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Christopher R. Hain, Wade T. Crow, Martha C. Anderson and John R. Mecikalski An ensemble Kalman filter dual assimilation of thermal infrared and microwave satellite observations of soil moisture into the Noah land surface model Water Resources Research 48

Article first published online: 14 NOV 2012 | DOI: 10.1029/2011WR011268

Key Points

  • Thermal infrared and passive microwave SM retrievals are assimilated in an LSM
  • Quantify the impact of a dual assimilation framework over single assimilation
  • Quantify the impact of using a vegetation-based estimate for observation error

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