Representativeness and seasonality of major ion records derived from NEEM firn cores

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Abstract

The seasonal and annual representativeness of ionic aerosol proxies (among others, calcium, sodium, ammonium and nitrate) in various firn cores in the vicinity of the NEEM drill site in northwest Greenland have been assessed. Seasonal representativeness is very high as one core explains more than 60% of the variability within the area. The inter-annual representativeness, however, can be substantially lower (depending on the species) making replicate coring indispensable to derive the atmospheric variability of aerosol species. A single core at the NEEM site records only 30% of the inter-annual atmospheric variability in some species, while five replicate cores are already needed to cover approximately 70% of the inter-annual atmospheric variability in all species. The spatial representativeness is very high within 60 cm, rapidly decorrelates within 10 m but does not diminish further within 3 km. We attribute this to wind reworking of the snow pack leading to sastrugi formation. Due to the high resolution and seasonal representativeness of the records we can derive accurate seasonalities of the measured species for modern (AD 1990-2010) times as well as for pre-industrial (AD 1623-1750) times. Sodium and calcium show similar seasonality (peaking in February and March respectively) for modern and pre-industrial times, whereas ammonium and nitrate are influenced by anthropogenic activities. Nitrate and ammonium both peak in May during modern times, whereas during pre-industrial times ammonium peaked during July-August and nitrate during June-July.

Figures

  • Figure 1. Location map of Greenland with zoom on NEEM camp and proximity.
  • Figure 2. Standard errors (SE) as derived by least square fits of the calibration curves (see text for further details). The errors are shown in absolute values in ng g−1 (continuous line) and relative to the concentration in percent (dashed line). The x-axis represents the measuring range of the firn core data, whereas shaded areas depict the 5 to 95 % inter-quantile ranges as given in Table 1.
  • Table 1. The 5 to 95 % inter-quantile range (IQR5) of the firn core data, concentration errors and limits of detection.
  • Figure 3. Histograms for annual logarithmised data from the NEEM-2008-S1 core since 1650. Anthropogenic trends (dashed lines with y-axis on the right side) in conductivity and NO−3 have been removed using a LOWESS filter with parameter f = 0.15. The logarithmised data of all species, except conductivity, follow to first order a normal distribution (see text). Normalised histograms share the same y-axis as the annual logarithmised data.
  • Table 2. Parameters for two-way analysis of variance (ANOVA).
  • Figure 4. Between-series standard deviations (σ ) for each year plotted against the between-series mean. Full lines depict the fit of the measured concentration data (in µS cm−1 for conductivity and in ng g−1 for all other species), whereas dashed lines depict the fit of the logarithmised data. Coefficient of determination are given in the upper left corner and lower right corner for normal data and logarithmised data respectively. Dark shaded areas show the 95 % confidence intervals for the normal data fit whereas light shaded areas show the 95 % prediction intervals for a linear regression of the measured concentration data. Confidence and prediction intervals are not shown for logarithmised data.
  • Figure 5. Monthly and annual representativeness of the different species of the dice five firn cores depending on the number of cores n.
  • Figure 6. Average of bootstrapped representativeness values as derived from the dice five firn core (coloured full circles). Error bars depict 95 % bootstrapped confidence intervals. The left plot shows the single month representativeness, whereas the right plot shows the representativeness of inter-annual variations.

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CITATION STYLE

APA

Gfeller, G., Fischer, H., Bigler, M., Schüpbach, S., Leuenberger, D., & Mini, O. (2014). Representativeness and seasonality of major ion records derived from NEEM firn cores. Cryosphere, 8(5), 1855–1870. https://doi.org/10.5194/tc-8-1855-2014

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