AS213_Python_in_Atmos_Sciences

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AS213_Python_in_Atmos_Sciences

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Course materials for AS 213: Introduction to Python and Its Applications in Atmospheric Sciences.

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# AS213_Python_in_Atmos_Sciences
Course materials for AS 213: Introduction to Python and Its Applications in Atmospheric Sciences at Sun Yat-sen University in the Autumn term of 2020-2021.

1. [`Pandas`-1](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/Pandas/Pandas_1.ipynb)

2. [`Pandas`-2](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/Pandas/Pandas_2.ipynb)

3. [`Pandas`-3](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/Pandas/Pandas_3.ipynb)

[Homework for `Pandas`](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/Pandas/Pandas_homework.ipynb)

4. [Advanced `Matplotlib`](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/Matplotlib/Matplotlib_advanced.ipynb)

[Homework for `Matplotlib`](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/Matplotlib/Matplotlib_homework.ipynb)

5. [Introduction to `xarray`- 1](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/xarray/xarray-1.ipynb)

6. [Introduction to `xarray`- 2](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/xarray/xarray-2.ipynb)

7. [Introduction to `Cartopy`-1](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/cartopy/Cartopy_1.ipynb)

8. [Introduction to `Cartopy`-2](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/cartopy/Cartopy_2.ipynb)
 
   [Homework for `Matplotlib`,`xarray` and `Cartopy`](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/Exercises/Exercise_El_Nino.ipynb)

9. [Integrated examples - 1](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/Integrated_examples/integrated_examples_1.ipynb)

10. [Integrated examples - 2](https://nbviewer.jupyter.org/github/smartlixx/AS213_Python_in_Atmos_Sciences/blob/master/Integrated_examples/integrated_examples_2.ipynb)

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