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Mapping blue-ice areas in Antarctica using ETM+ and MODIS data

  • Fengming Hui (a1), Tianyu Ci (a1), Xiao Cheng (a1), Ted A. Scambo (a2), Yan Liu (a1), Yanmei Zhang (a3), Zhaohui Chi (a4), Huabing Huang (a1), Xianwei Wang (a1), Fang Wang (a1), Chen Zhao (a1), Zhenyu Jin (a1) (a5) and Kun Wang (a1)...


Blue-ice areas (BIAs) and their geographical distribution in Antarctica were mapped using Landsat-7 ETM+ images with 15 m spatial resolution obtained during the 1999–2003 austral summers and covering the area north of 82.5° S, and a snow grain-size image of the MODIS-based Mosaic of Antarctica (MOA) dataset with 125 m grid spacing acquired during the 2003/04 austral summer from 82.5°S to the South Pole. A map of BIAs was created with algorithms of thresholds based on band ratio and reflectance for ETM+ data and thresholds based on snow grain size for the MOA dataset. The underlying principle is that blue ice can be separated from snow or rock by their spectral discrepancies and by different grain sizes of snow and ice. We estimate the total area of BIAs in Antarctica during the data acquisition period is 234 549 km2, or 1.67% of the area of the continent. Blue ice is scattered widely over the continent but is generally located in coastal or mountainous regions. The BIA dataset presented in this study is the first map covering the entire Antarctic continent sourced solely from ETM+ and MODIS data. This dataset can potentially benefit other studies in glaciology, meteorology, climatology and paleoclimate, meteorite collection and airstrip site selection.

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JrAckert, RP, Mukhopadhyay, S, Pollard, D, DeConto, RM, Putnam, AE and JrBorns, HW (2011) West Antarctic Ice Sheet elevations in the Ohio Range: geologic constraints and ice sheet modeling prior to the last highstand. Earth Planet. Sci. Lett., 307(1–2), 8393 (doi: 10.1016/j.epsl.2011.04.015)
Bamber, JL, Gomez-Dans, JL and Griggs, JA (2009a) Antarctic 1 km Digital Elevation Model (DEM) from combined ERS-1 radar and ICESat laser satellite altimetry. National Snow and Ice Data Center, Boulder, CO. Digital media:
Bamber, JL, Gomez-Dans, JL and Griggs, JA (2009b) A new 1 km digital elevation model of the Antarctic derived from combined satellite radar and laser data – Part 1: data and methods. Cryosphere, 3(1), 101111 (doi: 10.5194/tc-3-101-2009)
Benoit, PH (1995) Meteorites as surface exposure time markers on the blue ice fields of Antarctica: episodic ice flow in Victoria Land over the last 300,000 years. Quat. Sci. Rev., 14(5), 531540 (doi: 10.1016/0277-3791(95)00011-D)
Bindschadler, R and 8 others (2008) The Landsat image mosaic of Antarctica. Remote Sens. Environ., 112(12), 42144226 (doi: 10.1016/j.rse.2008.07.006)
Bintanja, R (1999) On the glaciological, meteorological and climatological significance of Antarctic blue ice areas. Rev. Geophys., 37(3), 337359 (doi: 10.1029/1999RG900007)
Bintanja, R (2000) The surface heat budget of Antarctic snow and blue ice: interpretation of temporal and spatial variability. J. Geophys. Res., 105(D19), 24 387–24 407 (doi: 10.1029/2000JD900356)
Bintanja, R and Reijmer, CH (2001) Meteorological conditions over Antarctic blue-ice areas and their influence on the local surface mass balance. J. Glaciol., 47(156), 3750 (doi: 10.3189/ 172756501781832557)
Bintanja, R and Van den Broeke, MR (1994) Local climate, circulation and surface-energy balance of an Antarctic blue-ice area. Ann. Glaciol., 20, 160168
Bintanja, R and Van den Broeke, MR (1995) The surface energy balance of Antarctic snow and blue ice. J. Appl. Meteorol., 34(4), 902926 (doi: 10.1175/1520-0450(1995)034<0902:TSEBOA>2.0.CO;2)
Bintanja, R, Jonsson, S and Knap, WH (1997) The annual cycle of the surface energy balance of Antarctic blue ice. J. Geophys. Res., 102(D2), 18671881 (doi: 10.1029/96JD01801)
Bronge, LB and Bronge, C (1999) Ice and snow-type classification in Vestfold Hills, East Antarctica, using Landsat-TM data and ground radiometer measurements. Int. J. Remote Sens., 20(2), 225240 (doi: 10.1080/014311699213415)
Brown, IC and Scambos, TA (2004) Satellite monitoring of blue-ice extent near Byrd Glacier, Antarctica. Ann. Glaciol., 39, 223230 (doi: 10.3189/172756404781813871)
Delisle, G and Sievers, J (1991) Sub-ice topography and meteorite finds near the Allan Hills and the Near Western Ice Field, Victoria Land, Antarctica. J. Geophys. Res., 96(E1), 15 577–15 587 (doi: 10.1029/91JE01117)
Dozier, J (1989) Spectral signature of alpine snow cover from the Landsat thematic mapper. Remote Sens. Environ., 28(1–3), 922 (doi: 10.1016/0034-4257(89)90101-6)
E D, , Zhang, X, Wang, Z and Zhou, C (2011) Satellite monitoring of blue-ice extent in Grove mountains, Antarctica. Geomat. Inform. Sci. Wuhan Univ., 36(9), 10091011 [in Chinese with English summary]
Fily, M, Bourdelles, B, Dedieu, JP and Sergent, C (1997) Comparison of in situ and Landsat Thematic Mapper derived snow grain characteristics in the Alps. Remote Sens. Environ., 59(3), 452460 (doi: 10.1016/S0034-4257(96)00113-7)
Fogwill, CJ, Hein, AS, Bentley, MJ and Sugden, DE (2012) Do blue-ice moraines in the Heritage Range show the West Antarctic ice sheet survived the last interglacial? Palaeogeogr., Palaeoclimatol., Palaeoecol., 335–336, 6170 (doi: 10.1016/j.palaeo. 2011.01.027)
Folco, L, Welten, KC, Jull, AJT, Nishiizumi, K and Zeoli, A (2006) Meteorites constrain the age of Antarctic ice at the Frontier Mountain blue ice field (northern Victoria Land). Earth Planet. Sci. Lett., 248(1–2), 209216 (doi: 10.1016/j.epsl.2006.05.022)
Genthon, C, Lardeux, P and Krinner, G (2007) The surface accumulation and ablation of a coastal blue-ice area near Cap Prudhomme, Terre Adélie, Antarctica. J. Glaciol., 53(183), 635645 (doi: 10.3189/002214307784409333)
Gorodetskaya, IV, Van Lipzig, NPM, Van den Broeke, MR, Mangold, A, Boot, W and Reijmer, CH (2013) Meteorological regimes and accumulation patterns at Utsteinen, Dronning Maud Land, East Antarctica: analysis of two contrasting years. J. Geophys. Res., 118(D4), 17001715 (doi: 10.1002/jgrd.50177)
Grinsted, A, Moore, JC, Spikes, VB and Sinisalo, A (2003) Dating Antarctic blue ice areas using a novel ice flow model. Geophys. Res. Lett., 30(19), 2005 (doi: 10.1029/2003GL017957)
Haran, T, Bohlander, J, Scambos, T and Fahnestock, M (2005) MODIS mosaic of Antarctica (MOA) image map. National Snow and Ice Center, Boulder, CO. Digital media:
Harvey, R (2003) The origin and significance of Antarctic meteorites. Chem. Erde – Geochem., 63(2), 93147 (doi: 10.1078/0009-2819-00031)
Hui, F and 13 others (2013) An improved Landsat Image Mosaic of Antarctica. Sci. China: Earth Sci., 56(1), 112 (doi: 10.1007/ s11430-012-4481-5)
Jonsson, S (1990) Local climate and mass balance of a blue ice area in western Dronning Maud Land, Antarctica. Z. Gletscherkd. Glazialgeol., 26(1), 1129
King, JC and Turner, J (1997) Antarctic meteorology and climatology. Cambridge University Press, Cambridge
Koeberl, C (1989) Iridium enrichment in volcanic dust from blue ice fields, Antarctica, and possible relevance to the K/T boundary event. Earth Planet. Sci. Lett., 92(3–4), 317322 (doi: 10.1016/ 0012-821X(89)90056-3)
Koren, H (2009) Snow grain size from satellite images: a review. (Note No. SAMBA/31/09) Norsk Regnesentral (Norwegian Computing Center), Oslo
Korotkikh, EV and 7 others (2011) The last interglacial as represented in the glaciochemical record from Mount Moulton Blue Ice Area, West Antarctica. Quat. Sci. Rev., 30(15–16), 19401947 (doi: 10.1016/j.quascirev.2011.04.020)
Li, W, Stamnes, K, Chen, B and Xiong, X (2001) Snow grain size retrieved from near-infrared radiances at multiple wavelengths. Geophys. Res. Lett., 28(9), 16991702 (doi: 10.1029/ 2000GL011641)
Ligtenberg, S, Lenaerts, J, Van den Broeke, M and Scambos, T (2013) Blue ice areas formed by an interplay between ice velocity and SMB. Geophys. Res. Abstr., 15, EGU2013 5187
Liston, GE, Bruland, O, Winther, JG, Elvehøy, H and Sand, K (1999) Meltwater production in Antarctic blue-ice areas: sensitivity to changes in atmospheric forcing. Polar Res., 18(2), 283290
Liston, GE, Winther, JG, Bruland, O, Elvehøy, H, Sand, K and Karlöf, L (2000) Snow and blue-ice distribution patterns on the coastal Antarctic ice sheet. Antarct. Sci., 12(1), 6979 (doi: 10.1017/ S0954102000000109)
Liu, H, Wang, L and Jezek, KC (2006) Automated delineation of dry and melt snow zones in Antarctica using active and passive microwave observations from space. IEEE Trans. Geosci. Remote Sens., 44(8), 21522163 (doi: 10.1109/TGRS.2006.872132)
Maurette, M and 6 others (1991) A collection of diverse micrometeorites recovered from 100 tonnes of Antarctic blue ice. Nature, 351(6321), 4447 (doi: 10.1038/351044a0)
Mellor, M and Swithinbank, C (1989) Airfields on Antarctic glacier ice. CRREL Rep. 89–21
Moore, JC and 7 others (2006) Interpreting ancient ice in a shallow ice core from the South Yamato (Antarctica) blue ice area using flow modeling and compositional matching to deep ice cores. J. Geophys. Res., 111(D16), D16302 (doi: 10.1029/ 2005JD006343)
Nolin, AW and Dozier, J (1993) Estimating snow grain size using AVIRIS data. Remote Sens. Environ., 44(2–3), 231238 (doi: 10.1016/0034-4257(93)90018-S)
Nolin, AW and Dozier, J (2000) A hyperspectral method for remotely sensing the grain size of snow. Remote Sens. Environ., 74(2), 207216 (doi: 10.1016/S0034-4257(00)00111-5)
Orheim, O and Lucchitta, B (1990) Investigating climate change by digital analysis of blue ice extent on satellite images of Antarctica. Ann. Glaciol., 14, 211215
Rasmus, K and Beckmann, A (2007) The impact of global change on low-elevation blue-ice areas in Antarctica: a thermo-hydrodynamic modelling study. Ann. Glaciol., 46, 5054 (doi: 10.3189/172756407782871774)
Reijmer, CH, Bintanja, R and Greuell, W (2001) Surface albedo measurements over snow and blue ice in thematic mapper bands 2 and 4 in Dronning Maud Land, Antarctica. J. Geophys. Res., 106(D9), 96619672 (doi: 10.1029/2000JD900718)
Rignot, E, Mouginot, J and Scheuchl, B (2011a) Ice flow of the Antarctic Ice Sheet. Science, 333(6048), 14271430 (doi: 10.1126/science.1208336)
Rignot, E, Mouginot, J and Scheuchl, B (2011b) MEaSUREs InSAR-Based Antarctica Ice Velocity Map. National Snow and Ice Data Center, Boulder, CO. Digital media:
Scambos, TA, Haran, TM, Fahnestock, MA, Painter, TH and Bohlander, J (2007) MODIS-based Mosaic of Antarctica (MOA) data sets: continent-wide surface morphology and snow grain size. Remote Sens. Environ., 111(2–3), 242257 (doi: 10.1016/ j.rse.2006.12.020)
Scambos, TA and 12 others (2012) Extent of low-accumulation ‘wind glaze’ areas on the East Antarctic plateau: implications for continental ice mass balance. J. Glaciol., 58(210), 633647 (doi: 10.3189/2012JoG11J232)
Sinisalo, A and Moore, JC (2010) Antarctic blue ice areas – towards extracting palaeoclimate information. Antarct. Sci., 22(2), 99115 (doi: 10.1017/S0954102009990691)
Sinisalo, A, Grinsted, A, Moore, JC, Meijer, HAJ, Martma, T and Van de Wal, RSW (2007) Inferences from stable water isotopes on the Holocene evolution of Scharffenbergbotnen blue-ice area, East Antarctica. J. Glaciol., 53(182), 427434 (doi: 10.3189/ 002214307783258495)
Spaulding, NE and 7 others (2012) Ice motion and mass balance at the Allan Hills blue-ice area, Antarctica, with implications for paleoclimate reconstructions. J. Glaciol., 58(208), 399406 (doi: 10.3189/2012JoG11J176)
Swithinbank, CWM (1991) Potential airfield sites in Antarctica for wheeled aircraft. CRREL Spec. Rep. 91–24
Van den Broeke, MR and Bintanja, R (1995) Summertime atmospheric circulation in the vicinity of a blue ice area in east Queen Maud Land, Antarctica. Bound.-Layer Meteorol., 72(45), 411438 (doi: 10.1007/BF00709002)
Warren, SG and Brandt, RE (2006) Comment on ‘Snowball Earth: a thin-ice solution with flowing sea glaciers’ by David Pollard and James F. Kasting. J. Geophys. Res., 111(C9), C09016 (doi: 10.1029/2005JC003411)
Warren, SG, Brandt, RE, Grenfell, TC and McKay, CP (2002) Snowball Earth: ice thickness on the tropical ocean. J. Geophys. Res., 107(C10), 3167 (doi: 10.1029/2001JC001123)
Weller, GE (1980) Spatial and temporal variation in the South Polar surface energy balance. Mon. Weather Rev., 108(12), 20062014 (doi: 10.1175/1520–0493(1980)108<2006:SATVIT> 2.0.CO;2)
Winther, JG (1994) Spectral bi-directional reflectance of snow and glacier ice measured in Dronning Maud Land, Antarctica. Ann. Glaciol., 20, 15
Winther, J-G, Elvehøy, H, Bøggild, CE, Sand, K and Liston, G (1996) Melting, runoff and the formation of frozen lakes in a mixed snow and blue-ice field in Dronning Maud Land, Antarctica. J. Glaciol., 42(141), 271278
Winther, J-G, Jespersen, MN and Liston, GE (2001) Blue-ice areas in Antarctica derived from NOAA AVHRR satellite data. J. Glaciol., 47(157), 325334 (doi: 10.3189/172756501781832386)
Yu, J, Liu, H, Wang, L, Jezek, KC and Heo, J (2012) Blue ice areas and their topographical properties in the Lambert glacier, Amery Iceshelf system using Landsat ETM+, ICESat laser altimetry and ASTER GDEM data. Antarct. Sci., 24(1), 95110 (doi: 10.1017/ S0954102011000630)



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