Why did Olivia leave Robin?

Reason for Olivia's Departure

At twenty-seven years old, following the death of her husband, she embarked on a six-year quest to explore the Poneglyph with thirty-three other archaeologists. While she deeply regretted having to part ways with Robin, she believed it was a necessary step for her to take.