Introduction
Ice loss from tidewater glaciers worldwide has accelerated in recent decades (e.g. Mouginot and others, Reference Mouginot2019) due to a decrease in surface mass balance and an increase in ice discharge to the ocean (e.g. Enderlin and others, Reference Enderlin2014; Van Den Broeke and others, Reference Van Den Broeke2016). A primary driver of increased mass loss into the ocean has been oceanic warming, through its influence on glacier frontal ablation, which is the combination of iceberg calving and submarine melting (Motyka and others, Reference Motyka, Hunter, Echelmeyer and Connor2003; Holland and others, Reference Holland, Thomas, De Young, Ribergaard and Lyberth2008; Howat and others, Reference Howat, Joughin, Fahnestock, Smith and Scambos2008; Straneo and others, Reference Straneo2013; Wood and others, Reference Wood2018; Kochtitzky and others, Reference Kochtitzky2022). Frontal ablation changes the geometry of a glacier's terminus, and can influence glacier dynamics by reduced resistance to glacier flow (Podrasky and others, Reference Podrasky, Truffer, Lüthi and Fahnestock2014) through detachment from pinning points in the fjord (Benn and others, Reference Benn, Warren and Mottram2007) and retreat from a stable grounding line (Catania and others, Reference Catania2018). Changes in terminus geometry can also impact the upwelling of subglacial discharge plumes (Jenkins, Reference Jenkins2011; Slater and others, Reference Slater, Nienow, Goldberg, Cowton and Sole2017), thereby altering near-glacier ocean currents that affect submarine melt rates and creating a complex feedback lop between glacier change and ocean circulation. While the feedbacks between ocean properties and glacier change have been recognized as important, process-based understanding of this relationship is still underdeveloped, largely due to the lack of observational data close to tidewater glacier termini.
The timing and magnitude of changes in tidewater glacier geometry are controlled by two processes: iceberg calving and submarine melting. Iceberg calving events occur due to brittle failure of ice, causing rapid and jagged changes in shape (Benn and others, Reference Benn, Warren and Mottram2007; Fried and others, Reference Fried2019). On the contrary, submarine melting is thought to depend on the velocity and temperature of the ocean near the ice–ocean interface, resulting in more gradual changes to glacier terminus geometry (Holland and Jenkins, Reference Holland and Jenkins1999; Jenkins, Reference Jenkins1999; Fried and others, Reference Fried2019). Based on the assumption that submarine melt scales with water velocity adjacent to the ice, melt rates near the location of upwelling subglacial discharge plumes are thought to be higher than those away from discharge outlets (Cowton and others, Reference Cowton, Slater, Sole, Goldberg and Nienow2015; Slater and others, Reference Slater, Nienow, Cowton, Goldberg and Sole2015; Carroll and others, Reference Carroll2016). Recent work, however, has shown that submarine melt rates can be up to two orders of magnitude higher than those predicted by plume-melt theory (Sutherland and others, Reference Sutherland2019; Jackson and others, Reference Jackson2020, Reference Jackson2022), which describes the coupling of buoyant plume theory with a three-equation melt parameterization (Holland and Jenkins, Reference Holland and Jenkins1999; Jenkins, Reference Jenkins2011; Cowton and others, Reference Cowton, Slater, Sole, Goldberg and Nienow2015), particularly away from the direct influence of discharge plumes.
Although often considered separately, submarine melting can influence iceberg calving through changes to the geometry of the submarine terminus. Several studies have suggested that submarine melting alters the stress state in the near-terminus region, exerting a first-order control on the calving regime of tidewater glaciers (e.g. O'Leary and Christoffersen, Reference O'Leary and Christoffersen2013; Benn and others, Reference Benn2017; Cowton and others, Reference Cowton, Todd and Benn2019; Ma and Bassis, Reference Ma and Bassis2019; Slater and others, Reference Slater, Benn, Cowton, Bassis and Todd2021). When iceberg calving rates are larger than they would be in the absence of submarine melting, this is referred to as a ‘calving multiplier’ (O'Leary and Christoffersen, Reference O'Leary and Christoffersen2013; How and others, Reference How2019; Ma and Bassis, Reference Ma and Bassis2019). In glacier evolution models, iceberg calving events are typically parameterized based on ice thickness, grounding line depth, ice stresses and glacier velocities (Amaral and others, Reference Amaral, Bartholomaus and Enderlin2020). The dearth of temporally evolving 3-D terminus geometries has made validation of these models difficult (Ma and Bassis, Reference Ma and Bassis2019); therefore, prior investigations into ‘calving multipliers’ have relied on idealized submarine terminus morphologies, typically either undercut or assuming a vertical calving face. A growing body of evidence suggests the presence of various overcut morphologies, including underwater ice ramps (Hunter and Powell, Reference Hunter and Powell1998; Motyka and others, Reference Motyka, Begét and Bowen1998; Rignot and others, Reference Rignot, Fenty, Xu, Cai and Kemp2015; Wagner and others, Reference Wagner, James, Murray and Vella2016, Reference Wagner2019; Mercenier and others, Reference Mercenier, Lüthi and Vieli2019, Reference Mercenier, Lüthi and Vieli2020), terraces (Sugiyama and others, Reference Sugiyama, Minowa and Schaefer2019) or grounding line toes (Fried and others, Reference Fried2019), for which the influence on near-terminus stresses is largely uninvestigated. Understanding the 3-D geometry and evolution of the subsurface terminus is therefore essential for predicting feedbacks between ocean-driven melting and near-terminus glacier dynamics.
Directly observing time-varying terminus geometry is challenging due to hazardous field conditions near the front of tidewater glaciers. A handful of studies have used multibeam sonar in Alaska (Sutherland and others, Reference Sutherland2019) and Greenland (Fried and others, Reference Fried2015, Reference Fried2019; Rignot and others, Reference Rignot, Fenty, Xu, Cai and Kemp2015; Wagner and others, Reference Wagner2019) to map the terminus beneath the waterline in 3-D space. These surveys show heterogeneous morphology across the width of the terminus, with evidence of large undercut regions present at the location of subglacial discharge plumes and more vertical terminus slopes away from these discharge outlets (Fried and others, Reference Fried2015, Reference Fried2019; Rignot and others, Reference Rignot, Fenty, Xu, Cai and Kemp2015). Such variations in terminus morphology are unlikely to be driven by glacier flow, which is often dominated by sliding near the terminus and typically assumed to be nearly spatially uniform from the bed to the surface. This suggests that these varying morphologies result from different frontal ablation processes across the width and depth of a glacier's terminus: melting by deep, warm water drawn in by subglacial discharge at depth (Rignot and others, Reference Rignot, Fenty, Xu, Cai and Kemp2015; Fried and others, Reference Fried2019) can produce undercutting, calving in the upper water column (Fried and others, Reference Fried2019) would produce overcutting and ocean-driven ambient melting away from the discharge plume (Sutherland and others, Reference Sutherland2019; Wagner and others, Reference Wagner2019) may create differing local geometries. Each of these surveys, however, is limited to one point in time, preventing us from investigating the evolution of the submarine terminus and understanding the relationship between local environmental forcings, terminus geometry and glacier dynamics.
Here we use a novel dataset from LeConte Glacier (Xeitl Sít’ in Tlingit), Alaska, to investigate the temporal evolution of the subsurface terminus and relate it to the spatial patterns and drivers of frontal ablation. We combine high-resolution maps of the glacier's submarine terminus from repeat multibeam sonar imaging with concurrent observations of subaerial geometry derived from terrestrial radar interferometry and time-lapse imagery collected during three field campaigns between 2016 and 2018. Our results provide the first concurrent observations of time-varying 3-D terminus geometry and environmental forcings, allowing us to investigate the evolution of the submarine terminus across a wide parameter space of environmental conditions.
Physical setting
LeConte Glacier is a fast-flowing (15–25 m d−1) tidewater glacier that terminates in LeConte Bay (Xeitl Geeyi’ in Tlingit), ~30 km from Petersburg in southeast Alaska (Fig. 1a; O'Neel and others, Reference O'Neel, Echelmeyer and Motyka2001). With a terminus width of ~1 km and a maximum grounding line depth of 200 m (Sutherland and others, Reference Sutherland2019), the dimensions of LeConte Glacier make it a relatively accessible analog for smaller outlet glaciers around the periphery of the Greenland ice sheet. In addition, the springtime oceanic temperature and water column stratification at LeConte Glacier are similar to typical conditions observed in Greenlandic proglacial fjords (Jackson and others, Reference Jackson2022). Throughout the year, the glacial system is exposed to a range of ocean temperatures (4–7°C at depth; Hager and others, Reference Hager2022) and subglacial discharge (20–350 m3 s−1; Amundson and others, Reference Amundson2020), with outflowing plumes (Motyka and others, Reference Motyka, Hunter, Echelmeyer and Connor2003) and a recirculation gyre (Kienholz and others, Reference Kienholz2019) typically visible in the near-terminus surface waters. Several prior studies at LeConte Glacier using a combination of ocean observations both further from (~1.5 km away; Motyka and others, Reference Motyka, Hunter, Echelmeyer and Connor2003, Reference Motyka, Dryer, Amundson, Truffer and Fahnestock2013; Jackson and others, Reference Jackson2022) and near the glacier terminus (~350 m away; Jackson and others, Reference Jackson2020), as well as multibeam sonar (Sutherland and others, Reference Sutherland2019), found very high rates of ocean-driven melting at the glacier (up to 15 m d−1), accounting for up to 50% of the total ice flux to the terminus in the summer months. Additional near-terminus autonomous kayak surveys revealed the ubiquitous presence of ambient meltwater intrusions into the proglacial fjord, suggesting elevated rates of submarine melting even several hundred meters from the upwelling subglacial discharge plume (Jackson and others, Reference Jackson2020).
Methods
Submarine glacier morphology
We surveyed the glacier terminus and proglacial bathymetry using a Reson SeaBat 7111 multibeam echosounder and Applanix POS/MV 320 Wave Master in August 2016 and a Reson SeaBat T50-P multibeam system in May 2017 and September 2018 to investigate the 3-D geometry and evolution of the submarine terminus (Fig. 1b). We inserted a 15° wedge into the multibeam system to enable scanning of the grounding line and the submarine ice face at a distance of ~300 m from the terminus following the methods of Sutherland and others (Reference Sutherland2019). This side-scanning multibeam sonar produces a 3-D point cloud from the fjord floor to ~20 m below the fjord's surface. We determined the grounding line by using a break in the slope of the point cloud (Sutherland and others, Reference Sutherland2019; Eidam and others, Reference Eidam2020). Scans of the terminus collected within 1 h of each other were combined so that each scan then represented a single trip to the ice face and covered as much of the submarine terminus as possible. This resulted in six near-complete terminus scans between 9 and 15 August 2016, five scans between 10 and 12 May 2017 and 13 scans between 13 and 18 September 2018. To assess the error of these point clouds, we compared the data over two patches of bedrock (~15 000–17 000 m2) near the terminus, finding maximum errors of 5.3 m in August 2016, 2.6 m in May 2017 and 2.4 m in September 2018 (Sutherland and others, Reference Sutherland2019; Eidam and others, Reference Eidam2020).
Next, we defined a 2-D reference plane up-glacier from the terminus and perpendicular to ice flow onto which we projected and gridded the point clouds at resolutions of 5–20 m to account for uncertainty in our projection of a 3-D point cloud onto a 2-D plane (Fig. 1b; Sutherland and others, Reference Sutherland2019). For the gridded scans, we calculated the vertical and horizontal slopes of the terminus for each gridcell. These slopes were then smoothed with a box filter (3 × 3 gridcells) for each scan to remove high-frequency noise.
Subaerial glacier morphology
To quantify the rate of change of the glacier's subaerial terminus, we used a terrestrial radar interferometer (TRI) in August 2016 and May 2017 and time-lapse imagery in September 2018. The instruments were all deployed on a ridge to the south of the terminus throughout each field campaign (August 2016 and May 2017: 415 m above sea level, 56.8286° N, 132.3418° W; September 2018: 63 m above sea level, 56.8314° N, 132.3595° W; Fig. 1a).
Terrestrial radar interferometry
We used a Gamma Remote-Sensing TRI to measure both the glacier velocity and terminus position in August 2016 and May 2017. The TRI is a Ku band (λ = 1.74 cm) real aperture imaging radar with a maximum range of 16 km and an azimuth resolution of ~3 m in the near field (0.4 km) and ~21 m in the far field (3 km). The TRI conducted scans at ~3 min intervals over a radar swath of 120°. To enable terminus delineation, the radar backscatter images were projected into Cartesian space, georectified to UTM Zone 8N, and then gridded at 5 m (Sutherland and others, Reference Sutherland2019). The terminus position was then manually digitized on the georectified radar backscatter images with a time separation of 2 h. To reduce location uncertainty in the terminus position, this delineation process was repeated twice. All processing of TRI data was done with Gamma proprietary software and an associated Python module (https://bitbucket.org/luethim/gpritools).
Time-lapse imagery
In September 2018 we used time-lapse imagery from a camera (18 mm Canon Rebel housed within a Harbortronics Time-Lapse package) with a 30 s photo interval deployed on a ridge to the south of the glacier's terminus to observe the evolution of the terminus at the waterline. The waterline position was outlined in ArcGIS for photos taken every 30 min and projected into map coordinates (UTM Zone 8N) using a camera model (Kienholz and others, Reference Kienholz2019). The RMSE was calculated between the delineated waterline positions and closest drone-derived terminus position in time, finding uncertainty of 3 ± 2 m in the time-lapse image-derived waterlines.
Ice velocity
Glacier velocities were derived from a TRI in August 2016 and May 2017 and drone imagery in September 2018. The average ice velocity from each field campaign was extracted along the corresponding transect used for the multibeam point cloud projection and gridding (Fig. 1b; Fig. S1). To account for differences in ice velocity between the reference transect and the terminus due to strain of the ice, we additionally extract a transect of ice velocity as close to the terminus as possible and include this difference in our melt rate uncertainty estimates.
Terrestrial radar interferometry
The ice flow direction near the terminus was nearly perpendicular to the radar line-of-sight, precluding us from using interferometry to calculate near-terminus ice velocities. We instead gridded the georectified radar backscatter images at 10 m resolution and then applied normalized cross-correlation from the Python openPIV module (Bouguet, Reference Bouguet2000) with a correlation window size of 16 × 16 pixels (160 m × 160 m) and 50% overlap to calculate ice speed (as described in Sutherland and others, Reference Sutherland2019). The resulting velocity fields were then stacked and averaged for each field campaign.
Drone imagery
To obtain glacier velocities in September 2018, we flew 12 campaigns with a DJI Phantom IV Pro Quadcopter over the lower 130 m of the glacier. We created DEMs over the lower glacier for each campaign using Structure from Motion photogrammetric processing in Agisoft PhotoScan (as described in Jackson and others, Reference Jackson2022), with ground control points on both sides of the terminus. Glacier velocity fields were generated using feature tracking in openPIV (Bouguet, Reference Bouguet2000) of shaded relief DEMs separated by ~24 h.
Glacier change in time
To investigate the impact of environmental forcings on glacier geometry, we calculated frontal ablation (F A) of both the subaerial terminus, using the TRI and time-lapse imagery, and the submarine terminus using the multibeam sonar data (Eqn (1)). We differenced all multibeam point clouds within a field season that had a time separation of more than 0.5 d (equivalent to 5–10 m of ice advection) to obtain the rate of change in terminus position (dL/dt). We then subtracted the terminus position change (dL/dt) from the ice velocities (U ice) derived from the TRI in August 2016 and May 2017 and the drone imagery in September 2018 to give us a rate of frontal ablation (F A), where
Frontal ablation was then separated into its two components, iceberg calving (C) and submarine melting ($\dot{m}$). Our calculation of submarine melt rate follows the methodology from Sutherland and others (Reference Sutherland2019), with a slightly modified approach to account for iceberg calving events that extend beneath the waterline. When calculating melt rates from multibeam sonar at LeConte Glacier in August 2016 and May 2017, Sutherland and others (Reference Sutherland2019) excluded regions of the submarine terminus where subaerial iceberg calving events were recorded with the TRI between multibeam scans. This can potentially exclude submarine melt rates from portions of the submarine terminus where subaerial calving events did not extend beneath the waterline.
Instead, here we assume that the evolution of the subaerial terminus is largely dominated by iceberg calving events in order to determine a characteristic calving rate for each field campaign by differencing successive terminus positions. Then, to remove the signal of iceberg calving from frontal ablation of the submarine terminus, we exclude gridcells where the frontal ablation rate exceeds our characteristic calving rate (10 m d−1 in May 2017 and September 2018, 20 m d−1 in August 2016; Fig. S2) to calculate a melt rate for each multibeam pair comparison. This has the effect of giving conservatively low estimated melt rates and allows us to evaluate melt rates across a broader range of the terminus than in Sutherland and others (Reference Sutherland2019). Using the vertical and horizontal slopes of the ice face, we converted these to an ice-perpendicular melt rate. Finally, all the multibeam pair comparisons were averaged to obtain a mean melt rate for each gridcell across the terminus for each field campaign.
Environmental forcing
Fjord water properties
We used near-terminus hydrography during each field campaign to quantify ambient ocean conditions. In August 2016 and May 2017, we collected conductivity–temperature–depth (CTD) profiles from a small vessel ~1.5 km from the glacier terminus (Sutherland and others, Reference Sutherland2019; Jackson and others, Reference Jackson2022). In September 2018, our shipboard CTD observations were complemented by CTD casts collected from an autonomous kayak within 400 m of the glacier terminus (Jackson and others, Reference Jackson2020). To capture the ambient ocean conditions flowing towards the glacier terminus, we only look at the profiles of temperature and salinity below the approximate depth of the thermocline in the fjord (from 75 m to the grounding line depth; Fig. S3).
Subglacial discharge
Subglacial discharge was estimated using a distributed enhanced temperature index model (Hock, Reference Hock1999) coupled to an accumulation model and linear reservoir-based discharge routing model (Hock and Noetzli, Reference Hock and Noetzli1997) as described in Amundson and others (Reference Amundson2020). Inputs for this model include local meteorological conditions recorded with a Campbell Scientific Weather Station located near the TRI and time-lapse cameras. These data were successfully correlated with observations from the nearby (~30 km) Petersburg Airport, which allowed for the creation of a continuous time series of precipitation and temperature throughout our observation period (Sutherland and others, Reference Sutherland2019; Fig. S4).
To identify the location across the glacier where the subglacial discharge plume would likely originate, we calculated the hydraulic pressure potential (P; Eqn (2)) and head (H; Eqn (3)) (Shreve, Reference Shreve1972):
where ρ i and ρ w are the densities of ice (917 kg m−3) and fresh water (1000 kg m−3), Z I and Z B are the elevations of the ice surface and bed relative to mean sea level and g is the acceleration due to gravity. The ice surface elevation is from a WorldView-2 DEM from 21 September 2018. The bed topography was generated using a mass-conservation approach (Morlighem and others, Reference Morlighem2011) and validated with a seismic transect collected 7 km from the glacier's terminus (personal communication from Truffer and Motyka, 2018). Both the ice and bed data sources are gridded to the same resolution (30 m) and smoothed using a 5 × 5 cell low-pass filter to remove the influence of surface crevasses.
We then used the ArcGIS hydrology toolset to calculate the expected flow direction and upstream contribution of each gridcell to determine the likely flow paths of subglacial streams. This output was projected into the same coordinate system as the gridded multibeam sonar data for comparison. Finally, the location of potential subglacial discharge outlets was taken to be where the highest upstream contribution values intersected with the location of the grounding line for all three field campaigns.
Results
Glacier morphology and change in time
In each field campaign, we observe terminus morphology that is distinctly 3-D and varies spatially across the subsurface terminus (see Supplementary video). In August 2016, the submarine terminus is 150 m more advanced on the northern side (Fig. 2a, line A) than on the southern side (Fig. 2a, line B). The opposite is true in May 2017 and September 2018, where the submarine terminus protrudes 70 and 90 m further into the fjord on the southern side of the terminus. In addition to these large-scale variations in terminus shape, there are smaller variations in the shape of the submarine ice face across the glacier. Although the resolution of our multibeam point clouds increases from 2016 to 2018, Figure 2a indicates that across-glacier variations in shape appear on larger spatial scales in August 2016 than in either May 2017 or September 2018. For example, in September 2018, the shape of the terminus varies on spatial scales of 100–200 m (e.g. at x = 250–450 m across the terminus; Fig. 2a). In August 2016, we do not see these same small-scale undulations in the terminus shape. While our multibeam point clouds can only resolve features larger than ~10 m, there are certainly additional smaller scale features that occur at resolutions finer than our point clouds can resolve (i.e. scallops, dimples and flutes observed on icebergs; Motyka and others, Reference Motyka, Hunter, Echelmeyer and Connor2003; Bushuk and others, Reference Bushuk, Holland, Stanton, Stern and Gray2019).
The multibeam point clouds show that, in addition to across-glacier variations in terminus position, the terminus shape also varies with depth. In all three study periods, the shape of the terminus remains nearly vertical on the north side (line A) of the terminus (Fig. 2b). However, the terminus morphology in August 2016 is characterized by a large undercut region (100 m wide) on the south side (line B), whereas the terminus in May 2017 and September 2018 exhibits large swaths of overcut morphology (150 and 100 m wide, respectively) in the same region (Fig. 2c). These overcut regions correspond with the location of a large ice ramp that protrudes 75 m into the fjord in May 2017 and 125 m in September 2018 (Fig. 2c).
Although the general morphology of the terminus remains similar within each field campaign, the multibeam point clouds show that the submarine terminus evolves within our individual field campaigns. The multibeam point clouds show that the terminus evolves gradually over an individual study period, however, we occasionally observe instances of abrupt terminus position change, likely due to iceberg calving events that are either purely submarine or are subaerial calving events that extend beneath the waterline. An example of a subaerial calving event that includes portions of the submarine terminus can be seen on the north side of the terminus in September 2018 between the multibeam scans taken at 4.04 and 4.21 d since the start of the field campaign (Fig. 2b, bottom panel). Between these multibeam scans (taken ~4 h apart), the terminus retreats 30 m in the upper 75 m of the water column (light blue to dark blue line). In contrast, on the southern side of the terminus, we see the ice face slowly advance over the course of the field campaign in September 2018 (Fig. 2c, bottom panel). This pattern of advance and retreat varies across the terminus within each field campaign, with the northern side of the terminus ending in a more retreated position at the end of the field campaign and the southern side ending in a more advanced position (Fig. 2a). Despite these spatial variations, the general morphology of the terminus (whether undercut, overcut or vertical) typically remains the same throughout an individual field campaign, with just the position of the terminus varying in time (Figs 2, 3).
In all three periods of study, the multibeam scans of the glacier terminus show slopes in the vertical direction that are majority overcut (August 2016: 52 ± 13%, May 2017: 63 ± 5% and September 2018: 74 ± 7% of all gridcells on average; Fig. 3). In August 2016, the terminus became less overcut over the duration of the field campaign, with the percentage overcut changing from 70 to 49% over the 4.5 d study period (Fig. 3a). In contrast, the terminus in May 2017 and September 2018 became more overcut over the course of their individual study periods, increasing from 56 to 70% over 1.9 d (Fig. 3b) and from 67 to 73% over 5.1 d, respectively (Fig. 3c).
In addition to variations in glacier shape, the slope of the glacier terminus varies with depth and across-glacier. In all three field campaigns, the submarine terminus is close to vertical or is overcut above a depth of 70 m when averaged along the glacier front (Fig. 4a). The most significant differences in terminus morphology between each field campaign occur at depths >130 m. In August 2016, we observe undercut regions at depth, with the average slope beneath 130 m depth varying between −2° and 0° from vertical across the glacier's entire width (Fig. 4a). Below this same depth in May 2017 and September 2018, however, the submarine terminus exhibits overcut slopes varying between 6–11° and 10–30°, respectively (Fig. 4a). The slope of the submarine terminus also varies across the width of the glacier (Fig. 4b). In August 2016, the south side of the terminus is severely undercut, with an average slope of −20° and a maximum undercut slope of −40° (Fig. 4c). The north side of the terminus, however, is overcut with an average slope of 15°. In contrast, almost all of the terminus is overcut in May 2017 and September 2018, reaching an average slope on the south side of 20° in May 2017 and September 2018.
Patterns of glacier frontal ablation (F A) and submarine melt ($\dot{m}$) correspond with the spatiotemporal variations in glacier morphology described above. In August 2016, maximum values of frontal ablation (>20 m d−1) occur directly above the deep undercut swath on the south side of the terminus (at 250–350 m across glacier; Fig. 5a). In May 2017 and September 2018, however, frontal ablation peaks just to the north of the protruding ice ramp (at 300–400 m across glacier; Figs 5b, c). In addition to these regions of maximum frontal ablation on the south side of the terminus, the glacier experiences high localized frontal ablation in several other locations across the glacier terminus (i.e. in Fig. 5 at x > 500 m in August 2016, x < 200 m in May 2017 and x < 150 m and x > 550 m across glacier in September 2018).
After separating frontal ablation (F A) into iceberg calving (C) and submarine melting ($\dot{m}$), we find that the terminus in August 2016 experiences average rates of submarine melting that are ~4× those in May 2017 and September 2018 (August 2016: 4.84 ± 0.91 m d−1; May 2017: 1.13 ± 0.14 m d−1; September 2018: 1.85 ± 0.18 m d−1; Fig. 6). In addition, the submarine melt profile with depth shows a different spatial pattern in August 2016 than during the other two field campaigns. In all three field campaigns, the glacier experiences maximum submarine melt rates at the surface of the water column, but the terminus in August 2016 experiences a secondary maximum in submarine melt rates below a depth of 130 m.
Environmental forcings
We observe significantly different environmental conditions within each individual field season (Fig. 7). The ocean temperatures below 75 m depth in the proglacial fjord are similar in August 2016 and September 2018, with an average of 7.4 ± 0.2 and 7.6 ± 0.2°C, respectively (Fig. 7a). The ocean is considerably cooler in May 2017, with an average temperature of 3.9 ± 0.4°C. In contrast, the average ocean salinity is highest in May 2017 (31.1 ± 0.1 g kg−1) and lowest in August 2016 (26.8 ± 0.5 g kg−1; Fig. S3). A strong halocline is present at ~40 m depth in August 2016 and September 2018 but is observed at the surface in May 2017 (Fig. S3). When viewed in temperature-salinity space, these seasonal differences in temperature and salinity of the ocean show that the stratification in the fjord is most similar in August 2016 and September 2018 when compared to May 2017 (Fig. S3). These three field surveys encompass a large portion of the full yearly range of typical ocean temperatures observed within LeConte Bay as inferred from long-term mooring deployments (Hager and others, Reference Hager2022).
Subglacial discharge is highest in August 2016, with a flux of 208 ± 42 m3 s−1 (Fig. 7b). May 2017 and September 2018 exhibit much lower ranges of subglacial discharge, with fluxes of 51 ± 16 and 104 ± 33 m3 s−1, respectively. These patterns align with the observed patterns in precipitation and air temperature, with the warmest and wettest conditions occurring in August 2016, and cooler temperatures occurring in both May 2017 and September 2018 (Fig. S4)
The hydropotential analysis suggests that the main subglacial discharge channel travels down the trunk of the glacier, intersecting with the southern side of the glacier's terminus at 210–360 m across glacier (indicated by 1 in Fig. 7c). In addition to this likely pathway of subglacial water, there is a second potential subglacial discharge outlet (though it is substantially less likely, with just 5% of the main channel magnitude) that is present on the northern side of the terminus at ~650 m across its width (indicated by 2 in Fig. 7c). By comparing to near-terminus ocean measurements from September 2018, we see that the highest ocean velocities were flowing away from the terminus between 250 and 400 m across glacier (Jackson and others, Reference Jackson2020), which is just north of the ice ramp protruding into the fjord.
Discussion
By conducting repeat multibeam sonar surveys of the submarine terminus at LeConte Glacier, we show that the glacier terminus is persistently overcut across three seasons and that its morphology does not change drastically within a single study period (i.e. on the timescale of a week). We find that the glacier terminus sustains large overcut geometries, such as a submarine ice ramp, in the vicinity of a subglacial discharge outlet, and discuss below the possible formation mechanisms of this terminus shape. Finally, we compare our multibeam-derived melt rates to previous observations at LeConte Glacier and explore the implications for plume-melt theory when a glacier terminus is overcut.
Persistent overcutting across the glacier terminus
Despite the large seasonal variations in glacier morphology and submarine melt rates observed at LeConte Glacier, the majority of the submarine terminus remains overcut through time. This is particularly notable in August 2016, when 52% of the terminus is overcut even though subglacial discharge is high (208 m3 s−1) compared to the May and September surveys (Figs 3, 7). The three field campaigns presented here encompass a wide range of the environmental conditions observed interannually at LeConte Glacier, with average subglacial discharge ranging from 51 to 208 m3 s−1 (annual cycle of ~20–350 m3 s−1; Amundson and others, Reference Amundson2020) and ambient ocean temperatures between 3.9 and 7.6°C (annual cycle of ~3–8°C; Hager and others, Reference Hager2022). We observe a terminus morphology that is primarily overcut despite these large variations in subglacial discharge and fjord conditions.
These observations of persistent overcutting are contrary to previously published measurements of submarine glacier morphology (Rignot and others, Reference Rignot, Fenty, Xu, Cai and Kemp2015; Fried and others, Reference Fried2019). Prior observations of terminus morphology come from marine-terminating outlet glaciers around the Greenland ice sheet, which typically have glacier termini that are much wider (several kilometers) and grounded deeper (100–1000 m) than LeConte Glacier (e.g. Slater and others, Reference Slater2022). At these larger marine-terminating outlet glaciers, multibeam sonar-derived observations of terminus morphology revealed that the termini were largely undercut, especially in the vicinity of subglacial discharge outlets. While only 26–48% of LeConte Glacier's submarine terminus is undercut on average, undercutting was observed across 77% of the terminus at Kangerlussup Sermia (Fried and others, Reference Fried2019), 76% of the terminus at Kangilernata Sermia (Rignot and others, Reference Rignot, Fenty, Xu, Cai and Kemp2015), 73% of the terminus at Store Gletscher (Rignot and others, Reference Rignot, Fenty, Xu, Cai and Kemp2015) and almost the entirety of the submarine terminus at Rink Isbræ (Rignot and others, Reference Rignot, Fenty, Xu, Cai and Kemp2015).
Due to the prevalence of undercutting previously observed at marine-terminating glaciers, models of submarine melting and iceberg calving have primarily used idealized terminus geometries that are either purely undercut or vertical (e.g. Slater and others, Reference Slater, Nienow, Goldberg, Cowton and Sole2017; Holmes and others, Reference Holmes, van Dongen, Noormets, Pętlicki and Kirchner2023; Schulz and others, Reference Schulz, Nguyen and Pillar2022). Our results, however, show that despite high melt rates observed across the glacier terminus, LeConte Glacier is largely overcut. On the northern side of the terminus, we see slight overcutting, with an average terminus slope of ~12° in all three field campaigns. The southern side of the terminus is more dramatically overcut, reaching slopes of up to ~30° from vertical (Fig. 4c). While the multibeam scans do show that the shape of the submarine terminus varies through time, the average morphology of the terminus remains nearly constant within each field campaign (with the percentage overcut varying by 13% in August 2016, 5% in May 2017 and 7% in September 2018; Fig. 3) apart from iceberg calving events that involve the submarine terminus (Fig. 2). This suggests that, on the scale of features that we can observe (>10 m), the average morphology of the terminus varies much more between seasons than over shorter timescales.
Seasonal overcutting in the vicinity of a subglacial discharge outlet
Previous observations of submarine glacier termini from multibeam sonar have focused on the undercut regions adjacent to subglacial discharge outlets. However, Wagner and others (Reference Wagner2019) observed a terminus morphology that was primarily overcut away from the influence of the subglacial discharge plume. At Saqqarliup Glacier, Greenland, the submarine portion of the terminus protruded ~20 m into the proglacial fjord in regions of ambient melting. This is similar to what we observe away from the subglacial discharge plume on the northern side of the terminus at LeConte Glacier (Fig. 2b). The time-varying aspect of our observations, however, show that even in the vicinity of a subglacial discharge outlet, the glacier terminus can support substantial overcut morphology through time, despite high overall melt rates (Fig. 2c).
While the majority of LeConte Glacier's terminus is overcut, there are large variations in terminus morphology between field campaigns in the vicinity of the main predicted subglacial discharge outlet. We find that periods of high subglacial discharge lead to the creation of undercut subglacial discharge outlets, and periods of lower subglacial discharge show no significant undercutting, regardless of the ocean temperature at depth (Fig. 6). This is particularly evident on the southern side of the glacier terminus, where a 100 m undercut subglacial discharge outlet existed in August 2016 at the same location where an ice ramp protruded 125 m into the fjord during periods of low subglacial discharge in May 2017 and September 2018 (Figs 2c, 7). While the velocity field from near-glacier kayak surveying suggests that the plume rises just north of the protruding ice ramp in September 2018 (Jackson and others, Reference Jackson2020), we do not see evidence of an undercut subglacial discharge outlet at this location (Fig. 2b).
Although plume-melt theory would predict undercutting in the vicinity of an upwelling subglacial discharge plume due to high water velocities and ocean temperatures at the grounding line, ice ramps of similar sizes have previously been observed near subglacial discharge outlets. At Kangerlussup Sermia, multibeam sonar revealed the presence of undercut glacier morphology near the location of subglacial discharge outlets as predicted by hydropotential gradient (Fried and others, Reference Fried2015, Reference Fried2019). Adjacent to one of these undercut outlets, however, was a large protrusion in the terminus of a similar aspect ratio to the ice ramp observed at LeConte Glacier (grounding line depth/overcut length ≃ 1.6).
Evidence exists for ice ramps at several marine-terminating glaciers, but these underwater protrusions have largely been ignored in models of iceberg calving and submarine melting due to the overwhelming percentage of undercutting previously observed at Greenlandic tidewater glacier termini, as well as the inability for plume-melt theory to predict submarine melt rates over an overcut ice face (as described further below). We show, however, that even during periods of high submarine melting, the submarine terminus of a tidewater glacier can be mostly overcut, and in particular, large submarine ice ramps can persist through the summer melt season.
An example of extreme overcutting: submarine ice ramps
Our observations clearly show that marine-terminating glaciers can support protruding ice ramps for substantial periods of time (Fig. 2c). Prior work has shown that ice ramps develop in models under periods of low melt (Mercenier and others, Reference Mercenier, Lüthi and Vieli2019, Reference Mercenier, Lüthi and Vieli2020), and these ice ramps have previously been observed at several grounded lake-terminating glaciers in New Zealand (Dykes and others, Reference Dykes, Brook, Robertson and Fuller2011; Robertson and others, Reference Robertson, Benn, Brook, Fuller and Holt2012; Purdie and others, Reference Purdie, Bealing, Tidey, Gomez and Harrison2016) and Patagonia (Warren and others, Reference Warren, Benn, Winchester and Harrison2001; Sugiyama and others, Reference Sugiyama, Minowa and Schaefer2019), as well as at grounded marine-terminating glaciers in Alaska (Hunter and Powell, Reference Hunter and Powell1998) and Greenland (Chauché and others, Reference Chauché2014; Rignot and others, Reference Rignot, Fenty, Xu, Cai and Kemp2015). The occurrence of large submarine calving events previously at LeConte Glacier (Motyka, Reference Motyka1997; Motyka and others, Reference Motyka, Begét and Bowen1998) suggests that these ice ramps could extend 200–300 m into the proglacial fjord and be a regular occurrence at this tidewater glacier, despite the high melt rates.
While investigating the formation of these ice ramps is beyond the scope of this study, several lines of observational evidence suggest potential mechanisms for their formation and persistence. The depth-varying profile of submarine melting at LeConte Glacier presented here, and in Sutherland and others (Reference Sutherland2019), shows elevated submarine melt rates at the surface in May 2017 and September 2018 (Fig. 6). If you start with a vertical terminus, a difference in melt rate between the surface and grounding line of 1.5 m d−1 could form an ice ramp of the size observed (150 m) in 100 d purely from submarine melting. With the addition of subaerial calving events that extend beneath the waterline and sediment insulating the ice near the grounding line (e.g. Hunter and Powell, Reference Hunter and Powell1998), this ice ramp could form even quicker. Between May 2017 and September 2018, Eidam and others (Reference Eidam2020) observed the formation of a sediment mound ~40 m thick that advanced with the glacier at the location of the protruding ice ramp. It is possible that the ice ramp extended beneath the surface of this sediment mound, making it larger than appears in our multibeam point clouds of the ice face. This additional sediment could have insulated the lower portion of the ice ramp and counteracted buoyancy forces, allowing it to persist, and even grow, despite having just gone through a summer melt season.
In addition to insulation from sediment, melt rates are likely enhanced towards the surface of the water column by a more energetic velocity field in the upper ocean, as suggested by near-terminus ocean observations at LeConte Glacier. In addition to horizontal recirculations, or eddies, driven by the outflowing discharge plume (Slater and others, Reference Slater2018; Kienholz and others, Reference Kienholz2019), near-glacier moorings have revealed the presence of internal waves, excited by the upwelling subglacial discharge plume, that enhance velocities across the terminus (Cusack and others, Reference Cusackin press). Both the near-glacier moorings (Cusack and others, Reference Cusackin press) and surveying with kayaks (Fig. S7 in Jackson and others, Reference Jackson2020) show that the kinetic energy of the along-ice flow increases towards the surface, which should lead to elevated submarine melt rates towards the surface and contribute to the formation of an ice ramp over time. Near surface enhancement of subaqueous melt has also been suggested at lake-terminating glaciers, whereby atmospherically warmed surface waters cause enhanced melt rates at the top of the water column, resulting in the formation of ice terraces (Sugiyama and others, Reference Sugiyama, Minowa and Schaefer2019). However, ice terraces are typically characterized by abrupt changes in slope beneath the surface warmed layer, in direct contrast with the gradual overcut slope observed at the ice ramp at LeConte Glacier (Fig. 2c).
These ice ramps are not currently represented in models of near-terminus glacier dynamics and change (e.g. Brinkerhoff and others, Reference Brinkerhoff, Truffer and Aschwanden2017; Cowton and others, Reference Cowton, Todd and Benn2019; Ma and Bassis, Reference Ma and Bassis2019; Slater and others, Reference Slater, Benn, Cowton, Bassis and Todd2021). In addition, modeling of the ice–ocean interface typically only includes terminus morphologies that are either purely vertical or are undercut (e.g. Slater and others, Reference Slater, Nienow, Goldberg, Cowton and Sole2017, Reference Slater, Benn, Cowton, Bassis and Todd2021). Together, this suggests that we are missing an important process in understanding the evolution of glacier termini. Recent modeling investigations into near-terminus glacier dynamics have found that, depending on the profile of submarine melting and the resulting terminus morphology, iceberg calving fluxes can either be enhanced (resulting in a ‘calving multiplier’) or suppressed due to non-linear relationships between the morphology and ice flow (O'Leary and Christoffersen, Reference O'Leary and Christoffersen2013; Wagner and others, Reference Wagner, James, Murray and Vella2016; Ma and Bassis, Reference Ma and Bassis2019). Therefore, having realistic constraints on the shape of glacier termini beneath the waterline to input into these models is essential for understanding the glacier evolution through time.
Further evidence for elevated submarine melt rates
While our results are only the second instance of direct melt rate estimates from repeat multibeam sonar imaging, the elevated melt rates described in this study are in line with other recently published estimates from LeConte Glacier (Sutherland and others, Reference Sutherland2019; Jackson and others, Reference Jackson2020, Reference Jackson2022). Sutherland and others (Reference Sutherland2019) calculated submarine melt rates for all portions of the terminus where the glacier did not calve subaerially between scans in August 2016 and May 2017. Our thresholding method allowed us to estimate melt rates for portions of the terminus that experienced subaerial iceberg calving that did not extend beneath the waterline. Despite these different methodologies, the melt rates described here closely match those described in Sutherland and others (Reference Sutherland2019; Fig. 6). In September 2018, our estimated melt rates are 1–2 m d−1 lower than those determined by near-terminus hydrographic observations (Jackson and others, Reference Jackson2020). For all three field campaigns, the meltwater volume flux derived from the flux-gate method results in submarine melt rates of 5–18 m d−1 (Jackson and others, Reference Jackson2022). While the submarine melt rates derived from ocean observations are larger than those estimated from multibeam sonar, Jackson and others (Reference Jackson2022) note that the multibeam-derived melt rates are likely biased low due to incomplete coverage of the terminus, particularly in the vicinity of the upwelling of the subglacial discharge plume, where turbid, fast-flowing water makes acoustic mapping difficult. In addition, the flux-gate method is likely biased high if melt from icebergs contributes to the meltwater flux between the ocean transect and glacier terminus. Regardless, the vast discrepancy between the submarine melt rates derived from observations at LeConte Glacier and those derived by plume-melt theory suggests that modifications to standard parameterizations are needed (Jackson and others, Reference Jackson2022).
In addition to the magnitude of submarine melt, our observations support other recent results from LeConte Glacier showing that submarine melt is much more sensitive to the amount of subglacial discharge and resulting near-glacier ocean currents than it is to ocean temperature (Jackson and others, Reference Jackson2020, Reference Jackson2022). In August 2016 the glacier experienced average submarine melt rates that were 2.6 times higher than those in September 2018, despite similar ocean temperatures at the time of data collection (Figs 6, 7a). Instead, the glacier in September 2018 had comparable melt rates to May 2017, when the ocean temperature was two times lower (Figs 6, 7a), suggesting that ocean thermal forcing is not the main control on the rate of ice melt. Instead, the flux of subglacial discharge in August 2016 was two times higher than that in September 2018 and four times higher than that in May 2017 (Fig. 7b), supporting the recent findings that subglacial discharge plays a much larger role than ambient ocean temperature in controlling the submarine melt rates of glacier termini.
Our results suggest two potential reasons for the discrepancy between plume-melt theory and observed melt rates: secondary circulation in the fjord and the persistent overcutting of the submarine terminus. The influence of subglacial discharge may currently be underestimated by plume-melt theory because the upwelling of plumes not only influences the vertical velocity of the water column but can also induce secondary circulation in the fjord due to internal waves (Cusack and others, Reference Cusackin press) and horizontal circulation (Slater and others, Reference Slater2018; Kienholz and others, Reference Kienholz2019). By including horizontal water velocities in plume-melt theory at LeConte Glacier, Jackson and others (Reference Jackson2020) found that melt rates were two orders of magnitude greater than standard theory predicts and more closely matched observations. This could explain why even away from the upwelling discharge plume, we observe elevated submarine melt rates (described above; Sutherland and others, Reference Sutherland2019). Furthermore, the discrepancy between theory and observations could be affected by the overcutting of the glacier itself, as discussed below.
Implications of overcut terminus morphology on plume-melt theory
Our observations of seasonal variations in terminus morphology and submarine frontal ablation suggest that feedbacks between glacier shape and its rate of change might exist. The highest frontal ablation rates in August 2016 occur directly above the location of the subglacial discharge outlet on the southern side of the terminus (Fig. 5a), suggesting the plume upwells along the undercut ice face. During periods of low subglacial discharge, however, frontal ablation rates reach a maximum on either side of the protruding ice ramp (Figs 5b, c). Near-terminus ocean measurements (Jackson and others, Reference Jackson2020) support our observations that the upwelling discharge plume was shifted to the north of the ice ramp, suggesting that the shape of the submarine terminus can alter the path of the glacial plume as it upwells along the face of the glacier and cause spatial variations in the submarine melt rate.
The interaction between upwelling plumes, the ice–ocean boundary layer and overcut terminus morphology are currently unexplored. Previous work examining plume and boundary layer dynamics has been exclusively focused on the parameter space from no slope (i.e. beneath sea ice or an ice shelf; Jenkins, Reference Jenkins1991) to vertical slope (i.e. idealized tidewater glacier termini; Kerr and McConnochie, Reference Kerr and McConnochie2015). Within this parameter space of zero to vertical slope, studies have found that the slope can affect the entrainment in subglacial discharge plumes and associated melt rates (Jenkins, Reference Jenkins2011; Slater and others, Reference Slater, Nienow, Goldberg, Cowton and Sole2017). In addition, the slope of the ice–ocean boundary layer has been shown to influence the distance over which the transition from laminar to turbulent flow occurs (Malyarenko and others, Reference Malyarenko2020). However, it is currently unknown how overcut terminus morphologies interact with the ice–ocean boundary layer and upwelling plumes.
An overcut terminus might pose several challenges to the theoretical underpinnings of plume-melt theory. First, plume-melt theory couples buoyant plume theory with the three-equation melt parameterization, under the assumption that the plume stays attached to the wall (due to the Coanda effect) and thus plume velocities control boundary layer transports (Jenkins, Reference Jenkins1991, Reference Jenkins2011). If the terminus slope is moderately overcut, it is possible that the Coanda effect would continue to take place, drawing the upwelling plume towards the ice face (Kimura and others, Reference Kimura, Holland, Jenkins and Piggott2014). However, if the ice face is sufficiently overcut, buoyant plumes could detach from the glacier terminus as they upwell, uncoupling the plume from the boundary layer. Second, the three-equation melt parameterization assumes that shear instabilities – as opposed to convective instabilities – control fluxes of heat and salt across the inner boundary layer (Holland and Jenkins, Reference Holland and Jenkins1999; Malyarenko and others, Reference Malyarenko2020). While the validity of this assumption has been explored for vertical ice fronts (e.g. McConnochie and Kerr, Reference McConnochie and Kerr2017), it might be even more problematic at overcut ice. Thus, both the boundary layer dynamics and the representation of the outer velocity field could be significantly misrepresented if standard plume-melt theory is applied to overcut ice.
The detachment of plumes from the ice front would not only affect the melt rates but also the evolution of the plumes themselves. In this regime, the upwelling melt plume would act more like a classical buoyant plume rising with entrainment on all sides. Unbounded by a glacier face, the rising plume would have approximately twice the surface area and entrainment (e.g. Ezhova and others, Reference Ezhova, Cenedese and Brandt2018), increasing its volume flux and reaching its depth of neutral buoyancy more rapidly.
We speculate that overcutting, with plumes detaching from the ice face, might lead to more efficient export of meltwater from the boundary layer. This would weaken the insulating buffer of cold, fresh water that accumulates near the ice–ocean interface, potentially enhancing heat and salt transfer across the boundary layer and elevating rates of submarine melt. More detailed observations of the ice–ocean boundary layer and near-terminus ocean currents are needed to better understand how the overcutting of glacier termini might affect the boundary layer dynamics and evolution of the upwelling plumes.
Conclusions
Reconciling the drivers of ocean-induced glacier change has remained elusive due to the difficulty of observing terminus geometry beneath the waterline. This work provides the first observations of time-varying terminus morphology and uses concurrent measurements of environmental forcings to show that, despite high subglacial discharge and ocean temperatures, the majority of the terminus at LeConte Glacier is overcut. In addition, we show that the location of and flux from subglacial discharge outlets acts as a key control on submarine terminus change, with the southern side of the terminus sustaining a large ice ramp in periods of low discharge, despite its proximity to the discharge outlet. Our results show that submarine melt rates were relatively high in summer (August 2016) when subglacial discharge was at a maximum, and lowest in late spring (May 2017) when the discharge was low, in line with theoretical predictions that submarine melt rates highly depend on the magnitude of subglacial discharge emerging at the grounding line.
While our results support the dependence of submarine melt on subglacial discharge, the submarine melt rates we find confirm recent ocean and acoustic observations that suggest overall submarine melt rates are up to two orders of magnitude higher than standard plume-melt theory predicts at LeConte Glacier. The persistent overcutting of LeConte Glacier's submarine terminus provides challenges for current implementations of plume-melt theory to estimate submarine melt rates, as the understanding of buoyant plume and ice–ocean boundary layer dynamics in a regime of overcut ice slopes is largely unexplored.
The dynamic nature of the submarine terminus has implications for the path of near-terminus ocean currents, glacier stresses and potentially calving dynamics. Our findings challenge the assumption that the terminus is either purely vertical or undercut across its width. More long-term observations of submarine terminus morphology, grounding line bathymetry and near-terminus ocean conditions are necessary to obtain a process-based understanding of the mechanisms that control the evolution of the submarine terminus and the timescales of these changes. In the future, combining this with measurements of the subaerial terminus will allow further investigation of the feedbacks between submarine melting and glacier morphology, resulting in a better understanding of the influence that submarine glacier change plays in near-terminus glacier dynamics.
Supplementary material
The supplementary material for this article can be found at https://doi.org/10.1017/aog.2023.38.
Acknowledgements
Funding was provided by National Science Foundation grants OPP-1503910, 1504191, 1504288, 2023269 and 2023319. We thank the captain and the crew of the MV Stellar and Scott Hursey for their contribution to the field data collection. The authors thank Petersburg High School and the U.S. Forest Service for accommodating this project. We thank Alex Hager, Eric Skyllingstad, Meagan Wengrove, Jesse Cusack and Nadia Cohen for useful discussions on the relationship between glacier morphology and submarine melt. Valuable feedback from Adrian Jenkins, Shin Sugiyama, Till Wagner and one anonymous reviewer significantly improved the quality and clarity of this manuscript. The authors also acknowledge the Shatx'héen Kwáan Tlingits, whose ancestral lands lie in this region. All data presented in this manuscript are available from the author upon request.