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  • 标题:Automated ice-sheet snowmelt detection using microwave radiometer measurements
  • 作者:Lei Liang ; Huadong Guo ; Xinwu Li
  • 期刊名称:Polar Research
  • 印刷版ISSN:1751-8369
  • 出版年度:2013
  • 卷号:32
  • DOI:10.3402/polar.v32i0.19746
  • 语种:English
  • 出版社:Co-Action Publishing
  • 其他摘要:Monitoring ice-sheet snowmelt is fundamental to understanding global climate change. A simple and automated snowmelt detection process is critical to the establishment of an ice-sheet snowmelt monitoring system. However, different ice-sheet snowmelt detection methods are based on a variety of thresholding schemes using different melt signals for dry and wet snow; these complicate the regular operation of an ice-sheet snowmelt monitoring. We propose an automated melt signal detection method developed using melt signals derived from the cross-gradient polarization ratio snowmelt detection method over Greenland and the wavelet transformation-based snowmelt detection method over Antarctica. Initial results indicate that the proposed method not only increases computational efficiency, practicability and operability but is also more accurate.
  • 其他关键词:Ice sheet;snowmelt detection;radiometer;cross-gradient polarization ratio;wavelet transformation;generalized Gaussian model
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