Validation of six years of TES tropospheric ozone retrievals with ozonesonde measurements: Implications for spatial patterns and temporal stability in the bias

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Abstract

In this analysis, Tropospheric Emission Spectrometer (TES) V004 nadir ozone (O3) profiles are validated with more than 4400 coinciding ozonesonde measurements taken across the world from the World Ozone and Ultraviolet Radiation Data Centre (WOUDC) during the period 2005-2010. The TES observation operator was applied to the sonde data to ensure a consistent comparison between TES and ozonesonde data, i.e. without the influence of the a priori O3 profile needed to regulate the retrieval. Generally, TES V004 O3 retrievals are biased high by 2-7 ppbv (7-15%) in the troposphere, consistent with validation results from earlier studies. Because of two degrees of freedom for signal in the troposphere, we can distinguish between upper and lower troposphere mean biases, respectively ranging from -0.4 to +13.3 ppbv for the upper troposphere and +3.9 to +6.0 ppbv for the lower troposphere. Focusing on the 464 hPa retrieval level, broadly representative of the free tropospheric O3, we find differences in the TES biases for the tropics (+3 ppbv, +7%), sub-tropics (+5 ppbv, +11%), and northern (+7 ppbv, +13%) and southern mid-latitudes (+4 ppbv, +10%). The relatively long-term record (6 yr) of TES-ozonesonde comparisons allowed us to quantify temporal variations in TES biases at 464 hPa. We find that there are no discernable biases in each of these latitudinal bands; temporal variations in the bias are typically within the uncertainty of the difference between TES and ozonesondes. Establishing these bias patterns is important in order to make meaningful use of TES O3 data in applications such as model evaluation, trend analysis, or data assimilation. © Author(s) 2013.

Figures

  • Fig. 1. Seasonal average (June-July-August) of tropospheric O3 concentrations at 464 hPa as observed by TES between 2005 and 2010 averaged on a 3◦× 2◦ (longitude× latitude) grid. The effect of the variable MOZART a priori has been removed by reprocessing the TES retrievals with one global and annual mean (MOZART) a priori O3 profile following the method by Zhang et al. (2006). TES retrievals with residual clouds and errors have been excluded following the standard TES quality flags, leaving typically 50 data points in each grid cell.
  • Fig. 2. Left panel: typical averaging kernel of the vertical O3 profile as provided by TES over De Bilt, the Netherlands (latitude: 52.10◦, longitude: 5.18◦, altitude: 9 m, 14 July 2005, 11:23 UTC), for a clear day (DOF = 3.98, with high sensitivity from the 1000– 400 hPa range). Right panel: corresponding O3 profiles observed by the ozonesonde launched at De Bilt (grey), retrieved by TES (red), and the ozonesonde profile as TES would observe it (after application of the TES AK), in black. The dashed red line indicates the MOZART a priori O3 profile as used in the TES retrieval.
  • Fig. 3. Upper panel: location of the worldwide ozonesonde profiles of WOUDC (red dots) used in this analysis together with their coincident TES measurements (squares). Lower panel: distribution of the amount of TES–ozonesonde matchups available for this study as a function of latitude. The dashed grey lines indicate the regions used in this study to evaluate the TES biases in more detail. In the lower panel, the northern mid-latitude range: > 35–56◦ N, the Arctic: > 56–82◦ N, the northern sub-tropics: > 15–35◦ N, the tropics: 15◦ S–15◦ N, the southern mid-latitude: > 35–56◦ S, the Antarctic: > 56–82◦ S.
  • Table 1. Overview of the correlation between TES and sonde O3 for the lower and the upper troposphere for different zonal bands. The slope, intercept, R, RMS and bias of the reduced major axis regression are provided.
  • Fig. 5. Mean 2005–2010 TES bias in O3 at 464 hPa per latitude zone (black symbols) and their standard errors (including data pairs numbers and standard errors). Grey symbols indicate the seasonal mean biases and their standard errors. NMLT: northern mid-latitudes; NStropics: northern sub-tropics; SLMLT: southern lower and midlatitudes.
  • Fig. 4. Absolute TES–sonde O3 differences (left panels) and relative differences (right panels) for six latitude zones. Individual difference profiles are shown in grey; the mean difference and 1 standard deviation profiles are overlaid in black. N is the number of valid profiles after flagging TES data.
  • Table 2. Slope and intercept of a (unweighted) linear regression fit to the seasonal mean TES–sonde O3 biases per latitude zone at the 464 hPa pressure level for the period 2005–2010. The standard error (SE) is also given for the slope (ppbv/season) and the intercept (ppbv). The mean annual bias (ppbv) is also shown. The statistical procedure testing if the intercept of the linear relation is significantly different from zero is given by the p values (rejection of null hypothesis at p< 0.05).
  • Table 3. Slope, intercept and R2 for a reduced major axis regression fit of sonde O3 (y) as a function of TES O3 (x) (O3,sonde = slope x O3,TES + intercept) for different latitude zone at the 464 hPa pressure level for the period 2005–2010. The fitted slope is indicative of the multiplicative component of the TES bias, and the intercept of the additive component. The bias is the mean of y− x.

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APA

Verstraeten, W. W., Boersma, K. F., Zörner, J., Allaart, M. A. F., Bowman, K. W., & Worden, J. R. (2013). Validation of six years of TES tropospheric ozone retrievals with ozonesonde measurements: Implications for spatial patterns and temporal stability in the bias. Atmospheric Measurement Techniques, 6(5), 1413–1423. https://doi.org/10.5194/amt-6-1413-2013

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