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VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić 1,3 and Regine Hock 2,3 1 Depart. of Earth & Ocean Sciences, University of British Columbia, Vancouver, Canada 2 Geophysical Institute, University of Alaska, Fairbanks, USA 3 Department of Earth Sciences, Uppsala University, Sweden

VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

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Page 1: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY

Valentina Radić1,3 and Regine Hock2,3

1Depart. of Earth & Ocean Sciences, University of British Columbia, Vancouver, Canada2Geophysical Institute, University of Alaska, Fairbanks, USA3Department of Earth Sciences, Uppsala University, Sweden

Page 2: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Purposeto project the 21st century volume changes of all glaciers in Scandinavia and Iceland• regional estimates• 2 glaciers (Storglaciären, Mårmaglaciären)

Page 3: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Study area: Iceland, Scandinavia

~3,000 km2 iceStorglaciären (3.1 km2)

Mårmaglaciären (3.9 km2)

~11,000 km2 ice

Page 4: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Data

Climate data, calibration period Monthly air temperature: ERA-40 reanalysis (0.5°×0.5°), 1958-2001 Monthly precipitation: Precipitation climatology VASClimO,

1951-2000, 0.5°×0.5° (Beck et al., 2005)

Page 5: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Data

Climate data, calibration period Monthly air temperature: ERA-40 reanalysis (0.5°×0.5°), 1958-2001 Monthly precipitation: Precipitation climatology VASClimO,

1951-2000, 0.5°×0.5° (Beck et al., 2005)

Elevation-dependent mass balance data for individual glaciersMass-balance data

Page 6: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Data

Climate data, calibration period Monthly air temperature: ERA-40 reanalysis (0.5°×0.5°), 1958-2001 Monthly precipitation: Precipitation climatology VASClimO,

1951-2000, 0.5°×0.5° (Beck et al., 2005)

Elevation-dependent mass balance data for individual glaciersMass-balance data

Glacier dataWorld Glacier Inventory (WGI-XF) dataset (Cogley, 2009): contains worldwide >120,000 mountain glaciers and >2600 ice caps (area ≥ 0.01 km2): location, area, highest & lowest elevationcomplete for ScandinaviaIcelandic Inventory (data from O. Sigurdsson)

Page 7: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Data

Climate data, calibration period Monthly air temperature: ERA-40 reanalysis (0.5°×0.5°), 1958-2001 Monthly precipitation: Precipitation climatology VASClimO,

1951-2000, 0.5°×0.5° (Beck et al., 2005)

Elevation-dependent mass balance data for individual glaciersMass-balance data

Future projections

Glacier dataWorld Glacier Inventory (WGI-XF) dataset (Cogley, 2009): contains worldwide >120,000 mountain glaciers and >2600 ice caps (area ≥ 0.01 km2): location, area, highest & lowest elevationcomplete for ScandinaviaIcelandic Inventory (data from O. Sigurdsson)

Regional analysis: 10 GCM, A1B emission scenarioStorglaciären, Mårmaglaciären: 3 CE scenarios, A1B emission scenario

Page 8: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Methodology

Step 1: Temperature-index mass-balance model

Monthly temperatureMonthly precipitation

Page 9: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Step 1: Temperature-index mass-balance model

Step 2: Extrapolation of model parameters to all glaciers in Iceland and Scandinavia

• Monthly temperature• Monthly precipitation

• Gridded climate variables

Methodology

Page 10: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Step 1: Temperature-index mass-balance model

• Monthly temperature• Monthly precipitation

Step 2: Extrapolation of model parameters to all glaciers in Iceland and Scandinavia

• Gridded climate variables

Step 3: Future projections until 2100 for each glacier:- run mass-balance model- Volume-area scaling

• Glacier inventory data• downscaled GCM scenarios

Methodology

Page 11: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Vernagtferner, AustriaGlacier retreat

Courtesy of Ludwig Braun

Page 12: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Step 1: Temperature-index mass-balance model

• Monthly temperature• Monthly precipitation

Step 2: Extrapolation of model parameters to all glaciers in Iceland and Scandinavia

• Gridded climate variables

Step 3: Future projections until 2100 for each glacier:- run mass-balance model- Volume-area scaling

Volume-area-length scaling

V = c Aγ

• Glacier inventory data• downscaled GCM scenarios

A(t

V(t

ΔV

Methodology

Page 13: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Step 1: Temperature-index mass-balance model

Step 2: Extrapolation of model parameters to all glaciers in Iceland and Scandinavia

Step 3: Future projections until 2100 for each glacier:- run mass-balance model- Volume-area scaling

Step 4: Regional estimates of annual volume changes until 2100

• Monthly temperature• Monthly precipitation

• Gridded climate variables

• Glacier inventory data• downscaled GCM scenarios

Methodology

Page 14: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Temperature & Precipitation Projections Annual mean temperature

Scandinavia Icelandincrease of 2 to 4.5ºC by 2100

Page 15: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Temperature & Precipitation Projections Annual mean temperature

Annual precipitation

Scandinavia Icelandincrease of 2 to 4.5ºC by 2100

Page 16: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Glacier Volume ProjectionsIceland

-70%

-10% Temperature

Precipitation

Page 17: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Glacier Volume ProjectionsIceland

-70%

-10% Temperature

Precipitation

+3%

Temperature

Precipitation

Scandinavia

-80%

Page 18: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Glacier Volume ProjectionsIceland

-70%

-10% Temperature

Precipitation

+3%

Temperature

Precipitation

Scandinavia

Large differences between GCMsGCMs too coarse ?--> Do RCMs do a better job?

-80%

Page 19: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Volume Projections: Storglaciären

-73%

78%M

M

Page 20: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Volume Projections: Mårmaglaciären

-50%-48%

MM

Page 21: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Volume Projections

-50%

-48%-73%

-78%

-80%

+3%

Storglaciären Mårmaglaciären

Scandinavia

Page 22: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Comparison with all other glacier regionsVolume reduction and sea-level equivalent (SLE)

until 2100 for 19 glacier regions

Radic and Hock, submitted

AntarcticaSub-Antarctic IslandsGreenlandNew ZealandSouth America IISouth America IIcelandArctic CanadaWest Canada and West USAlaskaHigh Mountain AsiaNorth and East AsiaCaucasusSevernaya ZemlyaNovaya ZemlyaFranz Joseph LandCentral EuropeScandinaviaSvalbard

Page 23: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Comparison with all other glacier regionsVolume reduction and sea-level equivalent (SLE)

until 2100 for 19 glacier regions

Radic and Hock, submitted

AntarcticaSub-Antarctic IslandsGreenlandNew ZealandSouth America IISouth America IIcelandArctic CanadaWest Canada and West USAlaskaHigh Mountain AsiaNorth and East AsiaCaucasusSevernaya ZemlyaNovaya ZemlyaFranz Joseph LandCentral EuropeScandinaviaSvalbard

Page 24: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Comparison with all other glacier regionsVolume reduction and sea-level equivalent (SLE)

until 2100 for 19 glacier regions

Radic and Hock, submitted

AntarcticaSub-Antarctic IslandsGreenlandNew ZealandSouth America IISouth America IIcelandArctic CanadaWest Canada and West USAlaskaHigh Mountain AsiaNorth and East AsiaCaucasusSevernaya ZemlyaNovaya ZemlyaFranz Joseph LandCentral EuropeScandinaviaSvalbard

Page 25: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Comparison with all other glacier regionsVolume reduction and sea-level equivalent (SLE)

until 2100 for 19 glacier regions

Radic and Hock, submitted

AntarcticaSub-Antarctic IslandsGreenlandNew ZealandSouth America IISouth America IIcelandArctic CanadaWest Canada and West USAlaskaHigh Mountain AsiaNorth and East AsiaCaucasusSevernaya ZemlyaNovaya ZemlyaFranz Joseph LandCentral EuropeScandinaviaSvalbard

Iceland and Scandinavia show largest spread on Earth

Page 26: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Conclusions IcelandMost scenarios show a decrease in glacier volume by 2100, roughly by 0 to 80%Large uncertainty in the regional projections due to the choice of GCM (larger than in other regions)Small differences for the 2 individual glaciers (RCM)likely that glaciers will lose a significant fraction of their current mass --> consequences for streamflow (+hydropower)

Page 27: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean
Page 28: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Downscaling of RCM and GCMs

’local scaling’ with ERA-40

Page 29: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

’local scaling’ with ERA-40

Downscaling of RCM and GCMs

Page 30: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Seasonal temperature cycles averaged over 1961-2001 ERA-40 and six GCMs

ERA40 GCM

Page 31: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Seasonal temperature cycles averaged over 1961-2001 ERA-40 and six GCMs

ERA40 GCM

’local scaling’

Page 32: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

MethodStep 1: Calibrating an elevation dependent mass balance model to 44 glaciers

b(h)= - M(h) + C(h) + R(h)

hmin

hmax

ELA

Woodward et al., 1997

Melt

Snow accumulation

Refreezing

Page 33: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

ResultsGlobal volume projections for 21th

century

(11%)

(28%)

Page 34: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

ResultsVolume projections for 21th century

Page 35: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Comparison with other Arctic regionsVolume reduction and sea-level equivalent (SLE)

until 2100 for 7 glacier regions

Page 36: VOLUME CHANGES OF THE GLACIERS IN ...VOLUME CHANGES OF THE GLACIERS IN SCANDINAVIA AND ICELAND IN THE 21st CENTURY Valentina Radić1,3 and Regine Hock2,3 1Depart. of Earth & Ocean

Comparison with other Arctic regionsVolume reduction and sea-level equivalent (SLE)

until 2100 for 7 glacier regions

Iceland and Scandinavia show largest spread in the Arctic