Aircraft ferry routes over the Pacific

[Felix C]

Is there a list of routes? Some progression westward expected as islands were captured.
Reading Louis Zamperini's book and the flight his aircraft crashed on was a search mission for another aircraft flying to Canton(Kanton) island.
Interested in how many aircraft were lost on these flights from non-warfare related causes.