Mar 6, 2012
Data Assimilation for Weather Forecasting Mechanical Project
This is a good Mechanical project report on "Data Assimilation for weather forecasting (Implementation for Lorenz Attractor – L3 System)". In this project firstly Data Assimilation (DA) was understood as a means of accurate state estimation. Data assimilation proceeds by analysis cycles. In each analysis cycle, observations of the current (and possibly, past) state of a system are combined with the results from a mathematical model (the forecast) to produce an analysis, which is considered as 'the best' estimate of the current state of the system. You can also Subscribe to FINAL YEAR PROJECT'S by Email for more such projects and seminar.
This report includes study of Linear and non linear systems, meaning of Data Assimilation and the need, chaotic behavior in simple mathematical models, Lorenz Attractor & Code developed, EnKF algorithm for simple L3 system, Bayesian Monte Carlo Application etc. Thanks to author of the project and use this report only for your reference and study work.
Author:-A V N Murthy
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