1. Introduction
The bubbly-ice layer in ice sheets may be considered as an unique natural laboratory where long-term experiments on ice rheology at relatively low stresses are conducted. The porosity and bubble-pressure profiles provide diagnostic results of these compression tests of the heterogeneous air ice medium. On the other hand, the density profiles in ice sheets may reflect changes in the initial porosity and the mean bubble pressure at the pore close-off depth (i.e. in the boundary conditions of a bubbly-ice densification model). Indeed, these characteristics control the amount of air trapped in ice (air content which has been found to be influenced by firn temperature, atmospheric pressure and, probably, wind conditions (Reference Raynaud, and Robin,Raynaud, 1983; Reference Martinerie,, Raynaud,, Etheridge,, Barnola and Mazaudier,Martineric and others, 1992, Reference Martinerie,, Lipenkov,, Raynaud,, Chappellaz,, Barkov, and Lorius.1994).
A number of experimental density profiles have been obtained from different drilling sites located in Antarctica and Greenland. Earlier attempts to simulate bubble-ice densification and to infer in-situ rheological properties of pure ice from ice porosity (density) measurements have been undertaken by Reference Bader,Bader (1965), Reference Salamatin,, Lipenkov,, Smirnov and Zhilova.Salamatin and others (1985) and by Reference Pimienta, and Duval,Pimienta and Duval (1989). The potential significance of density profiles for the reconstruction of palaeoclimatic conditions at close-off has been discussed by Reference Lipenkov,, Salamatin, and Grigor’yeva.Lipenkov and others (1989). Despite the important and encouraging results obtained by these studies, a better understanding of densification processes is needed to clear up existing uncertainties in data interpretation. In the companion theoretical paper (Reference Salamatin, and Duval,Salamatin and others, 1997), hereafter referred to as paper I, we have developed a generalized model of bubble-ice densification which takes account of the difference between the rheologies of pure and bubbly ices, the change in rheological behavior of ice with stress, the difference between absolute load pressure and pressure in the ice matrix and the contribution of the global deviatoric deformations of the ice-sheet body to the densification process.
In paper I, we also showed that a stationary model could be sufficient to study ice densification and to interpret the experimental data. However, both ice-porosity and bubble-pressure profiles are necessary to obtain a comprehensive solution to the inverse problem of inferring the theological parameters of ice. With this aim, a special experimental program has been applied to the Vostok ice core. The results include:
Two density (porosity) profiles measured by two independent methods: by hydrostatic weighing and through bubble measurements in thin sections (the latter method avoids the influence of cracks in the brittle zone of the ice core).
A bubble-pressure profile obtained by direct measurements of pressure within individual inclusions.
New air-content data in the upper part of the Vostok ice core.
Experimental data from seven other sites in Antarctica and Greenland are also used to validate the model and the inferred polynomial rheological law over a wide range of temperatures from −55° to −20° C. On the other hand, from our interpetation of the Vostok porosity profile (within the bubbly-ice stratum to a depth of 500 m), we deduce additional information on the mean values of the air content of Holocene ice and in the ice formed during the Last Glacial Maximum (LGM). The latter value is of special interest because the LGM corresponds to the brittle zone of the Vostok core, where direct air-content measurements are restricted because of ice-core fracturation.
2. Experimental Techniques and Data
Most of the Vostok ice cores used in this study were retrieved in 1980–93 by the drilling group from the St. Petersburg Mining Institute (Russia). Experimental data were also obtained on three additional cores recovered in Antarctica at Komsomolskaya Station and at the sites situated at distances of 60 and 105 km from Mirny. All measurements described in this section were performed on unrelaxed ice, that is to say, either on the fresh ice core soon after drilling or on ice samples stored at a temperature of −55° ± 1.5° C which is low enough to prevent (at least during the first 5 years after drilling) significant changes in the ice properties considered in this study (Reference Lipenkov,, Salamatin, and Grigor’yeva.Lipenkov and Salamatin, 1989).
Published experimental data from Byrd Station, Pionerskaya, Vostok 1 (in Antarctica), as well as from site 2 (in Greenland) are also used to validate the densification model. The climate and glaciological conditions at the drilling sites used in this study are given inTable 1.
Table 1. Ice-formation conditions for the eight drilling sites in Antarctica and Greenland
Density (porosity) measurements
From the surface to the pore close-off depth, densities of snow and firn were determined on the Vostok ice-core samples by volume and weight measurements (volumetric method). These data are shown in Fig. 1 by dots. For the ice below the close-off level, two experimental density (porosity) profiles were obtained independently with two different experimental techniques. The first profile (hereafter referred to as profile I) was measured by hydrostatic weighing. This experimental procedure is essentially the same as that described by Reference Butkovich,Butkovich (1953) and employed by Reference Langway,Langway (1958) for precise density measurements on the ice core recovered at Site 2. The experimental density profile I Corrected for the effect of cut bubbles (see Reference Martinerie,, Lipenkov and Raynaud,Martinerie and others, 1990) is shown in Fig. 1 by small crosses. The densities in Fig. 1 are converted to in-situ conditions in the ice sheet as suggested by Reference Bader,Bader (1964). The bounds between the main stages of densification in the Vostok region are marked in Fig. 1 (horizontal dotted lines) according to Reference Salamatin,, Lipenkov,, Smirnov and Zhilova.Salamatin and others (1985). The maximal density of ice was estimated experimentally as a mean value of densities measured on 50 ice samples collected from a depth interval 1300–2540 m, which corresponds to bubble-free ice. The resulting value is 0.91664 Mg m−3 at 0° C with a standard deviation of ± 7 × 10−5 Mg m−3. The correction for the effect of enclosed air-hydrate crystals would give a pure ice density of 0.91657 Mg m−3, which is very close to the 0.9165 Mg m−3 value established by Reference Butkovich,Butkovich (1955) for commercial air-free polycrystalline ice. Therefore, both overall absolute error and reproducibility of the measuring procedure used for the Vostok ice core are found to be within ± 10−4. The largest uncertainties on density results are linked to the presence of fractures in the brittle zone between 250 and 750 m in the Vostok ice core (seeFig. 1). The mean value of the fissure effect on the density data obtained with the hydrostatic method is estimated to be 1–2 × 10−4 Mg m−3 for the Vostok ice core. The most badly fractured samples may give an underestimate of up to 5 × 10−4 Mg m−3 which leads to a significant overestimation of the porosity. These samples (indicated in Fig. 1 by circles) have not been used in our study.
Fig. 1. Vostok ice-core density profiles obtained using different experimental techniques. From the surface to the close-off depth-density, measurements were performed using a volumetric method, and below the close-off depth, by hydrostatic weighing. An independent density profile below the close-off was obtained from air-bubble number-size distributions of the air bubbles which were measured on thin sections at different depth levels. The solid line represents a maximal density of glacier ice when all air bubbles are transformed into air-hydrate crystals. Horizontal dotted lines represent the bounds between the main stages of densification of ice sediments.
The porosity profile II (shown in Fig. 1 by small open circles) was established from the data on the bubble size vs number distribution obtained by measuring the bubbles on thin sections using a binocular microscope. The air-volume concentration (ice porosity) was then calculated on the basis of a log-normal distribution (Reference Barkov, and Lipenkov.Barkov and Lipenkov, 1984). The accuracy of this method is considered to be less than half that of the first method but the obvious advantage of this technique is that the results are free from the influence of fractures.
Bubble-pressure measurements
Direct measurements of gas pressure within individual air inclusions were performed using the experimental procedure suggested by Reference Scholander, and Nutt,Scholander and Nutt (1960) and further developed by Reference Gow, and Williamson,Gow and Williamson (1975). The measuring technique is based on a pressure chamber with an attached binocular microscope for observation of the bubble. The chamber containing the ice sample is filled with ethylene glycol; this results in an eutectic melting of ice at a temperature of about −8° C. When the bubbles open due to ice melting, the meniscus either collapses or expands, depending on the relation between pressure in the chamber and that in the bubble. Pressure in the chamber, measured by high-precision pressure gauges and regulated through an hydraulic pump, can be matched to the bubble pressure by adjusting the air meniscus to be flat at the moment of bubble opening; pressure in the bubble at this time is equal to the pressure recorded in the chamber. The pressure of about 100 air inclusions was measured for each depth level, allowing us to calculate the mean pressure as well as its dispersion at a given depth.
The experimental data for the Vostok ice core are presented in Fig. 2a as a difference between bubble pressure and pressure in the ice matrix (bubble-pressure lag) vs depth. These seem to be the first direct measurements performed on an unrelaxed ice core shortly after its recovery. Actually, Reference Langway,Langway (1958) evaluated bubble pressure in the ice core at Site 2 (Greenland) from air-content and density (porosity) measurements, while direct studies by Reference Gow, and Williamson,Gow and Williamson (1975) on different ice cores from Antarctica (Byrd and old Byrd Stations) and Greenland (Site 2 and Camp Century) were all conducted after at least 3 years of ice relaxation. The bubble-pressure lag is found to be significant for two depth intervals: first, from the close-off level to about 250 m (i.e. within the relaxation phase of the ice densification according to paper I), and secondly, below 600 m, where the highly pressurized bubbles may relax even during the time of the experiment being carried out at a relatively warm temperature. At the same time, the bubble pressure in a depth interval of 250–600 m (asymptotic phase of the densification in paper I) is very close to the pressure in the ice matrix, which supports the fact that this ice has undergone no significant relaxation after drilling. Moreover, a slight overestimation of the mean bubble pressure can be suggested if we take into account several points between 250 and 600 m with very low or even negative values of bubble-pressure lag.
Fig. 2. Bubble pressure in the Vostok ice core. (a) Bubble-pressure lag vs absolute load pressure (and depth in meters of ice equivalent). Vertical bars indicate a variability of the pressure measured in the individual inclusions at the same depth level. (b) Comparison of bubble-pressure variability and experimental error on pressure measurements along the Vostok ice core.
The total bubble-pressure variability observed in the experiment may originate from experimental error as well as from a natural variability of the bubble pressure caused by the relatively wide depth interval (10–15 m at Vostok Station) over which the pore-closure process takes place. The comparison between the observed variability and the estimated experimental error along the Vostok ice core is shown in Fig. 2b. The natural variability of bubble pressure decreases with depth and becomes negligible (does not exceed ±10%) below 300 m, i.e. at the asymptotic phase of the densification process. This is consistent with theoretical predictions and supports the reliability of both the experimental data and our estimates of their accuracy. Finally, we may conclude that the obtained bubble-pressure profile is valid down to a depth of 600 m within uncertainties indicated by the error bars.
Air content in the Vostok ice core
The published air-content profile in the Vostok ice core down to a depth of 2546 m (Reference Lipenkov,, Barkov,, Martinerie, and Raynaud,Lipenkov and others, 1993; Reference Martinerie,, Lipenkov,, Raynaud,, Chappellaz,, Barkov, and Lorius.Martinerie and others, 1994) includes only a few measurements in its upper part. These measurements were considered as imprecise due to ice-core fracture. The deeper part of the record (below the end of the brittle zone, from a depth of about 750–800 m) is of high resolution and is well documented. Additional measurements were performed on unfractured samples from mechanically drilled ice cores, using a new barometric method (Reference Lipenkov,, Candaudap,, Ravoire,, Dulae, and Raynaud.Lipenkov and others, 1995). Both old and new experimental profiles corrected for the cut-bubble effect are shown in Fig. 3 down to a depth of 280 m. The air content is expressed here as a volume (cm3 STP) of dry air in 1 g of ice (STP: Ts = 273 K, Ps = 0.1013 M Pa). In the lower part of the bubbly-ice stratum from 280 to 500 m there are several single measurements performed on fractured ice but they are not considered at this stage. Comparison of the two data sets in Fig. 3 does not reveal any systematic difference between them. The new data show significant variations of the air content within the Holocene-age ice in the Vostok ice core, although comparable with the typical fluctuations of about ±10% in the deeper part of the air-content record around a mean value of 0.09 cm g−3. Two levels of air content in the Holocene can be distinguished here. The lower one (hereafter we call it present-day air-content level: 0.0818 ± 0.0015 cm3 g−1) was determined from 19 ice samples that continuously covered the ice-core increment 122.19–122.75 m. Such continuous testing is used to avoid a possible stratigraphic effect on the mean value. The higher level (indicated in Fig. 3 as a Holocene level) with an air content of 0.0862 ± 0.025 cm3 g−1 was obtained in the same way on 22 samples cut from the ice-core depth range 182.39–183.00 m. When comparing the two air-content levels observed in the recent ice down to 280 m depth with a full profile of the 2546 m long ice core (see Reference Martinerie,, Lipenkov,, Raynaud,, Chappellaz,, Barkov, and Lorius.Martineric and others, 1994), one can conclude that the present-day level depicted in Fig. 3 corresponds to one of the lowest air-content values ever measured in Vostok ice. Thus, it seems likely that this event, occurring now just below pore close-off, may be considered as a typical example of the rapid variations frequently observed in the high-resolution air-content record from the Vostok ice core. These events are thought to be caused by relatively short-term variations in wind and weather conditions which affect the initial properties of surface snow, and thus the resultant porous volume in ice at the air-isolation level (Reference Martinerie,, Lipenkov,, Raynaud,, Chappellaz,, Barkov, and Lorius.Martinerie and others, 1994). However, this low air content in the vicinity of close-off may also be partly attributed to a possible underestimation of the cut-bubble effect, since at these depths (down to 170 m) bubbles have essentially elongated shapes and the process of their disintegration is not completed. The higher level of the air content designated in Fig. 3 as a Holocene level is probably the best estimate for the mean air content in Holocene ice from available experimental data.
Fig. 3. Air content vs depth for Holocene ice at Vostok Station. Present-day level of air content (0.0818 cm3 g−1) and Holocene level (0.0862 cm3 g−1) are determined as the mean values of air content in the two ice-core increments (122.19–122.75 m and 182.39–183.00 m, respectively) which were continuously tested in every 2.5–3.0 cm layer.
3. Model Presentation and Concretization
Theoretical paper I gives a general mathematical model for simulating the depth profiles of air-volume concentration or ice porosity (c) and bubble pressure (Pb) below the close-off depth (hc) in an ice sheet, provided that rheological proper-ties of ice and close-off conditions are determined. Numerical calculations are based on finite– difference and iterative methods. In this section, we introduce the main parameters of the model and present a brief description of its basic relations which must be known to understand the model validation as well as for further interpretation of the experimental data which is considered as the primary goal of this study.
The form of the constitutive relation
In the model, the rheological relationship between the effective stresses τ = (0.5 : τ)½ and strain rates ė = (0.5ė : ė)½ in pure polycrystalline ice (τ and ė) are the stress and strain- rate tensors) is written in the polynomial form as proposed by Reference Budd,Budd (1969) and Reference Shumskiy,Shumskiy (1969):
Here, α is the exponent (creep index) and M1 and M2 are the rheological coefficients, which are dependent on temperature T (in K),
where μ1 and μ2 are constant factors, Q1 and Q2 are the apparent activation energies, Rs is the gas constant: Rs = 8.314 J (mole · K)−1 and Ts is the standard temperature: Ts = 273.15 K.
Equation (3.1) and (3.2) contain five parameters α, μ1, μ2, Q1 and Q2 which identify ice rheology. This set is considered to be sufficient to provide a good approximation of any experimental flow law in limited ranges of stresses and temperatures.
Space- and time-scales of bubbly-ice densification
Let us further distinguish as P1 the load pressure in the ice and as Patm and b the present-day conditions: the mean Holocene atmospheric pressure at pore close-off and ice-accumulation rate, respectively. The maximal pressure drop between air in bubbles and ice is of the order of Plc – Patm (subscript “c” hereafter designates the values related to the close-off depth) and, in accordance with paper I, the characteristic depth (h0) and time (t0) scales of the bubbly-ice densification process are determined as
where g is the gravity acceleration and ρi is the density of pure ice (the mean value in the temperature range prevailing in the bubbly-ice stratum of the ice sheet). Actually, h0 is the close-off depth expressed in ice equivalent. For example, at Vostok Station for the present-day conditions (seeTable 1), h0 ≈ 76 m, t0 ≈ 3.2 k year.
Consequently, even for central Antarctica with extremely low snow accumulation, the high-rate densification phase, which (see paper I) does not exceed 3 h0 with respect to depth or 3 t0 with respect to age, covers only a 150 m depth interval (or 6.5 k year period in time) below pore close-off. Therefore, this phase of the densification process always ends within the Holocene-age ice thickness which has been formed at relatively stable climatic conditions. Deeper in ice sheets, the so-called asymptotic phase of densification takes place and the bubble-pressure profile no longer depends on the past climatic changes at bubble closure. Thus, the stationary mathematical description of the densification process with invariable mean-Holocene conditions at the close-off depth is sufficient for computational predictions.
Dimensionless parameters of the model
The normalized bubble pressure P b can be evaluated as a function of the model parameters in the following dimensionless form:
where
Some new denotations are used in Equation (3.4) and (3.5): according to paper I, K is the tuning parameter of the bubbly-ice rheological model (Reference Salamatin,, Lipenkov and Duval,Salamatin and Duval, 1997) assumed hereafter equal to 0.7; ϵ1 is the thinning rate in the vertical direction and ϵa, is the apparent strain rate in the upper part of the ice sheet induced by overall glacier flow; h′ is the depth measured in the equivalent of pure ice related to the real depth h by the equation
Hence, the reduced dimensionless depth h is the normalized load pressure
The air-volume concentration is straightforwardly expressed as a function of P b:
The dimensionless complex ϒ c, can be considered as a characteristic value of the bubbly-ice porosity and is proportional to the air content V in the ice
where Ps is the standard pressure: Ps = 0.1013 M Pa.
The relationship (3.4) is the solution of a non-linear integral– differential equation derived in paper I. Finite-difference and iterative methods are used to calculate Pb and с in Equation (3.4)– (3.7) vs depth h (or h ). “Linear” and “non-linear” viscosities M1 and M2 in Equation (3.1) and (3.2) (criteria K1, K2 in Equation (3.5)) are estimated at the mean close-off temperature Tc.
4. Model Application to the Vostok Ice-Core Data
The ice-densification model can be used to calculate directly porosity and bubble-pressure profiles for given parameters of the densification process listed in Equation (3.4) and (3.5). We also developed an inverse method in order to infer the air content V and the rheological parameters M1 and M2 of pure ice (i.e. ϒ c and K1 , K2 ) from porosity and (or) bubble-pressure experimental profiles. This section describes our approach and its application to the Vostok ice-core data.
The inverse problem
It has been shown in paper I that porosity and bubble-pressure profiles in the bubbly-ice thickness are selectively sensitive to the main parameters of the model: bubble pressure can be used to distinguish between K1 and K2 but does not reveal changes ϒ c, while the porosity profile, on the contrary, is equally influenced by K1 and K2 but is very sensitive to ϒ c. Hence, we need both data sets to determine fully all these values.
Let c(k) and Pb (j) be the porosity and mean pressure in the air bubbles measured at the depth levels hk , K = 1, 2,..., m and hj = 1,2,..., n, respectively. The two comparable normalized mean-square (standard) deviations can be introduced as
and
where
So, we formulate the inverse problem of inferring parameters K1 , K2 and ϒ c as the best-fit procedure of minimizing the target function
which is the weighted average of s c and s p with the weight 0 ≤ w ≤ 1 usually taken as w = 0.5.
The gradient method of steepest descent is applied to perform the computations. A number of numerical tests have been carried out using Vostok ice-core data. The main results of the tests are presented below.
Preliminary tests
It should be noted that the process of bubbly-ice densification occurs at relatively low stresses: τ < (Plc − Patm ), which corresponds to the transition of the rheological law in Equation (3.1) of pure ice from asymptotic power creep to linear-viscous flow (see paper I). Within this range, the original relationship between ė and τ can be equally well approximated by Equation (3.1) at different α, provided that the parameters M1 and M2 are properly adjusted. This has been confirmed by preliminary tests: practically the same rheological curve within the transition zone is obtained for various values of the exponent in the interval 2 ≤ α ≤ 5. Finally, the exponent has been fixed in accordance with Reference Budd,Budd (1969) and Reference Shumskiy,Shumskiy (1969) at α = 3.5 to represent the high-stress branch of the ice-flow law.
Since ϵ 1 and ϵ a in central Antarctica at Vostok Station are expected to be small and do not significantly influence the model prediction of Pb and c (see paper I), a simple two-dimensional flow of the glacier along a flow tube of constant width is assumed below to estimate ϵ 1 and ϵ a in Equation (3.4) and (3.5). Hence,
where Δ is the thickness of the ice sheet in the equivalent of pure ice.
Initial data on the ice-formation conditions and densification process at Vostok Station are given inTable 1.
It is clear that only M1, M2 (i.e. K1, K2 ) and, if necessary, P bc( ϒ c or P bc) need to be found to constrain the model in Equation (3.4)– (3.7). To do this, the best fit to experimental data is determined within fixed depth limits: 1< h <3.5, that include a complete high-rate phase of the densification as well as the beginning of the asymptotic phase. At Vostok Station, this corresponds to a depth interval 105 < h < 300 m, which covers the entire Holocene period with respect to entrapped air age (Reference Barnola,, Pimienta,, Raynaud, and Korotkevich.Barnola and others, 1991). The recent change of the air-content level (5% increase) observed within Holocene ice at Vostok at a depth of about 150 m (see Fig. 3) does not imply any significant disturbances, neither in the bubble-pressure profile, because the latter is not sensitive to γC, nor in the porosity, which is determined mainly by the air content in ice below 170 m (when cc is fixed as the measured present-day value). This allows us to compute the bubbly-ice densification as a stationary process at a mean effective value of γc, which is expected to be close to the higher (Holocene) level of air content depicted in Fig. 3.
Rheological parameters and air content in Holocene ice at Vostok inferred from experimental porosity and bubble-pressure profiles
To infer the rheological parameters of pure ice and to estimate the mean bubble pressure at pore-isolation level in the Vostok region, we first try to identify the model on full initial datasets consisting of two porosity profiles (I and II) and the bubble-pressure profile obtained through direct presssure measurements.
Minimization of the s function (4.1 at w = 0.5 gives K1 ≈ 0.61, K2 ≈ 0.41 for both porosity profiles but results in different estimations of the characteristic porosity: ϒ c=0.01(P bc≈0.086 MPa) in case I and ϒ c=0.0096(Pb ≈ 0.084 M Pa) in case II. As described in section 2, the difference between profiles I and II is due to ice fracture: the ice porosity determined by hydrostatic weighing (profile I) is systematically higher than that calculated from direct measurements of the size and number of air bubbles in the ice (profile II). Thus, the first profile represents the upper estimation of porosity, while the second, being less precise, seems to slightly underestimate this quantity. This is the reason for the apparent difference between the deduced values of ϒ c and Pbc. Furthermore, we consider Pbc = 0.085 M Pa ( ϒ c=0.0098) as an improved upper bound of the bubble pressure prevailing at the close-off depth at Vostok Station during the Holocene period. The best fits for porosity and bubble-pressure profiles obtained through conditional minimizing of the standard deviation in Equation (4.1) as a function of K1 and K2 at fixed ϒ c=0.0098 (Pbc = 0.085 M Pa) are depicted by curves 1 in Fig. 4a and b, respectively.
It should also be emphasized that, as long as the experimental pressure profile remains unchanged, the inferrable rheological parameters appear to be very stable with respect to changes of ϒ c (i.e.Pbc ) or to substitutions of porosity profiles I and II. The variations do not exceed ±1% for K1 and ±5% for K2. when ϒ c is forced to skip from ϒ c=0.01(P bc≈0.086 MPa) to ϒ c=0.0094(P bc≈0.0082 MPa). The relative mean-square deviation is h ≈2.8×10-2 and 3.1 × 10−2 (that corresponds, respectively, to the standard deviation of porosity sc = 2.1 × 10−3 and 2.7 × 10−3 for profiles I and II and to the deviation of pressure sp = 3.8 × 10−2 M Pa).
The air content in the young Vostok ice from the close-off depth to about 150 m is found to be rather low (see Fig. 3). This may be a possible explanation for the fact that all the points of the experimental porosity profile I in this depth interval lie below the simulated curve (Fig. 4a). Another candidate to account for the above-mentioned discrepancy in Fig. 4a is the process of bubble disintegration, which is observed at Vostok down to a depth of 170 m and is not taken into account by the model.
Fig. 4. Best-fit ice porosity (a) and bubble-pressure (b) curves simulated through model fitting to the Vostok ice-core data. Experimental data are shown with symbols as indicated in the figures. Curves 1 in both figures correspond to a best fit between the model and the full original data set consisting of the experimental bubble-pressure profile and both of the porosity profiles: I and II. Curves 2 are related to the porosity profile I and to the bubble pressure calculated from porosity profile I. The dotted line 3 in (b) represents the bubble-pressure profile giving the middle values of the pressure as compared to curves 1 and 2. The dashed line in (b) is the absolute-load pressure.
The next step is to estimate the possible influence of the errors in the bubble-pressure measurements on the ice-rheology predictions. As the depth increases, the mean pressure in air bubbles becomes very close to the absolute load pressure (dashed line in Fig. 4b) and, thus, is thought to be not less than the real mean bubble pressure. On the other hand, the lower bound of the bubble pressure is determined by the lower marks of the error bars, which indicate the variability of the gas pressure measured in individual bubbles at the same depth level. Note also that overestimation of the porosity c in Equation (3.7) would lead to an underestimation of the magnitudes of P b, and, what is most important, the larger ϒ c is, the larger the values of P b are. Therefore, in order to determine a lower estimate for ϒ c and, hence for Pbc we should relate, in accordance with Equation (3.7), the experimental porosity profile I (i.e. overestimated porosity) to the lower marks of the error bars in the bubble-pressure measurements. This yields γbc = 0.0094 and therefore Pbc ≈ 0.082 M Pa. We believe that this value represents the lower bound of the bubble pressure prevailing at the close-off depth in the Vostok region during the Holocene period. The bubble-pressure profile recalculated from porosity-data set I is shown by small crosses in Fig. 4b, while curves 2 in Fig. 4a and b represent the corresponding best fits ( s =2.1×10-2, sc = 1.7 × 10−3, sp = 2.9 × 10−2 M Pa) of the model in Equation (3.1)– (3.7) at w = 0.5 in Equation (4.1). The inferred values of the rheological parameters are K1 ≈ 2.9 and K2 ≈ 0.053 and globally, at this stage, we have
Thus, Ρbc ≈ 0.0835 M Pa ( ϒ c=0.0096) may be regarded as a reliable estimate which, according to Equation (3.8) and data from Table 1, gives a mean Holocene air content at Vostok of V ≈ 0.088 ± 0.0016 cm3 g−1. This value appears to be in good agreement with the Holocene level, i.e. V ≈ 0.0862 ± 0.0025 cm3 g−1 determined as the mean air content in the ice-core depth range 182.39–183.00 m (see Fig. 3).
As for the ice-flow law in Equation (3.1), the deduced limits of the main similarity criteria K1 and K2 are yet too uncertain and additional investigations are needed. Since we cannot give preference to any of the bubble-pressure profiles, either directly measured in the laboratory or derived from the air-volume concentration data, the middle curve 3 (dotted line) has been drawn in Fig. 4b between the best pressure fits previously found (curves 1 and 2). The model simulation of the porosity profile I at Pbc = 0.0835 M Pa results in practically the same depth distribution of the bubble pressure, as shown by curve 3 in Fig. 4b with K1 = 1.36 and K2, = 0.076. These values might be considered as most plausible. It is remarkable that they reveal obvious shifts from the mid points of the above-determined intervals. The observed asymmetry implies that the influence of K1 and K2 on the bubble-pressure profile is essentially non-linear with maximal sensitivity within the bands given by the least distances from the latter values of K1 and K2 to their bounds. This, in turn, suggests that the upper and lower estimates are somewhat exaggerated and have been overtuned by the best-fit procedure. Special computational tests fully confirm this conclusion. Actually, simulated porosity and bubble-pressure profiles cover the range between the two upper and lower limiting cases as K1 and K2 cover the following narrower ranges:
K1 = 1.4 ± 0.8, K2 = 0.092 ± 0.04.
UsingTable 1 and Equation (3.5), we can easily transform these estimates into dimensional in-situ rheological properties of Vostok ice:
M1 = (2.3 ± 1.3) × 103 M Pa year, M2 = (41 ± 18)M Pa° year.
In order to extend this result to other conditions and to compare with other available data, further validation of the model and, in particular, validation of the flow law is necessary, since we still need activation energies Q1 and Q2 to evaluate the factors μ1 and μ2 in Equation (3.2).
5. Validation of the Inferred Ice Rheology and Testing the Model on the Other Ice Cores
Now, to verify the theory and to extend the flow law in Equation (3.1) and (3.2) of polycrystalline ice from the extreme Vostok temperature −55° C to warmer situations, we use in the model in Equation (3.2)– (3.7) to simulate the air-volume-concentration profiles in bubbly ice at other Antarctic and Greenland sites.
According to earlier reviews by Reference Budd,Budd (1969) and Reference Shumskiy,Shumskiy (1969) as well as to findings by Reference Homer, and Glen.Homer and Glen (1978) and Reference Lliboutry,Lliboutry’s (1981) review, we assume Q1 ≈ Q2 ≈ 60 k J mole−1. In this framework, from the above estimates of the rheological parameters M1 and M2 for Vostok ice, we straightforwardly get μ1 and μ2 in Equation (3.2) at α = 3.5.
In order to validate the latter result, the predicted porosity variations vs depth for μ1 = 2.9 M Pa year and μ2 = 0.051 M Paα year are compared in Fig. 5a–g(solid lines) with the experimental profiles (small crosses) measured in Antarctica: at Komsomolskaya, Vostok I (Reference Salamatin,, Lipenkov,, Smirnov and Zhilova.Salamatin and others, 1985), Pionerskaya (Reference Smirnov,Smirnov, 1983), Byrd Station (Reference Gow,Gow, 1968a, Reference Gow,b) and along the Mirny- Vostok route, at 60 and 105 km from Mirny, and in Greenland at site 3 (Lang-way, 1958, 1967). All the data needed for the computations are presented inTable 1. Additional information on present-day geographic variations of the air content V in recent ice (Reference Martinerie,, Raynaud,, Etheridge,, Barnola and Mazaudier,Martinerie and others, 1992) has been employed to estimate the bubble pressure Pbc, at close-off depth. Actually, we used the error envelope established by Reference Martinerie,, Raynaud,, Etheridge,, Barnola and Mazaudier,Martinerie and others (1992) for the air content elevation linear relationship as a limiting band when adjusting Pbc(V) for stations Site 2, Vostok I and Komsomolskaya for which experimental data on V were not available.
All simulated curves in Fig. 5 are in good agreement with the experimental porosity profiles. This result is remarkable, when considering the fact that the temperature range from −55° C at Vostok to −20° C at 60 km corresponds to a change in the rheological parameters M1 and M2 by more than a factor of 50 (Equation (3.1) and (3.2)), Even a 10% variation of the activation energies Q1 and Q2 would change the coefficients μ1 and μ2 by more than a factor of 2. This could noticeably enlarge the discrepancy between theoretical predictions and experimental data. As an example, the two corresponding porosity profiles simulated for Site 2 conditions with the parameters μ1 and μ2 equal to those given by Equation (5.1) multiplied or divided by a factor of 2 are shown by the dashed curves in Fig. 5g. Thus, the developed densification model and the deduced in-situ rheology of pure ice are well confirmed and can be compared now with independent data, including laboratory tests conducted on various ice samples within the same stress ranges.
Fig. 5. Comparison of model and experimental ice-porosity profiles for seven sites in Antarctica (a– f) and Greenland (g). Solid lines are the porosity curves computed with Q1 = Q2 = 60 k J mole−1 for the site conditions as indicated inTable 1. The dashed lines in (g) are the porosity profiles simulated with activation energies changed by ±10% from the original values.
Fig. 6 illustrates the compatibility of the rheological properties of pure ice for low stresses and/or stresses independently derived from other experimental data from Vostok. All measurements and relations are reduced to a temperature of −10° C according to Equation (3.2) at Q1 = Q2 = 60 k J mole−1 and are expressed in terms of the effective stresses τ and effective strain rates ė introduced in section 3. The flow law in Equation (3.1), (3.2) and (5.1) is depicted by a thick solid line extended by the dashed line beyond the stress interval of model validation. The dotted lines are the bounds of its probable uncertainty within the stress range typical for bubbly-ice densification. The three thin lines in Fig. 6 represent the earlier findings of the authors on inferring ice rheology (in the framework of a power-creep law) through an inverse procedure by modelling different natural processes in glacial ice: ice-sheet flow in East Antarctica (Reference Salamatin,, Smirnov and Sheremet’yev.Salamatin and others, 1982), bubbly-ice densification at Vostok Station (Reference Salamatin,, Lipenkov,, Smirnov and Zhilova.Salamatin and others, 1985), the closure of the deep dry borehole at Vostok (Reference Salamatin,, Chistyakov,, Dmitriyev, and Pashkevich,Salamatin and others, 1981). Although the slopes of the power approximations (thin lines) in logarithmic scales differ from the slope of the flow law in Equation (3.1) deduced in this work (thick line), the average magnitudes of the strain rates with in the corresponding ranges of stresses are almost the same.
Special mechanical tests have recently been carried out at −10° C by Reference Duval, and Castelnau,Duval and Castelnau (1995) on isotropic ice- core samples at comparatively low stresses within the range not covered by other investigators. These data are shown in Fig. 6 as small solid squares. The principal result of the comparison is that the developed theory of bubbly-ice densification (paper I) and the deduced flow law of pure poly-crystalline ice are close to reality and can be used for various applications.
Fig. 6. Ice-flow law at −10° С. The thick curve is the flow law obtained in this study (the effective strain rate ė is expressed as a polynomial function of the effective stress τ). The dashed part of the thick curve represents extrapolation beyond the stress range of model validation; the envelope between the dotted lines characterizes the uncertainties of the deduced rheological law. The thin curves represent the power-creep law of ice within different stress ranges as revealed from analyses of natural process: ice-sheet flow in East Antarctica, ice densification (for the power-creep law), closure of the deep dry borehole at Vostok Station. The small squares are the data from mechanical tests on ice-core samples in a low-stress range.
6. Discussion of the Climatic Effect on the Porosity Profile
Another characteristic feature of the densification process will be employed to obtain information about climatically induced variations of the air content in Vostok ice in the past. Actually, it has been shown in paper I that below the level corresponding to the normalized depth h =3.0 bubbly-ice densification passes into the asymptotic phase. At this stage, the rate of compression is mainly determined by the current accumulation rate (i.e. by the present-day rate of ice loading and sinking) and, what is most important, the bubble pressure for h ≥3.0 does not depend on the air content, provided that the process of ice formation was stationary during the Holocene period. The latter fact means that the profile of the bubble pressure in the deeper part of the ice sheet can be simulated at contemporary climatic conditions as an extension of the model predictions accordingly to Equation (3.4)– (3.7). Then, if the experimental data on ice porosity for the depths h ≥3.0 are available, the air content V (or ϒ c) of the deep ice can be Simply evaluated from Equation (3.7) and (3.8) on the basis of the porosity profile.
For small values of с ≈ 2–3 × 10−3 h ≥3.0, we have (see paper I):
On the other hand, the bubble pressures reconstructed from porosity measurements at constant mean Holcene air content would deviate from the simulated ones if the real values of V were different.
With this in mind, the profile of the bubble pressure simulated for the Vostok ice core in accordance with the results of section 4 has been extended down to 500 m, i.e. until the beginning of the transition zone of air-hydrate formation (Reference Lipenkov,, Salamatin, and Grigor’yeva.Lipenkov, 1989; Reference Uchida,, Hondoh,, Mae,, Lipenkov and Duval.Uchida and others, 1994). It is compared in Fig. 7 with bubble pressure (small crosses) calculated from porosity profile I (the data from badly fractured ice samples are omitted here). The bubble pressure has been derived from Equation (3.7) under the assumption that ϒ c(V) is constant and equal to its mean Holocene value ϒ c=0.0096(V=0.088 cm3 g-1). As could be expected, the theoretical curve is well fitted to these data for h ≤3.0.Deeper, all crosses lie below both predicted values and direct measurements (crossed squares) of bubble pressure. This deviation is statistically significant and is thought to be an effect of climatic and/or ice-sheet elevation changes which influence the air content through close-off conditions: cc, Pbc, Tc. From Fig. 7, it is obvious that the air content in LGM ice is higher than the value of 0.088 cm3 g−1 for Holocene ice.
Fig. 7. Comparison of the computed bubble-pressure profile and experimental data down to the lower boundary of bubbly ice at Vostok Station. The solid curve is the theoretical profile computed for present-day close-off conditions and for the resultant rheological parameters and air content obtained for Holocene ice at Vostok. The symbols are the experimental data as indicated in the figure and explained in the text. The dashed line is the absolute load pressure.
Actually, we are interested in distinguishing the variations of the air content, which do not exceed ±10% with respect to the mean value V ≈ 0.09 cm3 g−1 (Reference Lipenkov,, Barkov,, Martinerie, and Raynaud,Lipenkov and others, 1993; Reference Martinerie,, Lipenkov,, Raynaud,, Chappellaz,, Barkov, and Lorius.Martinerie and others, 1994). The accuracy of the hydrostatic method which has been used for measuring profile I is estimated to be of the order of ± 1–2 × 10−4 within the brittle zone. Therefore, in order to guarantee an error level not worse than ±5–7%, we should initially stop Equation (6.1) at a depth of 450–500 m, where c ≈ 1.5–2.0 × 10−3. From this point of view, porosity profile I provides an opportunity to evaluate air-content variation in the ice down as far as at least 450 m. Profile II is not suitable for these reconstructions, since it is approximately twice as inaccurate. In accordance with the estimates of the gas age in the Vostok ice core (Reference Barnola,, Pimienta,, Raynaud, and Korotkevich.Barnola and others, 1991), climatically induced variations of the air content up to 22 k year BP, i.e. including Last Glacial Maximum, may be discovered. This is of special interest because LGM ice at Vostok Station is entirely enclosed in the brittle zone (seeFig. 1), where direct air-content measurements are extremely restricted due to the pure quality of the ice core. It should be added here that the observed fluctuations in the experimental porosity profile I cannot be explained only by probable fracturing of the ice core (even if the normal-level fissure effect on porosity is estimated to be as high as 1–2 × 10−4). The main reason for this is that the systematic error of the hydrostatic method caused by the inevitable existence of micro-fissures in the deep bubbly-ice cores has already been (at least partly) eliminated by fitting the theoretical pressure and porosity profiles to the experimental data within the upper 300 m of the ice core. Although the Vostok ice core becomes more brittle as the depth increases, its maximal fracturing still develops within the depth interval of 400–600 m, where the energy of the compressed air in the bubbles is high, while the distance between bubbles remains short. Furthermore, the variance of the main part of the porosity record down to a depth of 500 m remains within 3–5%.
Thus, the porosity data from the interval 300–500 m are straight-forwardly transformed, according to Equation (6.1), into an air content to match the predicted bubble-pressure profile. The inferred variations of the air content in the Vostok ice core with gas age (Reference Barnola,, Pimienta,, Raynaud, and Korotkevich.Barnola and others, 1991) are shown in Fig. 8 by crosses connected by thin lines. The dashed lines correspond to the inferred mean levels of air content during the Holocene (V = 0.088 ± 0.0016 cm3 g−1) and at the Last Glacial Maximum (V = 0.096 ± 0.004 cm3 g−1). The dotted lines outline the envelope of uncertainties in these values. Direct measurements of air content (fragment of composite profile from Reference Martinerie,, Lipenkov,, Raynaud,, Chappellaz,, Barkov, and Lorius.Martinerie and others (1994) and data obtained in this study) are also plotted in Fig. 8 for the objective of comparison.
Fig. 8. Comparison of the reconstructed air-content and experimental data available for the Vostok ice core down to a depth of 500 m. Dashed lines show the mean levels of air content in Holocene and LGM ices as deduced from interpretation of the porosity profile. Envelopes of uncertainties are shown by the dotted lines.
Additional information on LGM air-content level in the Vostok ice core is especially desirable, because the few experimental data available for LGM ice appear to be even less precise than in the upper (Holocene) part of the Vostok air-content profile (Reference Martinerie,, Lipenkov,, Raynaud,, Chappellaz,, Barkov, and Lorius.Martinerie and others, 1994). The deduced air content in LGM is consistent, within the limits of declared uncertainties, with the scarce experimental points obtained for these depths. The new V data inferred from analysis of the porosity profile in the Vostok ice core confirm the higher air content in glacial age ice than that in interglacial age ice. The amplitude of the V variation associated with the climatic transition from LGM to Holocene is found to be about 9%, which is very similar to the amplitude of the air-content change observed in the Vostok ice between 1900 and 2000 m and corresponding to the penultimate deglaciation (Reference Martinerie,, Lipenkov,, Raynaud,, Chappellaz,, Barkov, and Lorius.Martinerie and others, 1994). This change in air content may be interpreted in terms of thermal variations of the close-off porosity (Reference Raynaud, and Robin,Raynaud, 1983), climatically induced changes in atmospheric pressure (Reference Gates,Gates, 1976) and thickening of the ice sheet in the Vostok region during the last deglaciation (Reference Salamatin, and Ritz.Salamatin and Ritz, 1996).
Note that the above estimates of the air-content variations are based on the simulated bubble-pressure profile which lies systematically below the direct-pressure measurements in bubbles (seeFig. 7) within glacial age ice (i.e. deeper than 250 m where ice age exceeds 11–12 k year (Reference Lorius,Lorius and others, 1985)) and entrapped air is 5–6 k year younger (Reference Barnola,, Pimienta,, Raynaud, and Korotkevich.Barnola and others, 1991). Hence, this difference between predicted and measured pressures could be at least partly due to the “softer” rheological properties of ice during LGM (Reference Paterson,Paterson, 1991). If so, then the air-content change might be even larger.
7. Conclusion
A new model of bubbly-ice densification and new experimental data have been used jointly with the aim of both identifying the model and interpreting various points concerning this process. The ice-creep law at low stresses (in the polynomial form) has been deduced and verified for a wide range of temperatures. Climatically induced air-content variations in bubbly ice at Vostok (central Antarctica) have been estimated on the basis of inverse methods and compared with direct measurements. Compatibility and good agreement between model predictions and a vast series of different data demonstrate the validity of the conducted research. At the same time, this work provides a necessary basis for deeper investigations of the air-hydrate formation process in polar ice sheets.
Acknowledgements
The authors are grateful to J.M. Barnola, J. Meyssonnier, D. Raynaud from the Laboratoire de Glaciologie et Géophysique de l’Environment (L.G.G.E., Grenoble), to T. Hondoh from the Institute of Low temperature Science (Sapporo) and to K. Hutter from the Institut für Mechanik (Darmstadt) for useful discussions and comments. We also thank J.R. Petit, L. Augustin and M. Maitre (L.G.G.E) for assistance in designing and preparing the equipment for the ice-core study. Our special acknowledgements are addressed to P. Martinerie (L.G.G.E), who thoroughly read the draft and suggested many constructive improvements taken into account in the final version of the paper.
This research was supported in Russia by the Russian Federation State Committee for Science and Technologies and the Russian Basic Research Foundation, and in France by the Programme National d’Études de la Dynamique du Climat (C.N.R.S.), the Département Sciences Pour l’Ingénieur du C.N.R.S. and Le Congrès de Mécanique à Grenoble.
