I'd suggest bigger wheels all around. While a longer nose gear might work, it will also increase your angle of attack possibly causing your plane to get airborne before it's ready. This could result in a tip stall.

For our grass field, which is usually mowed to 2" or less, we recommend 3 inch wheels. Your situation sounds like 4 inch, very light weight foam would be better.

Good luck,
Dennis-