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BrandiDowns merged 2 commits into from
Sep 8, 2026
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EGIS Kubernetes Updates #325

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EGIS_Kuberntes_Updates
NickTarpinian Sep 8, 2026
de2f760
updated_LakeMead
NickTarpinian Sep 8, 2026
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4 changes: 2 additions & 2 deletions notebooks/GIS/OPERA_EGIS_access.ipynb
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"- [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](https://gis.earthdata.nasa.gov/portal/home/group.html?id=780767a6cee24331baae8557c78d2e8a).\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=8abb96a5532140c7bd357e3b11ac6a2d).\n",
"\n",
"\n",
"------"
Expand Down Expand Up @@ -79,7 +79,7 @@
"source": [
"## ArcGIS Pro\n",
"\n",
"To connect to the Image Service in ArcGIS Pro, first grab the endpoint URL: https://gis.earthdata.nasa.gov/image/rest/services/C2617126679-POCLOUD/OPERA_L3_DSWX-HLS_V1_B01_WTR/ImageServer from the dataset landing page as shown in the image below:\n",
"To connect to the Image Service in ArcGIS Pro, first grab the endpoint URL: https://gis.earthdata.nasa.gov/portal/rest/services/C2617126679-POCLOUD/OPERA_L3_DSWX-HLS_V1_B01_WTR/ImageServer from the dataset landing page as shown in the image below:\n",
"\n",
"<nop/> <div style=\"width: 700px;\">![](../../images/EGIS_OPERA_Images/OPERA_EGIS_ArcGIS_1.png)</div>\n",
"\n",
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6 changes: 3 additions & 3 deletions notebooks/GIS/OPERA_EGIS_access_Python.ipynb
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"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",
"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=8abb96a5532140c7bd357e3b11ac6a2d).\n",
"\n",
"------"
]
Expand Down Expand Up @@ -105,7 +105,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": null,
"id": "0e55f242",
"metadata": {
"tags": []
Expand All @@ -121,7 +121,7 @@
],
"source": [
"# Image Service URL\n",
"URL = \"https://gis.earthdata.nasa.gov/image/rest/services/C2617126679-POCLOUD/OPERA_L3_DSWX-HLS_V1_B01_WTR/ImageServer\"\n",
"URL = \"https://gis.earthdata.nasa.gov/portal/rest/services/C2617126679-POCLOUD/OPERA_L3_DSWX-HLS_V1_B01_WTR/ImageServer\"\n",
"\n",
"def to_epoch_ms(date_str):\n",
" \"\"\"Converts a standard date string to Epoch milliseconds.\"\"\"\n",
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6 changes: 3 additions & 3 deletions notebooks/GIS/OPERA_EGIS_access_Python_LakeMead_timeseries.ipynb
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"For an introductory tutorial on accessing OPERA DSWx-HLS data through the EGIS REST API using Python, see:<br>\n",
"[Earthdata GIS OPERA DSWx-HLS Image Service Access - Programmatic](OPERA_EGIS_access_Python.ipynb)\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#overview).<br>\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=8abb96a5532140c7bd357e3b11ac6a2d).<br>\n",
"For more details on the `B01_WTR` layer available through NASA EGIS, please see [OPERA_L3_DSWX-HLS_V1_B01_WTR](https://gis.earthdata.nasa.gov/portal/home/item.html?id=59caecb96b5b42dd85aa3001a10f7786)."
]
},
Expand Down Expand Up @@ -157,7 +157,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": null,
"id": "0e55f242",
"metadata": {
"tags": []
Expand All @@ -173,7 +173,7 @@
],
"source": [
"# Image Service URL\n",
"URL = \"https://gis.earthdata.nasa.gov/image/rest/services/C2617126679-POCLOUD/OPERA_L3_DSWX-HLS_V1_B01_WTR/ImageServer\"\n",
"URL = \"https://gis.earthdata.nasa.gov/portal/rest/services/C2617126679-POCLOUD/OPERA_L3_DSWX-HLS_V1_B01_WTR/ImageServer\"\n",
"\n",
"# Persistent session\n",
"SESSION = requests.Session()\n",
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4 changes: 2 additions & 2 deletions notebooks/GIS/SWOT_EGIS_access.ipynb
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"\n",
"## Summary\n",
"\n",
"The following instructions describe how to connect to [Earthdata GIS (EGIS)](https://gis.earthdata.nasa.gov/portal/home/index.html) endpoints with various Geographical Information System (GIS) Desktop softwares. This guide shows how to connect to the recently released Surface Water and Ocean Topography (SWOT) Feature Service of the [SWOT_L2_HR_RiverSP_D](https://podaac.jpl.nasa.gov/dataset/SWOT_L2_HR_RiverSP_D) River Reach collection.\n",
"The following instructions describe how to connect to [Earthdata GIS (EGIS)](https://gis.earthdata.nasa.gov/portal/home/index.html) endpoints with various Geographical Information System (GIS) Desktop softwares. This guide shows how to connect to the recently released Surface Water and Ocean Topography (SWOT) Feature Service of the [SWOT_L2_HR_RiverSP_D](https://www.earthdata.nasa.gov/data/catalog/pocloud-swot-l2-hr-riversp-d-d) River Reach collection.\n",
"\n",
"For more details on these services and the latest available services, please visit the [EGIS SWOT Feature Service page](https://podaac.github.io/tutorials/notebooks/GIS/SWOT_Rivers_EGIS_Services.html):\n",
"\n",
Expand Down Expand Up @@ -62,7 +62,7 @@
"source": [
"## ArcGIS Pro\n",
"\n",
"To connect to the Feature Servicein ArcGIS Pro, first grab the endpoint URL: https://gis.earthdata.nasa.gov/image/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD/FeatureServer from the dataset landing page as shown in the image below:\n",
"To connect to the Feature Servicein ArcGIS Pro, first grab the endpoint URL: https://gis.earthdata.nasa.gov/portal/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD/FeatureServer from the dataset landing page as shown in the image below:\n",
"\n",
"<nop/> <div style=\"width: 700px;\">![](../../images/EGIS_SWOT_Images/EGIS_ArcGIS_SWOT_1.png)</div>\n",
"\n",
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26 changes: 13 additions & 13 deletions notebooks/GIS/SWOT_EGIS_access_Python.ipynb
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"\n",
"## Summary\n",
"\n",
"The following instructions describe how to connect to [Earthdata GIS (EGIS)](https://gis.earthdata.nasa.gov/portal/home/index.html) endpoints programattically. This guide shows how to connect to the recently released Surface Water and Ocean Topography (SWOT) Feature Service of the [SWOT_L2_HR_RiverSP_D](https://podaac.jpl.nasa.gov/dataset/SWOT_L2_HR_RiverSP_D) River Reach collection.\n",
"The following instructions describe how to connect to [Earthdata GIS (EGIS)](https://gis.earthdata.nasa.gov/portal/home/index.html) endpoints programattically. This guide shows how to connect to the recently released Surface Water and Ocean Topography (SWOT) Feature Service of the [SWOT_L2_HR_RiverSP_D](https://www.earthdata.nasa.gov/data/catalog/pocloud-swot-l2-hr-riversp-d-d) River Reach collection.\n",
"\n",
"For more details on these services and the latest available services, please visit the [EGIS SWOT Feature Service page](https://podaac.github.io/tutorials/notebooks/GIS/SWOT_Rivers_EGIS_Services.html):\n",
"\n",
Expand Down Expand Up @@ -64,15 +64,15 @@
"id": "be1573eb",
"metadata": {},
"source": [
"The SWOT Rivers Feature Service endpoint can be queried through the ArcGIS REST endpoint. To reach the query URL of the service, first open the URL endpoint by selecting 'View' in the bottom right corner of the service landing page under ['URL'](https://gis.earthdata.nasa.gov/portal/home/item.html?id=7f510639ede7482d822b8b2b5b0e7423) and then select the feature service layer, as shown below:\n",
"The SWOT Rivers Feature Service endpoint can be queried through the ArcGIS REST endpoint. To reach the query URL of the service, first open the URL endpoint by selecting 'View' in the bottom right corner of the service landing page under ['URL'](https://gis.earthdata.nasa.gov/portal/home/item.html?id=9e2609d5ff384ec69796ec1433b30390) and then select the feature service layer, as shown below:\n",
"\n",
"<nop/> <div style=\"width: 600px;\">![](../../images/EGIS_SWOT_Images/EGIS_SWOT_Python_1.png)</div>\n",
"\n",
"<nop/> <div style=\"width: 600px;\">![](../../images/EGIS_SWOT_Images/EGIS_SWOT_Python_2.png)</div>\n",
"\n",
"Next all the way at the end of the webpage you will reach the `Supported Operations` section which is where you will select `Query`. That query URL will now be used to search through the feature service. \n",
"\n",
"https://gis.earthdata.nasa.gov/image/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query \n",
"https://gis.earthdata.nasa.gov/portal/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query \n",
"\n",
"<nop/> <div style=\"width: 700px;\">![](../../images/EGIS_SWOT_Images/EGIS_SWOT_Python_3.png)</div>\n",
"\n",
Expand All @@ -85,7 +85,7 @@
},
{
"cell_type": "code",
"execution_count": 13,
"execution_count": null,
"id": "9e4ee1dc",
"metadata": {},
"outputs": [
Expand All @@ -100,7 +100,7 @@
],
"source": [
"bbox = \"-112.188137,36.323246,-109.644802,37.995725\" # xmin,ymin,xmax,ymax\n",
"url = \"https://gis.earthdata.nasa.gov/image/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query\"\n",
"url = \"https://gis.earthdata.nasa.gov/portal/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query\"\n",
"\n",
"params = {\n",
" \"where\": \"1=1\",\n",
Expand Down Expand Up @@ -158,7 +158,7 @@
},
{
"cell_type": "code",
"execution_count": 15,
"execution_count": null,
"id": "1c822cc3",
"metadata": {},
"outputs": [
Expand All @@ -172,7 +172,7 @@
}
],
"source": [
"url = \"https://gis.earthdata.nasa.gov/image/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query\"\n",
"url = \"https://gis.earthdata.nasa.gov/portal/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query\"\n",
"params = {\n",
" \"where\": \"river_name='Colorado River'\", # Change to your river reach of interest\n",
" \"outFields\": \"*\",\n",
Expand Down Expand Up @@ -224,7 +224,7 @@
},
{
"cell_type": "code",
"execution_count": 17,
"execution_count": null,
"id": "8e9e5910",
"metadata": {},
"outputs": [
Expand All @@ -240,7 +240,7 @@
"source": [
"reach_id_value = 77250000051\n",
"\n",
"url = \"https://gis.earthdata.nasa.gov/image/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query\"\n",
"url = \"https://gis.earthdata.nasa.gov/portal/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query\"\n",
"params = {\n",
" \"where\": \"reach_id='77250000051'\", # Change to your reach_id of interest\n",
" \"outFields\": \"time_str,wse\",\n",
Expand Down Expand Up @@ -325,7 +325,7 @@
},
{
"cell_type": "code",
"execution_count": 20,
"execution_count": null,
"id": "0011ea5d",
"metadata": {},
"outputs": [
Expand All @@ -339,7 +339,7 @@
}
],
"source": [
"url = \"https://gis.earthdata.nasa.gov/image/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query\"\n",
"url = \"https://gis.earthdata.nasa.gov/portal/rest/services/C3233944997_POCLOUD/SWOT_L2_HR_RiverSP_reach_vD_BASIC/FeatureServer/1/query\"\n",
"params = {\n",
" \"where\": \"time_str >= '2025-05-07T00:00:00Z' AND time_str <= '2025-05-07T23:59:59Z'\",\n",
" \"outFields\": \"*\",\n",
Expand Down Expand Up @@ -393,7 +393,7 @@
},
{
"cell_type": "code",
"execution_count": 22,
"execution_count": null,
"id": "1c544ecf",
"metadata": {},
"outputs": [
Expand All @@ -419,7 +419,7 @@
"source": [
"reach_id_value = 77250000211\n",
"\n",
"url = \"https://gis.earthdata.nasa.gov/image/rest/services/C2799438299_POCLOUD/SWOT_L2_HR_RiverSP_reach_vC_BASIC/FeatureServer/1/query\"\n",
"url = \"https://gis.earthdata.nasa.gov/portal/rest/services/C2799438299_POCLOUD/SWOT_L2_HR_RiverSP_reach_vC_BASIC/FeatureServer/1/query\"\n",
"params = {\n",
" \"where\": \"reach_id='77250000211'\",\n",
" \"outFields\": \"time_str,wse\",\n",
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4 changes: 2 additions & 2 deletions quarto_text/GIS.qmd
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Expand Up @@ -8,7 +8,7 @@ Select NASA Earthdata PO.DAAC collections are available through the [NASA Earthd
*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 EGIS Services** - [Landing Page](https://gis.earthdata.nasa.gov/portal/home/group.html?id=8f40e6f75ec343c982af8047c470ed5f#overview)
**SWOT EGIS Services** - [Landing Page](https://gis.earthdata.nasa.gov/portal/home/group.html?id=50037df01ae5464e9dcc66b722c30e59)

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

Expand All @@ -22,7 +22,7 @@ Tutorials
- 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](https://gis.earthdata.nasa.gov/portal/home/group.html?id=780767a6cee24331baae8557c78d2e8a)
**OPERA DSWx EGIS Services** - [Landing Page](https://gis.earthdata.nasa.gov/portal/home/group.html?id=8abb96a5532140c7bd357e3b11ac6a2d)

**OPERA DSWx-HLS (B01_WTR, B03_CONF)** Data Products EGIS Resources:

Expand Down
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