In the lab, the gas chromatograph is the best and most reliable tool for detecting and characterizing flammable residues.
Most arsons start fires using gasoline or kerosene.
By comparing select gas chromatographic peaks recovered from fire-scene to known flammable liquids, they can determine what liquid they used to ignite the fire.