Merge pull request #246 from podaac/helene-noteboook

Helene notebook and CUAHSI dashboard

_quarto.yml

@@ -76,6 +76,8 @@ website:
                     href: notebooks/datasets/enso_MUR_tutorial_final.ipynb
                   - text: "MUR with Dask"
                     href: notebooks/Advanced_cloud/basic_dask.ipynb
+                  - text: "Hurricane Helene"
+                    href: notebooks/DataStories/HurricaneHelene_SST_SSH_Notebook.ipynb
                   - text: "In QGIS"
                     href: notebooks/GIS/MUR_SSTA_QGIS.md  
                   - text: "OPeNDAP Access"
@@ -220,6 +222,8 @@ website:
                     href: notebooks/datasets/OPERA_GIS_Notebook.ipynb
           - section: quarto_text/ScienceDataStories.qmd
             contents:
+              - text: "Hurricane Helene"
+                href: notebooks/DataStories/HurricaneHelene_SST_SSH_Notebook.ipynb
               - section: "Amazon Estuary Exploration"
                 contents:
                   - text: "Cloud"

quarto_text/GHRSST.qmd

@@ -14,6 +14,8 @@ More information can be found on [PO.DAAC's GHRSST webpage](https://podaac.jpl.n
 
 #### [Parallelizing MUR Computations with Dask in the Cloud](../notebooks/Advanced_cloud/basic_dask.ipynb) - covers the basics of using Dask for parallel computing with the MUR dataset completely in the cloud
 
+#### [Hurricane Helene Sea Surface Temperature and Sea Surface Height](../notebooks/DataStories/HurricaneHelene_SST_SSH_Notebook.ipynb) - Uses Python to plot the SST and SSH in the Gulf of Mexico to show how Hurricane Helene impacted the region in September 2024.
+
 #### [QGIS - Mapping Sea Surface Temperature Anomalies](../notebooks/GIS/MUR_SSTA_QGIS.md) - how to visualize and project SSTA in QGIS.
 
 #### [Using OPeNDAP to Access the MUR Sea Surface Temperature dataset](../notebooks/opendap/MUR-OPeNDAP.ipynb) - opening and visualizing the GHRSST MUR SST dataset using OPeNDAP.

quarto_text/SWOT.qmd

@@ -21,6 +21,10 @@ The Surface Water and Ocean Topography (SWOT) mission aims to provide valuable d
 - [with unique SWORD river reach ID](../notebooks/SWORD_River_Demo.ipynb) 
 - [with unique Hydrologic Unit Code (HUC) basin ID](../notebooks/HUC Feature Translation Service Examples-updated-20210804.ipynb)
 
+#### **Via Dashboard**
+
+- SWOT Viz by CUAHSI [https://swotvis.cuahsi.io/](https://swotvis.cuahsi.io/)
+
 #### **Via Command Line** - PO.DAAC subscriber/downloader examples: 
 
 Hydrology: *These examples will download either the river vector files or the raster files for February 2024:* 
@@ -152,6 +156,8 @@ In [Earthdata Search GUI](https://search.earthdata.nasa.gov/search):
 
 [HiTIDE subsetter for Sea Surface Height Products](https://hitide.podaac.earthdatacloud.nasa.gov/) - select KaRIn instrument in `sensors`, see video tutorial [here](https://www.youtube.com/watch?v=S8MIHltlwWA)
 
+[SWOT Viz by CUAHSI](https://swotvis.cuahsi.io/) - an interactive dashboard where you can click on a water body and get a time series of SWOT data globally.
+
 ### **SWORD of Science**
 
 The SWORD of Science (SoS) is a community-driven dataset produced for and from the execution of the Confluence workflow which is a cloud-based workflow that executes on SWOT observations to produce river discharge parameter estimates. Data granules contain two files, priors and results. The priors file contains prior information, such as in-situ gauge data and model output that is used to generate the discharge products. The results file contains the resulting river discharge data products.
@@ -177,12 +183,14 @@ For more information about SWOT discharge, see the following paper: [https://doi
 
 [SWOT Data Product User Feedback](https://forum.earthdata.nasa.gov/viewtopic.php?t=5270) - Post on this topic in the Earthdata Forum to give feedback or ask questions of the experts!
 
-### **A Priori Databases**
+### **Databases & Dashboards**
 
 [SWOT River Database (SWORD)](https://www.swordexplorer.com/) - the database for rivers SWOT products are based upon, great for discovering river reach IDs!
 
 [Prior Lake Database (PLD)](https://hydroweb.next.theia-land.fr/) - Add in the PLD layer into Hydroweb.next to see the lakes SWOT products are based upon, great for discovering lake IDs! 
 
+[SWOT Viz by CUAHSI](https://swotvis.cuahsi.io/) - an interactive dashboard where you can click on a water body and get a time series of SWOT data globally.
+
 ### **Videos**
 
 [SWOT YouTube Playlist](https://www.youtube.com/playlist?list=PLDWiCz1Ka4kRhE-g39HwvvyMLtn87m1vH) - includes overview of hydrology products, 2-hour data access workshop, and SWOT office hours session

quarto_text/ScienceDataStories.qmd

@@ -2,6 +2,9 @@
 title: Science Data Stories
 ---
 
+### **Hurricane Helene Sea Surface Temperature and Sea Surface Height** - [Tutorial](../notebooks/DataStories/HurricaneHelene_SST_SSH_Notebook.ipynb)
+*Use Python to plot the SST and SSH in the Gulf of Mexico to show how Hurricane Helene impacted the region in September 2024.*
+
 ### **Amazon Estuary Exploration** - [Tutorial - Cloud](../notebooks/meetings_workshops/workshop_osm_2022/CloudAWS_AmazonRiver_Estuary_Exploration.ipynb) | [Tutorial - Local](../notebooks/meetings_workshops/workshop_osm_2022/Cloud_DirectDownload_AmazonRiver_Estuary_Exploration.ipynb)
 *Explores the relationships between land water equivalent thickness, river height, sea surface salinity, and sea surface temperature in the Amazon River estuary and coastal region from multiple datasets (GRACE-FO, Pre-SWOT MEaSUREs, OISSS, & MODIS).*