Articles | Volume 25, issue 4
https://doi.org/10.5194/hess-25-1813-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-25-1813-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Bathymetry and latitude modify lake warming under ice
Cintia L. Ramón
CORRESPONDING AUTHOR
Department of Surface Waters – Research and Management, Eawag (Swiss
Federal Institute of Aquatic Science and Technology), Kastanienbaum, 6047,
Switzerland
Hugo N. Ulloa
Physics of Aquatic Systems Laboratory, EPFL (École Polytechnique
Fédérale de Lausanne), Lausanne, 1015, Switzerland
Tomy Doda
Department of Surface Waters – Research and Management, Eawag (Swiss
Federal Institute of Aquatic Science and Technology), Kastanienbaum, 6047,
Switzerland
Physics of Aquatic Systems Laboratory, EPFL (École Polytechnique
Fédérale de Lausanne), Lausanne, 1015, Switzerland
Kraig B. Winters
Scripps Institution of Oceanography, University of California, San
Diego, La Jolla, CA 92093-0209, USA
Damien Bouffard
Department of Surface Waters – Research and Management, Eawag (Swiss
Federal Institute of Aquatic Science and Technology), Kastanienbaum, 6047,
Switzerland
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Cited articles
Afanasyev, Y. D. and Zhang, Y.: Cyclonic circulation of Saturn's atmosphere
due to tilted convection, Nat. Geosci., 11, 164–167,
https://doi.org/10.1038/s41561-018-0070-3, 2018.
Bengtsson, L. and Svensson, T.: Thermal regime of ice covered Swedish lakes,
Nord. Hydrol., 27, 39–56, https://doi.org/10.2166/nh.1996.0018, 1996.
Bouffard, D. and Wüest, A.: Convection in Lakes, Annu. Rev. Fluid Mech.,
51, 189–215, https://doi.org/10.1146/annurev-fluid-010518-040506, 2019.
Bouffard, D., Zdorovennov, R. E., Zdorovennova, G. E., Pasche, N.,
Wüest, A., and Terzhevik, A. Y.: Ice-covered Lake Onega: effects of
radiation on convection and internal waves, Hydrobiologia, 780, 21–36, https://doi.org/10.1007/s10750-016-2915-3, 2016.
Bouffard, D., Zdorovennova, G., Bogdanov, S., Efremova, T., Lavanchy, S.,
Palshin, N., Terzhevik, A., Vinnå, L. R., Volkov, S., Wüest, A.,
Zdorovennov, R., and Ulloa, H. N.: Under-ice convection dynamics in a boreal
lake, Inl. Waters, 9, 142–161, https://doi.org/10.1080/20442041.2018.1533356, 2019.
Buffett, B. A.: Earth's core and the geodynamo, Science, 288,
2007–2012, https://doi.org/10.1126/science.288.5473.2007, 2000.
Cabré, A., Marinov, I., and Gnanadesikan, A.: Global atmospheric
teleconnections and multidecadal climate oscillations driven by Southern
Ocean convection, J. Climate, 30, 8107–8126,
https://doi.org/10.1175/JCLI-D-16-0741.1, 2017.
Cimatoribus, A. A., Lemmin, U., Bouffard, D., and Barry, D. A.: Nonlinear
Dynamics of the Nearshore Boundary Layer of a Large Lake (Lake Geneva), J.
Geophys. Res.-Oceans, 123, 1016–1031, https://doi.org/10.1002/2017JC013531, 2018.
Condie, S. A. and Rhines, P. B.: Topographic Hadley cells, J. Fluid Mech.,
280, 349–368, https://doi.org/10.1017/S002211209400296X, 1994.
Cortés, A. and MacIntyre, S.: Mixing processes in small arctic lakes
during spring, Limnol. Oceanogr., 65, 260–288, https://doi.org/10.1002/lno.11296, 2020.
Davarpanah Jazi, S., Wells, M. G., Peakall, J., Dorrell, R. M., Thomas, R.
E., Keevil, G. M., Darby, S. E., Sommeria, J., Viboud, S., and Valran, T.:
Influence of Coriolis Force Upon Bottom Boundary Layers in a Large-Scale
Gravity Current Experiment: Implications for Evolution of Sinuous Deep-Water
Channel Systems, J. Geophys. Res.-Oceans, 125, e2019JC015284, https://doi.org/10.1029/2019JC015284,
2020.
Dorostkar, A., Boegman, L., and Pollard, A.: Three-dimensional simulation of
high-frequency nonlinear internal wave dynamics in Cayuga Lake, J. Geophys.
Res.-Oceans, 122, 2183–2204, https://doi.org/10.1002/2016JC011862, 2017.
Farmer, D. M.: Penetrative convection in the absence of mean shear, Q. J. Roy. Meteor. Soc., 101, 869–891, https://doi.org/10.1002/qj.49710143011, 1975.
Farmer, T. M., Marschall, E. A., Dabrowski, K., and Ludsin, S. A.: Short
winters threaten temperate fish populations., Nat. Commun., 6, 7724,
https://doi.org/10.1038/ncomms8724, 2015.
Fer, I., Lemmin, U., and Thorpe, S. A.: Winter cascading of cold water in
Lake Geneva, J. Geophys. Res., 107, 3060, https://doi.org/10.1029/2001JC000828,
2002.
Forrest, A. L., Laval, B. E., Pieters, R., and Lim, D. S. S.: A cyclonic gyre
in an ice-covered lake, Limnol. Oceanogr., 58, 363–375,
https://doi.org/10.4319/lo.2013.58.1.0363, 2013.
Fultz, D., Long, R. R., Owens, G. V., Bohan, W., Kaylor, R., and Weil, J.: Studies of Thermal Convection in a Rotating Cylinder with Some Implications for Large-Scale Atmospheric Motions, in: Studies of Thermal Convection in a Rotating Cylinder with Some Implications for Large-Scale Atmospheric Motions, Meteorological Monographs, vol 4., American Meteorological Society, Boston, MA, https://doi.org/10.1007/978-1-940033-37-2_1, 1959.
Heimpel, M., Gastine, T., and Wicht, J.: Simulation of deep-seated zonal jets
and shallow vortices in gas giant atmospheres, Nat. Geosci., 9, 19–23,
https://doi.org/10.1038/ngeo2601, 2016.
Holland, P. R., Kay, A., and Botte, V.: Numerical modelling of the thermal
bar and its ecological consequences in a river-dominated lake, J. Mar.
Syst., 43, 61–81, https://doi.org/10.1016/S0924-7963(03)00089-7, 2003.
Huang, J. C. K.: The thermal bar, Geophys. Fluid Dyn., 3, 1–25,
https://doi.org/10.1080/03091927208236071, 1972.
Huang, W., Zhang, J., Leppäranta, M., Li, Z., Cheng, B., and Lin, Z.:
Thermal structure and water-ice heat transfer in a shallow ice-covered
thermokarst lake in central Qinghai-Tibet Plateau, J. Hydrol., 578, 124122,
https://doi.org/10.1016/J.JHYDROL.2019.124122, 2019.
Huttula, T., Pulkkanen, M., Arkhipov, B., Leppäranta, M., Solbakov, V.,
Shirasawa, K., and Salonen, K.: Modelling circulation in an ice-covered lake,
Est. J. Earth Sci., 59, 298, https://doi.org/10.3176/earth.2010.4.06, 2010.
Jackett, D. R. and Mcdougall, T. J.: Minimal Adjustment of Hydrographic
Profiles to Achieve Static Stability, J. Atmos. Ocean. Tech., 12,
381–389, https://doi.org/10.1175/1520-0426(1995)012<0381:maohpt>2.0.co;2, 1995.
Julien, K., Knobloch, E., Rubio, A. M., and Vasil, G. M.: Heat transport in
low-Rossby-number Rayleigh-Bénard convection, Phys. Rev. Lett., 109,
254503, https://doi.org/10.1103/PhysRevLett.109.254503, 2012.
Karlsson, J., Giesler, R., Persson, J., and Lundin, E.: High emission of
carbon dioxide and methane during ice thaw in high latitude lakes, Geophys.
Res. Lett., 40, 1123–1127, https://doi.org/10.1002/grl.50152, 2013.
King, E. M., Stellmach, S., Noir, J., Hansen, U., and Aurnou, J. M.: Boundary
layer control of rotating convection systems, Nature, 457, 301–304,
https://doi.org/10.1038/nature07647, 2009.
Kirillin, G., Leppäranta, M., Terzhevik, A., Granin, N., Bernhardt, J.,
Engelhardt, C., Efremova, T., Golosov, S., Palshin, N., Sherstyankin, P.,
Zdorovennova, G., and Zdorovennov, R.: Physics of seasonally ice-covered
lakes: a review, Aquat. Sci., 74, 659–682,
https://doi.org/10.1007/s00027-012-0279-y, 2012.
Kirillin, G. B., Forrest, A. L., Graves, K. E., Fischer, A., Engelhardt, C.,
and Laval, B. E.: Axisymmetric circulation driven by marginal heating in
ice-covered lakes, Geophys. Res. Lett., 42, 2893–2900,
https://doi.org/10.1002/2014GL062180, 2015.
Leppäranta, M., Reinart, A., Erm, A., Arst, H., Hussainov, M., and
Sipelgas, L.: Investigation of ice and water properties and under-ice light
fields in fresh and Brackish water bodies, Hydrol. Res., 34, 245–266,https://doi.org/10.2166/nh.2003.0006, 2003.
Likens, G. E. and Hasler, A. D.: Movements of radiosodium (Na 24) within an
ice-covered lake, Limnol. Oceanogr., 7, 48–56,
https://doi.org/10.4319/lo.1962.7.1.0048, 1962.
Likens, G. E. and Ragotzkie, R. A.: Rotary circulation of water in an
ice-covered lake, SIL Proceedings, 16, 126–133,
https://doi.org/10.1080/03680770.1965.11895674, 1966.
Malm, J., Grahn, L., Mironov, D., and Terzhevik, A.: Field investigation of
the thermal bar in Lake Ladoga, spring 1991, Nord. Hydrol., 24, 339–358,
https://doi.org/10.2166/nh.1993.12, 1993.
Malm, J., Terzhevik, A., Bengtsson, L., Boyarinov, P., Glinsky, A., Palshin,
N., and Petrov, M.: Temperature and salt content regimes in three shallow
ice-covered lakes: 1. Temperature, salt content, and density structure,
Nord. Hydrol., 28, 99–128, https://doi.org/10.2166/nh.1997.0007, 1997.
Malm, J., Bengtsson, L., Terzhevik, A., Boyarinov, P., Glinsky, A., Palshin,
N., and Petrov, M.: Field study on currents in a shallow, ice-covered lake,
Limnol. Oceanogr., 43, 1669–1679, https://doi.org/10.4319/lo.1998.43.7.1669, 1998.
Marshall, J., Adcroft, A., Hill, C., Perelman, L., and Heisey, C.: A
finite-volume, incompressible Navier Stokes model for studies of the ocean
on parallel computers, J. Geophys. Res.-Oceans, 102, 5753–5766,
https://doi.org/10.1029/96JC02775, 1997a.
Marshall, J., Hill, C., Perelman, L. and Adcroft, A.: Hydrostatic,
quasi-hydrostatic, and nonhydrostatic ocean modeling, J. Geophys. Res.-Oceans, 102, 5733–5752, https://doi.org/10.1029/96JC02776, 1997b.
Messager, M. L., Lehner, B., Grill, G., Nedeva, I., and Schmitt, O.:
Estimating the volume and age of water stored in global lakes using a
geo-statistical approach, Nat. Commun., 7, 1–11,
https://doi.org/10.1038/ncomms13603, 2016.
Mironov, D., Terzhevik, A., Kirillin, G., Jonas, T., Malm, J., and Farmer,
D.: Radiatively driven convection in ice-covered lakes: Observations,
scaling, and a mixed layer model, J. Geophys. Res., 107, 3032,
https://doi.org/10.1029/2001JC000892, 2002.
MITgcm Massachusetts Institute of Technology General Circulation Model: available at: https://mitgcm.org/, last access: 5 December 2020.
Monismith, S. G., Imberger, J., and Morison, M. L.: Convective motions in the
sidearm of a small reservoir, Limnol. Oceanogr., 35, 1676–1702,
https://doi.org/10.4319/lo.1990.35.8.1676, 1990.
Nolan, M., Liston, G., Prokein, P., Brigham-Grette, J., Sharpton, V. L., and
Huntzinger, R.: Analysis of lake ice dynamics and morphology on Lake
El'gygytgyn, NE Siberia, using synthetic aperture radar (SAR) and Landsat,
J. Geophys. Res. Atmos., 108, ALT 3-1–ALT-3-12, https://doi.org/10.1029/2001jd000934, 2003.
Ramón, C. L., Ulloa, H. N., Doda, T., Winters, K., and Bouffard, D.: Bathymetry and latitude modify lake warming under ice, Data set, Zenodo, https://doi.org/10.5281/zenodo.4027393, 2020.
Read, P. L., Jacoby, T. N. L., Rogberg, P. H. T., Wordsworth, R. D.,
Yamazaki, Y. H., Miki-Yamazaki, K., Young, R. M. B., Sommeria, J., Didelle,
H., and Viboud, S.: An experimental study of multiple zonal jet formation in
rotating, thermally driven convective flows on a topographic beta-plane,
Phys. Fluids, 27, 085111, https://doi.org/10.1063/1.4928697, 2015.
Rizk, W., Kirillin, G., and Leppäranta, M.: Basin-scale circulation and
heat fluxes in ice-covered lakes, Limnol. Oceanogr., 59, 445–464,
https://doi.org/10.4319/lo.2014.59.2.0445, 2014.
Salonen, K., Pulkkanen, M., Salmi, P., and Griffiths, R. W.: Interannual
variability of circulation under spring ice in a boreal lake, Limnol.
Oceanogr., 59, 2121–2132, https://doi.org/10.4319/lo.2014.59.6.2121, 2014.
Schwefel, R., Gaudard, A., Wüest, A., and Bouffard, D.: Effects of
climate change on deepwater oxygen and winter mixing in a deep lake (Lake
Geneva): Comparing observational findings and modeling, Water Resour. Res.,
52, 8811–8826, https://doi.org/10.1002/2016WR019194, 2016.
Sharma, S., Blagrave, K., Magnuson, J. J., O'Reilly, C. M., Oliver, S., Batt, R. D., Magee, M. R., Straile, D., Weyhenmeyer, G. A., Winslow, L., and Woolway, R. I.: Widespread loss of lake ice around the Northern Hemisphere in a warming world, Nat. Clim. Chang., 9, 227–231, https://doi.org/10.1038/s41558-018-0393-5, 2019.
Smith, C. A., Speer, K. G., and Griffiths, R. W.: Multiple Zonal Jets in a
Differentially Heated Rotating Annulus, J. Phys. Oceanogr., 44,
2273–2291, https://doi.org/10.1175/JPO-D-13-0255.1, 2014.
Sommeria, J., Meyers, S. D., and Swinney, H. L.: Laboratory model of a
planetary eastward jet, Nature, 337, 58–61, https://doi.org/10.1038/337058a0,
1989.
Stefanovic, D. L. and Stefan, H. G.: Two-dimensional temperature and
dissolved oxygen dynamics in the littoral region of an ice-covered lake,
Cold Reg. Sci. Technol., 34, 159–178, https://doi.org/10.1016/S0165-232X(02)00003-4,
2002.
Ulloa, H. N., Winters, K. B., Wüest, A., and Bouffard, D.: Differential
Heating Drives Downslope Flows that Accelerate Mixed-Layer Warming in
Ice-Covered Waters, Geophys. Res. Lett., 46, 13872–13882,
https://doi.org/10.1029/2019GL085258, 2019.
Vallis, G. K.: Atmospheric and oceanic fluid dynamics: Fundamentals and
large-scale circulation, second edn., Cambridge University Press, Cambridge, UK, 2017.
Welch, H. E. and Bergmann, M. A.: Water circulation in small Arctic lakes in
winter., Can. J. Fish. Aquat. Sci., 42, 506–520, https://doi.org/10.1139/f85-068,
1985.
Wells, M. G. and Sherman, B.: Stratification produced by surface cooling in
lakes with significant shallow regions, Limnol. Oceanogr., 46,
1747–1759, https://doi.org/10.4319/lo.2001.46.7.1747, 2001.
Winters, K. B., Ulloa, H. N., Wüest, A., and Bouffard, D.: Energetics of
Radiatively Heated Ice-Covered Lakes, Geophys. Res. Lett., 46, 8913–8925,
https://doi.org/10.1029/2019GL084182, 2019.
Woolway, R. I. and Merchant, C. J.: Worldwide alteration of lake mixing
regimes in response to climate change, Nat. Geosci., 12, 271–276,
https://doi.org/10.1038/s41561-019-0322-x, 2019.
Yang, B., Wells, M. G., McMeans, B. C., Dugan, H. A., Rusak, J. A., Weyhenmeyer, G. A., et al.: A new thermal categorization of ice‐covered lakes, Geophys. Res. Lett., 48, e2020GL091374, https://doi.org/10.1029/2020GL091374, 2021.
Yang, B., Wells, M. G., Li, J., and Young, J.: Mixing, stratification, and
plankton under lake-ice during winter in a large lake: Implications for
spring dissolved oxygen levels, Limnol. Oceanogr., 65, 2713–2729,
https://doi.org/10.1002/lno.11543, 2020.
Short summary
When solar radiation penetrates the frozen surface of lakes, shallower zones underneath warm faster than deep interior waters. This numerical study shows that the transport of excess heat to the lake interior depends on the lake circulation, affected by Earth's rotation, and controls the lake warming rates and the spatial distribution of the heat flux across the ice–water interface. This work contributes to the understanding of the circulation and thermal structure patterns of ice-covered lakes.
When solar radiation penetrates the frozen surface of lakes, shallower zones underneath warm...