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The DART Tutorial is intended to aid in the understanding of ensemble data assimilation theory and consists of step-by-step concepts and companion exercises with DART. The diagnostics in the tutorial use Matlab® (to see how to configure your environment to use Matlab and the DART diagnostics, see the documentation for Configuring Matlab® for netCDF & DART).
Section 1 | [pdf] | Filtering For a One Variable System |
Section 2 | [pdf] | The DART Directory Tree |
Section 3 | [pdf] | DART Runtime Control and Documentation |
Section 4 | [pdf] | How should observations of a state variable impact an unobserved state variable? Multivariate assimilation. |
Section 5 | [pdf] | Comprehensive Filtering Theory: Non-Identity Observations and the Joint Phase Space |
Section 6 | [pdf] | Other Updates for An Observed Variable |
Section 7 | [pdf] | Some Additional Low-Order Models |
Section 8 | [pdf] | Dealing with Sampling Error |
Section 9 | [pdf] | More on Dealing with Error; Inflation |
Section 10 | [pdf] | Regression and Nonlinear Effects |
Section 11 | [pdf] | Creating DART Executables |
Section 12 | [pdf] | Adaptive Inflation |
Section 13 | [pdf] | Hierarchical Group Filters and Localization |
Section 14 | [pdf] | Observation Quality Control |
Section 15 | [pdf] | DART Experiments: Control and Design |
Section 16 | [pdf] | Diagnostic Output |
Section 17 | [pdf] | Creating Observation Sequences |
Section 18 | [pdf] | Lost in Phase Space: The Challenge of Not Knowing the Truth |
Section 19 | [pdf] | DART-Compliant Models and Making Models Compliant: Coming Soon |
Section 20 | [pdf] | Model Parameter Estimation |
Section 21 | [pdf] | Observation Types and Observing System Design |
Section 22 | [pdf] | Parallel Algorithm Implementation: Coming Soon |
Section 23 | [pdf] | Location Module Design |
Section 24 | Fixed Lag Smoother (not available yet) | |
Section 25 | [pdf] | A Simple 1D Advection Model: Tracer Data Assimilation |
DART software - Copyright UCAR. This open source software is provided by UCAR, "as is", without charge, subject to all terms of use at http://www.image.ucar.edu/DAReS/DART/DART_download
Contact: | DART core group |
Revision: | $Revision$ |
Source: | $URL$ |
Change Date: | $Date$ |
Change history: | try "svn log" or "svn diff" |