Modules / Lectures

Sl.No Chapter Name English
1An OverviewDownload
Verified
2Data Mining, Data assimilation and predictionDownload
Verified
3A classification of forecast errorsDownload
Verified
4Finite Dimensional Vector SpaceDownload
Verified
5MatricesDownload
Verified
6Matrices ContinuedDownload
Verified
7Multi-variate CalculusDownload
Verified
8Optimization in Finite Dimensional Vector spacesDownload
Verified
9Deterministic, Static, linear Inverse (well-posed) ProblemsDownload
Verified
10Deterministic, Static, Linear Inverse (Ill-posed) ProblemsDownload
Verified
11A Geometric View – ProjectionsDownload
Verified
12Deterministic, Static, nonlinear Inverse ProblemsDownload
Verified
13On-line Least SquaresDownload
Verified
14Examples of static inverse problemsDownload
Verified
15Interlude and a Way ForwardDownload
Verified
16Matrix Decomposition AlgorithmsDownload
Verified
17Matrix Decomposition Algorithms ContinuedDownload
Verified
18Minimization algorithmsDownload
Verified
19Minimization algorithms ContinuedDownload
Verified
20Inverse problems in deterministicDownload
Verified
21Inverse problems in deterministic ContinuedDownload
Verified
22Forward sensitivity methodDownload
Verified
23Relation between FSM and 4DVARDownload
Verified
24Statistical EstimationDownload
Verified
25Statistical Least SquaresDownload
Verified
26Maximum Likelihood MethodDownload
Verified
27Bayesian EstimationDownload
Verified
28From Gauss to Kalman-Linear Minimum Variance EstimationDownload
Verified
29Initialization Classical MethodDownload
Verified
30Optimal interpolationsDownload
Verified
31A Bayesian Formation-3D-VAR methodsDownload
Verified
32Linear Stochastic Dynamics - Kalman FilterDownload
Verified
33Linear Stochastic Dynamics - Kalman Filter ContinuedDownload
Verified
34Linear Stochastic Dynamics - Kalman Filter Continued.Download
Verified
35Covariance Square Root FilterDownload
Verified
36Nonlinear FilteringDownload
Verified
37Ensemble Reduced Rank FilterDownload
Verified
38Basic nudging methodsDownload
Verified
39Deterministic predictabilityDownload
Verified
40Predictability A stochastic view and SummaryDownload
Verified


Sl.No Language Book link
1EnglishNot Available
2BengaliNot Available
3GujaratiNot Available
4HindiNot Available
5KannadaNot Available
6MalayalamNot Available
7MarathiNot Available
8TamilNot Available
9TeluguNot Available