Actually, “The Long Rain” was written by Bradbury. I am a big fan of Asimov as well (and Paul Anderson, Philip K. Dick, Arthur C. Clarke, Frederick Pohl, Jules Verne, H. G. Wells, et centera ad infnitum....).
Oops.
My favorite of Bradbury’s is “The Dragon”.