National Institute of Technology Rourkela

राष्ट्रीय प्रौद्योगिकी संस्थान राउरकेला

ଜାତୀୟ ପ୍ରଯୁକ୍ତି ପ୍ରତିଷ୍ଠାନ ରାଉରକେଲା

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Syllabus

Course Details

Subject {L-T-P / C} : ER5672 : Data analyses and Visualization Laboratory { 0-0-3 / 2}

Subject Nature : Practical

Coordinator : Naresh Krishna Vissa

Syllabus

Module 1 :

Quality control methods of large data sets of satellite, in situ and modelling products. Using the meteorology and oceanography satellite products. Statistical methods of rainfall data analysis. Computation of divergence and vorticity analysis of wind products and visualize the products.

Course Objective

1 .

Main objective of the course is to deal with the quality assessment of meteorological and oceanography data sets and visualize the products using MATLAB.

Course Outcome

1 .

CO1: This course will enable the students to handle satellite meteorological and oceanography data sets.
CO2: Programming related to computing various meteorological diagnostic parameters.
CO3: Learn line, two-dimensional and three-dimensional data over the different global projections.
CO4: Apply various statistical tools to large atmospheric data sets using MATLAB.

Essential Reading

1 .

Martin H. Trauth, MATLAB Recipes for Earth Sciences, 4e, Springer

2 .

John B. Drake, Climate Modeling for Scientists and Engineers, SIAM

Supplementary Reading

1 .

Gidon Eshel, Spatiotemporal Data Analysis, Princeton University Press

2 .

James R. Holton, Gregory J. Hakim, An Introduction to Dynamic Meteorology, 5e, Academic Press