1National Oceanic and Atmospheric Administration, Air Resources Laboratory, Silver Spring, MD 20910, USA
2Earth Resources Technology, Inc., Silver Spring, MD 20910, USA
Received: 22 Nov 2011 – Discussion started: 18 Jan 2012
Abstract. To show how remote-sensing products can be used to classify the entire CONUS domain into "geographical regions" and "chemical regimes", we analyzed the results of simulation from the Community Multiscale Air Quality (CMAQ) model version 4.7.1 over the Conterminous United States (CONUS) for August 2009. In addition, we observe how these classifications capture the weekly cycles of ground-level nitrogen oxide (NOx) and ozone (O3) at US EPA Air Quality System (AQS) sites. We use the Advanced Very High Resolution Radiometer (AVHRR) land use dominant categories and the Global Ozone Monitoring Experiment-2 (GOME-2) HCHO/NO2 column density ratios to allocate geographical regions (i.e., "urban", "forest", and "other" regions) and chemical regimes (i.e., "NOx-saturated", "NOx-sensitive", and "mixed" regimes). We also show that CMAQ simulations using GOME-2 satellite-adjusted NOx emissions mitigate the discrepancy between the weekly cycles of NOx from AQS observations and that from CMAQ simulation results. We found geographical regions and chemical regimes do not show a one-to-one correspondence: the averaged HCHO / NO2 ratios for AVHRR "urban" and "forest" regions are 2.1 and 4.0, which correspond to GOME-2 "mixed" and "NOx-sensitive" regimes, respectively. Both AQS-observed and CMAQ-simulated weekly cycles of NOx show high concentrations on weekdays and low concentrations on weekends, but with one- or two-day shifts of weekly high peaks in the simulated results, which eventually introduces the shifts in simulated weekly-low O3 concentration. In addition, whereas the high weekend O3 anomaly is clearly observable at sites over the GOME-2 NOx-saturated regime in both AQS and CMAQ, the weekend effect is not captured at sites over the AVHRR urban region because of the chemical characteristics of the urban sites (≈GOME-2 mixed regime). In addition, the weekend effect from AQS is more clearly discernible at sites above the GOME-2 NOx-saturated regime than at other sites above the CMAQ NOx-saturated regime, suggesting that the GOME-2-based chemical regime classification is more accurate than CMAQ-based chemical classification. Furthermore, the CMAQ simulations using the GOME-2-derived NOx emissions adjustment (decreasing from 462 Gg N to 426 Gg N over the US for August 2009) show large reductions of simulated NOx concentrations (particularly over the urban, or NOx-saturated, regime), and mitigates the large discrepancies between the absolute amount and the weekly pattern of NOx concentrations of the EPA AQS and those of the baseline CMAQ.
Revised: 22 Jun 2012 – Accepted: 27 Jun 2012 – Published: 19 Jul 2012
Choi, Y., Kim, H., Tong, D., and Lee, P.: Summertime weekly cycles of observed and modeled NOx and O3 concentrations as a function of satellite-derived ozone production sensitivity and land use types over the Continental United States, Atmos. Chem. Phys., 12, 6291-6307, doi:10.5194/acp-12-6291-2012, 2012.