Recently, there has been a great deal of interest in the effect of atmospheric gases on the properties of graphene. We investigate the electrical and optical response of graphene-based field effect transistors that have been exposed to high purity oxygen gas using a combination of ultrafast two-pulse correlation (to give high temporal resolution) and low-frequency transport measurements (to monitor the photoinduced changes in the Fermi level). By measuring the Fermi level shifts, we are only sensitive to the oxygen atoms that interact directly with the surface. We compare our results to predictions of the empirical friction model for molecular desorption. We show the time scale of the relaxation associated with oxygen desorption to be ∼100 fs, suggesting the desorption proceeds through hot electron generation in the graphene rather than heating of the lattice through hot phonon generation. Ultrafast laser measurements on graphene have afforded great insight into quasiparticle relaxation mechanisms and lifetimes in this material [1][2][3][4]. For example, it is now known that, after ultrafast photoexcitation of the electrons, energy relaxation occurs through mechanisms with markedly different time scales: first through energy redistribution by electron-electron scattering (∼10 fs), then thermalization with optical phonons (∼100 fs), and finally, anharmonic decay of optical phonons and/or coupling to substrate phonons (∼1 ps) [2][3][4]. More recently, ultrafast laser measurements have been used to probe the time scales of charge transfer to graphene from photoexcited adsorbed molecules [5]. However, experimentally the exact time scales and mechanisms associated with the adsorption and desorption of molecular species are not well known [6].Molecules that interact with graphene can significantly influence its electrical, optical, and mechanical properties [7][8][9]. This has led to graphene being used as the active element in a range of sensing applications [10]. Studies of changes to these properties have led to an understanding of the orientation of adsorbed molecular species [11], chemical activity mediated by the surface [12], and the type of electron scattering caused [13]. Adsorbed gases have also been shown to affect the THz conductivity of graphene [14]. Of particular interest is the interaction of graphene with molecular oxygen. Oxygen molecules can adsorb onto the surface of a pristine graphene sheet resulting in fractional charge transfer from the graphene to the oxygen. Recent studies have shown the importance of the substrate and environmental conditions to this charge transfer [15,16]. However, the nature of the interaction with oxygen has yet to be fully explored, and it is unclear exactly how and where the oxygen molecules bind to graphene and how efficiently molecules can dissociate at these sites.Here, we investigate the mechanisms, energies, and time scales relevant for the molecular adsorption of oxygen molecules on graphene. To do this, we have designed an experiment which permits high electrica...