Hydrogen adatoms and other species covalently bound to graphene act as resonant scattering centers affecting the electronic transport properties and inducing Anderson localization. We show that attractive interactions between adatoms on graphene and their diffusion mobility strongly modify the spatial distribution, thus fully eliminating isolated adatoms and increasing the population of larger size adatom aggregates. Such spatial correlation is found to strongly influence the electronic transport properties of disordered graphene. Our scaling analysis shows that such aggregation of adatoms increases conductance by up to several orders of magnitude and results in significant extension of the Anderson localization length in the strong localization regime. We introduce a simple definition of the effective adatom concentration x ⋆ , which describes the transport properties of both random and correlated distributions of hydrogen adatoms on graphene across a broad range of concentrations. DOI: 10.1103/PhysRevLett.113.246601 PACS numbers: 72.80.Vp, 71.23.An, 73.20.Hb Graphene has unveiled a plethora of unconventional transport phenomena [1][2][3], such as the universal minimal conductivity [4], Klein tunneling [5], and the anomalous quantum Hall effect [6,7]. On the applied side, graphene is interesting because of its exceptionally high charge-carrier mobility, which is typically limited by the presence of various types of disorder. Resonant scattering impurities, such as chemical functionalization defects [8] and dislocations [9], show the most pronounced effects on chargecarrier transport in graphene. Hydrogen adatoms represent a prototypical resonant scattering impurity, which can be experimentally introduced in a controlled fashion [10] and allows for a simple theoretical description [11]. A hydrogen adatom covalently binds to a single carbon atom of graphene resulting in rehybridization into the sp 3 state, thus effectively removing that site from the honeycomb network of p z orbitals. This gives rise to a zero-energy state localized around the defect, and results in the resonant scattering of charge carriers.At a fundamental level, the classical scaling theory of Anderson transition predicts complete localization of the electronic spectrum in two dimensions, regardless of the amount of disorder [12]. For hydrogenated graphene, a model based on massless Dirac fermions with δ-function point potentials confirms this prediction of the unitary class, though in 2D systems localization lengths can be strongly energy-dependent and, eventually, very large [13]. However, no unanimous consensus has been reached since experiments on hydrogenated graphene point towards metal-insulator transition, theoretically justified by the presence of electron-hole puddles (2D percolation class) [14][15][16][17].Early works treating finite concentrations of resonant impurities in graphene assumed that the total scattering cross section deviates little from the incoherent addition of the individual cross sections, for example in the Bo...