Assessment of the AMSR-E sea ice concentration product at the ice edge using RADARSAT-1 and MODIS imagery

被引:40
|
作者
Heinrichs, John F. [1 ]
Cavalieri, Donald J.
Markus, Thorsten
机构
[1] Ft Hays State Univ, Dept Geosci, Hays, KS 67601 USA
[2] NASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA
[3] NASA, Goddard Space Flight Ctr, Lab Hydrospher Proc, Greenbelt, MD 20771 USA
来源
基金
美国国家航空航天局;
关键词
passive microwave remote sensing; sea ice edge; synthetic aperture radar (SAR); validation;
D O I
10.1109/TGRS.2006.880622
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Imagery from the C-band synthetic aperture radar (SAR) aboard RADARSAT-1 and the Moderate Resolution Imaging Spectroradiometer (MODIS) was used to evaluate the performance of the Advanced Microwave Scanning Radiometer-EOS (AMSR-E) ice concentration product near the sea ice edge in the Bering Sea for four days during March 2003, which is concurrent with the AMSR-Ice03 field/aircraft campaign. The AMSR-E products were observed to perform very well in identifying open-water and pack-ice areas, although the AMSR-E products occasionally underestimate ice concentration in areas with thin ice. The position of the ice edge determined from AMSR-E data using a 15% concentration threshold was found to be, on average, within one AMSR-E grid square (12.5 km) of the ice edge determined from the SAR data, with the AMSR-E edge tending to be outside the SAR-derived edge.
引用
收藏
页码:3070 / 3080
页数:11
相关论文
共 50 条
  • [1] Comparison between AMSR-E ASI sea-ice concentration product, MODIS and pseudo-ship observations of the Antarctic sea-ice edge
    Zhao, Xi
    Su, Haoyue
    Stein, Alfred
    Pang, Xiaoping
    [J]. ANNALS OF GLACIOLOGY, 2015, 56 (69) : 45 - 52
  • [2] Assessment of AMSR-E Antarctic Winter Sea-Ice Concentrations Using Aqua MODIS
    Cavalieri, Donald J.
    Markus, Thorsten
    Hall, Dorothy K.
    Ivanoff, Alvaro
    Glick, Emily
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (09): : 3331 - 3339
  • [3] Sea ice concentration, ice temperature, and snow depth using AMSR-E data
    Comiso, JC
    Cavalieri, DJ
    Markus, T
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2003, 41 (02): : 243 - 252
  • [4] Fusing AMSR-E and QuikSCAT Imagery for Improved Sea Ice Recognition
    Yu, Peter
    Clausi, David A.
    Howell, Stephen E. L.
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (07): : 1980 - 1989
  • [5] An algorithm to detect sea ice leads by using AMSR-E passive microwave imagery
    Roehrs, J.
    Kaleschke, L.
    [J]. CRYOSPHERE, 2012, 6 (02): : 343 - 352
  • [6] Improved Sea Ice Concentration Estimation Through Fusing Classified SAR Imagery and AMSR-E Data
    Wang, Lei
    Scott, K. Andrea
    Clausi, David A.
    [J]. CANADIAN JOURNAL OF REMOTE SENSING, 2016, 42 (01) : 41 - 52
  • [7] Intercomparisons of Antarctic sea ice types from visual ship, RADARSAT-1 SAR, Envisat ASAR, QuikSCAT, and AMSR-E satellite observations in the Bellingshausen Sea
    Ozsoy-Cicek, Burcu
    Kern, Stefan
    Ackley, Stephen F.
    Xie, Hongjie
    Tekeli, Ahmet E.
    [J]. DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY, 2011, 58 (9-10) : 1092 - 1111
  • [8] CONTINUOUS SEA ICE THICKNESS ESTIMATION USING A JOINT MODIS AND AMSR-E GUIDED VARIATIONAL MODEL
    Wong, A.
    Scott, K. A.
    Li, E.
    Amelard, R.
    [J]. 2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 4106 - 4109
  • [9] Direct Assimilation of AMSR-E Brightness Temperatures for Estimating Sea Ice Concentration
    Scott, K. Andrea
    Buehner, Mark
    Caya, Alain
    Carrieres, Tom
    [J]. MONTHLY WEATHER REVIEW, 2012, 140 (03) : 997 - 1013
  • [10] THIN SEA ICE IDENTIFICATION IN THE KARA SEA USING AMSR-E DATA
    von Lerber, A.
    Makynen, M.
    Simila, M.
    Sievinen, P.
    Hallikainen, M. T.
    [J]. 2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 4477 - 4480