Answer
The astronomer should use infrared light.
Work Step by Step
The effect of scattering is proportional to $\frac{1}{\lambda}$
Since infrared light has a longer wavelength than visible light or ultraviolet light, the effect of scattering will be smaller if the astronomer uses infrared light.
