Articles | Volume 10, issue 1
https://doi.org/10.5194/tc-10-15-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/tc-10-15-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
15 Jan 2016
Research article |
| 15 Jan 2016
Estimating supraglacial lake depth in West Greenland using Landsat 8 and comparison with other multispectral methods
National Snow and Ice Data Center, University of Colorado,
Boulder, Boulder, Colorado, USA
Cooperative Institute for Research in Earth Sciences,
University of Colorado, Boulder, Boulder, Colorado, USA
Polar Science Center, Applied Physics Lab, University of
Washington, Seattle, Washington, USA
T. A. Scambos
National Snow and Ice Data Center, University of Colorado,
Boulder, Boulder, Colorado, USA
Cooperative Institute for Research in Earth Sciences,
University of Colorado, Boulder, Boulder, Colorado, USA
M. Moussavi
Cooperative Institute for Research in Earth Sciences,
University of Colorado, Boulder, Boulder, Colorado, USA
Earth Science and Observation Center, University of
Colorado, Boulder, Boulder, Colorado, USA
M. Tedesco
The City College, of New York, CUNY, New York City, New
York, USA
Lamont–Doherty Earth Observatory, Columbia University, Palisades, New York, USA
M. Willis
Earth and Atmospheric Sciences, Cornell University,
Ithaca, New York, USA
Geological Sciences, University of North Carolina, Chapel
Hill, North Carolina, USA
Polar Science Center, Applied Physics Lab, University of
Washington, Seattle, Washington, USA
S. Grigsby
Cooperative Institute for Research in Earth Sciences,
University of Colorado, Boulder, Boulder, Colorado, USA
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Cited
74 citations as recorded by crossref.
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- The 32-year record-high surface melt in 2019/2020 on the northern George VI Ice Shelf, Antarctic Peninsula A. Banwell et al. 10.5194/tc-15-909-2021
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- Toward Improved Understanding of Changes in Greenland Outlet Glacier Shear Margin Dynamics in a Warming Climate D. Lampkin et al. 10.3389/feart.2018.00156
- Correction: Corrigendum: Widespread movement of meltwater onto and across Antarctic ice shelves J. Kingslake et al. 10.1038/nature24478
- Supraglacial Lake Evolution over Northeast Greenland Using Deep Learning Methods K. Lutz et al. 10.3390/rs15174360
- Derivation and validation of supraglacial lake volumes on the Greenland Ice Sheet from high-resolution satellite imagery M. Moussavi et al. 10.1016/j.rse.2016.05.024
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73 citations as recorded by crossref.
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- Improved Bathymetric Mapping of Coastal and Lake Environments Using Sentinel-2 and Landsat-8 Images A. Yunus et al. 10.3390/s19122788
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- Monitoring and classification of high Arctic lakes in the Svalbard Islands using remote sensing J. Urbański 10.1016/j.jag.2022.102911
- Widespread movement of meltwater onto and across Antarctic ice shelves J. Kingslake et al. 10.1038/nature22049
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- Using ICESat-2 and Operation IceBridge altimetry for supraglacial lake depth retrievals Z. Fair et al. 10.5194/tc-14-4253-2020
- An automated algorithm to retrieve the location and depth of supraglacial lakes from ICESat-2 ATL03 data W. Xiao et al. 10.1016/j.rse.2023.113730
- Antarctic Supraglacial Lake Identification Using Landsat-8 Image Classification A. Halberstadt et al. 10.3390/rs12081327
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- The 32-year record-high surface melt in 2019/2020 on the northern George VI Ice Shelf, Antarctic Peninsula A. Banwell et al. 10.5194/tc-15-909-2021
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- Repeated Tidally Induced Hydrofracture of a Supraglacial Lake at the Amery Ice Shelf Grounding Zone L. Trusel et al. 10.1029/2021GL095661
- Toward Improved Understanding of Changes in Greenland Outlet Glacier Shear Margin Dynamics in a Warming Climate D. Lampkin et al. 10.3389/feart.2018.00156
- Correction: Corrigendum: Widespread movement of meltwater onto and across Antarctic ice shelves J. Kingslake et al. 10.1038/nature24478
- Supraglacial Lake Evolution over Northeast Greenland Using Deep Learning Methods K. Lutz et al. 10.3390/rs15174360
- Derivation and validation of supraglacial lake volumes on the Greenland Ice Sheet from high-resolution satellite imagery M. Moussavi et al. 10.1016/j.rse.2016.05.024
- Modelling the fate of surface melt on the Larsen C Ice Shelf S. Buzzard et al. 10.5194/tc-12-3565-2018
- Seasonal evolution of the supraglacial drainage network at Humboldt Glacier, northern Greenland, between 2016 and 2020 L. Rawlins et al. 10.5194/tc-17-4729-2023
- Current status of Landsat program, science, and applications M. Wulder et al. 10.1016/j.rse.2019.02.015
- Antarctic ice shelf potentially stabilized by export of meltwater in surface river R. Bell et al. 10.1038/nature22048
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- Seasonal evolution of supraglacial lakes on a floating ice tongue, Petermann Glacier, Greenland G. Macdonald et al. 10.1017/aog.2018.9
- Automated mapping of the seasonal evolution of surface meltwater and its links to climate on the Amery Ice Shelf, Antarctica P. Tuckett et al. 10.5194/tc-15-5785-2021
- MABEL photon-counting laser altimetry data in Alaska for ICESat-2 simulations and development K. Brunt et al. 10.5194/tc-10-1707-2016
- High-resolution imaging of supraglacial hydrological features on the Greenland Ice Sheet with NASA's Airborne Topographic Mapper (ATM) instrument suite M. Studinger et al. 10.5194/tc-16-3649-2022
- Exploring the frozen frontier: unmanned aerial vehicles and multispectral sensors unveiling cryosphere dynamics in East Antarctica’s Dronning Maud Land G. M & K. Venkatesh 10.1080/15481603.2024.2302739
- Evaluation of satellite methods for estimating supraglacial lake depth in southwest Greenland L. Melling et al. 10.5194/tc-18-543-2024
- Seasonal evolution of supraglacial lakes and rivers on the southwest Greenland Ice Sheet K. Yang et al. 10.1017/jog.2021.10
- Lateral meltwater transfer across an Antarctic ice shelf R. Dell et al. 10.5194/tc-14-2313-2020
- Comparison of Multiple Methods for Supraglacial Melt-Lake Volume Estimation in Western Greenland During the 2021 Summer Melt Season N. Rowley et al. 10.3390/glacies1020007
- ICESat‐2 Meltwater Depth Estimates: Application to Surface Melt on Amery Ice Shelf, East Antarctica H. Fricker et al. 10.1029/2020GL090550
- Toward Monitoring Surface and Subsurface Lakes on the Greenland Ice Sheet Using Sentinel-1 SAR and Landsat-8 OLI Imagery K. Miles et al. 10.3389/feart.2017.00058
- Direct measurements of ice-shelf flexure caused by surface meltwater ponding and drainage A. Banwell et al. 10.1038/s41467-019-08522-5
- An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet D. Corr et al. 10.5194/essd-14-209-2022
- Supraglacial lake expansion, intensified lake drainage frequency, and first observation of coupled lake drainage, during 1985–2020 at Ryder Glacier, Northern Greenland J. Otto et al. 10.3389/feart.2022.978137
- Supraglacial lake evolution and its drivers in Dronning Maud Land, East Antarctica A. Mahagaonkar et al. 10.1017/jog.2024.66
- Three-Dimensional Geographically Weighted Inverse Regression (3GWR) Model for Satellite Derived Bathymetry Using Sentinel-2 Observations A. Chybicki 10.1080/01490419.2017.1373173
- Large interannual variability in supraglacial lakes around East Antarctica J. Arthur et al. 10.1038/s41467-022-29385-3
- Supraglacial lake bathymetry automatically derived from ICESat-2 constraining lake depth estimates from multi-source satellite imagery R. Datta & B. Wouters 10.5194/tc-15-5115-2021
- Evolution of supraglacial lakes on Sermeq Avannarleq glacier, Greenland using Google Earth Engine D. Zhu et al. 10.1016/j.ejrh.2022.101246
- Supraglacial lake evolution on Tracy and Heilprin Glaciers in northwestern Greenland from 2014 to 2021 Y. Wang & S. Sugiyama 10.1016/j.rse.2024.114006
- Glacier Ice Surface Properties in South‐West Greenland Ice Sheet: First Estimates From PRISMA Imaging Spectroscopy Data N. Bohn et al. 10.1029/2021JG006718
- Geospatial Intelligence and Machine Learning Technique for Urban Mapping in Coastal Regions of South Aegean Volcanic Arc Islands P. Krassakis et al. 10.3390/geomatics2030017
- A Physics-Assisted Convolutional Neural Network for Bathymetric Mapping Using ICESat-2 and Sentinel-2 Data K. Peng et al. 10.1109/TGRS.2022.3213248
- A Fully Automated Supraglacial lake area and volume Tracking (“FAST”) algorithm: Development and application using MODIS imagery of West Greenland A. Williamson et al. 10.1016/j.rse.2017.04.032
- Widespread distribution of supraglacial lakes around the margin of the East Antarctic Ice Sheet C. Stokes et al. 10.1038/s41598-019-50343-5
- A revised calibration of the interferometric mode of the CryoSat-2 radar altimeter improves ice height and height change measurements in western Greenland L. Gray et al. 10.5194/tc-11-1041-2017
- Decoding the Dynamics of Climate Change Impact: Temporal Patterns of Surface Warming and Melting on the Nivlisen Ice Shelf, Dronning Maud Land, East Antarctica G. Murugesan et al. 10.3390/rs15245676
- Rapid Formation of an Ice Doline on Amery Ice Shelf, East Antarctica R. Warner et al. 10.1029/2020GL091095
- Fully Automated Detection of Supraglacial Lake Area for Northeast Greenland Using Sentinel-2 Time-Series P. Hochreuther et al. 10.3390/rs13020205
- A framework for automated supraglacial lake detection and depth retrieval in ICESat-2 photon data across the Greenland and Antarctic ice sheets P. Arndt & H. Fricker 10.5194/tc-18-5173-2024
- Assessing supraglacial lake depth using ICESat-2, Sentinel-2, TanDEM-X, and in situ sonar measurements over Northeast and Southwest Greenland K. Lutz et al. 10.5194/tc-18-5431-2024
- Radiometric calibration of a non-imaging airborne spectrometer to measure the Greenland ice sheet surface C. Crawford et al. 10.5194/amt-12-1913-2019
- Mixed siliciclastic-carbonate-evaporite sedimentation in an arid eolian landscape: The Khor Al Adaid tide-dominated coastal embayment, Qatar J. Rivers et al. 10.1016/j.sedgeo.2020.105730
- The Effect of Suspended Particulate Matter on the Supraglacial Lake Depth Retrieval from Optical Data L. Brodský et al. 10.3390/rs14235988
- Satellite Remote Sensing of the Greenland Ice Sheet Ablation Zone: A Review M. Cooper & L. Smith 10.3390/rs11202405
- Inland advance of supraglacial lakes in north-west Greenland under recent climatic warming L. Gledhill & A. Williamson 10.1017/aog.2017.31
- Surface meltwater runoff on the Greenland ice sheet estimated from remotely sensed supraglacial lake infilling rate K. Yang et al. 10.1016/j.rse.2019.111459
- Surface meltwater drainage and ponding on Amery Ice Shelf, East Antarctica, 1973–2019 J. Spergel et al. 10.1017/jog.2021.46
- Widespread partial-depth hydrofractures in ice sheets driven by supraglacial streams D. Chandler & A. Hubbard 10.1038/s41561-023-01208-0
- The distribution and evolution of supraglacial lakes on 79° N Glacier (north-eastern Greenland) and interannual climatic controls J. Turton et al. 10.5194/tc-15-3877-2021
- Hourly surface meltwater routing for a Greenlandic supraglacial catchment across hillslopes and through a dense topological channel network C. Gleason et al. 10.5194/tc-15-2315-2021
- Distribution and seasonal evolution of supraglacial lakes on Shackleton Ice Shelf, East Antarctica J. Arthur et al. 10.5194/tc-14-4103-2020
- Heterogeneous water storage and thermal regime of supraglacial ponds on debris‐covered glaciers C. Watson et al. 10.1002/esp.4236
- Dual-satellite (Sentinel-2 and Landsat 8) remote sensing of supraglacial lakes in Greenland A. Williamson et al. 10.5194/tc-12-3045-2018
- Challenges in predicting Greenland supraglacial lake drainages at the regional scale K. Poinar & L. Andrews 10.5194/tc-15-1455-2021
- Reproducibly estimating and evaluating supraglacial lake depth with Landsat 8 and other multispectral sensors A. Pope 10.1002/2015EA000125
- Landsat-derived bathymetry of lakes on the Arctic Coastal Plain of northern Alaska C. Simpson et al. 10.5194/essd-13-1135-2021
Saved (preprint)
Latest update: 13 Dec 2024
Short summary
Liquid water stored on the surface of ice sheets and glaciers, such as that in surface (supraglacial) lakes, plays a key role in the glacial hydrological system. Multispectral remote sensing can be used to detect lakes and estimate their depth. Here, we use in situ data to assess lake depth retrieval using the recently launched Landsat 8. We validate Landsat 8-derived depths and provide suggestions for future applications. We apply our method to a case study are in Greenland for summer 2014.
Liquid water stored on the surface of ice sheets and glaciers, such as that in surface...
