum duration of 48 hours. Estimate the minimum depth of the pipes needed to prevent freezing. Take $\alpha=0.5 \times 10^{-6} \mathrm{~m}^{2} / \mathrm{s}$ for the soil.