Convert the residue to liquid fuel - many technologies available.
Note: the problem is much bigger than air pollution. Huge aerosol plumes from crop residue management are a major source of climate change in particular seasons in the tropics. See my papers on this in the Earth and Space Science Open Archive and Egusphere.