Articles | Volume 12, issue 12
https://doi.org/10.5194/tc-12-3747-2018
© 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-12-3747-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
30 Nov 2018
Research article |
| 30 Nov 2018
| 30 Nov 2018
The potential of sea ice leads as a predictor for summer Arctic sea ice extent
Yuanyuan Zhang
College of Global Change and Earth System Science, and State Key
Laboratory of Remote Sensing Science, Beijing Normal University, Beijing 100875, China
Joint Center for Global Change Studies (JCGCS), Beijing 100875, China
University Corporation for Polar Research, Beijing 100875, China
College of Global Change and Earth System Science, and State Key
Laboratory of Remote Sensing Science, Beijing Normal University, Beijing 100875, China
Joint Center for Global Change Studies (JCGCS), Beijing 100875, China
University Corporation for Polar Research, Beijing 100875, China
Jiping Liu
Department of Atmospheric and Environmental Sciences, University at
Albany, State University of New York, Albany, NY 12222, USA
Fengming Hui
College of Global Change and Earth System Science, and State Key
Laboratory of Remote Sensing Science, Beijing Normal University, Beijing 100875, China
Joint Center for Global Change Studies (JCGCS), Beijing 100875, China
University Corporation for Polar Research, Beijing 100875, China
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Cited
25 citations as recorded by crossref.
- A Stacking Approach for Arctic Sea Ice Lead Classification (SALC) via Sentinel-1 SAR Imagery X. Zhao et al. https://doi.org/10.1109/TGRS.2025.3568031
- Driving Mechanisms of an Extreme Winter Sea Ice Breakup Event in the Beaufort Sea J. Rheinlænder et al. https://doi.org/10.1029/2022GL099024
- Microphysical properties and light absorption enhancement of refractory black carbon aerosols in the central Arctic marine boundary layer: role of warm airmass intrusions on mixing state B. Arun et al. https://doi.org/10.5194/acp-26-7287-2026
- The Arctic Amplification and Its Impact: A Synthesis through Satellite Observations I. Esau et al. https://doi.org/10.3390/rs15051354
- TPFMNet: A Probabilistic U-Net With Triple-Path Fusion Module for Spatially Adaptive Uncertainty in Year-Round Arctic Sea Ice Forecasting M. Wang et al. https://doi.org/10.1109/TGRS.2026.3708289
- Estimation of Sea Ice Production in the North Water Polynya Based on Ice Arch Duration in Winter During 2006–2019 H. Ren et al. https://doi.org/10.1029/2022JC018764
- Arctic sea ice mass balance in a new coupled ice–ocean model using a brittle rheology framework G. Boutin et al. https://doi.org/10.5194/tc-17-617-2023
- Delay in Arctic Sea Ice Freeze-Up Linked to Early Summer Sea Ice Loss: Evidence from Satellite Observations L. Zheng et al. https://doi.org/10.3390/rs13112162
- Towards reliable Arctic sea ice prediction using multivariate data assimilation J. Liu et al. https://doi.org/10.1016/j.scib.2018.11.018
- Arctic Sea Ice and Open Water Classification From Spaceborne Fully Polarimetric Synthetic Aperture Radar Y. Lu et al. https://doi.org/10.1109/TGRS.2023.3266158
- Overview of the studies on the interactions between atmosphere, sea ice, and ocean in the Arctic Ocean and its climatic effects: contributions from Chinese scientists R. Lei et al. https://doi.org/10.1007/s13131-025-2466-4
- Winter atmospheric boundary layer observations over sea ice in the coastal zone of the Bay of Bothnia (Baltic Sea) M. Wenta et al. https://doi.org/10.5194/essd-13-33-2021
- Patterns of wintertime Arctic sea-ice leads and their relation to winds and ocean currents S. Willmes et al. https://doi.org/10.5194/tc-17-3291-2023
- Spaceborne thermal infrared observations of Arctic sea ice leads at 30 m resolution Y. Qiu et al. https://doi.org/10.5194/tc-17-2829-2023
- Distribution Characteristics and Influencing Factors of Sea Ice Leads in the Weddell Sea, Antarctica Y. Wang et al. https://doi.org/10.3390/rs15235568
- Using a skillful statistical model to predict September sea ice covering Arctic shipping routes S. Li et al. https://doi.org/10.1007/s13131-020-1595-z
- Statistical modeling of sea ice concentration in the northwest region of the Antarctic Peninsula F. Hillebrand et al. https://doi.org/10.1007/s10661-021-08843-3
- Characterization of north Greenland polynyas with super-resolved passive microwave sea ice concentration X. Liu et al. https://doi.org/10.1080/15481603.2023.2300222
- Distinct Role of a Spring Atmospheric Circulation Mode in the Arctic Sea Ice Decline in Summer H. Bi et al. https://doi.org/10.1029/2022JD037477
- The importance of the sea ice marginal zone for the surface turbulent heat fluxes in Arctic on the basis of NCEP CFSR reanalysis J. Selivanova et al. https://doi.org/10.2205/2020ES000744
- High-resolution Arctic sea ice lead variations during wintertime (2016–2023) from SAR observations S. Chen et al. https://doi.org/10.1016/j.accre.2025.08.006
- Arctic Wintertime Sea Ice Lead Detection From Sentinel-1 SAR Images S. Chen et al. https://doi.org/10.1109/TGRS.2024.3444045
- Spring leads in the Beaufort Sea and its interannual trend using Terra/MODIS thermal imagery M. Qu et al. https://doi.org/10.1016/j.rse.2021.112342
- Estimating subpixel turbulent heat flux over leads from MODIS thermal infrared imagery with deep learning Z. Yin et al. https://doi.org/10.5194/tc-15-2835-2021
- Assimilation of radar freeboard and snow altimetry observations in the Arctic and Antarctic with a coupled ocean/sea ice modelling system A. Chenal et al. https://doi.org/10.5194/tc-20-369-2026
25 citations as recorded by crossref.
- A Stacking Approach for Arctic Sea Ice Lead Classification (SALC) via Sentinel-1 SAR Imagery X. Zhao et al. https://doi.org/10.1109/TGRS.2025.3568031
- Driving Mechanisms of an Extreme Winter Sea Ice Breakup Event in the Beaufort Sea J. Rheinlænder et al. https://doi.org/10.1029/2022GL099024
- Microphysical properties and light absorption enhancement of refractory black carbon aerosols in the central Arctic marine boundary layer: role of warm airmass intrusions on mixing state B. Arun et al. https://doi.org/10.5194/acp-26-7287-2026
- The Arctic Amplification and Its Impact: A Synthesis through Satellite Observations I. Esau et al. https://doi.org/10.3390/rs15051354
- TPFMNet: A Probabilistic U-Net With Triple-Path Fusion Module for Spatially Adaptive Uncertainty in Year-Round Arctic Sea Ice Forecasting M. Wang et al. https://doi.org/10.1109/TGRS.2026.3708289
- Estimation of Sea Ice Production in the North Water Polynya Based on Ice Arch Duration in Winter During 2006–2019 H. Ren et al. https://doi.org/10.1029/2022JC018764
- Arctic sea ice mass balance in a new coupled ice–ocean model using a brittle rheology framework G. Boutin et al. https://doi.org/10.5194/tc-17-617-2023
- Delay in Arctic Sea Ice Freeze-Up Linked to Early Summer Sea Ice Loss: Evidence from Satellite Observations L. Zheng et al. https://doi.org/10.3390/rs13112162
- Towards reliable Arctic sea ice prediction using multivariate data assimilation J. Liu et al. https://doi.org/10.1016/j.scib.2018.11.018
- Arctic Sea Ice and Open Water Classification From Spaceborne Fully Polarimetric Synthetic Aperture Radar Y. Lu et al. https://doi.org/10.1109/TGRS.2023.3266158
- Overview of the studies on the interactions between atmosphere, sea ice, and ocean in the Arctic Ocean and its climatic effects: contributions from Chinese scientists R. Lei et al. https://doi.org/10.1007/s13131-025-2466-4
- Winter atmospheric boundary layer observations over sea ice in the coastal zone of the Bay of Bothnia (Baltic Sea) M. Wenta et al. https://doi.org/10.5194/essd-13-33-2021
- Patterns of wintertime Arctic sea-ice leads and their relation to winds and ocean currents S. Willmes et al. https://doi.org/10.5194/tc-17-3291-2023
- Spaceborne thermal infrared observations of Arctic sea ice leads at 30 m resolution Y. Qiu et al. https://doi.org/10.5194/tc-17-2829-2023
- Distribution Characteristics and Influencing Factors of Sea Ice Leads in the Weddell Sea, Antarctica Y. Wang et al. https://doi.org/10.3390/rs15235568
- Using a skillful statistical model to predict September sea ice covering Arctic shipping routes S. Li et al. https://doi.org/10.1007/s13131-020-1595-z
- Statistical modeling of sea ice concentration in the northwest region of the Antarctic Peninsula F. Hillebrand et al. https://doi.org/10.1007/s10661-021-08843-3
- Characterization of north Greenland polynyas with super-resolved passive microwave sea ice concentration X. Liu et al. https://doi.org/10.1080/15481603.2023.2300222
- Distinct Role of a Spring Atmospheric Circulation Mode in the Arctic Sea Ice Decline in Summer H. Bi et al. https://doi.org/10.1029/2022JD037477
- The importance of the sea ice marginal zone for the surface turbulent heat fluxes in Arctic on the basis of NCEP CFSR reanalysis J. Selivanova et al. https://doi.org/10.2205/2020ES000744
- High-resolution Arctic sea ice lead variations during wintertime (2016–2023) from SAR observations S. Chen et al. https://doi.org/10.1016/j.accre.2025.08.006
- Arctic Wintertime Sea Ice Lead Detection From Sentinel-1 SAR Images S. Chen et al. https://doi.org/10.1109/TGRS.2024.3444045
- Spring leads in the Beaufort Sea and its interannual trend using Terra/MODIS thermal imagery M. Qu et al. https://doi.org/10.1016/j.rse.2021.112342
- Estimating subpixel turbulent heat flux over leads from MODIS thermal infrared imagery with deep learning Z. Yin et al. https://doi.org/10.5194/tc-15-2835-2021
- Assimilation of radar freeboard and snow altimetry observations in the Arctic and Antarctic with a coupled ocean/sea ice modelling system A. Chenal et al. https://doi.org/10.5194/tc-20-369-2026
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