The recent studies of thermal transport in suspended, supported, and encased graphene just began to uncover the richness of twodimensional phonon physics, which is relevant to the performance and reliability of graphene-based functional materials and devices. Among the outstanding questions are the exact causes of the suppressed basal-plane thermal conductivity measured in graphene in contact with an amorphous material, and the layer thickness needed for supported or embedded multilayer graphene (MLG) to recover the high thermal conductivity of graphite. Here we use sensitive in-plane thermal transport measurements of graphene samples on amorphous silicon dioxide to show that full recovery to the thermal conductivity of the natural graphite source has yet to occur even after the MLG thickness is increased to 34 layers, considerably thicker than previously thought. This seemingly surprising finding is explained by long intrinsic scattering mean free paths of phonons in graphite along both basal-plane and cross-plane directions, as well as partially diffuse scattering of MLG phonons by the MLG-amorphous support interface, which is treated by an interface scattering model developed for highly anisotropic materials. Based on the phonon transmission coefficient calculated from reported experimental thermal interface conductance results, phonons emerging from the interface consist of a large component that is scattered across the interface, making rational choice of the support materials a potential approach to increasing the thermal conductivity of supported MLG.phonon transport | boundary scattering | nanoscale thermal transport | two-dimensional materials | thermal management A s a monoatomic layer of carbon atoms arranged in a hexagonal lattice, single-layer graphene (SLG) is the building block of graphite and carbon nanotubes (CNTs), which can be envisioned as a stack of a large number of graphene layers and rolled-up cylinders of graphene sheets, respectively. Thermal transport in these graphitic materials has intrigued researchers for several decades. The industrial use of graphite in high-temperature or high-heat flux applications motivated a number of initial studies of its thermal properties. These studies have found highly anisotropic thermal transport properties in graphite, where the basal-plane thermal conductivity is among the highest found in solids and nearly two orders of magnitude larger than the value measured along the c-axis (1-3). The recent rediscoveries of CNTs and SLG have expanded the applications of these graphitic nanomaterials for electronic devices, sensors, and light-weight composite materials, among others (4, 5). The performance and reliability of CNT and graphene devices are often closely related to the thermal properties of these nanoscale building blocks, similar to the situation in silicon nanoelectronic devices where localized heating has become a grand challenge (6). Hence, there have been a number of studies of thermal transport in these carbon nanostructures. Some of the studi...