Since the earth is roughly 8,000 miles in diameter, that makes the circumference about 25,000 miles.
To find the horizon distance you draw a line that is tangent to the earth (or a circle) and intersects the “tower” you are using. At 0” from the earth’s surface, your horizon is 0”. At 1 mile elevation, your horizon distance is about 90 miles. At 2 miles elevation, your horizon is about 125 miles. At 4 miles your horizon is about 175 miles.
All of this is academic as we live in an imperfect world with a lot of peaks, valleys, and “stuff” on the surface. Plus the polarization of the antenna will affect the radiation pattern, waves don’t propagate in a linear fashion due to all the stuff on earth, earth’s natural magnetism affects it. Lots of things affect the ‘line of sight’ for radio waves making it less than line of sight and more than line of sight at different times. Even the earth’s atmosphere composition affects the reflected waves of the radio signal. And the atmosphere is different during the day than at night.
If you are really interested in learning more, I suggest looking into becoming licensed for the amateur radio waves. Look up ARRL.
I am KE5NVE. I hold the lowest level license, I have thought about taking a higher exam but don’t think any higher privileges are really necessary for me.