Re-evaluation of MODIS MCD43 Greenland albedo accuracy and trends

被引:100
作者
Stroeve, Julienne [1 ]
Box, Jason E. [2 ]
Wang, Zhuosen [3 ]
Schaaf, Crystal [3 ]
Barrett, Andrew [1 ]
机构
[1] Univ Colorado CU, CIRES, NSIDC, Boulder, CO 80309 USA
[2] Geol Survey Denmark & Greenland GEUS, Copenhagen, Denmark
[3] Boston Univ, Ctr Remote Sensing, Dept Geog, Boston, MA 02215 USA
关键词
Greenland Ice Sheet; Surface albedo; MODIS; Climate change; REFLECTANCE DISTRIBUTION FUNCTION; ICE-SHEET; DARK REGION; SNOW; PRODUCT; SURFACE; MELT; CONSISTENCY; RETRIEVALS; ALGORITHM;
D O I
10.1016/j.rse.2013.07.023
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, the accuracy of the MODerate resolution Imaging Spectroradiometer (MODIS) combined Terra (MOD) and Aqua (MYD) 16-day albedo product (MCD43) is evaluated through comparisons with eleven years of in situ measurements at 17 automatic weather stations on the Greenland Ice Sheet. Taking into consideration accuracy issues with in situ observations, results show that utilizing all high-quality, cloud-free MODIS retrievals gives physically realistic ice sheet albedo values for solar zenith angles less than 75, with a root-mean-square error of 0.067 (RMSE) and an overall mean bias of +0.022 (with the MODIS data biased slightly high relative to the in situ data). Using this data set, changes in ice sheet albedo from 2000 to 2012 are documented. Analysis reveals negative trends in ice sheet albedo during summer over the 13-year data record, with persistent negative albedo anomalies in recent years over western Greenland. During summer 2012, extensive surface melt resulted in a Greenland area-averaged albedo anomaly for June, July August relative to 2000-2009 of -0.044 that significantly increased the amount of total absorbed solar radiation and surface melt. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:199 / 214
页数:16
相关论文
共 60 条
[1]  
[Anonymous], UPDATED DAILY MODIS
[2]   A new bed elevation dataset for Greenland [J].
Bamber, J. L. ;
Griggs, J. A. ;
Hurkmans, R. T. W. L. ;
Dowdeswell, J. A. ;
Gogineni, S. P. ;
Howat, I. ;
Mouginot, J. ;
Paden, J. ;
Palmer, S. ;
Rignot, E. ;
Steinhage, D. .
CRYOSPHERE, 2013, 7 (02) :499-510
[3]   July 2012 Greenland melt extent enhanced by low-level liquid clouds [J].
Bennartz, R. ;
Shupe, M. D. ;
Turner, D. D. ;
Walden, V. P. ;
Steffen, K. ;
Cox, C. J. ;
Kulie, M. S. ;
Miller, N. B. ;
Pettersen, C. .
NATURE, 2013, 496 (7443) :83-86
[4]   TOWARD ESTIMATION OF CLIMATIC EFFECTS DUE TO ARCTIC AEROSOLS [J].
BLANCHET, JP .
ATMOSPHERIC ENVIRONMENT, 1989, 23 (11) :2609-2625
[5]   Greenland ice sheet albedo feedback: thermodynamics and atmospheric drivers [J].
Box, J. E. ;
Fettweis, X. ;
Stroeve, J. C. ;
Tedesco, M. ;
Hall, D. K. ;
Steffen, K. .
CRYOSPHERE, 2012, 6 (04) :821-839
[6]   Greenland Ice Sheet Mass Balance Reconstruction. Part III: Marine Ice Loss and Total Mass Balance (1840-2010) [J].
Box, Jason E. ;
Colgan, William .
JOURNAL OF CLIMATE, 2013, 26 (18) :6990-7002
[7]   Greenland Ice Sheet Surface Air Temperature Variability: 1840-2007 [J].
Box, Jason E. ;
Yang, Lei ;
Bromwich, David H. ;
Bai, Le-Sheng .
JOURNAL OF CLIMATE, 2009, 22 (14) :4029-4049
[8]  
BOX JE, 1997, THESIS U COLORADO, P111
[9]   Arctic air temperature change amplification and the Atlantic Multidecadal Oscillation [J].
Chylek, Petr ;
Folland, Chris K. ;
Lesins, Glen ;
Dubey, Manvendra K. ;
Wang, Muyin .
GEOPHYSICAL RESEARCH LETTERS, 2009, 36
[10]  
ETTEMA J, 2013, GEOPHYS RES IN PRESS