Articles | Volume 20, issue 4
https://doi.org/10.5194/tc-20-2417-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/tc-20-2417-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Analysis of long-term dynamic changes of subglacial lakes in the Recovery Ice Stream, Antarctica
Tiantian Feng
Center for Spatial Information Science and Sustainable Development Application, Tongji University, Shanghai 200092, China
College of Surveying and Geo-Informatics, Tongji University, Shanghai 200092, China
Hui Dong
Center for Spatial Information Science and Sustainable Development Application, Tongji University, Shanghai 200092, China
College of Surveying and Geo-Informatics, Tongji University, Shanghai 200092, China
Yangyang Chen
College of Surveying and Geo-Informatics, Tongji University, Shanghai 200092, China
Shanghai Surveying and Mapping Institute, Shanghai 200092, China
Center for Spatial Information Science and Sustainable Development Application, Tongji University, Shanghai 200092, China
College of Surveying and Geo-Informatics, Tongji University, Shanghai 200092, China
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Cited articles
Abshire, J. B., Sun, X., Riris, H., Sirota, J. M., McGarry, J. F., Palm, S., Yi, D., and Liiva, P.: Geoscience Laser Altimeter System (GLAS) on the ICESat Mission: On‐orbit measurement performance, Geophys. Res. Lett., 32, https://doi.org/10.1029/2005gl024028, 2005. a
Anandakrishnan, S. and Alley, R. B.: Stagnation of ice stream C, West Antarctica by water piracy, Geophys. Res. Lett., 24, 265–268, https://doi.org/10.1029/96GL04016, 1997. a
Bell, R. E., Studinger, M., Shuman, C. A., Fahnestock, M. A., and Joughin, I.: Large subglacial lakes in East Antarctica at the onset of fast-flowing ice streams, Nature, 445, 904–907, https://doi.org/10.1038/nature05554, 2007. a
Bindschadler, R., Vornberger, P., Fleming, A., Fox, A., Mullins, J., Binnie, D., Paulsen, S. J., Granneman, B., and Gorodetzky, D.: The Landsat Image Mosaic of Antarctica, Remote Sens. Environ., 112, 4214–4226, https://doi.org/10.1016/j.rse.2008.07.006, 2008. a
Borsa, A. A., Moholdt, G., Fricker, H. A., and Brunt, K. M.: A range correction for ICESat and its potential impact on ice-sheet mass balance studies, The Cryosphere, 8, 345–357, https://doi.org/10.5194/tc-8-345-2014, 2014. a
Borsa, A. A., Fricker, H. A., and Brunt, K. M.: A Terrestrial Validation of ICESat Elevation Measurements and Implications for Global Reanalyses, IEEE T. Geosci. Remote, 57, 6946–6959, https://doi.org/10.1109/tgrs.2019.2909739, 2019. a
Carter, S., Fricker, H., and Siegfried, M.: Evidence of rapid subglacial water piracy under Whillans Ice Stream, West Antarctica, J. Glaciol., 59, 1147–1162, https://doi.org/10.3189/2013JoG13J085, 2013. a
Diez, A., Matsuoka, K., Jordan, T. A., Kohler, J., Ferraccioli, F., Corr, H. F., Olesen, A. V., Forsberg, R., and Casal, T. G.: Patchy Lakes and Topographic Origin for Fast Flow in the Recovery Glacier System, East Antarctica, J. Geophys. Res.-Earth Surf., 124, 287–304, https://doi.org/10.1029/2018jf004799, 2019. a
Dow, C. F., Werder, M. A., Nowicki, S., and Walker, R. T.: Modeling Antarctic subglacial lake filling and drainage cycles, The Cryosphere, 10, 1381–1393, https://doi.org/10.5194/tc-10-1381-2016, 2016. a, b
Eis, C.: Inverse Modelling at Recovery Glacier, Antarctica, Ph.D. thesis, Universität Bremen, https://media.suub.uni-bremen.de/handle/elib/1655 (last access: 18 April 2026), 2019. a
Fan, Y., Hao, W., Ma, C., Gao, S., and Li, F.: Identification and Activity of Subglacial Lakes Beneath the Mercer and Whillans Ice Streams and Slessor Glacier, IEEE J. Sel. Top. Appl. Earth Obs., 16, 10359–10368, https://doi.org/10.1109/jstars.2023.3328056, 2023. a
Feng, T., Dong, H., Chen, Y., and Hao, T.: Dataset for analysis of long-term dynamic changes of subglacial lakes in the Recovery Ice Stream, Antarctica, Zenodo [data set], https://doi.org/10.5281/zenodo.18354195, 2025. a
Floricioiu, D., Jaber, W. A., and Jezek, K.: TerraSAR-X and TanDEM-X observations of the Recovery Glacier system, Antarctica, in: 2014 IEEE Geoscience and Remote Sensing Symposium, 4852–4855, IEEE, https://doi.org/10.1109/igarss.2014.6947581, 2014. a
Fricker, H. A. and Scambos, T.: Connected subglacial lake activity on lower Mercer and Whillans Ice Streams, West Antarctica, 2003–2008, J. Glaciol., 55, 303–315, https://doi.org/10.3189/002214309788608813, 2009. a
Fricker, H. A., Scambos, T., Bindschadler, R., and Padman, L.: An Active Subglacial Water System in West Antarctica Mapped from Space, Science, 315, 1544–1548, https://doi.org/10.1126/science.1136897, 2007. a
Fricker, H. A., Scambos, T., Carter, S., Davis, C., Haran, T., and Joughin, I.: Synthesizing multiple remote-sensing techniques for subglacial hydrologic mapping: application to a lake system beneath MacAyeal Ice Stream, West Antarctica, J. Glaciol., 56, 187–199, https://doi.org/10.3189/002214310791968557, 2010. a, b
Fricker, H. A., Siegfried, M. R., Carter, S. P., and Scambos, T. A.: A decade of progress in observing and modelling Antarctic subglacial water systems, Philos. T. R. Soc. A, 374, 20140294, https://doi.org/10.1098/rsta.2014.0294, 2016. a, b, c, d
Golledge, N. R., Levy, R. H., McKay, R. M., and Naish, T. R.: East Antarctic ice sheet most vulnerable to Weddell Sea warming, Geophys. Res. Lett., 44, 2343–2351, https://doi.org/10.1002/2016gl072422, 2017. a, b
Gourmelen, N., Jakob, L., Holland, P., Dutrieux, P., Goldberg, D., Bevan, S., Luckman, A., and Malczyk, G.: The influence of subglacial lake discharge on Thwaites Glacier ice-shelf melting and grounding-line retreat, Nat. Commun., 16, 2272, https://doi.org/10.1038/s41467-025-57417-1, 2025. a
Haran, T., Bohlander, J., Scambos, T., Painter, T., and Fahnestock, M.: MODIS Mosaic of Antarctica 2008-2009 (MOA2009) Image Map, https://doi.org/10.7265/N5KP8037, 2014. a
Howat, I. M., Porter, C., Smith, B. E., Noh, M.-J., and Morin, P.: The Reference Elevation Model of Antarctica, The Cryosphere, 13, 665–674, https://doi.org/10.5194/tc-13-665-2019, 2019. a, b
Jezek, K. C.: Glaciological properties of the Antarctic ice sheet from RADARSAT-1 synthetic aperture radar imagery, Ann. Glaciol., 29, 286–290, https://doi.org/10.3189/172756499781820969, 1999. a
Joughin, I. and Bamber, J. L.: Thickening of the ice stream catchments feeding the Filchner‐Ronne Ice Shelf, Antarctica, Geophys. Res. Lett., 32, https://doi.org/10.1029/2005gl023844, 2005. a
Kim, B.-H., Lee, C.-K., Seo, K.-W., Lee, W. S., and Scambos, T.: Active subglacial lakes and channelized water flow beneath the Kamb Ice Stream, The Cryosphere, 10, 2971–2980, https://doi.org/10.5194/tc-10-2971-2016, 2016. a
Langley, K., Kohler, J., Matsuoka, K., Sinisalo, A., Scambos, T., Neumann, T., Muto, A., Winther, J.-G., and Albert, M.: Recovery Lakes, East Antarctica: Radar assessment of sub-glacial water extent: RECOVERY LAKES, EAST ANTARCTICA, Geophys. Res. Lett., 38, https://doi.org/10.1029/2010gl046094, 2011. a
Leong, W. J.: The subglacial landscape and hydrology of Antarctica mapped from space, Ph.D. thesis, Victoria University of Wellington Library, https://doi.org/10.26686/wgtn.14956062, 2021. a, b
Liu, J., Tang, D., Cui, X., Chen, L., Xie, H., and Li, P.: An improved method for monitoring subglacial lake activity in Antarctica from ICESat-2, IEEE T. Geosci. Remote, 63, 1–14, https://doi.org/10.1109/TGRS.2025.3578437, 2025. a
Livingstone, S. J., Li, Y., Rutishauser, A., Sanderson, R. J., Winter, K., Mikucki, J. A., Björnsson, H., Bowling, J. S., Chu, W., Dow, C. F., Fricker, H. A., McMillan, M., Ng, F. S. L., Ross, N., Siegert, M. J., Siegfried, M., and Sole, A. J.: Subglacial lakes and their changing role in a warming climate, Nat. Rev. Earth Environ., 3, 106–124, https://doi.org/10.1038/s43017-021-00246-9, 2022. a, b
Napoleoni, F., Jamieson, S. S. R., Ross, N., Bentley, M. J., Rivera, A., Smith, A. M., Siegert, M. J., Paxman, G. J. G., Gacitúa, G., Uribe, J. A., Zamora, R., Brisbourne, A. M., and Vaughan, D. G.: Subglacial lakes and hydrology across the Ellsworth Subglacial Highlands, West Antarctica, The Cryosphere, 14, 4507–4524, https://doi.org/10.5194/tc-14-4507-2020, 2020. a
Neckel, N., Franke, S., Helm, V., Drews, R., and Jansen, D.: Evidence of cascading subglacial water flow at Jutulstraumen Glacier (Antarctica) derived from Sentinel-1 and ICESat-2 measurements, Geophys. Res. Lett., 48, e2021GL094472, https://doi.org/10.1029/2021GL094472, 2021. a, b, c
O’Callaghan, J. F. and Mark, D. M.: The extraction of drainage networks from digital elevation data, Comput. Vision Graph., 27, 247, https://doi.org/10.1016/s0734-189x(84)80047-x, 1984. a
Rignot, E., Bamber, J. L., van den Broeke, M. R., Davis, C., Li, Y., van de Berg, W. J., and van Meijgaard, E.: Recent Antarctic ice mass loss from radar interferometry and regional climate modelling, Nat. Geosci., 1, 106–110, https://doi.org/10.1038/ngeo102, 2008. a
Shen, X., Ke, C.-Q., Yu, X., Cai, Y., and Fan, Y.: Evaluation of Ice, Cloud, And Land Elevation Satellite-2 (ICESat-2) land ice surface heights using Airborne Topographic Mapper (ATM) data in Antarctica, Int. J. Remote Sens., 42, 2556–2573, https://doi.org/10.1080/01431161.2020.1856962, 2020. a
Shi, H., Lu, Y., Bao, L., and Wang, Z.: Recent Elevation Change Detection of Enderby Land Ice Sheet Using ICESat Crossover Analysis, Geomatics and Information Science of Wuhan University, 34, 440–443, http://ch.whu.edu.cn/en/article/id/1222 (last access: 18 April 2026), 2009. a
Shreve, R. L.: Movement of Water in Glaciers, J. Glaciol., 11, 205–214, https://doi.org/10.3189/s002214300002219x, 1972. a
Siegert, M. J., Ross, N., and Le Brocq, A. M.: Recent advances in understanding Antarctic subglacial lakes and hydrology, Philos. T. R. Soc. A, 374, 20140306, https://doi.org/10.1098/rsta.2014.0306, 2016. a
Siegfried, M. R. and Fricker, H. A.: Thirteen years of subglacial lake activity in Antarctica from multi-mission satellite altimetry, Ann. Glaciol., 59, 42–55, https://doi.org/10.1017/aog.2017.36, 2018. a, b, c
Siegfried, M. R. and Fricker, H. A.: Illuminating Active Subglacial Lake Processes With ICESat‐2 Laser Altimetry, Geophys. Res. Lett., 48, https://doi.org/10.1029/2020gl091089, 2021. a, b, c, d
Siegfried, M. R., Fricker, H. A., Roberts, M., Scambos, T. A., and Tulaczyk, S.: A decade of West Antarctic subglacial lake interactions from combined ICESat and CryoSat‐2 altimetry, Geophys. Res. Lett., 41, 891–898, https://doi.org/10.1002/2013gl058616, 2014. a
Siegfried, M. R., Fricker, H. A., Carter, S. P., and Tulaczyk, S.: Episodic ice velocity fluctuations triggered by a subglacial flood in West Antarctica, Geophys. Res. Lett., 43, 2640–2648, https://doi.org/10.1002/2016gl067758, 2016. a
Smith, B. E., Gourmelen, N., Huth, A., and Joughin, I.: Connected subglacial lake drainage beneath Thwaites Glacier, West Antarctica, The Cryosphere, 11, 451–467, https://doi.org/10.5194/tc-11-451-2017, 2017. a
Smith, B. E., Fricker, H. A., Holschuh, N., Gardner, A. S., Adusumilli, S., Brunt, K. M., Csatho, B., Harbeck, K., Huth, A., Neumann, T., Nilsson, J., and Siegfried, M. R.: Land ice height-retrieval algorithm for NASA’s ICESat-2 photon-counting laser altimeter, Remote Sens. Environ., 233, 111352, https://doi.org/10.1016/j.rse.2019.111352, 2019. a, b
Smith, B., Fricker, H. A., Gardner, A. S., Siegfried, M. R., Adusumilli, S., Csathó, B. M., Holschuh, N., Nilsson, J., Paolo, F., and the ICESat-2 Science Team: ATLAS/ICESat-2 L3A Land Ice Height (ATL06, Version 3), Boulder, Colorado USA, NASA National Snow and Ice Data Center Distributed Active Archive Center [data set], https://doi.org/10.5067/ATLAS/ATL06.003, 2020. a
Smith, B., Dickinson, S., Jelley, B. P., Neumann, T. A., Hancock, D., Lee, J., and Harbeck, K.: ATLAS/ICESat-2 L3B Slope-Corrected Land Ice Height Time Series (ATL11, Version 6), Boulder, Colorado USA, NASA National Snow and Ice Data Center Distributed Active Archive Center [data set], https://doi.org/10.5067/ATLAS/ATL11.006, 2023a. a
Smith, B. E., Medley, B., Fettweis, X., Sutterley, T., Alexander, P., Porter, D., and Tedesco, M.: Evaluating Greenland surface-mass-balance and firn-densification data using ICESat-2 altimetry, The Cryosphere, 17, 789–808, https://doi.org/10.5194/tc-17-789-2023, 2023b. a
Stearns, L. A., Smith, B. E., and Hamilton, G. S.: Increased flow speed on a large East Antarctic outlet glacier caused by subglacial floods, Nat. Geosci., 1, 827–831, https://doi.org/10.1038/ngeo356, 2008. a
Strahler, A. N.: Quantitative analysis of watershed geomorphology, Eos, Transactions American Geophysical Union, 38, 913–920, https://doi.org/10.1029/tr038i006p00913, 1957. a, b
Studinger, M.: IceBridge ATM L2 Icessn Elevation, Slope, and Roughness (ILATM2, Version 2), Boulder, Colorado USA, NASA National Snow and Ice Data Center Distributed Active Archive Center [data set], https://doi.org/10.5067/CPRXXK3F39RV, 2014. a
Sun, X., Abshire, J. B., Borsa, A. A., Fricker, H. A., Yi, D., DiMarzio, J. P., Paolo, F. S., Brunt, K. M., Harding, D. J., and Neumann, G. A.: ICESAT/GLAS Altimetry Measurements: Received Signal Dynamic Range and Saturation Correction, IEEE T. Geosci. Remote, 55, 5440–5454, https://doi.org/10.1109/tgrs.2017.2702126, 2017. a
Willis, I. C., Pope, E. L., Gwendolyn, J.-M., Arnold, N. S., and Long, S.: Drainage networks, lakes and water fluxes beneath the Antarctic ice sheet, Ann. Glaciol., 57, 96–108, https://doi.org/10.1017/aog.2016.15, 2016. a
Wilson, S. F., Hogg, A. E., Rigby, R., Gourmelen, N., Nias, I., and Slater, T.: Detection of 85 new active subglacial lakes in Antarctica from a decade of CryoSat-2 data, Nat. Commun., 16, 8311, https://doi.org/10.1038/s41467-025-63773-9, 2025. a, b, c
Wright, A., Siegert, M., Le Brocq, A., and Gore, D.: High sensitivity of subglacial hydrological pathways in Antarctica to small ice-sheet changes, Geophys. Res. Lett., 35, https://doi.org/10.1029/2008GL034937, 2008. a
Zwally, H. J., Schutz, R., Hancock, D., and Dimarzio, J.: GLAS/ICESat L2 Global Antarctic and Greenland Ice Sheet Altimetry Data (HDF5) (GLAH12, Version 34), Boulder, Colorado USA, NASA National Snow and Ice Data Center Distributed Active Archive Center [data set], https://doi.org/10.5067/ICESAT/GLAS/DATA209, 2014. a
Short summary
This study focuses on the long-term subglacial hydrological activity of the Recovery Ice Stream in East Antarctica. We update the outlines of reported lakes based on their recent activity and identify 14 new lakes. A 21-year record of elevation changes of these lakes is constructed using multi-mission altimetry data. We also reveal spatial variability in elevation change patterns within several typical individual lakes. Our hydrological network confirms hydraulic connectivity among these lakes.
This study focuses on the long-term subglacial hydrological activity of the Recovery Ice Stream...