There are 4 main factors that determine the range and performance of a weather radar:

Peak Power - strength of the transmitted signal
Pulse Width - length of time the signal is sent out from the antenna
Sensitivity - how small of returned signal the receiver can detect
Gain - how concentrated the radiated beam is from the antenna