Gillian, I very highly recommend
Blind Watchers of the Sky by Rocky Kolb. It is not only readable, it is entertaining enough to be re-readable (i.e. "a real hoot" - my favorite kind of book!) This history of astronomical discovery focuses on the personalities involved (Kepler, Newton, etc.) and the struggles they went through overcoming their own myopia. Along the way you learn a lot of the science.
For example, you learn about the
Curtis - Shapley Debate over the size & nature of the universe. Curtis argued that our sun was part of one small galaxy among many. Shapley contended that there was only one great galaxy, and we were on the fringe, and that the "spiral nebulae" we see in telescopes were nearby swirls of dust & gas that may be individual stars coalescing. In Kolb's amusing account, Curtis blew almost every point in the "Great Debate", but eventually turned-out to be vindicated.
In another account, Kolb recounts the discovery of the
Cosmic Background Radiation (the 3K echo of the Big Bang) in the 1960s. Big Bang proponents & theorists predicted that it should exist, and were trying to figure out a way to detect it. Meanwhile, observational astronomers
were detecting it - but did not understand its significance. For example, physicists & engineers at Princeton were struggling to build a suitable microwave detector for the search, while 50 miles away Penzias & Wilson were cleaning birdshit out of their microwave antenna to try and clear-up this damn 3K interference that was screwing-up their experiment. When one of them stumbled across an article about the 3K search and made the connection, all they had to do was write it up, publish, and - voilà! - Nobel Prize.
So, in this book you get the science, but as they say, "the journey is where the fun is." Check it out!