It's amazing to think that with nothing more than a telescope and careful timing, he managed to get so close to the actual speed of light.
Which is not to denigrate the achievement, but if I were to drop you on an alien world with only a telescope and an accurate time keeper, you're not going to be able to recreate it.
But you can relatively easily derive the distances too with timekeeper and telescope, by applying Keplers laws?