Invest in oven liners. They cost around £9 each and are a sheet of thin plastic which you cut to fit the base of your oven. I have also put one in the base of my grill (but not the grill pan itself). Instead of scouring the base of your oven, all you need to do is remove the liner occasionally and give it a wipe. They last forever and are pure magic.