Yes, you could go on to create a chart that you could extrapolate future readings from, but I was just trying to answer the question of correlation between photo artifacts and actual radiation.

You'd want to go back with a plan and find a wide range of different radiation levels to get a calibrated scale worth using. Your iphone almost certainly has a wacky non-linear response to gamma rays.