After completing an successful runup on a private airstrip, the airplane began its takeoff roll with 108 gallons of chemical product in its hopper. At approximately halfway down the turf runway, the airplane lifted off. The airplane began to settle back towards the runway. The pilot aborted the takeoff and ran off the runway where the airplane encountered soft terrain and nosed over. The pilot stated that the density altitude was 2,700 feet with high humidity.