Methods and systems are provided for humidification of gas streams, such as air or oxygen. Hydrated superabsorbent polymers are used to provide humidity to flowing gas streams. Humidified gas streams may be used in respiratory therapy and other applications for which humidified air is desired and/or beneficial.