The novelty of the present study includes 1) the efficiency of hydrogen production from biomass materials by gasification and pyrolysis-gasification processes was compared, and 2) the effects of gasification conditions (temperature and steam supply rate) on the syngas formation profiles were investigated. Additionally, the application of agricultural feedstock ADR in hydrogen production was innovatively studied.