Great Circle by Maggie Shipstead

As a teen during Prohibition, Marian Graves meets a bootlegger who helps her become an aviator. An adventurous life follows, including an attempt to circumnavigate the globe. A century later, Hadley Baxter is cast to play Marian in a film that centers on Marian's disappearance in Antarctica.