ASp731
| ASp731 | |
|---|---|
| Data Analysis Methods for Atmospheric and Oceanic Sciences (Not allowed for : Any program other than AST and ASZ) | |
| Credits | 2 |
| Structure | 0-0-4 |
| Pre-requisites | |
| Overlaps | |
ASp731 : Data Analysis Methods for Atmospheric and Oceanic Sciences (Not allowed for : Any program other than AST and ASZ)
[edit]Introduction to UNIX/LINUX, basic commands, file management; introduction to MATLAB, using Mathworks resources; MATLAB I/O with NetCDF, HDF and GRIB2; plotting 1, 2 and 3 dimensional weather/climate data and animations with MATLAB; Univariate & bivariate statistics, mean/median/mode, variance/standard deviation, correlation, errors, regression; probability and distributions, how to frame and test a hypothesis, principles of statistical significance, using MATLAB functions to test hypotheses and estimate statistical significance; working with spatial weather/climate data, regridding meteorological station data, interpolation, map overlays; working with time-series, interpolation, estimating trend in weather/climate variables.