Probabilistic assessment of the impact of uncertainty in Antarctic viscoelastic properties on 5000-yr future Antarctic projections performed with the f.ETISh model
We perform simulations of the Antarctic ice sheet over a time span of 5000 years, starting from present-day geometry, under the four extended RCP scenarios (Golledge et al., 2015) with the "fast Elementary Thermomechanical Ice Sheet" model (f.ETISh; Pattyn et al., 2017) v1.4. All simulatio...
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ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.911805 2024-10-13T14:01:28+00:00 Probabilistic assessment of the impact of uncertainty in Antarctic viscoelastic properties on 5000-yr future Antarctic projections performed with the f.ETISh model Coulon, Violaine Bulthuis, Kevin Sun, Sainan Haubner, Konstanze Pattyn, Frank LATITUDE: -90.000000 * LONGITUDE: 0.000000 2020 text/tab-separated-values, 56 data points https://doi.pangaea.de/10.1594/PANGAEA.911805 https://doi.org/10.1594/PANGAEA.911805 en eng PANGAEA Coulon, Violaine; Bulthuis, Kevin; Sun, Sainan; Haubner, Konstanze; Pattyn, Frank (accepted): Contrasting response of West and East Antarctic ice sheets to Glacial Isostatic Adjustment. Journal of Geophysical Research-Earth Surface, https://doi.org/10.1029/2020JF006003 Golledge, Nicholas R; Kowalewski, D E; Naish, Tim R; Levy, Richard H; Fogwill, Chris J; Gasson, Edward G W (2015): The multi-millennial Antarctic commitment to future sea-level rise. Nature, 526(7573), 421-425, https://doi.org/10.1038/nature15706 Le Meur, Emmanuel; Huybrechts, Philippe (1996): A comparison of different ways of dealing with isostasy: examples from modelling the Antarctic ice sheet during the last glacial cycle. Annals of Glaciology, 23, 309-317, hdl:10013/epic.12717.d001 Pattyn, Frank (2017): Sea-level response to melting of Antarctic ice shelves on multi-centennial timescales with the fast Elementary Thermomechanical Ice Sheet model (f.ETISh v1.0). The Cryosphere, 11(4), 1851-1878, https://doi.org/10.5194/tc-11-1851-2017 https://doi.pangaea.de/10.1594/PANGAEA.911805 https://doi.org/10.1594/PANGAEA.911805 CC-BY-4.0: Creative Commons Attribution 4.0 International Access constraints: unrestricted info:eu-repo/semantics/openAccess Antarctic ice-sheet Binary Object Binary Object (File Size) Binary Object (Media Type) File content glacial isostatic adjustment Ice-sheet modelling pan-Antarctica dataset 2020 ftpangaea https://doi.org/10.1594/PANGAEA.91180510.1029/2020JF00600310.1038/nature1570610.5194/tc-11-1851-2017 2024-10-02T00:42:44Z We perform simulations of the Antarctic ice sheet over a time span of 5000 years, starting from present-day geometry, under the four extended RCP scenarios (Golledge et al., 2015) with the "fast Elementary Thermomechanical Ice Sheet" model (f.ETISh; Pattyn et al., 2017) v1.4. All simulations are performed at a spatial resolution of 25 km. We perform a probabilistic assessment of the impact of uncertainties in Antarctic solid Earth rheological properties on the response of the Antarctic ice sheet for each RCP scenario. We consider four ELRA parameters (D_W, D_E, tau_W, tau_E) to be uncertain parameters and we assume the (prior) marginal probability distributions to follow log-uniform distributions. We determine probabilistic projections of the grounded-ice volume (Vg) as well as marginal probabilities of being ungrounded and Sobol sensitivity indices using Monte carlo estimation with 2000 samples. Each Monte carlo sample can be interpreted as a plausible solid Earth configuration for Antarctica, randomly sampled within the ELRA parameter space. For each of the 2000 Monte Carlo samples, we estimate the change in grounded-ice volume using the f.ETISh model and we determine the median values and quantiles of the projections as the sample medians and quantiles. Here, we provide time series (data every year) of the Antarctic grounded-ice volume for the ensemble of 2000 Monte Carlo simulations under RCP 2.6, 4.5, 6.0 and 8.5. These time series can be compared with those produced with the NOGIA (forced run without bedrock and sea-level adjustments) and UNIBED (ELRA model with fixed uniform parameters) experiments. We also provide gridded masks that define the limit of grounded ice in Antarctica at 7000 CE for the ensemble of 2000 Monte Carlo simulations under all RCP scenarios. Dataset Annals of Glaciology Antarc* Antarctic Antarctica Ice Sheet The Cryosphere PANGAEA - Data Publisher for Earth & Environmental Science Antarctic The Antarctic ENVELOPE(0.000000,0.000000,-90.000000,-90.000000) |
institution |
Open Polar |
collection |
PANGAEA - Data Publisher for Earth & Environmental Science |
op_collection_id |
ftpangaea |
language |
English |
topic |
Antarctic ice-sheet Binary Object Binary Object (File Size) Binary Object (Media Type) File content glacial isostatic adjustment Ice-sheet modelling pan-Antarctica |
spellingShingle |
Antarctic ice-sheet Binary Object Binary Object (File Size) Binary Object (Media Type) File content glacial isostatic adjustment Ice-sheet modelling pan-Antarctica Coulon, Violaine Bulthuis, Kevin Sun, Sainan Haubner, Konstanze Pattyn, Frank Probabilistic assessment of the impact of uncertainty in Antarctic viscoelastic properties on 5000-yr future Antarctic projections performed with the f.ETISh model |
topic_facet |
Antarctic ice-sheet Binary Object Binary Object (File Size) Binary Object (Media Type) File content glacial isostatic adjustment Ice-sheet modelling pan-Antarctica |
description |
We perform simulations of the Antarctic ice sheet over a time span of 5000 years, starting from present-day geometry, under the four extended RCP scenarios (Golledge et al., 2015) with the "fast Elementary Thermomechanical Ice Sheet" model (f.ETISh; Pattyn et al., 2017) v1.4. All simulations are performed at a spatial resolution of 25 km. We perform a probabilistic assessment of the impact of uncertainties in Antarctic solid Earth rheological properties on the response of the Antarctic ice sheet for each RCP scenario. We consider four ELRA parameters (D_W, D_E, tau_W, tau_E) to be uncertain parameters and we assume the (prior) marginal probability distributions to follow log-uniform distributions. We determine probabilistic projections of the grounded-ice volume (Vg) as well as marginal probabilities of being ungrounded and Sobol sensitivity indices using Monte carlo estimation with 2000 samples. Each Monte carlo sample can be interpreted as a plausible solid Earth configuration for Antarctica, randomly sampled within the ELRA parameter space. For each of the 2000 Monte Carlo samples, we estimate the change in grounded-ice volume using the f.ETISh model and we determine the median values and quantiles of the projections as the sample medians and quantiles. Here, we provide time series (data every year) of the Antarctic grounded-ice volume for the ensemble of 2000 Monte Carlo simulations under RCP 2.6, 4.5, 6.0 and 8.5. These time series can be compared with those produced with the NOGIA (forced run without bedrock and sea-level adjustments) and UNIBED (ELRA model with fixed uniform parameters) experiments. We also provide gridded masks that define the limit of grounded ice in Antarctica at 7000 CE for the ensemble of 2000 Monte Carlo simulations under all RCP scenarios. |
format |
Dataset |
author |
Coulon, Violaine Bulthuis, Kevin Sun, Sainan Haubner, Konstanze Pattyn, Frank |
author_facet |
Coulon, Violaine Bulthuis, Kevin Sun, Sainan Haubner, Konstanze Pattyn, Frank |
author_sort |
Coulon, Violaine |
title |
Probabilistic assessment of the impact of uncertainty in Antarctic viscoelastic properties on 5000-yr future Antarctic projections performed with the f.ETISh model |
title_short |
Probabilistic assessment of the impact of uncertainty in Antarctic viscoelastic properties on 5000-yr future Antarctic projections performed with the f.ETISh model |
title_full |
Probabilistic assessment of the impact of uncertainty in Antarctic viscoelastic properties on 5000-yr future Antarctic projections performed with the f.ETISh model |
title_fullStr |
Probabilistic assessment of the impact of uncertainty in Antarctic viscoelastic properties on 5000-yr future Antarctic projections performed with the f.ETISh model |
title_full_unstemmed |
Probabilistic assessment of the impact of uncertainty in Antarctic viscoelastic properties on 5000-yr future Antarctic projections performed with the f.ETISh model |
title_sort |
probabilistic assessment of the impact of uncertainty in antarctic viscoelastic properties on 5000-yr future antarctic projections performed with the f.etish model |
publisher |
PANGAEA |
publishDate |
2020 |
url |
https://doi.pangaea.de/10.1594/PANGAEA.911805 https://doi.org/10.1594/PANGAEA.911805 |
op_coverage |
LATITUDE: -90.000000 * LONGITUDE: 0.000000 |
long_lat |
ENVELOPE(0.000000,0.000000,-90.000000,-90.000000) |
geographic |
Antarctic The Antarctic |
geographic_facet |
Antarctic The Antarctic |
genre |
Annals of Glaciology Antarc* Antarctic Antarctica Ice Sheet The Cryosphere |
genre_facet |
Annals of Glaciology Antarc* Antarctic Antarctica Ice Sheet The Cryosphere |
op_relation |
Coulon, Violaine; Bulthuis, Kevin; Sun, Sainan; Haubner, Konstanze; Pattyn, Frank (accepted): Contrasting response of West and East Antarctic ice sheets to Glacial Isostatic Adjustment. Journal of Geophysical Research-Earth Surface, https://doi.org/10.1029/2020JF006003 Golledge, Nicholas R; Kowalewski, D E; Naish, Tim R; Levy, Richard H; Fogwill, Chris J; Gasson, Edward G W (2015): The multi-millennial Antarctic commitment to future sea-level rise. Nature, 526(7573), 421-425, https://doi.org/10.1038/nature15706 Le Meur, Emmanuel; Huybrechts, Philippe (1996): A comparison of different ways of dealing with isostasy: examples from modelling the Antarctic ice sheet during the last glacial cycle. Annals of Glaciology, 23, 309-317, hdl:10013/epic.12717.d001 Pattyn, Frank (2017): Sea-level response to melting of Antarctic ice shelves on multi-centennial timescales with the fast Elementary Thermomechanical Ice Sheet model (f.ETISh v1.0). The Cryosphere, 11(4), 1851-1878, https://doi.org/10.5194/tc-11-1851-2017 https://doi.pangaea.de/10.1594/PANGAEA.911805 https://doi.org/10.1594/PANGAEA.911805 |
op_rights |
CC-BY-4.0: Creative Commons Attribution 4.0 International Access constraints: unrestricted info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.1594/PANGAEA.91180510.1029/2020JF00600310.1038/nature1570610.5194/tc-11-1851-2017 |
_version_ |
1812810994205851648 |