they are trucks carrying fire fighters and their equipment - hose, water pumps, and other tools.
Sometimes water tankers may be used. and they have to run back and forth to hydrants when they are needed.
Lol. I saw a gif the other day. A lady was pumping gas into her car and she held her lighter over the opening for her gas tank and lit it. Her shirt sleeve caught on fire.