1. Introduction
The Greenland ice sheet is experiencing thickening of the interior accumulation area (Reference ZwallyZwally and others, 2005), thinning of the marginal ablation area (Reference KrabillKrabill and others, 2004) and acceleration of large outlet glaciers that calve into fjords around the southern half of the island (Reference Rignot and KanagaratnamRignot and Kanagaratnam, 2006). At land-based margins, where melting is the major mass-loss process, recent observations show an acceleration of ice motion in summer, partly due to lubrication of the bed associated with meltwater (Reference Zwally, Abdalati, Herring, Larson, Saba and SteffenZwally and others, 2002). If melting rates were unchanged, this increase in velocity would result in an advance of the ice-sheet margin or an increase in surface height. However, such changes have not been seen, suggesting that the increase in ice flow is accompanied by an increase in melt rates. Recent meteorological and modelling studies likewise suggest enhanced melting in the ablation zone (Reference Hanna, Huybrechts, Janssens, Cappelen, Steffen and StephensHanna and others, 2005; Reference BoxBox and others, 2006).
The major source of energy for melting ice and snow is provided by shortwave radiation. Therefore, melting rates in the ablation area are largely determined by the albedo of the ice, which is lower than that of snow and also highly variable. The variability is due to variable debris cover on the ice, and variable fractional coverage of the ice by meltwater ponds. In 1960, the ablation area covered ∼15% of the ice-sheet area (Reference BensonBenson, 1960; Reference BaderBader, 1961). Climatic warming is expected to cause an expansion of the ablation area at the expense of the accumulation area. The reduction in albedo caused by removal of snow cover and consequent exposure of bare ice results in a positive feedback to climate change. Therefore, it is important to characterize the albedos of the ablation zone and to assess the reasons for their variability.
The temporal evolution of the surface reflectance of the ablation zone in west Greenland has been studied previously using a combination of satellite analyses and data from automatic weather stations (AWSs). The ice-sheet margin east of Søndre Strømfjord (Kangerlussuaq) shows that a darkening of the glacier ice surface takes place in the upper ablation zone late in the summer (Reference Knap and OerlemansKnap and Oerlemans, 1996; Reference GreuellGreuell, 2000). This late-summer dark zone is also seen on other parts of the ice-sheet margin (e.g. south Greenland (Reference Weidick, Williams and FerrignoWeidick, 1995) and northeast Greenland (Reference Oerter, Bøggild, Jung-Rothenhäusler and ReehOerter and others, 1995; Reference Bøggild, Oerter and TukiainenBøggild and others, 1996; Reference BøggildBøggild, 1998)). The dark upper ablation zone of west Greenland, described by Reference Knap and OerlemansKnap and Oerlemans (1996), appears to extend continuously for >500 km in the north–south direction, as seen by Reference Holmlund and JanssonHolmlund and Jansson (2003, p.86). With climatic warming, a rising equilibrium line could expose new areas of the dark upper ablation zone and thus further advance the melting and thinning of the Greenland ice sheet. Based on Advanced Very High Resolution Radiometer (AVHRR) satellite images, Reference GreuellGreuell (2000) and Reference Greuell and KnapGreuell and Knap (2000) attributed the low albedo of the dark zone to surface meltwater. In our study, however, the dark upper ablation zone lacks meltwater ponds, and the low albedo is instead caused mainly by particulates on the surface.
This phenomenon may be related to the behaviour of mineral dust in the ice, particularly whether it remains uniformly distributed. The surface dust particles often aggregate together to form centimetre-scale clumps (‘cryoconite’) that melt into the ice, creating ‘cryoconite holes’ (Reference Kayser, Vahl, Amdrup, Bobé and JensenKayser, 1928; Reference LliboutryLliboutry, 1964). The debris in the cryoconite holes thus becomes partly hidden from sunlight, raising the area-averaged albedo relative to surfaces with uniform debris cover.
Measurements on the ice-sheet surface are logistically difficult in many areas because of the crevassed nature of much of the marginal zone, and because of the great width, 50–100 km, of the ablation zone in west Greenland. However, ablation-zone processes can readily be studied in parts of northeast Greenland, where the ablation zone is only 5–8 km wide and not crevassed. The dark upper ablation zone seen in west Greenland is also found in northeast Greenland. In 2006 we carried out surface observations and measurements of the glacier surface in northeast Greenland, including characterization of the ice types, measurement of spectral albedo, and identification and quantification of impurities.
2. Field Experiment
A field camp at the ice margin in Kronprinz Christians Land (KPCL), near 80° N, 24° W (Fig. 1), was occupied from 26 July to 12 August 2006. This is the same location that was studied by Reference Konzelmann and BraithwaiteKonzelmann and Braithwaite (1995), Reference Bøggild, Oerter and TukiainenBøggild and others (1996) and Reference BøggildBøggild (1998). Access was by Twin Otter aircraft from Station Nord, 240 km to the northeast. The ice sheet terminates in a cliff, as is usual for cold-based glaciers. But because of katabatic winds, the cliff was buried by drift snow in many places, providing a ‘ramp’ for easy access on foot to the ice. A sampling transect consisting of ablation stakes and the collection of snow and ice samples was established across the ablation zone (Fig. 1).
An AWS was operated for 6 days (5–10 August) at stake 14, at the Pleistocene/Holocene transition, about 1 m above a hummocky ice surface. At night and in early morning the average air temperature was −2°C, the dew-point depression 1–2 K and downward solar irradiance 0–30 W m−2. At midday or in the afternoon the temperature rose to 1–4°C, the dew-point depression to 5 K and the solar irradiance to 400–600 W m−2.
3. The Ice Surface
In Figure 1, the brown band just above the snow ramp is Pleistocene ice of ‘Wisconsin’ age (Reference Bøggild, Oerter and TukiainenBøggild and others, 1996). Blue ice of early Holocene age is located above the Pleistocene ice, followed by the darker band of the upper ablation zone, which becomes snow-covered at the higher elevations, as seen in the northwest corner of Figure 1. In Figure 1 the Holocene/Pleistocene transition shows a color contrast but not a brightness contrast. Analyses of ice cores from the interior of Greenland have shown higher dust content during the Last Glacial Maximum than during the Holocene (Reference De Angelis, Steffensen, Legrand, Clausen and HammerDe Angelis and others, 1997). However, at this location the Pleistocene ice actually contains less debris than the Holocene ice, for unknown reasons. We therefore present our work primarily as a process study, particularly regarding the effects of cryoconite-hole formation on albedo.
Figure 2a shows the elevations along the ablation-stake transect. The elevation gradients are near constant except for the cliff at the ice edge, which was hidden by the snow ramp. The mean slope is 4.2%, which is smaller than that of most valley glaciers but quite common in the ablation zone of the Greenland ice sheet (Reference Weidick, Böggild and KnudsenWeidick and others, 1992).
Characterization of the surface was accomplished using a continuous scan from a video camera oriented vertically downward. The camera was mounted on a horizontal bar at 1.65 m above the surface and carried manually for the length of the transect. Stakes of known location were tagged on the recording to convert from time to distance. Processing involved visual analysis of still images at 30 m intervals along the entire transect, where a percentage distribution was estimated for five classes of surface types, shown in Figure 2b: superimposed ice (Reference PatersonPaterson, 1994, fig. 2.1), low-impurity ice, intermediate-impurity ice, high-impurity ice, and ice with cryoconite holes. Since snow cannot be distinguished from superimposed ice in the video images, these two surface types are merged into one class in Figure 2b. Ice with cryoconite holes can be distinguished clearly from other surface types, but the distinction of the three classes of uniformly distributed impurity is subjective. In addition to the surface types indicated in Figure 2b, there are meltwater streams, but from our photographs on a helicopter flight we estimate that they covered only 1–2% of the surface area of the ablation zone.
Much of the ice, particularly the ice studded with cryoconite holes, was hummocky. A typical well-defined ‘hummock’ in KPCL is 1–3 m in lateral extent and rises up to 1 m above the general surface of its surroundings (right side of Fig. 3a). Hummocks were prevalent in the first 2 km from the ice edge, but sparse beyond 2 km.
In Figure 3a, ice with intermediate and high impurity content is seen in the foreground; cryoconite holes are absent. In the left background a surface of low impurity content is dominant; in the right background are hummocks. In Figure 3b a low-impurity surface and an adjoining hummock are shown in a vertical view. The hummock has well-defined cryoconite holes. The superimposed ice or snow surfaces are often delineated by characteristic steep edges of 10 cm height (Fig. 3c). In the upper part of the transect, especially from 3.5 to 4 km, concentrations of impurities on the surface form poorly confined ‘cryoconite patches’ (Fig. 3d) in an area where superimposed ice is also common. The extensive ‘ice with cryoconite holes’ in the lower part of the transect (Fig. 2b; 0.7–1.7 km) has a different appearance, since here the impurity is localized at the bottom of well-defined holes.
On valley glaciers the material forming cryoconite holes is often sand or pebbles, but on the ablation zone of the cold-based ice of KPCL it is only a fine powder of micron-size dust particles, which, although unconsolidated, does become concentrated in holes. This characteristic powder is similar to that described for the Thule area of northwest Greenland (Reference GajdaGajda, 1958). Well-defined cryoconite holes with a sharp edge and containing a free water surface above the cryoconite surface are most common in the lower half of the transect, except in the Pleistocene ice. Figure 4 shows that the deepest cryoconite holes (20–30 cm deep) are to be found in the early Holocene ice, 0.6–1.5 km from the ice edge. This is also where the water level is deepest. In the transition from Pleistocene ice at 0.5 km to Holocene ice at 0.7 km, the depth of the holes doubles, and this change of depth is also clearly visible on the glacier surface.
It is known from ice-core studies that the Pleistocene ice has smaller crystal diameters than Holocene ice, 2–3 mm vs 3–4 mm (Reference Thorsteinsson, Kipfstuhl and MillerThorsteinsson and others, 1997, fig. 2). Reference BøggildBøggild (1998) interpreted the variable depth of cryoconite holes as being a result of difference in radiation penetration; the smaller crystal size in Pleistocene ice results in a larger scattering coefficient and therefore a shallower hole. A cryoconite hole will reach an equilibrium depth such that the melting rate at the bottom of the hole equals that of the surrounding clean ice (Reference GribbonGribbon, 1979). If the energy for melting is dominated by solar radiation, then the rates of solar absorption would be equal at the two surfaces. Ice with smaller grains would have a larger flux-extinction coefficient and a shallower hole depth.
Because cryoconite holes are narrow and vertical, the cryoconite material in them is seen only when looking very close to nadir. This causes some satellites (e.g. Landsat), which view in the nadir direction, to be biased darker in regions of cryoconite holes. Oblique views, in which the cryoconite is hidden, will more accurately represent the hemispherically averaged albedo.
4. Spectral and Broadband Albedos
Albedo (α) as a function of wavelength (λ) was measured with a spectral radiometer, manufactured by Analytical Spectral Devices (ASD; Reference Kindel, Qu and GoetzKindel and others, 2001), equipped with a fiber-optics guide viewing a diffuser plate. The diffuser plate was levelled horizontally to view the sky, then rotated 180° to view the surface. The instrument measures radiation every 1 nm from 0.35 μm in the near-ultraviolet (near-UV), across the visible (0.4–0.7 μm), to 2.5 μm in the near-infrared (near-IR), with a spectral resolution of 3–30 nm (full width at half-maximum). For most of our measurements, there was insufficient signal at λ > 1.8 μm to measure albedo, because of low light levels at higher wavelengths.
Spectral albedos were measured for the various surface types in the ablation zone (Fig. 5). The general shape of the top five curves is similar to that of snow (Reference Grenfell, Warren and MullenGrenfell and others, 1994) and sea ice (Reference Grenfell and PerovichGrenfell and Perovich, 1984; Reference Brandt, Warren, Worby and GrenfellBrandt and others, 2005). The peaks and valleys in the near-IR spectrum (λ > 0.7 μm) correspond to local minima and maxima of the absorption coefficient of pure ice (Reference Grenfell and PerovichGrenfell and Perovich, 1981; Reference Warren and BrandtWarren and Brandt, 2008).
All the ice types show albedo increasing with wavelength from λ = 0.35 μm (near-UV) to 0.6 μm (red), because of the presence of dust in the ice, which is red or brown because it contains iron oxides which absorb strongly in the blue and ultraviolet (UV). The Pleistocene ice is more strongly red-colored (has a steeper slope of α vs λ) than the Holocene ice; this coloring is also apparent in Figure 1.
The albedo of ice with a uniform debris cover on the surface, whether light, intermediate or dark, is much lower than that of ice with cryoconite holes, in spite of the fact (discussed below) that ice with cryoconite holes has a greater impurity loading (mass per unit area). This is because the descent of debris into holes hides it from sunlight so that most of the solar radiation interacts only with the relatively clean upper ice above the cryoconite. A second effect is that aggregation of the dust into clumps lessens its absorptive capability even if it remains on the surface, because the albedo-lowering effect of dust is greatest if the dust is spread uniformly. The ice with uniform debris cover also tends to be waterlogged, i.e. its water table is much higher than those shown in Figure 4. This high water table also contributes to the lowering of albedo in regions of uniform debris cover, by reducing the scattering at ice crystal boundaries. The high water table itself may be caused by the inability of the slow drainage to outrun the rapid ablation at low albedo, i.e. a positive feedback on ablation rate.
Most cryoconite holes have diameters of a few millimeters to a few centimeters, but some very wide holes also form, whose widths can exceed their depth (Reference SharpSharp, 1949; Reference GajdaGajda, 1958; Reference Gerdel and DrouetGerdel and Drouet, 1960). Sharp called these wide holes ‘dust basins’; we call them ‘cryoconite basins’. We measured the spectral albedo of a meter-sized basin of depth ∼15 cm, whose ice floor was completely covered by a few millimeters of fine-grained cryoconite material, which in turn was covered by water. Nearby a drained cryoconite basin exposed an extensive cryoconite layer that was damp but not covered by water. These two surface types are the darkest surfaces in the ablation zone (lowest curves in Fig. 5).
Broadband solar albedos were computed from the measured spectral albedos together with a modeled incident solar spectral irradiance S(λ):
The solar spectral irradiance was obtained using the atmospheric radiation model ‘ATRAD’ (Reference Wiscombe, Welch and HallWiscombe and others, 1984) for the subarctic summer standard atmosphere of Reference McClatchey, Fenn, Selby and GaringMcClatchey and others (1972), which had been computed for a solar zenith cosine of 0.4 (zenith angle 66°), both for clear sky and for overcast cloud of optical depth 11, typical of Arctic summer stratus clouds (Reference Herman and CurryHerman and Curry, 1984; Reference Tsay and JayaweeraTsay and Jayaweera, 1984).
The limits of integration in Equation (1) are 0.3–4.0 μm, covering the solar energy spectrum at the surface, but most of our albedo measurements are available only from 0.35 to 1.8 μm. To complete the integration, the following assumptions were used. At the shortwave end, the UV albedo from 0.30 to 0.35 μm was assumed the same as at 0.35 μm. At the longwave end, the albedo from 1.8 to 4.0 μm is very low for all types of ice. Two limiting cases were computed: α(λ > 1.8 μm) = α(1.8 μm), and α(λ > 1.8 μm) = 0. Because <3% of the solar energy is at λ > 1.8 μm, the two limiting values of broadband albedo differed insignificantly.
The resulting broadband albedos are given in Table 1. Included in Table 1 is the albedo of the snow ramp. The particulate impurities were concentrated in the topmost 3 cm of the snow. When this layer was removed, the albedo of the remaining snow was higher in the visible wavelengths but lower in the near-IR (Fig. 5), indicating that the lower layer had both fewer impurities and coarser grains. The two effects compensate each other, causing the broadband albedos to be almost identical for the two snow layers.
These measured albedos for particular ice types in Table 1 may be compared with broadband albedos from prior work at this location as well as in the ablation zone of west Greenland (Table 2). Table 2 shows that the albedo of melting glacier ice is generally in the range 0.5–0.6, but for superimposed ice it is ∼0.68, nearly as high as for ice covered by melting snow (∼0.70). Darker regions have albedos in the range 0.3–0.45; these low albedos were attributed to the presence of surface water and/or debris loading.
In Figure 6 we compare the albedo of glacial cryoconite material (from Fig. 5) with that of nearby tundra surfaces (actually ‘polar desert’; Reference Serreze and BarrySerreze and Barry, 2005). The natural tundra surface in front of the ice sheet consisted almost entirely of soil and rocks, with very little vegetation. The larger rocks were removed from an area 4 m in diameter, and the spectral albedo of the dry soil was measured. Water was then sprinkled onto the area, and the albedo remeasured (the dampened soil is shown in the inset image in Fig. 6). At λ <0.6 μm, all five surfaces have similar albedo. In the near-IR the wet surfaces (surface cryoconite and cryoconite basin) have much lower albedo because water absorbs strongly in the near-IR. Damp soil has lower albedo than dry soil not only in the near-IR, but also in the visible, where water is transparent. The reason for the darkening of soil by water at visible wavelengths (shown in the inset image in Fig. 6) was explained by Reference Twomey, Bohren and MergenthalerTwomey and others (1986) and Reference BohrenBohren (1987): the refractive index of clay minerals is closer to that of water than to that of air (visible refractive indices are approximately 1.5, 1.3, 1.0 respectively), so the refraction at a soil–water interface occurs at a smaller angle than at a soil–air interface. Sunlight therefore penetrates deeper into wet soil and passes through more soil grains before escaping, thus increasing the probability of absorption. The characteristics we see here, with red albedo higher than blue albedo, and albedo reduction at all wavelengths upon wetting, is typical of soils (Reference ConditCondit, 1970). Our broadband albedo for tundra agrees with the value α ≈ 0.2 given by Reference Duynkerke and van den BroekeDuynkerke and Van den Broeke (1994), which was cited by Reference Van den Broeke, Smeets, Ettema and MunnekeVan den Broeke and others (2008) as α ≈ 0.18.
The ‘cryoconite basin’ albedo shown in Figures 5 and 6 is anomalous in that it crosses the other curves. It can be explained as a combination of several contributions, including drained white ice in the periphery of the field of view. The spectral albedo is reproduced on an expanded scale in Figure 7, together with several components that contribute to the measured albedo, as described in the figure caption and discussed in detail in the Appendix.
5. Composition and Character of Surface Particulates
Analysis of the surface sediment collected along the sampling transect involved a multi-proxy approach in which sediment parameters such as organic–inorganic content, bulk mineralogy, clay mineralogy and grain size were quantified using standard techniques. Percentage organic and inorganic matter was obtained by loss-on-ignition (LOI; Reference Brown and PasternackBrown and Pasternack, 2004), whereby samples were weighed wet, dried overnight at 60°C, weighed dry, combusted for 6 hours at 600°C in a muffle furnace and reweighed. The difference between wet mass and dry mass is the water content, and the difference between dry mass and post-combustion mass is the organic matter content. Bulk and clay-mineral suites were obtained by X-ray diffraction (XRD) using a Philips PW-1050 diffractometer with Co-Kα radiation. For bulk mineralogy, the soil samples were gently crushed and passed through a <500 μm sieve, whereas sediment collected from the ice surface was centrifuged and air-dried. Clay mineral (<0.002 mm) determinations were obtained by disintegrating and separating the sample into separate size fractions using a particle-size centrifuge. Oriented specimens were prepared by the pipette method whereby a drop of suspension was dried on a glass plate. Samples were then repeatedly analysed following Mg-saturation, glycerol and K-saturation treatments. Sediment grain size (by mass) was determined using the Andreasen pipette method (Reference WilsonWilson, 1980) based on gravity sedimentation in a 2 mM solution of sodium pyrophosphate.
LOI analysis reveals that the impurities in the cryoconite holes comprise a large (∼95%) mineralogical component and a smaller organic (∼5%) component. This value is slightly lower compared to cryoconite samples from northwest Greenland (near Thule), where the organic content comprised 13–20% of the sample (Reference Gerdel and DrouetGerdel and Drouet, 1960). Regarding mineralogical composition, both XRD and scanning electron microscope analyses show that the impurities are largely quartz and feldspar minerals along with some clay minerals. Both dust samples from snow banks and soil samples collected adjacent to the ice sheet are compositionally similar. Grain-size analysis (Fig. 8) reveals that the impurities near the ice margin on Pleistocene and early Holocene ice are a mixture of clay (<2 μm), silt (2–63 μm) and sand-sized (63 μm–2 mm) particles, whereas fine sand (63–200 μm) dominates further along the transect. The overall general coarseness of the impurity sediment (i.e. average ∼27% silt and ∼7% fine sand content) suggests short distance transport and thus a local origin (Reference SunSun and others, 2002). Only the Pleistocene ice contained a significant fine mode (>20% clay). It is posited that this fine mode does not have a local source since it is absent from the ice farther from the margin as well as in the soil samples. Its presence in Pleistocene ice and absence in Holocene ice indicates a glacial–interglacial difference in long-range transport of dust (Reference BiscayeBiscaye and others, 1997).
6. Mass of Particulate Matter in the Surface Ice
The mass of impurities in cryoconite holes was measured at three locations along the transect, near stakes 1, 11 and 13 (Fig. 1), covering nearly the full width of exposed Holocene ice. At each of the three sites a wide distribution of cryoconite-hole sizes was sampled. For each hole the diameter was measured and all the particulate matter was sucked out. Each sample was later dried in an oven at 105°C for a sufficiently long time to remove all the water, then weighed.
There is only a weak correlation between dry mass and area for all the holes taken together, but good correlation is found for each location separately (Fig. 9a), implying that the dry mass per unit area of a cryoconite hole is independent of the hole diameter. Across the Holocene ice, the dry mass per unit area in cryoconite holes increases with distance from the ice edge (Fig. 9b). The explanation for this behavior is uncertain; perhaps washing by meltwater cleans the ice. Ice closer to the margin experiences more melting, and more meltwater flow from upslope, both of which may help to flush cryoconite material from the ice.
To determine the dry mass on surfaces with uniformly distributed impurities, a different approach was used, whereby an area of 900 cm2 was cut out of the ice using a clean chainsaw. The thickness of each sample was about 10 cm, but the results are insensitive to the thickness because almost all the particulates were coating the top surface of the ice (Fig. 10). Each sample was melted in a pan over a stove, and the particulate impurities collected at the bottom as sediment. This sediment was taken back to the laboratory and dried in the oven. Five samples of Pleistocene ice had loadings of 4–80 g m−2, with a median of 40 g m−2. Four samples near stake 8 had loadings of 17 and 60 g m−2 on hummocks, and 78 and 111 g m−2 on nearby dark surfaces. Four samples near stake 1 in the upper ablation zone had the highest loadings, 200–400 g m−2.
The subsurface ice was also sampled for impurity content, in order to assess whether the surface debris originated as dust deposited on the snow high on the ice sheet and now remains as a lag deposit on the ablating ice after many years of melting. The subsurface ice samples were melted in a microwave oven; the meltwater was then sucked through a 0.4 μm Nuclepore filter by means of a partial vacuum from a handpump. The filters were dried and weighed, and the meltwater volume recorded. The impurity content of the ice a few cm below the surface (at stakes 1, 8 and 14) ranged from 2 to 6 mg L−1; the average was 4.3 mg L−1 (equivalent to 3.9 g m−3, assuming ice density is 917 kg m−3). ‘Low impurity’ surfaces were measured near stakes 1 and 8; they had an average debris cover of 16 g m−2, with little variability among the sites. This debris cover would therefore result from ablation of 4 m of ice of uniform impurity content, if none of it washed away in meltwater streams. At an ablation rate of ∼0.6 m a−1 it would take only 7 years to melt 4 m of ice. We conclude that ablation of old ice, containing dust from intercontinental transport, could easily account for the observed surface impurity loading in the regions of low impurity. The ice with intermediate and high impurity content may have other contributors; in particular, there is surely a contribution of local dust from the nearby tundra. It is likely that most of the ancient dust has washed away with meltwater since reaching the ablation zone.
7. Speculations about Relations between Impurity Loading, Formation of Cryoconite Holes, Albedo, and Ablation Rates
Ablation rates at the stakes are shown in Figure 11. Curiously, there is little difference in ablation rate across the Pleistocene/Holocene boundary between stakes 14 and 15. The average ablation rate was ∼2 cm d−1, with variations due to patchiness of surface impurity loading and whether the cryoconite material was concentrated into holes. The variables likely to be important for formation of cryoconite holes are particle loading, particle size, ice crystal size and surface slope (Reference BøggildBøggild, 1998; Reference MacDonell and FitzsimonsMacDonell and Fitzsimons, 2008). Cryoconite holes apparently form only when the cryoconite loading exceeds a threshold value; this has also been seen on Wright Lower Glacier, McMurdo Dry Valleys, Antarctica (Reference MacDonell and FitzsimonsMacDonell and Fitzsimons, 2008). In KPCL the threshold value appears to be about 0.5 kg m−2; on Wright Lower Glacier it was a thickness of 2 mm, which corresponds to ∼5 kg m−2. In regions with impurity content near the threshold value, we find neighboring surfaces with and without holes (e.g. Fig. 3b). This was the situation at stakes 5 and 8, where a stake was planted in a hummock studded with cryoconite holes (stakes 5b and 8b) and another stake planted in adjacent ice with uniform surficial debris (stakes 5a and 8a).
Because local variations of ablation rate are expected to be largely caused by variations of albedo, in Figure 12 we plot the broadband albedo vs impurity loading. The measured points in Figure 12 follow the solid line, with one outlier. The albedo of drained ice of a clean hummock cannot be lower than that of the hummocks containing cryoconite holes, so we also plot a point at (0.0, 0.65). The dashed lines are our speculation of the behaviour for impurity loadings not measured. At low impurity loadings (0.0–0.4 kg m−2) the albedo should decrease. Then as impurity loading increases, the debris increasingly concentrates into cryoconite holes, hiding itself and raising the albedo. At very high impurity loadings the albedo must decrease again, asymptoting to the value 0.15 characteristic of damp soil (Table 1) or a debris-covered glacier (Reference Higuchi and NagoshiHiguchi and Nagoshi, 1977; Reference Adhikary, Nakawo, Seko and ShakyaAdhikary and others, 2000).
The outlier in Figure 12 is ice of the upper ablation zone, which has impurity loading within the range that normally forms cryoconite holes, but it has very low albedo because the debris in this ice does not aggregate to form holes. The ice emerging in the upper ablation zone is younger than ice emerging closer to the margin. Cryoconite material cannot move down deeper than solar radiation penetrates. Reference BøggildBøggild (1998) proposed that the absence of cryoconite holes in the dark upper ablation zone was due to the smaller crystal sizes in younger ice, maintaining a high scattering coefficient just below the debris layer and preventing deep penetration of sunlight. However, we have no direct evidence to support or dispute this speculation. The dark upper ablation zone would be worthy of further study, because it seems to be widespread around the margin of the Greenland ice sheet, so it could become important as climatic warming exposes more of it.
8. Conclusions
Dust deposition on snow over the entire Greenland ice sheet results in small concentrations in the surface snow. The dust is then carried down and outward by ice flow, and much of it is left behind at the surface as the ice melts in the ablation zone. In northeast Greenland the ablation zone is narrow, making it convenient for study.
Measurements of albedo, impurity content and ablation rates lead us to conclude that the process of cryoconite-hole formation is crucially important to the ablation rates. The albedo of the ice is reduced by the presence of soil dust on the surface, but when the dust aggregates and descends into cryoconite holes it hides itself from sunlight, raising the albedo dramatically. The albedo for ice uniformly covered with debris was 0.2–0.4, whereas for ice with cryoconite holes it was 0.6, even though the ice with cryoconite holes contained more debris per unit area. The consequence of this albedo contrast was apparent in the difference of ablation rates at nearby stakes that were planted in ice of similar debris content that was either uniformly distributed or concentrated in holes.
Most of the cryoconite holes are narrow and vertical, about 15–30 cm deep. Albedos estimated from nadir-viewing satellites such as Landsat will therefore be biased low in regions of cryoconite holes. Large cryoconite ‘basins’ also occur, with albedo ∼0.1.
The mineralogical composition of the cryoconite material is comparable with that of the surrounding soils and with dust on a snowdrift in front of the ice margin, implying that much of the material is derived from local sources. However, the fine mode (clay) is prevalent in the oldest ice but not in the nearby soil, suggesting that the clay resulted from dust deposition during Pleistocene glaciation.
There appears to be a minimum impurity loading of about 0.5 kg m−2 necessary to form cryoconite holes. Within the Holocene ice, the cryoconite loading increases with distance from the margin for unknown reasons, perhaps because the younger ice has not yet been exposed to much washing by meltwater streams. However, the upper ablation zone is peculiar: the dust concentration is in the range expected to form cryoconite holes, yet it remains uniformly distributed, so the ice is much darker. This anomalous surface is actually widespread in area and therefore important for the climate, but we do not have an explanation for it. The dust size distributions here do not differ from those in lower regions. In future investigations it will be good to measure ice crystal sizes in the regions with and without holes, and to observe the upper ablation zone for an entire summer season.
Acknowledgements
We thank J. Haffey of Ken Borek Air for his persistence in finding a suitable landing strip at our field site and his expertise in landing the Twin Otter there. Two anonymous reviewers provided helpful comments. This research was supported by the Danish Polar Center, the University Centre in Svalbard (UNIS), the Geological Survey of Denmark and Greenland (GEUS), the Clean Air Task Force, the Oak Foundation, and US National Science Foundation grant ARC-0612636.
Appendix Spectral Albedo of a Cryoconite Basin
Following Reference Mullen and WarrenMullen and Warren (1988), who made a similar exposition for lake ice, the upward flux (F u) from a shallow basin with a reflective floor consists of several components
listed as follows.
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1. External specular reflection (i = 1):
(A2)where F d is the solar radiation incident from above (diffuse under overcast cloud during the measurement) and R 1 is the external specular reflection coefficient (air to water).
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2. Transmission through the water, reflection by the floor, transmission back up through the water and refraction into the air (i=2):
(A3)where t d is the downward transmission through water, R b is the reflectance of the bottom (cryoconite floor), t u is the upward transmission through water and R 2 is the internal reflection coefficient (water to air). We take R b to be the spectral albedo of damp cryoconite material (‘surface cryoconite’ in Figs 5 and 6). The transmittances can be expressed as t d ≈ exp(−k w d sec θ d) and t u ≈ exp (−k w d sec θ u), where d is the water depth, k w is the spectral absorption coefficient of water (Reference Hale and QueryHale and Query, 1973), θ d is the effective zenith angle of downward diffuse radiation in the water (concentrated toward the normal because of refraction) and θ u is the effective zenith angle of radiation reflected from the floor. Since R b is small, t d and t u need not be highly accurate, so we approximate sec θ d ≈ sec θ u ≈ 2.
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3. Transmission through the water, reflection by the floor, transmission back up through the water, internal reflection from the water/air interface back down into the water, reflection by the floor, transmission through the water, and refraction into the air (i = 3):
(A4) -
4. The remaining terms (i = 4,5,…) contributing to F u are identical to F 3 but multiplied by higher powers of R 2 t d R b t u, corresponding to multiple reflections of radiation across the water layer. The basin albedo α b = F u /F d is thus an infinite series, which can be summed as
(A5)
As shown in the inset of Figure 7, the downward-looking hemispheric field of view includes not only the cryoconite basin but also some brighter hummock ice around the periphery. The observed albedo α ob is a weighted average of the basin albedo α b and the hummock albedo α h:
where f is the fraction of the field of view occupied by hummocks, estimated below as ∼6.5%. The internal reflectance R 2 was calculated from the Fresnel equations to be 0.22, nearly independent of wavelength across the solar spectrum. The external Fresnel reflectance R 1 would be 0.07 if the incident light were diffuse from the entire hemisphere. However, part of the sky hemisphere was blocked by hummocks. We therefore did not calculate R 1 but instead chose its value to best fit the measured albedo at 1.2–1.8 μm, where Fresnel reflection is the only contributor to the basin albedo, obtaining R 1 = 0.033. The hummock fraction was then adjusted to obtain the best fit between modeled and observed albedo at visible wavelengths (0.35–0.6 mm), where water is non-absorptive, obtaining f = 0.065. The water depth d was not measured, but the model albedo is not very sensitive to d. Calculations are shown for four values of d from 10 to 17.5 cm. Figure 7 shows that fα h contributes approximately 0.04–0.05 to the measured albedo at visible wavelengths.