Plant nitrogen use efficiency in corn has been improved by transformation with a flavohemoglobin gene. Plants comprising a flavohemoglobin gene have decreased nitric oxide (NO) levels, increased biomass accumulation under a sufficient nitrogen growth condition, and increased chlorophyll content under a limiting nitrogen growth condition. Additionally, these transformed plants evidence higher levels of yield.