1,243
Views
2
CrossRef citations to date
0
Altmetric
Articles

High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images

ORCID Icon, , , ORCID Icon, , & show all
Pages 825-846 | Received 10 Oct 2022, Accepted 13 Feb 2023, Published online: 02 Mar 2023

References

  • Arthur Jennifer F., Chris Stokes, Stewart S. R. Jamieson, J. Rachel Carr, and Amber A. Leeson. 2020. “Recent Understanding of Antarctic Supraglacial Lakes Using Satellite Remote Sensing.” Progress in Physical Geography: Earth and Environment 44 (6): 837–869. doi:10.1177/0309133320916114.
  • Ashcraft Ivan S., and David G. Long. 2006. “Comparison of Methods for Melt Detection Over Greenland Using Active and Passive Microwave Measurements.” International Journal of Remote Sensing 27 (12): 2469–2488. doi:10.1080/01431160500534465.
  • Banwell Alison F., Rajashree Tri Datta, Rebecca L. Dell, Mahsa Moussavi, Ludovic Brucker, Ghislain Picard, Christopher A. Shuman, and Laura A. Stevens. 2021. “The 32-year Record-High Surface Melt in 2019/2020 on the Northern George VI Ice Shelf, Antarctic Peninsula.” The Cryosphere 15 (2): 909–925. doi:10.5194/tc-15-909-2021.
  • Bell Robin E., Alison F. Banwell, Luke D. Trusel, and Jonathan Kingslake. 2018. “Antarctic Surface Hydrology and Impacts on Ice-sheet Mass Balance.” Nature Climate Change 8 (12): 1044–1052. doi:10.1038/s41558-018-0326-3.
  • Bevan Suzanne Louise, Adrian John Luckman, Peter Kuipers Munneke, Bryn Hubbard, Bernd Kulessa, and David William Ashmore. 2018. “Decline in Surface Melt Duration on Larsen C Ice Shelf Revealed by the Advanced Scatterometer (ASCAT).” Earth and Space Science 5 (10): 578–591. doi:10.1029/2018EA000421.
  • Bokhorst Stef, Peter Convey, Angélica Casanova-Katny, and Rien Aerts. 2021. “Warming Impacts Potential Germination of Non-native Plants on the Antarctic Peninsula.” Communications Biology 4 (1): 1–10. doi:10.1038/s42003-021-01951-3.
  • Cook A. J., T. I. Murray, A. Luckman, D. G. Vaughan, and N. E. Barrand. 2012. “Antarctic Peninsula 100 M Digital Elevation Model Derived From ASTER GDEM.” Boulder (CO): National Snow and Ice Data Center. https://doi.org/10.7265/N58K7711.
  • Cook Alison J., and David G. Vaughan. 2010. “Overview of Areal Changes of the Ice Shelves on the Antarctic Peninsula Over the Past 50 Years.” The Cryosphere 4 (1): 77–98. doi:10.5194/tc-4-77-2010.
  • Dell Rebecca, Neil Arnold, Ian Willis, Alison Banwell, Andrew Williamson, Hamish Pritchard, and Andrew Orr. 2020. “Lateral Meltwater Transfer Across An Antarctic Ice Shelf.” The Cryosphere 14 (7): 2313–2330. doi:10.5194/tc-14-2313-2020.
  • Domack Eugene, Amy Leventer, Adam Burnett, Robert Bindschadler, Peter Convey, and Matthew Kirby. 2003. Antarctic Peninsula Climate Variability: Historical and Paleoenvironmental Perspectives. Vol. 79. Washington, DC: American Geophysical Union.
  • Dunmire D., J. T. M. Lenaerts, A. F. Banwell, Nander Wever, J. Shragge, Stef Lhermitte, R. Drews, et al. 2020. “Observations of Buried Lake Drainage on the Antarctic Ice Sheet.” Geophysical Research Letters 47 (15): e2020GL087970. doi:10.1029/2020GL087970.
  • Dupont T. K., and R. B. Alley. 2005. “Assessment of the Importance of Ice-shelf Buttressing to Ice-sheet Flow.” Geophysical Research Letters 32 (4): 1–4. doi:10.1029/2004GL022024.
  • Furst J. J., G. Durand, F. Gillet-Chaulet, L. Tavard, M. Rankl, M. Braun, and O. Gagliardini. 2016. “The Safety Band of Antarctic Ice Shelves.” Nature Climate Change 6: 479–482. doi:10.1038/nclimate2912.
  • Gudmundsson G. Hilmar, Fernando S. Paolo, Susheel Adusumilli, and Helen A. Fricker. 2019. “Instantaneous Antarctic Ice Sheet Mass Loss Driven by Thinning Ice Shelves.” Geophysical Research Letters 46 (23): 13903–13909. doi:10.1029/2019GL085027.
  • Guo Huadong, Wenxue Fu, and Guang Liu. 2019. Scientific Satellite and Moon-based Earth Observation for Global Change. Singapore: Springer.
  • Guo Huadong, Dong Liang, Fang Chen, and Zeeshan Shirazi. 2021. “Innovative Approaches to the Sustainable Development Goals Using Big Earth Data.” Big Earth Data 5 (3): 263–276. doi:10.1080/20964471.2021.1939989.
  • Guo Huadong, Stefano Nativi, Dong Liang, Max Craglia, Lizhe Wang, Sven Schade, Christina Corban, G. He, M. Pesaresi, J. Li, and Z. Shirazi. 2020. “Big Earth Data Science: An Information Framework for a Sustainable Planet.” International Journal of Digital Earth 13 (7): 743–767. doi:10.1080/17538947.2020.1743785.
  • Hanna Edward, Francisco J. Navarro, Frank Pattyn, Catia M. Domingues, Xavier Fettweis, Erik R. Ivins, Robert J. Nicholls, et al. 2013. “Ice-Sheet Mass Balance and Climate Change.” Nature 498 (7452): 51–59. doi:10.1038/nature12238.
  • Haug T., A. Kääb, and P. Skvarca. 2010. “Monitoring Ice Shelf Velocities From Repeat MODIS and Landsat Data – A Method Study on the Larsen C Ice Shelf, Antarctic Peninsula, and 10 Other Ice Shelves Around Antarctica.” The Cryosphere 4 (2): 161–178. doi:10.5194/tc-4-161-2010.
  • Hogg Anna E., and G. Hilmar Gudmundsson. 2017. “Impacts of the Larsen-C Ice Shelf Calving Event.” Nature Climate Change 7 (8): 540–542. doi:10.1038/nclimate3359.
  • Holland Paul R., Hugh F. J. Corr, Hamish D. Pritchard, David G. Vaughan, Robert J. Arthern, Adrian Jenkins, and Marco Tedesco. 2011. “The Air Content of Larsen Ice Shelf.” Geophysical Research Letters 38 (10): 1–6. doi:10.1029/2011GL047245.
  • Holt T. O., Neil F. Glasser, D. J. Quincey, and M. R. Siegfried. 2013. “Speedup and Fracturing of George VI Ice Shelf, Antarctic Peninsula.” The Cryosphere 7 (3): 797–816. doi:10.5194/tc-7-797-2013.
  • Hubbard Bryn, Adrian Luckman, David W. Ashmore, Suzanne Bevan, Bernd Kulessa, Peter Kuipers Munneke, Morgane Philippe, et al. 2016. “Massive Subsurface Ice Formed by Refreezing of Ice-shelf Melt Ponds.” Nature Communications 7 (1): 1–6. doi:10.1038/ncomms11897.
  • Ingels Jeroen, Richard B. Aronson, Craig R. Smith, Amy Baco, Holly M. Bik, James A. Blake, Angelika Brandt, et al. 2021. “Antarctic Ecosystem Responses Following Ice-shelf Collapse and Iceberg Calving: Science Review and Future Research.” Wiley Interdisciplinary Reviews: Climate Change 12 (1): e682.
  • Johnson Andrew, Mark Fahnestock, and Regine Hock. 2020. “Evaluation of Passive Microwave Melt Detection Methods on Antarctic Peninsula Ice Shelves Using Time Series of Sentinel-1 SAR.” Remote Sensing of Environment 250: 112044. doi:10.1016/j.rse.2020.112044.
  • Kuipers Munneke P., G. Picard, M. R. Van Den Broeke, J. T. M. Lenaerts, and E. Van Meijgaard. 2012. “Insignificant Change in Antarctic Snowmelt Volume Since 1979.” Geophysical Research Letters 39 (1): 1–5. doi:10.1029/2011GL050207.
  • Lai Ching-Yao, Jonathan Kingslake, Martin G. Wearing, Po-Hsuan Cameron Chen, Pierre Gentine, Harold Li, Julian J. Spergel, and J. Melchior van Wessem. 2020. “Vulnerability of Antarctica's Ice Shelves to Meltwater-driven Fracture.” Nature 584 (7822): 574–578. doi:10.1038/s41586-020-2627-8.
  • Lee Jong-Sen, Thomas L. Ainsworth, Yanting Wang, and Kun-Shan Chen. 2014. “Polarimetric SAR speckle filtering and the extended sigma filter.” IEEE Transactions on Geoscience and Remote Sensing53 (3): 1150–1160. doi:10.1109/TGRS.2014.2335114.
  • Leeson A. A., E. Forster, Amiee Rice, Noel Gourmelen, and J. M. Van Wessem. 2020. “Evolution of Supraglacial Lakes on the Larsen B Ice Shelf in the Decades Before it Collapsed.” Geophysical Research Letters 47 (4): e2019GL085591. doi:10.1029/2019GL085591.
  • Liang Dong, Huadong Guo, Qing Cheng, Lu Zhang, and Lingyi Kong. 2022. “Correlation and Interaction Between Temperature and Freeze-thaw in Representative Regions of Antarctica.” International Journal of Digital Earth 15 (1): 2296–2318. doi:10.1080/17538947.2022.2158242.
  • Liang Dong, Huadong Guo, Lu Zhang, Yun Cheng, Qi Zhu, and Xuting Liu. 2021. “Time-series Snowmelt Detection Over the Antarctic Using Sentinel-1 SAR Images on Google Earth Engine.” Remote Sensing of Environment 256: 112318. doi:10.1016/j.rse.2021.112318.
  • Liang Dong, Huadong Guo, Lu Zhang, Haipeng Li, and Xuezhi Wang. 2021. “Sentinel-1 EW Mode Dataset for Antarctica From 2014–2020 Produced by the CASEarth Cloud Service Platform.” Big Earth Data 6: 385–400. doi:10.1080/20964471.2021.1976706.
  • Liang Dong, Huadong Guo, Lu Zhang, Mingwei Wang, Lizhe Wang, Lei Liang, and Zeeshan Shirazi. 2021. “Analyzing Antarctic Ice Sheet Snowmelt with Dynamic Big Earth Data.” International Journal of Digital Earth 14 (1): 88–105. doi:10.1080/17538947.2020.1798522.
  • Liu Hongxing, Lei Wang, and Kenneth C. Jezek. 2006. “Automated Delineation of Dry and Melt Snow Zones in Antarctica Using Active and Passive Microwave Observations From Space.” IEEE Transactions on Geoscience and Remote Sensing 44 (8): 2152–2163. doi:10.1109/TGRS.2006.872132.
  • Luckman Adrian, Andrew Elvidge, Daniela Jansen, Bernd Kulessa, Peter Kuipers Munneke, John King, and Nicholas E. Barrand. 2014. “Surface Melt and Ponding on Larsen C Ice Shelf and the Impact of Föhn Winds.” Antarctic Science 26 (6): 625–635. doi:10.1017/S0954102014000339.
  • Matrosov Sergey Y. 2007. “Modeling Backscatter Properties of Snowfall At Millimeter Wavelengths.” Journal of The Atmospheric Sciences 64 (5): 1727–1736. doi:10.1175/JAS3904.1.
  • McGrath Daniel, Konrad Steffen, Harihar Rajaram, Ted Scambos, Waleed Abdalati, and Eric Rignot. 2012. “Basal Crevasses on the Larsen C Ice Shelf, Antarctica: Implications for Meltwater Ponding and Hydrofracture.” Geophysical Research Letters 39 (16): 1–6. doi:10.1029/2012GL052413.
  • Munneke Peter Kuipers, Stefan R. M. Ligtenberg, Michiel R. Van Den Broeke, and David G. Vaughan. 2014. “Firn Air Depletion As a Precursor of Antarctic Ice-shelf Collapse.” Journal of Glaciology 60 (220): 205–214. doi:10.3189/2014JoG13J183.
  • Nagler Thomas, and Helmut Rott. 1998. “SAR Tools for Snowmelt Modelling in the Project HydAlp.” In IGARSS'98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings.(Cat. No. 98CH36174), Vol. 3, 1521–1523. Seattle, WA: IEEE.
  • Nagler Thomas, Helmut Rott, Elisabeth Ripper, Gabriele Bippus, and Markus Hetzenecker. 2016. “Advancements for Snowmelt Monitoring by Means of Sentinel-1 SAR.” Remote Sensing 8 (4): 348. doi:10.3390/rs8040348.
  • Nghiem S. V., K. Steffen, R. Kwok, and W. Y. Tsai. 2001. “Detection of Snowmelt Regions on the Greenland Ice Sheet Using Diurnal Backscatter Change.” Journal of Glaciology 47 (159): 539–547. doi:10.3189/172756501781831738.
  • Nicolas Julien P., Andrew M. Vogelmann, Ryan C. Scott, Aaron B. Wilson, Maria P. Cadeddu, David H. Bromwich, Johannes Verlinde, et al. 2017. “January 2016 Extensive Summer Melt in West Antarctica Favoured by Strong El Niño.” Nature Communications 8 (1): 15799. doi:10.1038/ncomms15799.
  • Peck Lloyd S., David K. A. Barnes, Alison J. Cook, Andrew H. Fleming, and Andrew Clarke. 2010. “Negative Feedback in the Cold: Ice Retreat Produces New Carbon Sinks in Antarctica.” Global Change Biology 16 (9): 2614–2623. doi:10.1111/gcb.2010.16.issue-9.
  • Qi Mengzhen, Yan Liu, Jiping Liu, Xiao Cheng, Yijing Lin, Qiyang Feng, Qiang Shen, and Zhitong Yu. 2021. “A 15-year Circum-Antarctic Iceberg Calving Dataset Derived From Continuous Satellite Observations.” Earth System Science Data 13 (9): 4583–4601. doi:10.5194/essd-13-4583-2021.
  • Ramage Joan M., and Bryan L. Isacks. 2003. “Interannual Variations of Snowmelt and Refreeze Timing on Southeast-Alaskan Icefields, USA.” Journal of Glaciology 49 (164): 102–116. doi:10.3189/172756503781830908.
  • Rondeau-Genesse Gabriel, Mélanie Trudel, and Robert Leconte. 2016. “Monitoring Snow Wetness in An Alpine Basin Using Combined C-band SAR and MODIS Data.” Remote Sensing of Environment183: 304–317. doi:10.1016/j.rse.2016.06.003.
  • Rotschky Gerit, Thomas Vikhamar Schuler, Jörg Haarpaintner, Jack Kohler, and Elisabeth Isaksson. 2011. “Spatio-temporal Variability of Snowmelt Across Svalbard During the Period 2000–08 Derived From QuikSCAT/SeaWinds Scatterometry.” Polar Research 30 (1): 5963. doi:10.3402/polar.v30i0.5963.
  • Scambos Ted A., Terry M. Haran, M. A. Fahnestock, T. H. Painter, and Jennifer Bohlander. 2007. “MODIS-Based Mosaic of Antarctica (MOA) Data Sets: Continent-wide Surface Morphology and Snow Grain Size.” Remote Sensing of Environment 111 (2-3): 242–257. doi:10.1016/j.rse.2006.12.020.
  • Silva Aline Barbosa, Jorge Arigony-Neto, Matthias Holger Braun, Jean Marcel Almeida Espinoza, Juliana Costi, and Ricardo Jaña. 2020. “Spatial and Temporal Analysis of Changes in the Glaciers of the Antarctic Peninsula.” Global and Planetary Change 184: 103079. doi:10.1016/j.gloplacha.2019.103079.
  • Takala M., J. Pulliainen, M. Huttunen, and Martti Hallikainen. 2008. “Detecting the Onset of Snow-melt Using SSM/I Data and the Self-organizing Map.” International Journal of Remote Sensing 29 (3): 755–766. doi:10.1080/01431160601105934.
  • Tedesco M. 2009. “Assessment and Development of Snowmelt Retrieval Algorithms Over Antarctica From K-band Spaceborne Brightness Temperature (1979–2008).” Remote Sensing of Environment 113 (5): 979–997. doi:10.1016/j.rse.2009.01.009.
  • Torres Ramon, Paul Snoeij, Dirk Geudtner, David Bibby, Malcolm Davidson, Evert Attema, Pierre Potin, et al. 2012. “GMES Sentinel-1 Mission.” Remote Sensing of Environment 120: 9–24. doi:10.1016/j.rse.2011.05.028.
  • Trusel L. D., Karen E. Frey, and Sarah B. Das. 2012. “Antarctic Surface Melting Dynamics: Enhanced Perspectives From Radar Scatterometer Data.” Journal of Geophysical Research: Earth Surface 117 (2): 1–15. doi:10.1029/2011JF002126
  • Trusel Luke D., Karen E. Frey, Sarah B. Das, Peter Kuipers Munneke, and Michiel R. Van Den Broeke. 2013. “Satellite-based Estimates of Antarctic Surface Meltwater Fluxes.” Geophysical Research Letters40 (23): 6148–6153. doi:10.1002/2013GL058138.
  • Turner John, Gareth J. Marshall, Kyle Clem, Steve Colwell, Tony Phillips, and Hua Lu. 2020. “Antarctic Temperature Variability and Change From Station Data.” International Journal of Climatology 40 (6): 2986–3007. doi:10.1002/joc.v40.6.
  • Ulaby Fawwaz T., W. H. Stiles, L. F. Dellwig, and B. C. Hanson. 1977. “Experiments on the Radar Backscatter of Snow.” IEEE Transactions on Geoscience Electronics 15 (4): 185–189. doi:10.1109/TGE.1977.294490.
  • Van Wessem J. M., S. R. M. Ligtenberg, C. H. Reijmer, W. J. Van De Berg, M. R. Van Den Broeke, N. E. Barrand, E. R. Thomas, et al. 2016. “The Modelled Surface Mass Balance of the Antarctic Peninsula At 5.5 Km Horizontal Resolution.” The Cryosphere 10 (1): 271–285. doi:10.5194/tc-10-271-2016.
  • Wismann Volkmar. 2000. “Monitoring of Seasonal Thawing in Siberia with ERS Scatterometer Data.” IEEE Transactions on Geoscience and Remote Sensing 38 (4): 1804–1809. doi:10.1109/36.851764.
  • Yommy Aiyeola Sikiru, Rongke Liu, and Shuang Wu. 2015. “SAR Image Despeckling Using Refined Lee Filter.” In 2015 7th International Conference on Intelligent Human-Machine Systems and Cybernetics, Vol. 2, 260–265. Hangzhou: IEEE.
  • Zhao Meng, Joan Ramage, Kathryn Semmens, and Friedrich Obleitner. 2014. “Recent Ice Cap Snowmelt in Russian High Arctic and Anti-correlation with Late Summer Sea Ice Extent.” Environmental Research Letters 9 (4): 045009. doi:10.1088/1748-9326/9/4/045009.
  • Zheng Lei, and Chunxia Zhou. 2020. “Comparisons of Snowmelt Detected by Microwave Sensors on the Shackleton Ice Shelf, East Antarctica.” International Journal of Remote Sensing 41 (4): 1338–1348. doi:10.1080/01431161.2019.1666316.
  • Zheng Lei, Chunxia Zhou, and Kang Wang. 2020. “Enhanced Winter Snowmelt in the Antarctic Peninsula: Automatic Snowmelt Identification From Radar Scatterometer.” Remote Sensing of Environment 246: 111835. doi:10.1016/j.rse.2020.111835.