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Modeling present and future ice covers in two Antarctic lakes

  • Sebastián Echeverría (a1), Mark B. Hausner (a2) (a3), Nicolás Bambach (a4), Sebastián Vicuña (a1) (a4) (a5) and Francisco Suárez (a1) (a6) (a7)...

Abstract

Antarctic lakes with perennial ice covers provide the opportunity to investigate in-lake processes without direct atmospheric interaction, and to study their ice-cover sensitivity to climate conditions. In this study, a numerical model – driven by radiative, atmospheric and turbulent heat fluxes from the water body beneath the ice cover – was implemented to investigate the impact of climate change on the ice covers from two Antarctic lakes: west lobe of Lake Bonney (WLB) and Crooked Lake. Model results agreed well with measured ice thicknesses of both lakes (WLB – RMSE= 0.11 m over 16 years of data; Crooked Lake – RMSE= 0.07 m over 1 year of data), and had acceptable results with measured ablation data at WLB (RMSE= 0.28 m over 6 years). The differences between measured and modeled ablation occurred because the model does not consider interannual variability of the ice optical properties and seasonal changes of the lake's thermal structure. Results indicate that projected summer air temperatures will increase the ice-cover annual melting in WLB by 2050, but that the ice cover will remain perennial through the end of this century. Contrarily, at Crooked Lake the ice cover becomes ephemeral most likely due to the increase in air temperatures.

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Copyright

This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.

Corresponding author

Author for correspondence: Francisco Suárez, E-mail: fsuarez@ing.puc.cl

References

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Adrian, R and others (2009) Lakes as sentinels of climate change. Limnology and Oceanography 54, 22832297.
Barnes-Keoghan, I (2016) Antarctic climate data collected by australian agencies. Australian Antarctic Data Centre – CAASM Metadata.
Bennett, ND and others (2013) Characterising performance of environmental models. In Environmental Modelling & Software, volume 40. Elsevier Ltd, pp. 1–20. doi: 10.1016/j.envsoft.2012.09.011.
Bitz, CM and Lipscomb, WH (1999) An energy-conserving thermodynamic model of sea ice. Journal of Geophysical Research 104(C7), 15669. doi: 10.1029/1999JC900100.
Burke, CM and Burton, HR (1988) Photosynthetic bacteria in meromictic lakes and stratified fjords of the Vestfold Hills, Antarctica. Hydrobiologia 165, 1323.
Castendyk, DN, Obryk, MK, Leidman, SZ, Gooseff, M and Hawes, I (2016) Lake Vanda: a sentinel for climate change in the McMurdo sound region of Antarctica. Global and Planetary Change 144, 213227. doi: 10.1016/j.gloplacha.2016.06.007.
Chinn, TJ (1993) Physical hydrology of the dry valley lakes. Antarctic Research Series 59, 151.
Dana, GL, Wharton, RA Jr and Dubayah, R (1998) Solar radiation in the McMur- do Dry Valleys, Antarctic. In Priscu, JC (ed), Ecosystem Dynamics in a Polar Desert: The McMurdo Dry Valleys, Antarctica. Antarctic Research Series, Vol. 72. Washington DC: American Geophysical Union, pp. 3965.
Doran, PT (2014) McMurdo dry valleys lakes blue box data (continuous stage (lake level), ablation, surface PAR, underwater PAR). Environmental Data Initiative.
Doran, PT, Dana, GL, Hastings, JT and Wharton, RA (1995) McMurdo Dry Valleys Long-Term Ecological Research (LTER): LTER automatic weather network (LAWN). Antarctic Journal of the U.S. 30(5), 276280.
Doran, PT and others (2002a) Valley floor climate observations from the McMurdo dry valleys, Antarctica, 1986–2000. Journal of Geophysical Research Atmospheres 107(24), 112. doi: 10.1029/2001JD002045.
Doran, PT and others (2002b) Antarctic climate cooling and terrestrial ecosystem response. Nature 415, 517520.
Doran, PT and others (2008) Hydrologic response to extreme warm and cold summers in the McMurdo Dry Valleys, East Antarctica. Antarctic Science 20(5), 499509. doi: 10.1017/S0954102008001272.
Dugan, HA, Obryk, MK and Doran, PT (2013) Lake ice ablation rates from permanently ice-covered Antarctic lakes. Journal of Glaciology 59(215), 491498. doi: 10.3189/2013JoG12J080.
Fountain, AG and others (1999) Physical controls on the Taylor Valley Ecosystem, Antarctica. Bioscience 49(12), 961971.
Fountain, AG, Dana, GL, Lewis, KJ, Vaughn, BL and McKnight, DM (1998) Glaciers of the McMurdo Dry Valleys, Southern Victoria Land, Antarctic. In Priscu, JC (ed), Ecosystem Dynamics in a Polar Desert: The McMurdo Dry Valleys, Antarctica. Antarctic Research Series, Vol. 72. Washington DC: American Geophysical Union, pp. 6576.
Fountain, AG and Doran, PT (2014) McMurdo dry valleys lake bonney meteorological station measurements. Enviromental Data Initiative.
Fountain, AG, Nylen, TH, Monaghan, A, Basagic, HJ and Bromwich, D (2010) Snow in the Mcmurdo Dry Valleys, Antarctica. International Journal of Climatology 30(5), 633642. doi: 10.1002/joc.1933.
Fritsen, CH and Priscu, JC (1999) Seasonal change in the optical properties of the permanent ice cover on Lake Bonney, Antarctica: consequences for lake productivity and phytoplankton dynamics. Limnology and Oceanography 44(2), 447454. doi: 10.4319/lo.1999.44.2.0447.
Gallagher, JB, Burton, HR and Calf, GE (1989) Meromixis in an Antarctic fjord: a precursor to meromictic lakes on an isostatically rising coastline. Hydrobiologia 172, 235254.
Gettelman, A and others (2010) Global simulations of ice nucleation and ice supersaturation with an improved cloud scheme in the community atmosphere model. Journal of Geophysical Research Atmospheres. doi: 10.1029/2009JD013797.
Gibson, JAE (1999) The meromictic lakes and stratified marine basins of the Vestfold Hills, East Antarctica. Antarctic Science 11(02), 175192. doi: 10.1017/S0954102099000243.
Gooseff, MN and others (2017) Decadal ecosystem response to an anomalous melt season in a polar desert in Antarctica. Nature Ecology & Evolution 1(September), 13341338. doi: 10.1038/s41559-017-0253-0.
Hausner, MB and 5 others (2014) Life in a fishbowl: prospects for the endangered Devils Hole pupfish (Cyprinodon diabolis) in a changing climate. Water Resources Research 50. doi: 10.1002/2014WR015511.
Heron, R and Woo, M-K (1994) Decay of a high Arctic lake-ice cover: observations and modelling. Journal of Glaciology 40(135), 283292. doi: 10.3198/1994JoG40-135-283-292.
Hibler III, WD (1979) A dynamic thermodynamic sea ice model. doi: 10.1175/1520-0485(1979)009<0815:ADTSIM>2.0.CO;2.
Hoare, R and 5 others (1964) Lake Bonney, Taylor Valley, Antarctica: a natural solar energy trap. Nature 202, 693694. doi: 10.1038/202886a0.
Hoffmann, F and Gardner, R (1983) Evaluation of uncertainties in environmental radiological assessment models. In Till, J and Meyer, H (eds), Radiological assessment: a textbook on environmental does assessment us nuclear regulatory commission. Washington DC.
Hohenegger, C, Alali, B, Steffen, KR, Perovich, DK and Golden, KM (2012) Transition in the fractal geometry of Arctic melt ponds. Cryosphere 6(5), 11571162. doi: 10.5194/tc-6-1157-2012.
Holland, MM, Bailey, DA, Briegleb, BP, Light, B and Hunke, E (2012) Improved sea ice shortwave radiation physics in CCSM4: the impact of melt ponds and aerosols on Arctic sea ice. Journal of Climate 25, 14131430.
Howard-Williams, C, Schwarz, Am, Hawes, I and Priscu, JC (1998) Optical properties of the McMurdo Dry Valley Lakes, Antarctica. In Ecosystem Processes in a Polar Desert: The McMurdo Dry Valleys, Antarctica, pp. 189–203.
Hunke, EC, Lipscomb, WH, Turner, AK, Jeffery, N and Elliot, S (2015) CICE : the Los Alamos sea ice model documentation and software user's manual.
Hurrel, J and others (2013) The community earth system model: a framework for collaborative research. Bulletin of the American Meteorological Society. doi: 10.1175/BAMS-D-12-00121.1.
Kay, JE and others (2015) The Community Earth System Model (CESM) large ensemble project: a community resource for studying climate change in the presence of internal climate variability. Bulletin of the American Meteorological Society 96, 13331349. doi: 10.1175/BAMS-D-13-00255.1.
Kereyu, D and Gofe, G (2016) Convergence rates of finite difference schemes for the diffusion equation with neumann boundary conditions. American Journal of Computational and Applied Mathematics 6(2), 92102. doi: 10.5923/j.ajcam.20160602.09.
LaBaugh, JW and 5 others (1997) Hydrological and chemical estimates of the water balance of a closed- basin in north central Minnesota. Water Resources Research 33, 27992812.
Laird, KR, Fritz, SC, Grimm, EC and Mueller, PG (1996) Century-scale paleoclimatic reconstruction from Moon Lake, a closed-basin lake in the northern great plains. Limnology and Oceanography 41(5), 890902.
Launiainen, J and Cheng, B (1998) Modelling of ice thermodynamics in natural water bodies. Cold Regions Science and Technology 27(3), 153178. doi: 10.1016/S0165-232X(98)00009-3.
Lawrence, DM and others (2011) Parameterization improvements and functional and structural advances in version 4 of the community land model. Journal of Advances in Modeling Earth Systems 362(1488), 22732289. doi: 10.1029/2011MS00045.
Laybourn-Parry, J and Pearce, DA (2007) The biodiversity and ecology of Antarctic lakes: models for evolution. Philosophical transactions of the Royal Society of London. Series B, Biological sciences 362(1488), 22732289. doi: 10.1098/rstb.2006.1945.
Lepparanta, M (2015) Freezing of Lakes and the Evolution of their Ice Cover. Helsinki, Finland: Springer.
Lumley, JL and Panofsky, HA (1964) The Structure of Atmospheric Turbulence. New York: Wiley.
Lyons, WB, Laybourn-Parry, J, Welch, KA and Priscu, JC (2006) Antarctic lake systems and climate change. In Bergstrom, DM, Covey, P and Huiskes, AHL (eds), Trends in Antarctic Terrestrial and Limnetic Ecosystems. Dordrecht, Netherlands: Springer, pp. 273295.
Maykut, GA and McPhee, MG (1995) Solar heating of the arctic mixed-layer. Journal of Geophysical Research 100, 2469124703. doi: 10.1029/95JC02554.
Maykut, GA and Untersteiner, N (1971) Some results from a time-dependent thermodynamic model of sea ice. Journal of Geophysical Research 76(6), 15501575. doi: 10.1029/JC076i006p01550.
McKay, CP (2004) Thin ice on the snowball earth. In Jenkins, G, McMenamin, M, McKay, C and Sohl, L (eds), The Extreme Proterozoic: Geology, Geochemistry, and Climate. Washington DC: American Geophysical Union, pp. 193198.
McKay, CP, Clow, GD, Andersen, DT and Wharton, RA Jr (1994) Light transmission and reflection in perennially ice-covered Lake Hoare, Antarctica. Journal of Geophysical Research: Oceans 99(C10), 2042720444. doi: 10.1029/94JC01414.
McKay, CP, Clow, GD, Wharton, RA and Squyres, SW (1985) Thickness of ice on perennially frozen lakes. Nature 313(6003), 561562. doi: 10.1038/313561a0.
Meinshausen, M and others (2009) Greenhouse emission targets for limiting global warming to 2°C. Nature 458, 11581163.
Monin, F and Obukhov, A (1954) Basic laws of turbulent mixing in the surface layer of the atmosphere. Contributions of the Geophysical Institute, Slovak Academy of Sciences 24(151), 163187.
Mori, N, Suzuki, T and Kakuno, S (2007) Noise of acoustic doppler velocimeter data in bubbly flows. Journal of Engineering Mechanics 133(1), 122125. doi: 10.1061/(ASCE)0733-9399(2007)133:1(122).
Obryk, MK, Doran, PT, Hicks, JA, McKay, CP and Priscu, JC (2016) Modeling the thickness of perennial ice covers on stratified lakes of the Taylor Valley, Antarctica. Journal of Glaciology 62(235), 825834. doi: 10.1017/jog.2016.69.
Obryk, MK, Doran, PT and Priscu, JC (2019) Prediction of ice-free conditions for a perennially ice-covered Antarctic lake. Journal of Geophysical Research: Earth Surface 124(2), 686694. doi: 10.1029/2018JF004756.
Palethorpe, B and others (2004) Real-time physical data acquisition through a remote sensing platform on a Polar Lake. Limnology and Oceanography-Methods 2, 191201. doi: 10.4319/lom.2004.2.191.
Paquette, M, Fortier, D, Mueller, DR, Sarrazzin, D and Vincent, WF (2015) Rapid disappearance of perennial ice on Canada's most Northern Lake. Geophysical Research Letters 42, 14331440.
Priscu, JC (1991) Variation in light attenuation by the permanent ice cap of lake bonney during spring and summer. Antarctic journal of the United States.
Priscu, JC (2014) McMurdo Dry Valleys ice thickness for Taylor Valley Lakes, Antarctica. In Enviromental Data Initiative.
Ragotzkie, A and Likens, GE (1964) The heat balance of two Antarctic lakes. Limnology and Oceanography 9, 412425.
Reid, T and Crout, N (2008) A thermodynamic model of freshwater Antarctic lake ice. Ecological Modelling 210(3), 231241. doi: 10.1016/j.ecolmodel.2007.07.029.
Schindler, DW (2009) Lakes as sentinels and integrators for the effects of climate change on watersheds, airsheds, and landscapes. Limnology and Oceanography 54, 23492358.
Scott, RF (1905) The Voyage of Discovery. London: McMillan and Co.
Semtner, AJ (1976) A model for the thermodynamic growth of sea ice in numerical investigations of climate. doi: 10.1175/1520-0485(1976)006<0379:AMFTTG>2.0.CO;2.
Smith, RD (1999) Marine ecosystem sensitivity to climate change. Bioscience 49, 393404.
Smith, RD and others (2010) The Parallel Ocean Program (POP) reference manual: ocean component of the Community Climate System Model (CCSM). Los Alamos Natl Lab LAUR-10-01853.
Spigel, RH and Priscu, JC (1998) Physical limnology of the Mcmurdo Dry Valleys Lakes. In Priscu, JC (ed), Ecosystem Dynamics in a Polar Desert: The McMurdo Dry Valleys, Antarctica. Washington DC: American Geophysical Union, pp. 153187.
Stefan, J (1891) Uber die Theorie der Eisbildung, insbesondere uber die Eisbildung im Polarmeere. Annalen der Physik 278(2), 269286. doi: 10.1002/andp.18912780206.
Vincent, WF, Laurion, I and Pienitz, R (1998) Arctic and Antarctic lakes as optical indicators of global change. Annals of Glaciology 27, 691696.
Vincent, AC, Mueller, DR and Vincent, WF (2008) Simulated heat storage in a perennially ice-covered high Arctic lake: sensitivity to climate change. Journal of Geophysical Research 113(C04036), 111.
Wharton, RA Jr and 5 others (1992) Changes in ice cover thickness and lake level of Lake Hoare, Antarctica: implications for local climatic change. Journal of Geophysical Research 97, 35033513.
Williamson, CE, Saros, JE, Vincent, WF and Smol, JP (2009) Lakes and reservoirs as sentinels, integrators, and regulators of climate change. Limnology and Oceanography 54, 22732282.

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Modeling present and future ice covers in two Antarctic lakes

  • Sebastián Echeverría (a1), Mark B. Hausner (a2) (a3), Nicolás Bambach (a4), Sebastián Vicuña (a1) (a4) (a5) and Francisco Suárez (a1) (a6) (a7)...

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