“…The background value for a given sampling time and trace gas species is obtained by interpolating in both space and time from a global marine boundary layer map [ Masarie and Tans , 1995]. We considered alternative background choices, such as measurements from sites upwind of TAP at Mt Waliguan, China (WLG, 36.29°N, 100.90°E, 3,810 masl) [ Zhang et al , 2011], or Ulaan Uul, Mongolia (UUM, 44.45°N, 111.10°E, 914 masl) for this purpose, but in both cases, these sites sometimes exhibit mole fractions higher than those at TAP, suggesting occasional local influences, and/or that these sites are not always upwind of the TAP site. High altitude clean air sites such as Mauna Loa, Hawaii (MLO, 19.54°N, 155.58°W, 3,402 masl) or Niwot Ridge, Colorado (NWR, 40.05°N, 105.58°W, 3,526 masl) are also possible choices, but we find that these sites do not adequately characterize the seasonal cycles at the surface, particularly for CO.…”