Pellet type $Pt/MoO_{3}$ gas sensor which is operating at much lower temperature than conventional ceramic sensors such as $SnO_{2}$ or ZnO was fabricated. Morphology and crystal structure of $Pt/MoO_{3}$ according to calcination temperature have been characterized with Transmission Electron microscopy and X-Ray powder diffraction. The characterization indicates that as calcination temperature is increased, overlayers of $MoO_{3}$ on Pt are produced, but additionally, the Cl content associated with the Pt phase diminishes. The gas dasorption test showed that the change in surface morphology is closely related to hydrogen storage capacity of the sample. The gas sensitivities at $50^{circ}C$ and $150^{circ}C$ are very high.