Estimation problem

• State variables of an atmospheric numerical weather prediction model

  • wind components, temperature, humidity, etc. defined at all model levels and at each grid point

• Number of parameters to estimate:

# (variables) X (# levels) X (# gridpoints) = 4 X 28 X (400 X 200) ~ 107

• Number of data used ~ 105

  • redundancy in the data

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