[en] To study near-surface melt changes over the Greenland ice sheet (GrIS) since 1979, melt extent estimates from two regional climate models were compared with those obtained from spaceborne microwave brightness temperatures using two different remote sensing algorithms. The results from the two models were consistent with those obtained with the remote sensing algorithms at both daily and yearly time scales, encouraging the use of the models for analyzing melting trends before the satellite era (1958–1979), when forcing data is available. Differences between satellite-derived and model-simulated results still occur and are used here to identify (i) biases in the snow models (notably in the albedo parametrization, in the thickness of a snow layer, in the maximum liquid water content within the snowpack and in the snowfall impacting the bare ice appearance in summer) and (ii) limitations in the use of passive microwave data for snowmelt detection at the edge of the ice sheet due to mixed pixel effect (e.g., tundra or rock nearby the ice sheet). The results from models and spaceborne microwave sensors confirm a significant (p-value = 0.01) increase in GrIS surface melting since 1979. The melt extent recorded over the last years (1998, 2003, 2005 and 2007) is unprecedented in the last 50 yr with the cumulated melt area in the 2000's being, on the average, twice that of the 1980's.
Disciplines :
Earth sciences & physical geography
Author, co-author :
Fettweis, Xavier ; Université de Liège - ULiège > Département de géographie > Topoclimatologie
Tedesco, Marco; City College of New York, City University of New York, New York, NY, 10031, USA
van den Broeke, Michiel; Institute for Marine and Atmospheric Research, Utrecht University, Utrecht, The Netherlands
Ettema, Janneke; Institute for Marine and Atmospheric Research, Utrecht University, Utrecht, The Netherlands
Language :
English
Title :
Melting trends over the Greenland ice sheet (1958–2009) from spaceborne microwave data and regional climate models
Abdalati, W. and Steffen, K.: Snowmelt on the Greenland ice sheet as derived from passive microwave satellite data, J. Climate, 10, 165-175, 1997.
Abdalati, W. and Steffen, K.: Greenland ice sheet melt extent: 1979-1999, J. Geophys. Res., 106, 33983-33988, 2001.
Abdalati, W., Steffen, K., Otto, C., and Jezek, K. C.: Comparison ofbrightness temperatures from SSMI instruments on the DMSP F8 and FII satellites for Antarctica and the Greenland ice sheet, Int. J. Remote Sens., 16(7), 1223-1229, 1995. (Pubitemid 26437005)
Armstrong, R. L., Knowles, K. W., Brodzik, M. J., and Hardman, M. A.: DMSP SSM/I Pathfinder daily EASE-Grid brightness temperatures, May 1987 to April 2009, Boulder, CO, USA: Na-tional Snow and Ice Data Center, Digital media and CD-ROM, 1994.
Bolzan, J. F. and Jezek, K. C.: Accumulation rate changes in central Greenland from passive microwave data Polar Geography, 1939-0513,24(2), 98-112, 2000. (Pubitemid 34124587)
Brodzik, M. J. and Armstrong, R. L.: Near-Real-Time DMSP SSM/I-SSMIS Pathfinder Daily EASE-Grid Brightness Temper-atures, June 2009 to September 2009, Boulder, CO USA: Na-tional Snow and Ice Data Center, Digital media, 2008.
Brun, E., David, P., Sudul, M., and Brunot, G.: A numerical model to simulate snowcover stratigraphy for operational avalanche forecasting, J. Glaciol., 38, 13-22, 1992.
Ettema, J., van den Broeke, M. R., van Meijgaard, E., van de Berg, W. J., Bamber, J. L., Box, J. E., and Bales, R. C.: Higher sur-face mass balance of the Greenland ice sheet revealed by high-resolution climate modeling, Geophys. Res. Lett., 36, L12501, doi:10.1029/2009GL038110,2009.
Ettema, J., van den Broeke, M. R., van Meijgaard, E., van de Berg, W. J., Box, J. E., and Steffen, K.: Climate of the Greenland ice sheet using a high-resolution climate model-Part 1: Evaluation, The Cryosphere, 4, 511-527, doi:10.5194/tc-4-511-2010,2010.
Fettweis, X.: Reconstruction of the 1979-2006 Greenland ice sheet surface mass balance using the regional climate model MAR, The Cryosphere, 1, 21-40, doi:10.5194/tc-1-21-2007,2007.
Fettweis, X., Gallée, H., Lefebre, L., and van Ypersele, J.-P.: Greenland surface mass balance simulated by a regional climate model and comparison with satellite derived data in 1990-1991, Clim. Dynam., 24, 623-640, doi:10.1007/s00382-005-0010-y, 2005. (Pubitemid 41174439)
Fettweis, X., Gallée, H., Lefebre, L., and van Ypersele, J.-P.: The 1988-2003 Greenland ice sheet melt extent by passive mi-crowave satellite data and a regional climate model, Clim. Dy-nam., 27(5), 531-541, doi:10.1007/s00382-006-0150-8, 2006. (Pubitemid 44256419)
Fettweis, X., van Ypersele, J.-P., Gallée, H., Lefebre, F., and Lefeb-vre, W.: The 1979-2005 Greenland ice sheet melt extent from passive microwave data using an improved version of the melt retrieval XPGR algorithm, Geophys. Res. Lett., 34, L05502, doi:10.1029/2006GL028787,2007. (Pubitemid 46864511)
Fettweis, X., Hanna, E., Gallée, H., Huybrechts, P., and Erpicum, M.: Estimation of the Greenland ice sheet surface mass balance for the 20th and 21st centuries, The Cryosphere, 2, 117-129, doi:10.5194/tc-2-117-2008,2008.
Fettweis, X., Mabille, G., Erpicum, M., Nicolay, S., and van den Broeke, M.: The 1958-2009 Greenland ice sheet surface melt and the mid-tropospheric atmospheric circulation, Clim. Dy-nam., 36(1), 139-159, doi:10.1007/s00382-010- 0772-8, 2011.
Gallée, H. and Schayes, G.: Development of a three-dimensional meso-y primitive equations model, Mon. Weather Rev., 122, 671-685, 1994.
Greuell, W. G. and Konzelmann, T.: Numerical modelling of the energy balance and the englacial temperature of the Greenland Ice Sheet. Calculations for the ETH-Camp location (West Green-land, 1155ma.s.l.), Global Planet. Change, 9,91-114, 1994. (Pubitemid 24400769)
Joshi, M., Merry, C. J., Jezek, K. C., and Bolzan, J. F.: An edge detection technique to estimate melt duration, season and melt extent on the Greenland Ice Sheet using Passive Microwave Data, Geophys. Res. Lett., 28(18), 3497-3500, 2001. (Pubitemid 32997052)
Hall, D. K., Williams, R. S., Luthcke, S. B., and Digirolamo, N. E.: Greenland ice sheet surface temperature, melt and mass loss: 2000-2006, J. Glaciol., 54(184), 81-93,2008.
Hanna, E., Huybrechts, P., Steffen, K., Cappelen, J., Huff, R., Shu-man, C., Irvine-Fynn, T., Wise, S., and Griffiths, M.: Increased runoff from melt from the Greenland Ice Sheet: a response to global warming, J. Climate, 21, 331-341, 2008. (Pubitemid 351395649)
Hanna, E., Cappelen, J., Fettweis, X., Huybrechts, P., Luckman, A., and Ribergaard, M. H.: Hydrologic response of the Greenland ice sheet: the role ofoceanographic warming, Hydrol. Process., 23 (1), 7-30,2009.
Knowles, K., Njoku, E., Armstrong, R., and Brodzik, M. J.: Nimbus-7 SMMR Pathfinder Daily EASE-Grid Brightness Tem-peratures [CD-ROM], Natl. Snow and Ice Data Cent., Boulder, Colo, 2002.
Lefebre, F., Gallée, H., van Ypersele, J., and Greuell, W.: Mod-eling of snow and ice melt at ETH-camp (west Greenland): a study of surface albedo, J. Geophys. Res., 108(D8), 4231, doi:10.1029/2001JD001160,2003.
Liu, H., Wang, L., and Jezek, K. C.: Spatiotemporal variations of snowmelt in Antarctica derived from satellite scanning multi-channel microwave radiometer and Special Sensor Microwave Imager data (1978-2004), J. Geophys. Res., 111, F01003, doi:10.1029/2005JF000318,2006. (Pubitemid 46542360)
Luthcke, S. B., Zwally, H. J., Abdalati, W., Rowlands, D. D., Ray, R. D., Nerem, R. S., Lemoine, F. G., McCarthy, J. J., and Chinn, D. S.: Recent Greenland Ice Mass Loss by Drainage System from Satellite Gravity Observations, Science, 314(5803), 1286, doi:10.1126/science.1130776,2006 (Pubitemid 44846399)
Mote, T. L.: Greenland surface melttrends 1973-2007: Evidence of a large increase in 2007, Geophys. Res. Lett., 34, L22507, doi:10.1029/2007GL031976, 2007. (Pubitemid 351222811)
Nicolay, S., Mabille, G., Fettweis, X., and Erpicum, M.: 30 and 43 months period cycles found in air temperature time series using the Morlet wavelet method, Clim. Dynam., 33(7-8), 1117-1129, doi:10.1007/s00382-008-0484-5,2008.
Picard, G. and Fily, M.: Surface melting observations in Antarctica by microwave radiometers: correcting 26-year long time series from changes in acquisition hours, Remote Sens. Environ., 104(3), 325-336,2006. (Pubitemid 44414914)
Steffen, K. and Box, J. E.: Surface climatology of the Greenland ice sheet: Greenland Climate Network 1995-1999, J. Geophys. Res., 106(D24), 33951-33964,2001.
Ulaby, F. and Stiles, W.: The active and passive microwave response to snow parameters. 2: water equivalent of dry snow, J. Geophys. Res., 85, 1045-1049, 1980. (Pubitemid 10471153)
Tedesco, M.: Snowmelt detection over the Greenland ice sheet from SSM/I brightness temperature daily variations, Geophys. Res. Lett., 34, L02504, doi:10.1029/2006GL028466,2007. (Pubitemid 47277666)
Tedesco, M.: Assessment and development of snowmelt retrieval algorithms over Antarctica from K-band spaceborne brightness temperature (1979-2009), Remote Sens. Environ., 113(5), 979-997,2009.
Tedesco, M., Serreze, M., and Fettweis, X.: Diagnosing the extreme surface melt event over southwestern Greenland in 2007, The Cryosphere, 2, 159-166, doi:10.5194/tc-2-159-2008, 2008.
Tedesco, M., Fettweis, X., van den Broeke, M., van de Wal, R., Smeets, P., van de Berg, W. J., Serreze, M., and Box, J.: The role of albedo and accumulation in the 2010 melting record in Greenland, Environ. Res. Lett., 6(1), 014005, doi:10.1088/1748-9326/6/1/014005,2011.
Torinesi, O., Fily, M., and Genthon, C.: Variability and trends of the summer melt period of Antarctic ice margin since 1980 from microwave sensors, J. Climate, 16, 1047-1060,2003. (Pubitemid 37160350)
Van denBroeke, M. R.,Bamber, J., Ettema, J., Rignot, E., Schrama, E., van de Berg, W. J., van Meijgaard, E., Velicogna, I., and Wouters, B.: Partitioning recent Greenland mass loss, Science, 326, 984-986,2009.
Wake, L. M., Huybrechts, P., Box, J. E., Hanna, E., Janssens, I., and Milne, G. A.: Surface mass-balance changes of the Greenland ice sheet since 1866,Ann. Glaciol., 50(50), 178-184, 2009.
Winebrenner, D. P., Arthern, R. J., and Shuman, C. A.: Mapping Greenland accumulation rates using observations of thermal emission at 4.5-cm wavelength, J. Geophys. Res., 106(D24), 33919-33934,2001.
Wouters, B., Chambers, D., and Schrama, E. J. O.: GRACE observes small-scale mass loss in Greenland, Geophys. Res. Lett., 35, L20501, doi:10.1029/2008GL034816,2008.
Zwally, H. J. and Fiegles, S.: Extent and duration of Antarctic surface melting, J. Glaciol., 40(136), 463-476, 1994.
Zwally, J. H., Giovinetto, M., Li, J., Cornejo, H., Beckley, M., Brenner, A., Saba, J., and Yi, D.: Mass changes of the Greenland and Antarctic ice sheets and shelves and contributions to sea-level rise: 1992-2002, J. Glaciol., 51(175), 509-527, 2005. (Pubitemid 43329191)