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Syllabus

Fundamentals in xarray

Python Installation and Environment Setup
1. Introduction
2. NetCDF and GRIB Datasets I/O
3. Basic Workflow Demo: Plotting A Monthly Mean Map
4. Conditional Control of datetime Index
5. Manually Create a DataArray

Fundamentals in climate analysis

6. Climatology and Anomaly
7. Advanced Calculation and Statistical Methods

Advanced plotting

8. xarray Plotting (I): Plotting 1-Dimensional Data
9. xarray Plotting (II): Plotting Data with More Than 2 Dimensions
10. pandas and seaborn: Statistical Plots

Other topics

11. Climate Data Operator (CDO)
12. dask and Large Datasets Computations

Appendix

Appendix: Useful Examples for Climate Analysis

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By Wayne Yuan-Huai Tsai, University of Oklahoma

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Last updated: 2024-08-23