Articles | Volume 7, issue 6
https://doi.org/10.5194/tc-7-1659-2013
© Author(s) 2013. 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-7-1659-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
06 Nov 2013
Research article |
| 06 Nov 2013
Parameter and state estimation with a time-dependent adjoint marine ice sheet model
D. N. Goldberg
Earth, Atmospheric and Planetary Sciences, M.I.T., Cambridge, USA.
P. Heimbach
Earth, Atmospheric and Planetary Sciences, M.I.T., Cambridge, USA.
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59 citations as recorded by crossref.
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- Scalable and efficient algorithms for the propagation of uncertainty from data through inference to prediction for large-scale problems, with application to flow of the Antarctic ice sheet T. Isaac et al. 10.1016/j.jcp.2015.04.047
- Modelling seasonal meltwater forcing of the velocity of land-terminating margins of the Greenland Ice Sheet C. Koziol & N. Arnold 10.5194/tc-12-971-2018
- Optimal initial conditions for coupling ice sheet models to Earth system models M. Perego et al. 10.1002/2014JF003181
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- SICOPOLIS-AD v1: an open-source adjoint modeling framework for ice sheet simulation enabled by the algorithmic differentiation tool OpenAD L. Logan et al. 10.5194/gmd-13-1845-2020
- Inversion of a Stokes glacier flow model emulated by deep learning G. Jouvet 10.1017/jog.2022.41
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- Projections of Future Sea Level Contributions from the Greenland and Antarctic Ice Sheets: Challenges Beyond Dynamical Ice Sheet Modeling S. Nowicki & H. Seroussi 10.5670/oceanog.2018.216
- Reconciling ice dynamics and bed topography with a versatile and fast ice thickness inversion T. Frank et al. 10.5194/tc-17-4021-2023
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- The West Antarctic Ice Sheet may not be vulnerable to marine ice cliff instability during the 21st century M. Morlighem et al. 10.1126/sciadv.ado7794
- Mass balance of the ice sheets and glaciers – Progress since AR5 and challenges E. Hanna et al. 10.1016/j.earscirev.2019.102976
- Can Seismic Observations of Bed Conditions on Ice Streams Help Constrain Parameters in Ice Flow Models? T. Kyrke‐Smith et al. 10.1002/2017JF004373
- Application of interpolation methodology with dynamical constraint to the suspended particulate matter in the Liaodong Bay H. Geng et al. 10.3389/fmars.2022.1011347
- Committed retreat of Smith, Pope, and Kohler Glaciers over the next 30 years inferred by transient model calibration D. Goldberg et al. 10.5194/tc-9-2429-2015
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- The influence of subglacial lake discharge on Thwaites Glacier ice-shelf melting and grounding-line retreat N. Gourmelen et al. 10.1038/s41467-025-57417-1
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- Understanding of Contemporary Regional Sea‐Level Change and the Implications for the Future B. Hamlington et al. 10.1029/2019RG000672
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- Source-to-source adjoint Algorithmic Differentiation of an ice sheet model written in C L. Hascoët & M. Morlighem 10.1080/10556788.2017.1396600
- In the Quest of a Parametric Relation Between Ice Sheet Model Inferred Weertman's Sliding‐Law Parameter and Airborne Radar‐Derived Basal Reflectivity Underneath Thwaites Glacier, Antarctica I. Das et al. 10.1029/2022GL098910
- MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade S. Gaikwad et al. 10.1016/j.future.2024.107512
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- Results of the third Marine Ice Sheet Model Intercomparison Project (MISMIP+) S. Cornford et al. 10.5194/tc-14-2283-2020
- How Accurately Should We Model Ice Shelf Melt Rates? D. Goldberg et al. 10.1029/2018GL080383
- The Potential of the Ensemble Kalman Filter to Improve Glacier Modeling L. Knudsen et al. 10.1007/s44007-024-00116-y
- Representing grounding line migration in synchronous coupling between a marine ice sheet model and a z-coordinate ocean model D. Goldberg et al. 10.1016/j.ocemod.2018.03.005
- Albany/FELIX: a parallel, scalable and robust, finite element, first-order Stokes approximation ice sheet solver built for advanced analysis I. Tezaur et al. 10.5194/gmd-8-1197-2015
- Design and results of the ice sheet model initialisation experiments initMIP-Greenland: an ISMIP6 intercomparison H. Goelzer et al. 10.5194/tc-12-1433-2018
- Incorporating modelled subglacial hydrology into inversions for basal drag C. Koziol & N. Arnold 10.5194/tc-11-2783-2017
- Relevance of Detail in Basal Topography for Basal Slipperiness Inversions: A Case Study on Pine Island Glacier, Antarctica T. Kyrke-Smith et al. 10.3389/feart.2018.00033
- Universal differential equations for glacier ice flow modelling J. Bolibar et al. 10.5194/gmd-16-6671-2023
- Flow speed within the Antarctic ice sheet and its controls inferred from satellite observations R. Arthern et al. 10.1002/2014JF003239
58 citations as recorded by crossref.
- Comparison of adjoint and nudging methods to initialise ice sheet model basal conditions C. Mosbeux et al. 10.5194/gmd-9-2549-2016
- The transferability of adjoint inversion products between different ice flow models J. Barnes et al. 10.5194/tc-15-1975-2021
- Drivers of Change of Thwaites Glacier, West Antarctica, Between 1995 and 2015 T. dos Santos et al. 10.1029/2021GL093102
- A new approach to inferring basal drag and ice rheology in ice streams, with applications to West Antarctic Ice Streams M. Ranganathan et al. 10.1017/jog.2020.95
- Impact of time-dependent data assimilation on ice flow model initialization and projections: a case study of Kjer Glacier, Greenland Y. Choi et al. 10.5194/tc-17-5499-2023
- An optimized treatment for algorithmic differentiation of an important glaciological fixed-point problem D. Goldberg et al. 10.5194/gmd-9-1891-2016
- The demise of the world's largest piedmont glacier: a probabilistic forecast D. Brinkerhoff et al. 10.5194/tc-19-2321-2025
- Scalable and efficient algorithms for the propagation of uncertainty from data through inference to prediction for large-scale problems, with application to flow of the Antarctic ice sheet T. Isaac et al. 10.1016/j.jcp.2015.04.047
- Modelling seasonal meltwater forcing of the velocity of land-terminating margins of the Greenland Ice Sheet C. Koziol & N. Arnold 10.5194/tc-12-971-2018
- Optimal initial conditions for coupling ice sheet models to Earth system models M. Perego et al. 10.1002/2014JF003181
- Biases in ice sheet models from missing noise-induced drift A. Robel et al. 10.5194/tc-18-2613-2024
- Western Greenland ice sheet retreat history reveals elevated precipitation during the Holocene thermal maximum J. Downs et al. 10.5194/tc-14-1121-2020
- SICOPOLIS-AD v1: an open-source adjoint modeling framework for ice sheet simulation enabled by the algorithmic differentiation tool OpenAD L. Logan et al. 10.5194/gmd-13-1845-2020
- Inversion of a Stokes glacier flow model emulated by deep learning G. Jouvet 10.1017/jog.2022.41
- A framework for time-dependent ice sheet uncertainty quantification, applied to three West Antarctic ice streams B. Recinos et al. 10.5194/tc-17-4241-2023
- Projections of Future Sea Level Contributions from the Greenland and Antarctic Ice Sheets: Challenges Beyond Dynamical Ice Sheet Modeling S. Nowicki & H. Seroussi 10.5670/oceanog.2018.216
- Reconciling ice dynamics and bed topography with a versatile and fast ice thickness inversion T. Frank et al. 10.5194/tc-17-4021-2023
- Inferred basal friction and surface mass balance of the Northeast Greenland Ice Stream using data assimilation of ICESat (Ice Cloud and land Elevation Satellite) surface altimetry and ISSM (Ice Sheet System Model) E. Larour et al. 10.5194/tc-8-2335-2014
- The Non‐Local Impacts of Antarctic Subglacial Runoff D. Goldberg et al. 10.1029/2023JC019823
- Bathymetric Influences on Antarctic Ice‐Shelf Melt Rates D. Goldberg et al. 10.1029/2020JC016370
- The West Antarctic Ice Sheet may not be vulnerable to marine ice cliff instability during the 21st century M. Morlighem et al. 10.1126/sciadv.ado7794
- Mass balance of the ice sheets and glaciers – Progress since AR5 and challenges E. Hanna et al. 10.1016/j.earscirev.2019.102976
- Can Seismic Observations of Bed Conditions on Ice Streams Help Constrain Parameters in Ice Flow Models? T. Kyrke‐Smith et al. 10.1002/2017JF004373
- Application of interpolation methodology with dynamical constraint to the suspended particulate matter in the Liaodong Bay H. Geng et al. 10.3389/fmars.2022.1011347
- Committed retreat of Smith, Pope, and Kohler Glaciers over the next 30 years inferred by transient model calibration D. Goldberg et al. 10.5194/tc-9-2429-2015
- Mapping the Sensitivity of the Amundsen Sea Embayment to Changes in External Forcings Using Automatic Differentiation M. Morlighem et al. 10.1029/2021GL095440
- What Determines the Shape of a Pine‐Island‐Like Ice Shelf? Y. Nakayama et al. 10.1029/2022GL101272
- The influence of subglacial lake discharge on Thwaites Glacier ice-shelf melting and grounding-line retreat N. Gourmelen et al. 10.1038/s41467-025-57417-1
- Automated Calculation of Higher Order Partial Differential Equation Constrained Derivative Information J. Maddison et al. 10.1137/18M1209465
- Feasibility of improving a priori regional climate model estimates of Greenland ice sheet surface mass loss through assimilation of measured ice surface temperatures M. Navari et al. 10.5194/tc-10-103-2016
- The Response of Ice Sheets to Climate Variability K. Snow et al. 10.1002/2017GL075745
- The Relative Impacts of Initialization and Climate Forcing in Coupled Ice Sheet‐Ocean Modeling: Application to Pope, Smith, and Kohler Glaciers D. Goldberg & P. Holland 10.1029/2021JF006570
- The case for a Framework for UnderStanding Ice-Ocean iNteractions (FUSION) in the Antarctic-Southern Ocean system F. McCormack et al. 10.1525/elementa.2024.00036
- Understanding of Contemporary Regional Sea‐Level Change and the Implications for the Future B. Hamlington et al. 10.1029/2019RG000672
- Retrieving compressive sea ice strength in the Beaufort Sea using the inverse visco-plastic model G. Panteleev et al. 10.1016/j.polar.2024.101107
- Coupled ice–ocean interactions during future retreat of West Antarctic ice streams in the Amundsen Sea sector D. Bett et al. 10.5194/tc-18-2653-2024
- ECCO version 4: an integrated framework for non-linear inverse modeling and global ocean state estimation G. Forget et al. 10.5194/gmd-8-3071-2015
- An approach to computing discrete adjoints for MPI-parallelized models applied to Ice Sheet System Model 4.11 E. Larour et al. 10.5194/gmd-9-3907-2016
- Progress in Numerical Modeling of Antarctic Ice-Sheet Dynamics F. Pattyn et al. 10.1007/s40641-017-0069-7
- Ocean‐Forced Ice‐Shelf Thinning in a Synchronously Coupled Ice‐Ocean Model J. Jordan et al. 10.1002/2017JC013251
- Source-to-source adjoint Algorithmic Differentiation of an ice sheet model written in C L. Hascoët & M. Morlighem 10.1080/10556788.2017.1396600
- In the Quest of a Parametric Relation Between Ice Sheet Model Inferred Weertman's Sliding‐Law Parameter and Airborne Radar‐Derived Basal Reflectivity Underneath Thwaites Glacier, Antarctica I. Das et al. 10.1029/2022GL098910
- MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade S. Gaikwad et al. 10.1016/j.future.2024.107512
- Adjoint accuracy for the full Stokes ice flow model: limits to the transmission of basal friction variability to the surface N. Martin & J. Monnier 10.5194/tc-8-721-2014
- Simulating surface height and terminus position for marine outlet glaciers using a level set method with data assimilation M. Hossain et al. 10.1016/j.jcp.2022.111766
- Recent Progress in Greenland Ice Sheet Modelling H. Goelzer et al. 10.1007/s40641-017-0073-y
- Variational inference at glacier scale D. Brinkerhoff 10.1016/j.jcp.2022.111095
- Parameter optimization in sea ice models with elastic–viscoplastic rheology G. Panteleev et al. 10.5194/tc-14-4427-2020
- Assimilation of surface observations in a transient marine ice sheet model using an ensemble Kalman filter F. Gillet-Chaulet 10.5194/tc-14-811-2020
- Results of the third Marine Ice Sheet Model Intercomparison Project (MISMIP+) S. Cornford et al. 10.5194/tc-14-2283-2020
- How Accurately Should We Model Ice Shelf Melt Rates? D. Goldberg et al. 10.1029/2018GL080383
- The Potential of the Ensemble Kalman Filter to Improve Glacier Modeling L. Knudsen et al. 10.1007/s44007-024-00116-y
- Representing grounding line migration in synchronous coupling between a marine ice sheet model and a z-coordinate ocean model D. Goldberg et al. 10.1016/j.ocemod.2018.03.005
- Albany/FELIX: a parallel, scalable and robust, finite element, first-order Stokes approximation ice sheet solver built for advanced analysis I. Tezaur et al. 10.5194/gmd-8-1197-2015
- Design and results of the ice sheet model initialisation experiments initMIP-Greenland: an ISMIP6 intercomparison H. Goelzer et al. 10.5194/tc-12-1433-2018
- Incorporating modelled subglacial hydrology into inversions for basal drag C. Koziol & N. Arnold 10.5194/tc-11-2783-2017
- Relevance of Detail in Basal Topography for Basal Slipperiness Inversions: A Case Study on Pine Island Glacier, Antarctica T. Kyrke-Smith et al. 10.3389/feart.2018.00033
- Universal differential equations for glacier ice flow modelling J. Bolibar et al. 10.5194/gmd-16-6671-2023
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