She was a leading figure in the use of microfossils to determine the age of rock formation for use in oil exploration in the Gulf of Mexico region. Applin's discoveries were crucial to successful drilling operations across the entire oil industry. Additionally, her contribution to geology, more specifically in the study of micropaleontology, put women geologists on the map, and was pivotal in making them as respected as men in the geological field of science.[1]