Abstract

Abstract. The diurnal variability of aerosol optical depth (AOD) can be significant, depending on location and dominant aerosol type. However, these diurnal cycles have rarely been taken into account in measurement-based estimates of aerosol direct radiative forcing (ADRF) or aerosol direct radiative effect (ADRE). The objective of our study was to estimate the influence of diurnal aerosol variability at the top of the atmosphere ADRE estimates. By including all the possible AERONET sites, we wanted to assess the influence on global ADRE estimates. While focusing also in more detail on some selected sites of strongest impact, our goal was to also see the possible impact regionally. We calculated ADRE with different assumptions about the daily AOD variability: taking the observed daily AOD cycle into account and assuming diurnally constant AOD. Moreover, we estimated the corresponding differences in ADREs, if the single AOD value for the daily mean was taken from the the Moderate Resolution Imaging Spectroradiometer (MODIS) Terra or Aqua overpass times, instead of accounting for the true observed daily variability. The mean impact of diurnal AOD variability on 24 h ADRE estimates, averaged over all AERONET sites, was rather small and it was relatively small even for the cases when AOD was chosen to correspond to the Terra or Aqua overpass time. This was true on average over all AERONET sites, while clearly there can be much stronger impact in individual sites. Examples of some selected sites demonstrated that the strongest observed AOD variability (the strongest morning afternoon contrast) does not typically result in a significant impact on 24 h ADRE. In those cases, the morning and afternoon AOD patterns are opposite and thus the impact on 24 h ADRE, when integrated over all solar zenith angles, is reduced. The most significant effect on daily ADRE was induced by AOD cycles with either maximum or minimum AOD close to local noon. In these cases, the impact on 24 h ADRE was typically around 0.1–0.2 W m−2 (both positive and negative) in absolute values, 5–10% in relative ones.

Highlights

  • Earth System Sciences responding differences in aerosol direct radiative effect (ADRE), if the single aerosol optical depth (AOD) value for the daily mean was taken from the the Moderate Resolution Imaging Spectroradiometer (MODIS) Terra or Aqua overpass times, instead of accounting for the true observed daily variability

  • The mean impact of diurnal AOD variability on 24 h ADRE estimates, averaged over all Aerosol Robotic Network (AERONET) sites, was rather small and it was relatively small even for the cases when AOD was chosen to correspond to the Terra or Aqua overpass time

  • The diurnal variability in aerosol optical depth (AOD) can be significant, depending on location and dominant aerosol type (e.g., Smirnov et al, 2002; Eck et al, 2003; Zhang et al, 2012). These diurnal cycles have rarely been taken into account in measurement-based estimates of aerosol direct radiative forcing (ADRF) or aerosol direct radiative effect (ADRE), the former taking into account the anthropogenic aerosols and the latter both anthropogenic and natural aerosols

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Summary

Introduction

Earth System Sciences responding differences in ADREs, if the single AOD value for the daily mean was taken from the the Moderate Resolution Imaging Spectroradiometer (MODIS) Terra or Aqua overpass times, instead of accounting for the true observed daily variability. The diurnal variability in aerosol optical depth (AOD) can be significant, depending on location and dominant aerosol type (e.g., Smirnov et al, 2002; Eck et al, 2003; Zhang et al, 2012) These diurnal cycles have rarely been taken into account in measurement-based estimates of aerosol direct radiative forcing (ADRF) or aerosol direct radiative effect (ADRE), the former taking into account the anthropogenic aerosols and the latter both anthropogenic and natural aerosols. The objective of this study is to provide an estimate of the impact of diurnal AOD variability on the estimates of ADRE at the top of the atmosphere (TOA) This is the first time that the importance of diurnal AOD cycle on ADRE calculations is assessed using data from large number of Aerosol Robotic Network (AERONET) sites. We calculated the mean diurnal AOD cycle on a seasonal basis, for each site with enough data, and the related impact of this cycle on TOA ADRE using radiative transfer modeling

AERONET data
Calculation of the radiative effect
G GGGGGG
Results
Conclusions
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