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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. flox: Advanced Tools for GroupBy and Resample
12. Climate Data Operator (CDO)
13. dask: Parallel Computations for Large Datasets

Appendix

Appendix: Useful Examples for Climate Analysis

Repository
Open issue

Index

By Wayne Yuan-Huai Tsai, University of Oklahoma

© Copyright 2021-2025.

Last updated: 2025-08-24