If I read your chart correctly, there is less than 10 pounds variation in there. That says that the weight loss time signal is less than 9 minutes for the whole distance. I think you will have a hard time separating that from the improved fitness signal.

Good luck with the plan!

Also, I can't wait for the trip report (and the photos).