The pilot said that he was departing for an aerial application flight on runway 25 with a 12- to 15-knot tailwind. He had 1,400 pounds of dry fertilizer in the hopper. Takeoff from this airport must be in one direction due to climbing terrain and runway slope. He started a right turn down a valley when he felt a loss of lift. He started to dump his applicant, but the weight transfer was too slow. The airplane descended into power lines and impacted the ground. It continued through a fence and impacted a light pole.