While it would be great if APD was dropped... Edinburgh airport isnt exactly struggling to attract flights. The airports busier than its ever been, despite the extra taxes.
As others have said, with the growing concern for the environment, its very unlikely these charges are going anywhere any time soon. Its quite likely that other countries will add similar taxes in future, so that should start to balance out.