Add Examples as Notebooks Version 1 (#16)

* Example Notebooks added; updated examples/index.md

* Fixed example notebook links

* Fixed example notebook links - second attempt

---------

Co-authored-by: Randy Bucciarelli <rbucciarelli@l-randymac.local>

Author: rbucciarelli

docs/examples/cdippy-boxplot.ipynb

@@ -1,2 +1,20 @@
+Examples
+========
+Examples of CDIPpy to access CDIP data and reproduce CDIP web products.
+
+Notebooks
+---------
+
+Python examples are available as Jupyter notebooks.
+
+Table below describes what can be found within each interactive notebook
+
+| Thumbnail | Title | Description | Notebook |
+|-----------|-------|-------------|----------|
+| ![compendium_thumb](thumbnails/cdippy-compendium.png) | **Compendium Plot** | Visualize common CDIP parameters over time | [`cdippy-compendium.ipynb`](cdippy-compendium.ipynb) |
+| ![sst_thumb](thumbnails/cdippy-sst.png) | **Sea Surface Temperature Plot** | Visualize CDIP SST over time | [`cdippy-sst.ipynb`](cdippy-sst.ipynb) |
+| ![boxplot_thumb](thumbnails/cdippy-boxplot.png) | **Wave Height Seasonal Boxplot** | Compute statistics and visualize CDIP wave heights | [`cdippy-boxplot.ipynb`](cdippy-boxplot.ipynb) |
+| ![xyz_thumb](thumbnails/cdippy-xyz.png) | **XYZ Displacements Plot** | Access and visualize CDIP xyz displacement data | [`cdippy-xyz.ipynb`](cdippy-xyz.ipynb) |
+| ![spectrum1d_thumb](thumbnails/cdippy-spectrum1d.png) | **Wave Spectrum 1D Plot** | Access and visualize CDIP 1-D wave spectra data | [`cdippy-spectrum1d.ipynb`](cdippy-spectrum1d.ipynb) |
+| ![spectrum2d_thumb](thumbnails/cdippy-spectrum2d.png) | **Wave Spectrum 2D Plot** | Access and visualize CDIP 2-D wave spectra data | [`cdippy-spectrum2d.ipynb`](cdippy-spectrum2d.ipynb) |
 
-{{ under_construction("This section is still being developed.") }}