I have a dataset on radio stations with the following variables:
the power of the transmitter, in watts
the coordinates of the radio tower
I can easily get the elevation at those coordinates and the average elevation of the surrounding area. I know that estimating the broadcast range or the radio horizon of a transmitter is a complicated question, and I know there are simple estimates like this:
\begin{equation} \text{horizon}_{\text{km}} \approx 3.57 \sqrt{\text{height}_{\text{metres}}} \end{equation}
Are there similarly simple estimates for how this horizon changes with the power of the transmitter, assuming the same frequency, elevation, and tower height?
For example, if there are two towers of the same height at the same coordinates (yes, I know this is impossible), but one has a 1 kW transmitter and the other has a 50 kW transmitter, is there a way to adjust the equation above to account for this difference in power? Am I wrong to assume that the more powerful transmitter will have a larger range, all else being equal?


