Why Is the UK Paying Farmers to Stop Producing Food? A Push for Policy Transparency

British farmer: "We've been offered £2500 [by the UK government] to join a scheme for three years, where we don't supply you any food."

For what possible reason would a government pay farmers not to produce any food?