We especially need imagination in science. It is not all mathematics, nor all logic, but is somewhat beauty and poetry.
Astronomer Maria Mitchell (1818-1889), the first woman elected to the American Academy of Arts and Sciences.
Also see Robert Sapolsky on science and wonder and Richard Feynman on the cultural role of science.