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Opportunity at National Oceanic & Atmospheric Administration (NOAA)

Calibration Strategies for Distributed Models

Location

National Weather Service, Office of Hydrologic Development

RO# Location
26.07.96.B7004 Silver Spring , MD 20910

Advisers

Name E-mail Phone
Smith, Michael Bryan michael.smith@noaa.gov 301.427.9544

Description

Calibration strategies are needed to support the effective use of distributed hydrologic models for operational forecasting. While many distributed models exist (and more are being developed) and new data sources are appearing, comprehensive calibration strategies are proving to be elusive. Most of the current strategies involve the use of scalar factors to uniformly adjust the parameters in all the computational elements. A major limitation of this approach is the emphasis on single basin calibration that does not translate to consistent intra-basin parameter sets. New approaches are needed to perform regional calibration. Potential topics include the use of spatial statistical measures with hard or soft data to infer how to adjust parameters in subsets of computational elements, regularization, effective, and robust search algorithms for automatic calibration and others.

 

Keywords:
Hydrology; Calibration; Distributed modeling; Optimization;

Eligibility

Citizenship:  Open to U.S. citizens, permanent residents and non-U.S. citizens
Level:  Open to Postdoctoral and Senior applicants

Stipend

Base Stipend Travel Allotment Supplementation
$55,000.00 $2,000.00

Experience Supplement:
Postdoctoral and Senior Associates will receive an appropriately higher stipend based on the number of years of experience past their PhD.

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