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12 changes: 9 additions & 3 deletions _quarto.yml
Original file line number Diff line number Diff line change
Expand Up @@ -86,12 +86,20 @@ website:
href: notebooks/datasets/MUR_SST_Washington_Comparison.ipynb
- section: quarto_text/OPERA.qmd
contents:
- section: "Visualization and Mosaicking"
- section: "Imagery Exploration"
href: quarto_text/OPERA.html#imagery-exploration
- section: "Search & Download"
href: quarto_text/OPERA.html#search-and-download
- section: "Access & Visualization"
contents:
- text: "Cloud"
href: notebooks/datasets/OPERA_GIS_Cloud.ipynb
- text: "Local"
href: notebooks/datasets/OPERA_GIS_Notebook.ipynb
- text: "GIS"
href: quarto_text/OPERA.html#gis
- text: "Other Resources"
href: quarto_text/OPERA.html#other-resources
- section: quarto_text/Sentinel6MF.qmd
contents:
- text: "Access in Cloud"
Expand Down Expand Up @@ -223,8 +231,6 @@ website:
href: quarto_text/GIS.html#storymaps
- text: "Other GIS Tutorials"
href: quarto_text/GIS.html#other-gis-tutorials
- text: "GIS Jupyter Notebook Tutorials"
href: quarto_text/GIS.html#gis-jupyter-notebook-tutorials
- section: quarto_text/CloudvsLocalWorkflows.qmd
contents:
- section: "Estuary Example"
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4 changes: 2 additions & 2 deletions notebooks/GIS/OPERA_EGIS_access.ipynb
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Expand Up @@ -23,7 +23,7 @@
"- [OPERA_L3_DSWX-HLS_V1_B03_CONF](https://gis.earthdata.nasa.gov/portal/home/item.html?id=f417d9093b714c06951f4c4bdf28e64e)\n",
"\n",
"\n",
"For more details on these services and the latest available services, please visit the EGIS OPERA Image Service page (_insert link when ready_).\n",
"For more details on these services and the latest available services, please visit the [EGIS OPERA Image Service page](https://gis.earthdata.nasa.gov/portal/home/group.html?id=780767a6cee24331baae8557c78d2e8a).\n",
"\n",
"\n",
"------"
Expand Down Expand Up @@ -118,7 +118,7 @@
"source": [
"## Programmatic Access\n",
"\n",
"For programmatic access examples, see `OPERA_EGIS_access_Python.ipynb` in the [PO.DAAC Cookbook](../notebooks/GIS/OPERA_EGIS_access_Python.ipynb)."
"For programmatic access examples, see `OPERA_EGIS_access_Python.ipynb` in the [PO.DAAC Cookbook](https://podaac.github.io/tutorials/notebooks/GIS/OPERA_EGIS_access_Python.html)."
]
}
],
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7 changes: 3 additions & 4 deletions notebooks/GIS/OPERA_EGIS_access_Python.ipynb
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Expand Up @@ -5,7 +5,7 @@
"id": "1e68b311",
"metadata": {},
"source": [
"# Earthdata GIS OPERA DSWx-HLS Image Service Access\n",
"# Earthdata GIS OPERA DSWx-HLS Image Service Access - Programmatic\n",
"<br>\n",
"\n",
"Author(s): Nicholas Tarpinian, Brandi Downs, Catalina Taglialatela *(NASA PO.DAAC)*\n",
Expand All @@ -25,7 +25,7 @@
"\n",
"- [OPERA_L3_DSWX-HLS_V1_B03_CONF](https://gis.earthdata.nasa.gov/portal/home/item.html?id=f417d9093b714c06951f4c4bdf28e64e)\n",
"\n",
"This tutorial focuses on the **B01_WTR** layer but a similar approahc can be used with the **B03_CONF** layer.\n",
"This tutorial focuses on the **B01_WTR** layer but a similar approach can be used with the **B03_CONF** layer.\n",
"\n",
"\n",
"For more details on these services and the latest available services, please visit the [EGIS OPERA Image Service page](https://gis.earthdata.nasa.gov/portal/home/group.html?id=780767a6cee24331baae8557c78d2e8a).\n",
Expand All @@ -43,8 +43,7 @@
"- **Service Discovery:** Programmatically retrieve metadata and capabilities of the Image Service.\n",
"- **User Configuration:** Define your geographic area of interest, time range, and data fields.\n",
"- **Tabular Data Extraction:** Query the ArcGIS REST endpoint and parse the resulting Image Service metadata into a viewable table.\n",
"- **Interactive Exploration:** Visualize the selected tiles for your use case to get oriented and assess if sufficient data is available given your specified filtering.\n",
"---"
"- **Interactive Exploration:** Visualize the selected tiles for your use case to get oriented and assess if sufficient data is available given your specified filtering."
]
},
{
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22 changes: 13 additions & 9 deletions quarto_text/GIS.qmd
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Expand Up @@ -7,27 +7,31 @@ subtitle: Tutorials for using NASA PO.DAAC data with Geographic Information Syst
Select NASA Earthdata PO.DAAC collections are available through the [NASA Earthdata GIS (EGIS)](https://gis.earthdata.nasa.gov/portal/home/index.html), a resource for distributing cloud-native, GIS-ready NASA Earth Science data, services, and resources. These include ArcGIS and Open Geospatial Consortium (OGC)-compliant raster and feature geospatial services*. To access the full NASA Earth observation repository for data download, please visit [Earthdata Search](https://search.earthdata.nasa.gov/search).
*Core functionality is available for EGIS web services; however, some unique behaviors persist. Please see our [Expected Behavior and Known Limitations](https://gis.earthdata.nasa.gov/portal/apps/storymaps/stories/67b9468490244f6998a19659eed1a1d9) for more details.

## **SWOT**
### **SWOT**
SWOT EGIS Services - [Landing Page](https://gis.earthdata.nasa.gov/portal/home/group.html?id=8f40e6f75ec343c982af8047c470ed5f#overview)

SWOT HR Level 2 River Single-Pass Vector Data Product EGIS resources:

Services
#### **Services**

- SWOT L2 HR RiverSP - [EGIS Services Endpoints List](../notebooks/GIS/SWOT_Rivers_EGIS_Services.md)

Tutorials
#### **Tutorials**

- SWOT L2 HR RiverSP - [EGIS Access Guide](../notebooks/GIS/SWOT_EGIS_access.ipynb)
- SWOT L2 HR RiverSP - [EGIS Python Guide](../notebooks/GIS/SWOT_EGIS_access_Python.ipynb)

## **OPERA DSWx (Dynamic Surface Water Extent)**
OPERA DSWx EGIS Services - Landing Page
### **OPERA DSWx (Dynamic Surface Water Extent)**
OPERA DSWx EGIS Services - [Landing Page](https://gis.earthdata.nasa.gov/portal/home/group.html?id=780767a6cee24331baae8557c78d2e8a)

#### **Services**

Services
- OPERA L3 DSWX-HLS_V1 - [EGIS Services Endpoints List](../notebooks/GIS/OPERA_DSWx-HLS_EGIS_Services.md)

Tutorials
- OPERA L3 DSWX-HLS_V1 - [Access](../notebooks/GIS/OPERA_EGIS_access.ipynb)
- OPERA L3 DSWX-HLS_V1 - [Access with Python](../notebooks/GIS/OPERA_EGIS_access_Python.ipynb)
#### **Tutorials**

- OPERA L3 DSWX-HLS_V1 - [EGIS Access Guide](../notebooks/GIS/OPERA_EGIS_access.ipynb)
- OPERA L3 DSWX-HLS_V1 - [EGIS Python Guide](../notebooks/GIS/OPERA_EGIS_access_Python.ipynb)

## **StoryMaps**

Expand Down
25 changes: 17 additions & 8 deletions quarto_text/OPERA.qmd
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Expand Up @@ -3,7 +3,7 @@ title: OPERA
subtitle: Data Tutorials
---

## Background
## **Background**

The Observational Products for End-Users from Remote Sensing Analysis (OPERA) product suite is designed to collect data from satellite radar and optical instruments to generate three products:

Expand All @@ -13,17 +13,17 @@ The Observational Products for End-Users from Remote Sensing Analysis (OPERA) pr

Only DSWx products will be distributed through PO.DAAC. More information can be found on [PO.DAAC's OPERA webpage](https://podaac.jpl.nasa.gov/OPERA).

## Data Resources & Tutorials
## **Data Resources & Tutorials**

### Imagery Exploration
### **Imagery Exploration**

[Surface Water Extent Worldview StoryMap](https://worldview.earthdata.nasa.gov/?l=Coastlines_15m,Reference_Features_15m,Reference_Labels_15m,OPERA_L3_Dynamic_Surface_Water_Extent-HLS_Provisional(disabled=5),Land_Water_Map&lg=true&tr=surface_water_extent&t=2023-09-16-T00%3A00%3A00Z)

[SOTO by Worldview](https://soto.podaac.earthdatacloud.nasa.gov/) - explore OPERA imagery in a GUI

[Video Tutorial: Exploring OPERA Surface Water Extent Data in NASA Worldview](https://www.youtube.com/watch?v=0JeF_okiKmU)

### Search & Download
### **Search & Download**

**Via Graphical User Interface:**

Expand All @@ -37,20 +37,29 @@ podaac-data-subscriber -c OPERA_L3_DSWX-HLS_V1 -d ./data/OPERA_L3_DSWX-HLS_V1 --

> See [how to Download/Subscribe](DataSubscriberDownloader.qmd) for more information on how to use the PO.DAAC subscriber/downloader.

### Workflow tutorials: Access & Visualization
### **Access & Visualization**

#### **Cloud**

[AWS Cloud: OPERA Dynamic Surface Water Extent (DSWx) Data](../notebooks/datasets/OPERA_GIS_Cloud.ipynb) - How to search for, access, visualize, and mosaic OPERA data over lake Powell while working in the cloud.

#### **Local**

[Local Machine: OPERA Dynamic Surface Water Extent (DSWx) Data](../notebooks/datasets/OPERA_GIS_Notebook.ipynb) - How to search for, download, visualize, and mosaic OPERA data over lake Powell while working on a local machine.

### GIS workflows
#### **GIS**

#### **NASA Earthdata GIS (EGIS)**
- OPERA L3 DSWX-HLS_V1 EGIS - [EGIS Services Endpoints List](../notebooks/GIS/OPERA_DSWx-HLS_EGIS_Services.md)
- OPERA L3 DSWX-HLS_V1 EGIS - [Access](../notebooks/GIS/OPERA_EGIS_access.ipynb)
- OPERA L3 DSWX-HLS_V1 EGIS - [Access with Python](../notebooks/GIS/OPERA_EGIS_access_Python.ipynb)

[StoryMap: Exploring Water Surface Extent with Satellite Data](https://storymaps.arcgis.com/collections/413c17cba4b44be18e445c1caaf03fff?item=1)

[OPERA ArcGIS Toolbox](https://github.com/OPERA-Cal-Val/OPERA-ArcGIS-Toolbox/tree/main) - GitHub repository with three geoprocessing tools: OPERA Granule Download, OPERA Granule Filter, and OPERA Raster Mosaic

## Additional Resources
#### Other Resources

[OPERA Applications GitHub Notebooks](https://github.com/OPERA-Cal-Val/OPERA_Applications/tree/main) - check out the [leafmap examples](https://github.com/OPERA-Cal-Val/OPERA_Applications/tree/main/leafmap)!
[OPERA Project GitHub Notebooks](https://github.com/OPERA-Cal-Val/OPERA_Applications/tree/main) - check out the [leafmap examples](https://github.com/OPERA-Cal-Val/OPERA_Applications/tree/main/leafmap)!

[NASA Mission Page](https://www.jpl.nasa.gov/go/opera)
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