Articles | Volume 7, issue 5
https://doi.org/10.5194/gmd-7-1933-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-7-1933-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Development and technical paper
| 
05 Sep 2014
Development and technical paper |
| 05 Sep 2014
Probabilistic calibration of a Greenland Ice Sheet model using spatially resolved synthetic observations: toward projections of ice mass loss with uncertainties
W. Chang
Department of Statistics, University of Chicago, Chicago, IL 60637, USA
P. J. Applegate
Earth and Environmental Systems Institute, Pennsylvania State University, University Park, PA 16802, USA
M. Haran
Department of Statistics, University of Chicago, Chicago, IL 60637, USA
K. Keller
Department of Geosciences, Pennsylvania State University, University Park, PA 16802, USA
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Cited
16 citations as recorded by crossref.
- Surrogate-based model parameter optimization in simulations of the West African monsoon M. Fischer et al. https://doi.org/10.5194/wcd-6-113-2025
- Calibrating an Ice Sheet Model Using High-Dimensional Binary Spatial Data W. Chang et al. https://doi.org/10.1080/01621459.2015.1108199
- Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet: comparison of simple and advanced statistical techniques D. Pollard et al. https://doi.org/10.5194/gmd-9-1697-2016
- An iterative process for efficient optimisation of parameters in geoscientific models: a demonstration using the Parallel Ice Sheet Model (PISM) version 0.7.3 S. Phipps et al. https://doi.org/10.5194/gmd-14-5107-2021
- The future of Upernavik Isstrøm through the ISMIP6 framework: sensitivity analysis and Bayesian calibration of ensemble prediction E. Jager et al. https://doi.org/10.5194/tc-18-5519-2024
- Improving ice sheet model calibration using paleoclimate and modern data W. Chang et al. https://doi.org/10.1214/16-AOAS979
- Amundsen Sea Embayment ice-sheet mass-loss predictions to 2050 calibrated using observations of velocity and elevation change S. Bevan et al. https://doi.org/10.1017/jog.2023.57
- Computationally efficient subglacial drainage modelling using Gaussian process emulators: GlaDS-GP v1.0 T. Hill et al. https://doi.org/10.5194/gmd-18-4045-2025
- Coupled ethical-epistemic analysis in teaching ethics N. Tuana https://doi.org/10.1145/2835957
- Statistical emulation of a perturbed basal melt ensemble of an ice sheet model to better quantify Antarctic sea level rise uncertainties M. Berdahl et al. https://doi.org/10.5194/tc-15-2683-2021
- Monthly Rainfall-Runoff Modeling at Watershed Scale: A Comparative Study of Data-Driven and Theory-Driven Approaches W. Chang & X. Chen https://doi.org/10.3390/w10091116
- How effective is albedo modification (solar radiation management geoengineering) in preventing sea-level rise from the Greenland Ice Sheet? P. Applegate & K. Keller https://doi.org/10.1088/1748-9326/10/8/084018
- Functional emulation of high resolution tsunami modelling over Cascadia S. Guillas et al. https://doi.org/10.1214/18-AOAS1142
- Atmospheric-methane source and sink sensitivity analysis using Gaussian process emulation A. Stell et al. https://doi.org/10.5194/acp-21-1717-2021
- Increasing temperature forcing reduces the Greenland Ice Sheet’s response time scale P. Applegate et al. https://doi.org/10.1007/s00382-014-2451-7
- Assessing Uncertainty in the Dynamical Ice Response to Ocean Warming in the Amundsen Sea Embayment, West Antarctica I. Nias et al. https://doi.org/10.1029/2019GL084941
16 citations as recorded by crossref.
- Surrogate-based model parameter optimization in simulations of the West African monsoon M. Fischer et al. https://doi.org/10.5194/wcd-6-113-2025
- Calibrating an Ice Sheet Model Using High-Dimensional Binary Spatial Data W. Chang et al. https://doi.org/10.1080/01621459.2015.1108199
- Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet: comparison of simple and advanced statistical techniques D. Pollard et al. https://doi.org/10.5194/gmd-9-1697-2016
- An iterative process for efficient optimisation of parameters in geoscientific models: a demonstration using the Parallel Ice Sheet Model (PISM) version 0.7.3 S. Phipps et al. https://doi.org/10.5194/gmd-14-5107-2021
- The future of Upernavik Isstrøm through the ISMIP6 framework: sensitivity analysis and Bayesian calibration of ensemble prediction E. Jager et al. https://doi.org/10.5194/tc-18-5519-2024
- Improving ice sheet model calibration using paleoclimate and modern data W. Chang et al. https://doi.org/10.1214/16-AOAS979
- Amundsen Sea Embayment ice-sheet mass-loss predictions to 2050 calibrated using observations of velocity and elevation change S. Bevan et al. https://doi.org/10.1017/jog.2023.57
- Computationally efficient subglacial drainage modelling using Gaussian process emulators: GlaDS-GP v1.0 T. Hill et al. https://doi.org/10.5194/gmd-18-4045-2025
- Coupled ethical-epistemic analysis in teaching ethics N. Tuana https://doi.org/10.1145/2835957
- Statistical emulation of a perturbed basal melt ensemble of an ice sheet model to better quantify Antarctic sea level rise uncertainties M. Berdahl et al. https://doi.org/10.5194/tc-15-2683-2021
- Monthly Rainfall-Runoff Modeling at Watershed Scale: A Comparative Study of Data-Driven and Theory-Driven Approaches W. Chang & X. Chen https://doi.org/10.3390/w10091116
- How effective is albedo modification (solar radiation management geoengineering) in preventing sea-level rise from the Greenland Ice Sheet? P. Applegate & K. Keller https://doi.org/10.1088/1748-9326/10/8/084018
- Functional emulation of high resolution tsunami modelling over Cascadia S. Guillas et al. https://doi.org/10.1214/18-AOAS1142
- Atmospheric-methane source and sink sensitivity analysis using Gaussian process emulation A. Stell et al. https://doi.org/10.5194/acp-21-1717-2021
- Increasing temperature forcing reduces the Greenland Ice Sheet’s response time scale P. Applegate et al. https://doi.org/10.1007/s00382-014-2451-7
- Assessing Uncertainty in the Dynamical Ice Response to Ocean Warming in the Amundsen Sea Embayment, West Antarctica I. Nias et al. https://doi.org/10.1029/2019GL084941
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