Abstract Despite mounting evidence that materials imperfections are a major obstacle to practical applications of superconducting qubits, connections between microscopic material properties and qubit coherence poorly understood. Here, we combine measurements transmon relaxation times ( T 1 ) with spectroscopy microscopy the polycrystalline niobium films used in fabrication. By comparing deposit...