Articles | Volume 12, issue 9
https://doi.org/10.5194/tc-12-3045-2018
© Author(s) 2018. 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-12-3045-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Dual-satellite (Sentinel-2 and Landsat 8) remote sensing of supraglacial lakes in Greenland
Andrew G. Williamson
CORRESPONDING AUTHOR
Scott Polar Research Institute, University of Cambridge, Cambridge, UK
Alison F. Banwell
Scott Polar Research Institute, University of Cambridge, Cambridge, UK
Cooperative Institute for Research in Environmental Sciences,
University of Colorado Boulder, Boulder, Colorado, USA
Ian C. Willis
Scott Polar Research Institute, University of Cambridge, Cambridge, UK
Cooperative Institute for Research in Environmental Sciences,
University of Colorado Boulder, Boulder, Colorado, USA
Neil S. Arnold
Scott Polar Research Institute, University of Cambridge, Cambridge, UK
Viewed
Total article views: 6,773 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 20 Apr 2018)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
4,086 | 2,563 | 124 | 6,773 | 662 | 115 | 116 |
- HTML: 4,086
- PDF: 2,563
- XML: 124
- Total: 6,773
- Supplement: 662
- BibTeX: 115
- EndNote: 116
Total article views: 5,103 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 26 Sep 2018)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
3,238 | 1,747 | 118 | 5,103 | 441 | 112 | 109 |
- HTML: 3,238
- PDF: 1,747
- XML: 118
- Total: 5,103
- Supplement: 441
- BibTeX: 112
- EndNote: 109
Total article views: 1,670 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 20 Apr 2018)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
848 | 816 | 6 | 1,670 | 221 | 3 | 7 |
- HTML: 848
- PDF: 816
- XML: 6
- Total: 1,670
- Supplement: 221
- BibTeX: 3
- EndNote: 7
Viewed (geographical distribution)
Total article views: 6,773 (including HTML, PDF, and XML)
Thereof 6,114 with geography defined
and 659 with unknown origin.
Total article views: 5,103 (including HTML, PDF, and XML)
Thereof 4,607 with geography defined
and 496 with unknown origin.
Total article views: 1,670 (including HTML, PDF, and XML)
Thereof 1,507 with geography defined
and 163 with unknown origin.
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Cited
53 citations as recorded by crossref.
- Mapping thermokarst lakes and ponds across permafrost landscapes in the Headwater Area of Yellow River on northeastern Qinghai-Tibet Plateau R. Șerban et al. 10.1080/01431161.2020.1752954
- 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
- Pan-Greenland mapping of supraglacial rivers, lakes, and water-filled crevasses in a cool summer (2018) and a warm summer (2019) W. Zhang et al. 10.1016/j.rse.2023.113781
- Remote Sensing of Surface Melt on Antarctica: Opportunities and Challenges S. Husman et al. 10.1109/JSTARS.2022.3216953
- 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
- Multiple remotely sensed datasets and machine learning models to predict chlorophyll-a concentration in the Nakdong River, South Korea B. Lee et al. 10.1007/s11356-024-35005-y
- Supervised classification of slush and ponded water on Antarctic ice shelves using Landsat 8 imagery R. Dell et al. 10.1017/jog.2021.114
- 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
- Government, Premier Leader and Small Lakes’ People Vis-a-Vis Lake Governance B. Brillo 10.3390/socsci11040165
- Recent understanding of Antarctic supraglacial lakes using satellite remote sensing J. Arthur et al. 10.1177/0309133320916114
- 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
- Resolution enhancement of SMOS brightness temperatures: Application to melt detection on the Antarctic and Greenland ice sheets P. Zeiger et al. 10.1016/j.rse.2024.114469
- Off-peak NDVI correction to reconstruct Landsat time series for post-fire recovery in high-latitude forests C. Wang et al. 10.1016/j.jag.2022.102704
- A new model for supraglacial hydrology evolution and drainage for the Greenland Ice Sheet (SHED v1.0) P. Gantayat et al. 10.5194/gmd-16-5803-2023
- Evolution of supraglacial lakes on Sermeq Avannarleq glacier, Greenland using Google Earth Engine D. Zhu et al. 10.1016/j.ejrh.2022.101246
- Distribution and Evolution of Supraglacial Lakes in Greenland during the 2016–2018 Melt Seasons J. Hu et al. 10.3390/rs14010055
- Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery D. Zhu et al. 10.3390/rs15245726
- A Study on the Dynamic Effects and Ecological Stress of Eco-Environment in the Headwaters of the Yangtze River Based on Improved DeepLab V3+ Network C. Wang et al. 10.3390/rs14092225
- Greenland-wide inventory of ice marginal lakes using a multi-method approach P. How et al. 10.1038/s41598-021-83509-1
- 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 over Northeast Greenland Using Deep Learning Methods K. Lutz et al. 10.3390/rs15174360
- Controls on Water Storage and Drainage in Crevasses on the Greenland Ice Sheet T. Chudley et al. 10.1029/2021JF006287
- Current and Near-Term Earth-Observing Environmental Satellites, Their Missions, Characteristics, Instruments, and Applications S. Ustin & E. Middleton 10.3390/s24113488
- Seasonal evolution of supraglacial lakes and rivers on the southwest Greenland Ice Sheet K. Yang et al. 10.1017/jog.2021.10
- Antarctic Supraglacial Lake Detection Using Landsat 8 and Sentinel-2 Imagery: Towards Continental Generation of Lake Volumes M. Moussavi et al. 10.3390/rs12010134
- Lateral meltwater transfer across an Antarctic ice shelf R. Dell et al. 10.5194/tc-14-2313-2020
- Winter drainage of surface lakes on the Greenland Ice Sheet from Sentinel-1 SAR imagery C. Benedek & I. Willis 10.5194/tc-15-1587-2021
- Evaluation of satellite methods for estimating supraglacial lake depth in southwest Greenland L. Melling et al. 10.5194/tc-18-543-2024
- Over-winter persistence of supraglacial lakes on the Greenland Ice Sheet: results and insights from a new model R. Law et al. 10.1017/jog.2020.7
- Challenges in predicting Greenland supraglacial lake drainages at the regional scale K. Poinar & L. Andrews 10.5194/tc-15-1455-2021
- Leveraging Multi-Source Data and Digital Technology to Support the Monitoring of Localized Water Changes in the Mekong Region O. Polpanich et al. 10.3390/su14031739
- 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
- Global seasonal dynamics of inland open water and ice A. Pickens et al. 10.1016/j.rse.2022.112963
- Automated mucilage extraction index (AMEI): a novel spectral water index for identifying marine mucilage formations from Sentinel-2 imagery I. Colkesen et al. 10.1080/01431161.2022.2158049
- Perennial Supraglacial Lakes in Northeast Greenland Observed by Polarimetric SAR L. Schröder et al. 10.3390/rs12172798
- Contrasting regional variability of buried meltwater extent over 2 years across the Greenland Ice Sheet D. Dunmire et al. 10.5194/tc-15-2983-2021
- Response of supraglacial rivers and lakes to ice flow and surface melt on the northeast Greenland ice sheet during the 2017 melt season Y. Lu et al. 10.1016/j.jhydrol.2021.126750
- 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
- Detection of Antarctic Surface Meltwater Using Sentinel-2 Remote Sensing Images via U-Net With Attention Blocks: A Case Study Over the Amery Ice Shelf L. Niu et al. 10.1109/TGRS.2023.3275076
- Fully Automated Detection of Supraglacial Lake Area for Northeast Greenland Using Sentinel-2 Time-Series P. Hochreuther et al. 10.3390/rs13020205
- An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet D. Corr et al. 10.5194/essd-14-209-2022
- Monitoring Ice Phenology in Lake Wetlands Based on Optical Satellite Data: A Case Study of Wuliangsu Lake P. Huo et al. 10.3390/w14203307
- 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
- Supraglacial lake drainage at a fast-flowing Greenlandic outlet glacier T. Chudley et al. 10.1073/pnas.1913685116
- Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams Using Machine Learning M. Tom et al. 10.3390/rs12213555
- The Effect of Suspended Particulate Matter on the Supraglacial Lake Depth Retrieval from Optical Data L. Brodský et al. 10.3390/rs14235988
- Monitoring of the Rehabilitation of the Historic World War II US Air Force Base in Greenland T. Bouček et al. 10.3390/rs15174323
- Landsat- and Sentinel-derived glacial lake dataset in the China–Pakistan Economic Corridor from 1990 to 2020 M. Lesi et al. 10.5194/essd-14-5489-2022
- ICESat‐2 Meltwater Depth Estimates: Application to Surface Melt on Amery Ice Shelf, East Antarctica H. Fricker et al. 10.1029/2020GL090550
- Multi-sensor imaging of winter buried lakes in the Greenland Ice Sheet L. Zheng et al. 10.1016/j.rse.2023.113688
- Automatic Extraction of Supraglacial Lakes in Southwest Greenland during the 2014–2018 Melt Seasons Based on Convolutional Neural Network J. Yuan et al. 10.3390/w12030891
- Hydrological and Kinematic Precursors of the 2017 Calving Event at the Petermann Glacier in Greenland Observed from Multi-Source Remote Sensing Data D. Li et al. 10.3390/rs13040591
- 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
52 citations as recorded by crossref.
- Mapping thermokarst lakes and ponds across permafrost landscapes in the Headwater Area of Yellow River on northeastern Qinghai-Tibet Plateau R. Șerban et al. 10.1080/01431161.2020.1752954
- 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
- Pan-Greenland mapping of supraglacial rivers, lakes, and water-filled crevasses in a cool summer (2018) and a warm summer (2019) W. Zhang et al. 10.1016/j.rse.2023.113781
- Remote Sensing of Surface Melt on Antarctica: Opportunities and Challenges S. Husman et al. 10.1109/JSTARS.2022.3216953
- 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
- Multiple remotely sensed datasets and machine learning models to predict chlorophyll-a concentration in the Nakdong River, South Korea B. Lee et al. 10.1007/s11356-024-35005-y
- Supervised classification of slush and ponded water on Antarctic ice shelves using Landsat 8 imagery R. Dell et al. 10.1017/jog.2021.114
- 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
- Government, Premier Leader and Small Lakes’ People Vis-a-Vis Lake Governance B. Brillo 10.3390/socsci11040165
- Recent understanding of Antarctic supraglacial lakes using satellite remote sensing J. Arthur et al. 10.1177/0309133320916114
- 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
- Resolution enhancement of SMOS brightness temperatures: Application to melt detection on the Antarctic and Greenland ice sheets P. Zeiger et al. 10.1016/j.rse.2024.114469
- Off-peak NDVI correction to reconstruct Landsat time series for post-fire recovery in high-latitude forests C. Wang et al. 10.1016/j.jag.2022.102704
- A new model for supraglacial hydrology evolution and drainage for the Greenland Ice Sheet (SHED v1.0) P. Gantayat et al. 10.5194/gmd-16-5803-2023
- Evolution of supraglacial lakes on Sermeq Avannarleq glacier, Greenland using Google Earth Engine D. Zhu et al. 10.1016/j.ejrh.2022.101246
- Distribution and Evolution of Supraglacial Lakes in Greenland during the 2016–2018 Melt Seasons J. Hu et al. 10.3390/rs14010055
- Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery D. Zhu et al. 10.3390/rs15245726
- A Study on the Dynamic Effects and Ecological Stress of Eco-Environment in the Headwaters of the Yangtze River Based on Improved DeepLab V3+ Network C. Wang et al. 10.3390/rs14092225
- Greenland-wide inventory of ice marginal lakes using a multi-method approach P. How et al. 10.1038/s41598-021-83509-1
- 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 over Northeast Greenland Using Deep Learning Methods K. Lutz et al. 10.3390/rs15174360
- Controls on Water Storage and Drainage in Crevasses on the Greenland Ice Sheet T. Chudley et al. 10.1029/2021JF006287
- Current and Near-Term Earth-Observing Environmental Satellites, Their Missions, Characteristics, Instruments, and Applications S. Ustin & E. Middleton 10.3390/s24113488
- Seasonal evolution of supraglacial lakes and rivers on the southwest Greenland Ice Sheet K. Yang et al. 10.1017/jog.2021.10
- Antarctic Supraglacial Lake Detection Using Landsat 8 and Sentinel-2 Imagery: Towards Continental Generation of Lake Volumes M. Moussavi et al. 10.3390/rs12010134
- Lateral meltwater transfer across an Antarctic ice shelf R. Dell et al. 10.5194/tc-14-2313-2020
- Winter drainage of surface lakes on the Greenland Ice Sheet from Sentinel-1 SAR imagery C. Benedek & I. Willis 10.5194/tc-15-1587-2021
- Evaluation of satellite methods for estimating supraglacial lake depth in southwest Greenland L. Melling et al. 10.5194/tc-18-543-2024
- Over-winter persistence of supraglacial lakes on the Greenland Ice Sheet: results and insights from a new model R. Law et al. 10.1017/jog.2020.7
- Challenges in predicting Greenland supraglacial lake drainages at the regional scale K. Poinar & L. Andrews 10.5194/tc-15-1455-2021
- Leveraging Multi-Source Data and Digital Technology to Support the Monitoring of Localized Water Changes in the Mekong Region O. Polpanich et al. 10.3390/su14031739
- 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
- Global seasonal dynamics of inland open water and ice A. Pickens et al. 10.1016/j.rse.2022.112963
- Automated mucilage extraction index (AMEI): a novel spectral water index for identifying marine mucilage formations from Sentinel-2 imagery I. Colkesen et al. 10.1080/01431161.2022.2158049
- Perennial Supraglacial Lakes in Northeast Greenland Observed by Polarimetric SAR L. Schröder et al. 10.3390/rs12172798
- Contrasting regional variability of buried meltwater extent over 2 years across the Greenland Ice Sheet D. Dunmire et al. 10.5194/tc-15-2983-2021
- Response of supraglacial rivers and lakes to ice flow and surface melt on the northeast Greenland ice sheet during the 2017 melt season Y. Lu et al. 10.1016/j.jhydrol.2021.126750
- 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
- Detection of Antarctic Surface Meltwater Using Sentinel-2 Remote Sensing Images via U-Net With Attention Blocks: A Case Study Over the Amery Ice Shelf L. Niu et al. 10.1109/TGRS.2023.3275076
- Fully Automated Detection of Supraglacial Lake Area for Northeast Greenland Using Sentinel-2 Time-Series P. Hochreuther et al. 10.3390/rs13020205
- An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet D. Corr et al. 10.5194/essd-14-209-2022
- Monitoring Ice Phenology in Lake Wetlands Based on Optical Satellite Data: A Case Study of Wuliangsu Lake P. Huo et al. 10.3390/w14203307
- 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
- Supraglacial lake drainage at a fast-flowing Greenlandic outlet glacier T. Chudley et al. 10.1073/pnas.1913685116
- Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams Using Machine Learning M. Tom et al. 10.3390/rs12213555
- The Effect of Suspended Particulate Matter on the Supraglacial Lake Depth Retrieval from Optical Data L. Brodský et al. 10.3390/rs14235988
- Monitoring of the Rehabilitation of the Historic World War II US Air Force Base in Greenland T. Bouček et al. 10.3390/rs15174323
- Landsat- and Sentinel-derived glacial lake dataset in the China–Pakistan Economic Corridor from 1990 to 2020 M. Lesi et al. 10.5194/essd-14-5489-2022
- ICESat‐2 Meltwater Depth Estimates: Application to Surface Melt on Amery Ice Shelf, East Antarctica H. Fricker et al. 10.1029/2020GL090550
- Multi-sensor imaging of winter buried lakes in the Greenland Ice Sheet L. Zheng et al. 10.1016/j.rse.2023.113688
- Automatic Extraction of Supraglacial Lakes in Southwest Greenland during the 2014–2018 Melt Seasons Based on Convolutional Neural Network J. Yuan et al. 10.3390/w12030891
- Hydrological and Kinematic Precursors of the 2017 Calving Event at the Petermann Glacier in Greenland Observed from Multi-Source Remote Sensing Data D. Li et al. 10.3390/rs13040591
Latest update: 23 Nov 2024
Short summary
A new approach is presented for automatically monitoring changes to area and volume of surface lakes on the Greenland Ice Sheet using Landsat 8 and Sentinel-2 satellite data. The dual-satellite record improves on previous work since it tracks changes to more lakes (including small ones), identifies more lake-drainage events, and has higher precision. The results also show that small lakes are important in ice-sheet hydrology as they route more surface run-off into the ice sheet than large lakes.
A new approach is presented for automatically monitoring changes to area and volume of surface...