ATM S 591
:
Source Code
Matlab source code for predictability and state estimation.
Conditional probability and likelihood for a 2D Gaussian pdf.
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Least squares examples.
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Orthogonalize linearly independent vectors by Gram-Schmidt, SVD, and QR.
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Depends on:
Gram-Schmidt function
Compute Lyapunov exponents and vectors for the Henon attractor.
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Depends on:
Henon map function
Henon map analytic tangent linear model
Henon map complex-step derivative function
Solve Louiville equation for a one-dimensional problem.
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Depends on:
Time tendency function
Solve Louiville equation for the Henon attractor by ensemble methods.
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Depends on:
Henon map function
Randomly sample a multivariate Gaussian distribution.
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Depends on:
Function that samples N(mu,P).
Extended Kalman filter for the Henon attractor.
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Depends on:
Henon map function
Henon map analytic tangent linear model
Henon map initial-condition finder
Ensemble Kalman filter for the Henon attractor.
Depends on:
Henon map function
Henon map initial-condition finder
Ensemble perturbed-observations update function
Ensemble Kalman filters for the Lorenz 1963 attractor.
Depends on:
Lorenz 1963 model function
Ensemble square-root update function (serial obs processing)
Ensemble perturbed-observations update function
Ensemble Potter square-root update function
3DVAR for the Henon attractor.
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Depends on:
Henon map function
Attractor statistics for the Henon map
Henon map initial-condition finder
3DVAR for the Lorenz 1963 attractor.
Depends on:
Lorenz 1963 model function
Attractor statistics for the Lorenz 1963 attractor
4DVAR for the Lorenz 1963 attractor.
Depends on:
Lorenz 1963 model function
Attractor statistics for the Lorenz 1963 attractor
Lorenz 1963 tangent linear model
Adjoint sensitivity for the Lorenz 1963 attractor.
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Depends on:
Lorenz 1963 model function
Lorenz 1963 tangent linear model
