Furfural is produced on an industrial scale from agricultural wastes, for example, oat hulls, bagasse, corn cob residue and saw dust and like wood residues or straw. All of these materials contain pentosan which is initially hydrolyzed to pentose with the take-up of water in accordance with the relationship: