Water Level Estimation and Reduction of Hydraulic Model Calibration Uncertainties Using Satellite SAR Images of Floods

No abstract is available for this paper.

• Publication year

  2009

• Venue

  IEEE Transactions on Geoscience and Remote Sensing

• Publication date

  2009-02-03

• Fields of study

  Computer Science, Engineering, Environmental Science

• Identifiers
  DOI 10.1109/TGRS.2008.2008718
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2006influential reference
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  2006influential reference
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  1998influential reference
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