Resolving Antarctic ice mass TrEndS (RATES)
Lead Research Organisation:
University of Bristol
Department Name: Geographical Sciences
Abstract
The Antarctic ice sheet is the largest on the planet by a factor 10. It holds enough ice to raise global sea level by ~65 m. Small changes in the balance between losses and gains (the mass balance) can have, therefore, profound implications for sea level, ocean circulation and our understanding of the stability of the ice mass. Local variations in mass balance may be driven by short or long term changes in ice dynamics that may or may not be related to recent climatic change. They may also be due to trends in snowfall. There is now a general consensus that the ice sheet is losing mass but the range of estimates and uncertainties are still, in most cases, larger than the signal. To solve the open question of what the time evolving mass change is, we propose combining satellite observations, climate modelling and physical constraints to solve for the independent and uncorrelated errors that have hampered previous approaches.
Sea level rise (SLR) since 1992 has averaged around 3.2 mm/yr, ~ twice the mean for the 20th Century. The cause is uncertain, but it is clear that a significant component is due to increased losses from both Greenland and Antarctica. Recent advances in regional climate modelling and analysis of gravity anomalies from the GRACE satellites have greatly improved our knowledge of both the magnitude and origin of mass losses from Greenland. Unfortunately, this is not the case for Antarctica for a range of reasons. The aim of this project is to address this shortcoming using a similar, but more comprehensive, approach to the one we used to improve our understanding of changes in Greenland. To do this, we must employ additional data and methods because i) the uncertainty in post glacial rebound for the West Antarctic Ice Sheet , in particular, is of a similar magnitude to the signal (unlike Greenland), ii) errors in observed and modelled variables are generally larger because of the paucity of in-situ data sets in, and around, Antarctica, and iii) observations in time and space are poorer for most of the ice sheet and, in particular, the areas showing the greatest change.
Sea level rise (SLR) since 1992 has averaged around 3.2 mm/yr, ~ twice the mean for the 20th Century. The cause is uncertain, but it is clear that a significant component is due to increased losses from both Greenland and Antarctica. Recent advances in regional climate modelling and analysis of gravity anomalies from the GRACE satellites have greatly improved our knowledge of both the magnitude and origin of mass losses from Greenland. Unfortunately, this is not the case for Antarctica for a range of reasons. The aim of this project is to address this shortcoming using a similar, but more comprehensive, approach to the one we used to improve our understanding of changes in Greenland. To do this, we must employ additional data and methods because i) the uncertainty in post glacial rebound for the West Antarctic Ice Sheet , in particular, is of a similar magnitude to the signal (unlike Greenland), ii) errors in observed and modelled variables are generally larger because of the paucity of in-situ data sets in, and around, Antarctica, and iii) observations in time and space are poorer for most of the ice sheet and, in particular, the areas showing the greatest change.
Planned Impact
There are three broad categories of user groups who will benefit from the results and activities of the project in addition to scientists working directly on ice sheets and sea level rise. These are i) climate scientists, ii) the climate change policy community and iii) the general public, (including schools).
i) Climate scientists (outside of the field of research)
This community includes, for example, members of the IPCC AR5 team. We will regularly inform the coordinating lead authors for Chapter 4 (Observations: cryosphere), Chapter 5: (Information from Paleoclimate archives) and Chapter 13 (Sea Level Change) of progress and results from the project. JLB is a review editor for Ch 4 and will be attending the next author meetings in July 2011, April 2012 and Jan 2013. We are also intimately linked to the paleo sea level and GIA communities, through the PAGES programme PALSEA (http://eis.bris.ac.uk/~glyms/working_group.html) while MAK is Chair of an EU COST Action which involves leading groups in 20+ European countries working on the problem of improving models of GIA and its geodetic observation. He is also closely involved with the global POLENET community. These two networks allow him to ensure the results of the new bedrock surface velocity field are widely promoted, providing an invaluable dataset for forward and inverse modelling of GIA and constraining deglaciation history by other groups.
ii) Policy community.
We have direct links with the following organizations who have benefited from previous related research and who will benefit from this work. The list below is not meant to be exhaustive but to illustrate the type of beneficiary in this category with an indication of how they might benefit:
UK Met Office & DECC: coordinating the AVOID programme (a DECC/DEFRA funded project, http://www.avoid.uk.net/)
Public Interest Research Centre (http://www.pirc.info/) provides climate policy documents for the public and UNFCC.
Scientific Committee on Antarctic Research: coordinating role for Antarctic science.
UN Environment Programme: provides information about climate change and sea level rise to general public and educational establishments.
European Environment Agency: delivers policy information to the EC and member states.
These and other organisations will benefit from this project through gaining a clear understanding of how, and to what extent, the Antarctic ice sheet has contributed to sea level over the last two decades, the limitations in our current understanding, the implications of our findings and recommendations for future foci related to this topic. We have provide similar information to most of these organizations in the past and have good links. We will send them regular updates during the project, the final Project Report and invite them to attend the end of project workshop. Past experience indicates that this category of end user has greatly benefited from a strong interaction and involvement with the experts doing the work.
iii) The general public. Antarctic research has huge potential for capturing the public imagination and engaging students at both primary and secondary level in issues related to climate change, environmental policy, glaciology and polar processes. We know this from first hand experience. JLB and MAT currently undertake talks to local schools and will continue to do this for this project. As a RCUK Academic Fellow MAK is funded to undertake schools outreach, e.g., lecturing 6th form students at Emmanuel College, Gateshead, on sea level change. JLB was until recently head of undergraduate admissions for Geography at UoB and, in this capacity, developed a number of widening participation activities which he is still involved with.
i) Climate scientists (outside of the field of research)
This community includes, for example, members of the IPCC AR5 team. We will regularly inform the coordinating lead authors for Chapter 4 (Observations: cryosphere), Chapter 5: (Information from Paleoclimate archives) and Chapter 13 (Sea Level Change) of progress and results from the project. JLB is a review editor for Ch 4 and will be attending the next author meetings in July 2011, April 2012 and Jan 2013. We are also intimately linked to the paleo sea level and GIA communities, through the PAGES programme PALSEA (http://eis.bris.ac.uk/~glyms/working_group.html) while MAK is Chair of an EU COST Action which involves leading groups in 20+ European countries working on the problem of improving models of GIA and its geodetic observation. He is also closely involved with the global POLENET community. These two networks allow him to ensure the results of the new bedrock surface velocity field are widely promoted, providing an invaluable dataset for forward and inverse modelling of GIA and constraining deglaciation history by other groups.
ii) Policy community.
We have direct links with the following organizations who have benefited from previous related research and who will benefit from this work. The list below is not meant to be exhaustive but to illustrate the type of beneficiary in this category with an indication of how they might benefit:
UK Met Office & DECC: coordinating the AVOID programme (a DECC/DEFRA funded project, http://www.avoid.uk.net/)
Public Interest Research Centre (http://www.pirc.info/) provides climate policy documents for the public and UNFCC.
Scientific Committee on Antarctic Research: coordinating role for Antarctic science.
UN Environment Programme: provides information about climate change and sea level rise to general public and educational establishments.
European Environment Agency: delivers policy information to the EC and member states.
These and other organisations will benefit from this project through gaining a clear understanding of how, and to what extent, the Antarctic ice sheet has contributed to sea level over the last two decades, the limitations in our current understanding, the implications of our findings and recommendations for future foci related to this topic. We have provide similar information to most of these organizations in the past and have good links. We will send them regular updates during the project, the final Project Report and invite them to attend the end of project workshop. Past experience indicates that this category of end user has greatly benefited from a strong interaction and involvement with the experts doing the work.
iii) The general public. Antarctic research has huge potential for capturing the public imagination and engaging students at both primary and secondary level in issues related to climate change, environmental policy, glaciology and polar processes. We know this from first hand experience. JLB and MAT currently undertake talks to local schools and will continue to do this for this project. As a RCUK Academic Fellow MAK is funded to undertake schools outreach, e.g., lecturing 6th form students at Emmanuel College, Gateshead, on sea level change. JLB was until recently head of undergraduate admissions for Geography at UoB and, in this capacity, developed a number of widening participation activities which he is still involved with.
Organisations
- University of Bristol (Lead Research Organisation, Project Partner)
- National Aeronautics and Space Administration (NASA) (Collaboration)
- University of Washington (Collaboration, Project Partner)
- University of Tasmania (Collaboration)
- The Lego Group (Collaboration)
- Utrecht University (Collaboration)
- Alfred-Wegener Institute for Polar and Marine Research (Collaboration)
- Delft University of Technology (Project Partner)
- University of Missouri - Columbia (Project Partner)
- Utrecht University (Project Partner)
- NASA Goddard Space Flight Center (Project Partner)
Publications

Chuter S
(2015)
Antarctic ice shelf thickness from CryoSat-2 radar altimetry
in Geophysical Research Letters

Cseke B
(2017)
Sparse Approximate Inference for Spatio-Temporal Point Process Models
in Journal of the American Statistical Association

De Rydt J
(2015)
Modeling the instantaneous response of glaciers after the collapse of the Larsen B Ice Shelf
in Geophysical Research Letters

Depoorter MA
(2013)
Calving fluxes and basal melt rates of Antarctic ice shelves.
in Nature

Fang Wang
(2015)
Accuracy and Performance of CryoSat-2 SARIn Mode Data Over Antarctica
in IEEE Geoscience and Remote Sensing Letters

Hurkmans R
(2014)
Time-evolving mass loss of the Greenland Ice Sheet from satellite altimetry
in The Cryosphere

Martin-Español A
(2017)
Constraining the mass balance of East Antarctica
in Geophysical Research Letters

Martín-Español A
(2016)
Spatial and temporal Antarctic Ice Sheet mass trends, glacio-isostatic adjustment, and surface processes from a joint inversion of satellite altimeter, gravity, and GPS data.
in Journal of geophysical research. Earth surface

Martín-Español A
(2016)
An assessment of forward and inverse GIA solutions for Antarctica.
in Journal of geophysical research. Solid earth

Rougier J
(2016)
Visualization for Large-scale Gaussian Updates
in Scandinavian Journal of Statistics
Description | Partitioned the role of bottom melting and iceberg calving in mass loss from Antarctica. |
Exploitation Route | The methodology and software has been made publicly available and the approach could be used in a wide range of problems in geosciences. Full documentation and examples have been provided on github. |
Sectors | Education Environment |
URL | https://sites.google.com/site/antarcticmassbalance/ |
Description | Our results were presented at COP21 in Paris. |
First Year Of Impact | 2015 |
Sector | Education,Environment,Government, Democracy and Justice |
Impact Types | Societal |
Description | ERC Advanced Grant |
Amount | € 2,397,430 (EUR) |
Funding ID | 694188 |
Organisation | European Research Council (ERC) |
Sector | Public |
Country | Belgium |
Start | 07/2016 |
End | 07/2021 |
Description | STSE |
Amount | € 150,000 (EUR) |
Organisation | European Space Agency |
Sector | Public |
Country | France |
Start | 01/2013 |
End | 10/2014 |
Title | Altimetry, gravimetry, GPS and viscoelastic modelling data for the joint inversion for glacial isostatic adjustment in Antarctica (ESA STSE Project REGINA), links to data files |
Description | A major uncertainty in determining the mass balance of the Antarctic ice sheet from measurements of satellite gravimetry, and to a lesser extent satellite altimetry, is the poorly known correction for the ongoing deformation of the solid Earth caused by glacial isostatic adjustment (GIA). In the past decade, much progress has been made in consistently modelling the ice sheet and solid Earth interactions; however, forward-modelling solutions of GIA in Antarctica remain uncertain due to the sparsity of constraints on the ice sheet evolution, as well as the Earth's rheological properties. An alternative approach towards estimating GIA is the joint inversion of multiple satellite data - namely, satellite gravimetry, satellite altimetry and GPS, which reflect, with different sensitivities, trends of recent glacial changes and GIA. Crucial to the success of this approach is the accuracy of the space-geodetic data sets. Here, we present reprocessed rates of surface-ice elevation change (Envisat/ICESat; 2003-2009), gravity field change (GRACE; 2003-2009) and bedrock uplift (GPS; 1995-2013). The data analysis is complemented by the forward-modelling of viscoelastic response functions to disc load forcing, allowing us to relate GIA-induced surface displacements with gravity changes for different rheological parameters of the solid Earth. The data and modelling results presented here form the basis for the joint inversion estimate of present-day ice-mass change and GIA in Antarctica. This paper presents the first of two contributions summarizing the work carried out within a European Space Agency funded study, REGINA, (http://www.regina-science.eu). |
Type Of Material | Database/Collection of data |
Year Produced | 2017 |
Provided To Others? | Yes |
URL | https://doi.pangaea.de/10.1594/PANGAEA.875745 |
Title | MVST |
Description | An R-Software package for multi-variate spatio-temporal modelling |
Type Of Material | Data analysis technique |
Year Produced | 2017 |
Provided To Others? | Yes |
Impact | Essential to the outcomes of the RATES project and subsequently developed further in the ERC-funded GlobalMass grant |
URL | https://github.com/andrewzm/MVST |
Title | Spatiotemporal mass balance trends for the Antarctic Ice Sheet, 2003-2013 |
Description | The Antarctic mass trends have been collated from a combination of different remote sensing datasets. These are trends of yearly elevation changes over Antarctica for the period 2003-2013 due to the different geophysical processes driving changes in Antarctica: ice dynamics, surface mass balance and glacio-isostatic adjustment (GIA). Net trends can be easily calculated by adding together surface and ice dynamics trends. 20 km gridded datasets have been produced for each process, per year (except the GIA solution which is time-invariant). To convert elevation to mass trends, we also provide the density fields for surface (SMB) and GIA processes used in Martin-Espanol et al (2016). These can be directly multiplied by the dh/dt. To convert dh/dt from ice dynamics, simply multiply by the density of ice. Mass smb = dh/dt smb * d surf Mass ice = dh/dt ice * d ice (not provided) Mass gia = dh/dt gia * d surf |
Type Of Material | Database/Collection of data |
Year Produced | 2016 |
Provided To Others? | Yes |
Impact | Used by various research groups to provide ice mass balance and sea level rise for Antarctica |
URL | https://data.bas.ac.uk/full-record.php?id=GB/NERC/BAS/PDC/00916 |
Description | Collaboration with Bert Wouters (Universiteit Utrecht) |
Organisation | Utrecht University |
Country | Netherlands |
Sector | Academic/University |
PI Contribution | Joint development of CryoSat processing and combining with GRACE |
Collaborator Contribution | Joint development of CryoSat processing and combining with GRACE |
Impact | The collaboration has resulted in the following papers relevant to RCUK grants: -Wouters, B., J. L. Bamber, M. R. van den Broeke, J. T. M. Lenaerts and I. Sasgen (2013). "Limits in detecting acceleration of ice sheet mass loss due to climate variability." Nature Geosci advance online publication. - Martin Espanol, A., Zammit Mangion, A., Clarke, P. J., Flament, T., Helm, V., King, M. A., Luthcke, S.B, Petrie, E., Rémy, F. Schön, N., Wouters, B. and Bamber, J. (2016). Spatial and temporal Antarctic Ice Sheet mass trends, glacio-isostatic adjustment, and surface processes from a joint inversion of satellite altimeter, gravity, and GPS data. Journal of Geophysical Research: Earth Surface, 121(2), 182-200. DOI:10.1002/2015JF003550 - Wouters, B., Martin-Español, A., Helm, V., Flament, T., van Wessem, J. M., Ligtenberg, S.R.M., Van den Broeke, M.R. and Bamber, J.L. "Dynamic thinning of glaciers on the Southern Antarctic Peninsula." Science 348, no. 6237 (2015): 899-903. - Sasgen, I., Martín-Español, A., Horvath, A., Klemann, V., Petrie, E.J., Wouters, B., Horwath, M., Pail, R., Bamber, J.L., Clarke, P.J. and Konrad, H., 2017. Joint inversion estimate of regional glacial isostatic adjustment in Antarctica considering a lateral varying Earth structure (ESA STSE Project REGINA). Geophysical Journal International, 211(3), pp.1534-1553. |
Start Year | 2011 |
Description | Collaboration with Frederique Remy (LEGOS) |
Organisation | The Lego Group |
Country | Denmark |
Sector | Private |
PI Contribution | Collaboration on problem in geosciences (ENVISat data) |
Collaborator Contribution | Provision of data and expert advice on data issues |
Impact | The collaboration has resulted in the following papers: - Schoen, N. W ., Zammit-Mangion, A., Rougier, J. C., Flament, T., Rémy, F., Luthcke, S., & Bamber, J. L. (2015). Simultaneous solution for mass trends on the West Antarctic Ice Sheet. Cryosphere, 9(2), 805-819. DOI:10.5194/tc-9-805-2015 - Martin Espanol, A., Zammit Mangion, A., Clarke, P. J., Flament, T., Helm, V., King, M. A., Luthcke, S.B, Petrie, E., Rémy, F. Schön, N., Wouters, B. and Bamber, J. (2016). Spatial and temporal Antarctic Ice Sheet mass trends, glacio-isostatic adjustment, and surface processes from a joint inversion of satellite altimeter, gravity, and GPS data. Journal of Geophysical Research: Earth Surface, 121(2), 182-200. DOI:10.1002/2015JF003550 |
Start Year | 2010 |
Description | Collaboration with Ian Joughin (University of Washington) |
Organisation | University of Washington |
Country | United States |
Sector | Academic/University |
PI Contribution | Joint programmes of research |
Collaborator Contribution | Provision of data and expert advice on data issues |
Impact | The collaboration has resulted in the following papers relevant to RCUK grants post 2006: -Joughin, I., S. Tulaczyk, J. L. Bamber, D. Blankenship, J. W. Holt, T. Scambos and D. G. Vaughan (2009). "Basal conditions for Pine Island and Thwaites Glaciers, West Antarctica, determined using satellite and airborne data." J. Glaciology 55(190): 245-257. -Hurkmans, R. T. W. L., J. L. Bamber, L. S. Sørensen, I. R. Joughin, C. H. Davis and W. B. Krabill (2012). "Spatiotemporal interpolation of elevation changes derived from satellite altimetry for Jakobshavn Isbræ, Greenland." J. Geophys. Res. 117(F3): F03001. - Hurkmans, R. T. W. L., Bamber, J. L., Davis, C. H., Joughin, I. R., Khvorostovsky, K. S., Smith, B. S., and Schoen, N.: Time-evolving mass loss of the Greenland Ice Sheet from satellite altimetry, The Cryosphere, 8, 1725-1740, https://doi.org/10.5194/tc-8-1725-2014, 2014. |
Description | Collaboration with Ingo Sasgen (AWI) |
Organisation | Alfred-Wegener Institute for Polar and Marine Research |
Country | Germany |
Sector | Private |
PI Contribution | Joint programme of research |
Collaborator Contribution | Expert advice on geodesy and GPS analyses, calculation of vertical land motion and PI on joint project |
Impact | Joint publications: Sasgen, I., M. van den Broeke, J. L. Bamber, E. Rignot, L. S. Sorensen, B. Wouters, Z. Martinec, I. Velicogna, and S. B. Simonsen (2012), Timing and origin of recent regional ice-mass loss in Greenland, Earth and Planetary Science Letters, 333, 293-303, doi:10.1016/j.epsl.2012.03.033. Sasgen, I., H. Konrad, E. R. Ivins, M. R. Van den Broeke, J. L. Bamber, Z. Martinec, and V. Klemann (2013), Antarctic ice-mass balance 2003 to 2012: regional reanalysis of GRACE satellite gravimetry measurements with improved estimate of glacial-isostatic adjustment based on GPS uplift rates, The Cryosphere, 7(5), 1499-1512, doi:10.5194/tc-7-1499-2013. Sasgen, I., et al. (2017), Joint inversion estimate of regional glacial isostatic adjustment in Antarctica considering a lateral varying Earth structure (ESA STSE Project REGINA), Geophysical Journal International, 211(3), 1534-1553, doi:10.1093/gji/ggx368. |
Start Year | 2011 |
Description | Collaboration with Matt King (UTAS) |
Organisation | University of Tasmania |
Country | Australia |
Sector | Academic/University |
PI Contribution | Joint programme of research |
Collaborator Contribution | Expert advice on geodesy and GPS analyses |
Impact | The collaboration has resulted in the following papers: - Martin Espanol, A., Zammit Mangion, A., Clarke, P. J., Flament, T., Helm, V., King, M. A., Luthcke, S.B, Petrie, E., Rémy, F. Schön, N., Wouters, B. and Bamber, J. (2016). Spatial and temporal Antarctic Ice Sheet mass trends, glacio-isostatic adjustment, and surface processes from a joint inversion of satellite altimeter, gravity, and GPS data. Journal of Geophysical Research: Earth Surface, 121(2), 182-200. DOI:10.1002/2015JF003550 - Martin Espanol, A., King, M., Zammit Mangion, A., Andrews, S., Moore, P., & Bamber, J. (2016). An assessment of forward and inverse GIA solutions for Antarctica. Journal of Geophysical Research: Solid Earth, 121(9), 6947-6965. DOI: 10.1002/2016JB013154 |
Start Year | 2011 |
Description | Collaboration with Scott Luthcke (NASA GSFC) |
Organisation | National Aeronautics and Space Administration (NASA) |
Department | Goddard Space Flight Center |
Country | United States |
Sector | Public |
PI Contribution | Collaboration on problem in geosciences (GRACE data) |
Collaborator Contribution | Provision of data and expert advice on data issues |
Impact | The collaboration has resulted in the following papers: - Schoen, N. W ., Zammit-Mangion, A., Rougier, J. C., Flament, T., Rémy, F., Luthcke, S., & Bamber, J. L. (2015). Simultaneous solution for mass trends on the West Antarctic Ice Sheet. Cryosphere, 9(2), 805-819. DOI:10.5194/tc-9-805-2015 - Martin Espanol, A., Zammit Mangion, A., Clarke, P. J., Flament, T., Helm, V., King, M. A., Luthcke, S.B, Petrie, E., Rémy, F. Schön, N., Wouters, B. and Bamber, J. (2016). Spatial and temporal Antarctic Ice Sheet mass trends, glacio-isostatic adjustment, and surface processes from a joint inversion of satellite altimeter, gravity, and GPS data. Journal of Geophysical Research: Earth Surface, 121(2), 182-200. DOI:10.1002/2015JF003550 |
Start Year | 2010 |
Title | Bayesian Hierarchical model for environmental sciences |
Description | S/w for solving for multifactor processes from a suite of point and distributed spatio-temporal data sets. |
Type Of Technology | Software |
Year Produced | 2014 |
Open Source License? | Yes |
Impact | too early |
URL | https://github.com/andrewzm/MVST |
Description | Princes Teaching Institute |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | Yes |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | The teachers follow up on my presentation with a number of activities and ideas for classroom teaching. Teachers express an increased awareness of the polar regions in global processes |
Year(s) Of Engagement Activity | 2013,2014,2015,2016,2017,2018 |
URL | http://www.princes-ti.org.uk/ |