Where is Mrs Peregrine?

Maple and Mrs. Peregrine have been inseparable for years on end, and Maple adores her. But today, while the protagonist Cali went to go visit Maple, it turns out that Mrs. Peregrine has gone missing. She's old, and it's chilly outside, so the two head out to find her.