diff --git a/_quarto.yml b/_quarto.yml
index 5898852a..2d33fb69 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -176,7 +176,7 @@ website:
                             href: notebooks/GIS/GDAL_NetCDF_GeoTIFF.ipynb
                   - text: "Tools"
                     href: quarto_text/SWOT.html#tools
-                  - section: "SWORD of Science (SoS)"
+                  - section: "SWORD of Science (SoS) Discharge"
                     contents:
                       - text: "Exploring river discharge"
                         href: notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.ipynb
diff --git a/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.ipynb b/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.ipynb
index a7f2d215..aa377290 100644
--- a/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.ipynb
+++ b/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "![](https://img.shields.io/badge/PO.DAAC-Contribution-%20?color=grey&labelColor=blue)\n",
     "\n",
-    "> From the PO.DAAC Cookbook, to access the GitHub version of the notebook, follow [this link](insert link to notebook)."
+    "> From the PO.DAAC Cookbook, to access the GitHub version of the notebook, follow [this link](https://github.com/podaac/tutorials/blob/master/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.ipynb)."
    ]
   },
   {
@@ -1150,7 +1150,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.3"
+   "version": "3.8.13"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges.ipynb b/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges.ipynb
index bbb6db0d..db1c7852 100644
--- a/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges.ipynb
+++ b/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "![](https://img.shields.io/badge/PO.DAAC-Contribution-%20?color=grey&labelColor=blue)\n",
     "\n",
-    "> From the PO.DAAC Cookbook, to access the GitHub version of the notebook, follow [this link](insert link to notebook)."
+    "> From the PO.DAAC Cookbook, to access the GitHub version of the notebook, follow [this link](https://github.com/podaac/tutorials/blob/master/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges.ipynb)."
    ]
   },
   {
@@ -41,7 +41,7 @@
     "\n",
     "Results are organized into groups corresponding to modules in the SWOT-Confluence processing software. Modules are described in the [Confluence Module Documentation](https://github.com/SWOT-Confluence/documentation/blob/main/documentation/confluence_module_documentation_v1.0.pdf).\n",
     "\n",
-    "You can explore the SoS further in this notebook: Link TBD.\n",
+    "You can explore the SoS further in this notebook: [https://podaac.github.io/tutorials/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.html](https://podaac.github.io/tutorials/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.html)\n",
     "\n",
     "### Locate data for a river that has gauges\n",
     "\n",
@@ -772,7 +772,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.3"
+   "version": "3.8.13"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges_plot_all.ipynb b/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges_plot_all.ipynb
index 10d409f9..306682cc 100644
--- a/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges_plot_all.ipynb
+++ b/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges_plot_all.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "![](https://img.shields.io/badge/PO.DAAC-Contribution-%20?color=grey&labelColor=blue)\n",
     "\n",
-    "> From the PO.DAAC Cookbook, to access the GitHub version of the notebook, follow [this link](insert link to notebook)."
+    "> From the PO.DAAC Cookbook, to access the GitHub version of the notebook, follow [this link](https://github.com/podaac/tutorials/blob/master/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_gauges_plot_all.ipynb)."
    ]
   },
   {
@@ -42,7 +42,7 @@
     "\n",
     "Results are organized into groups corresponding to modules in the SWOT-Confluence processing software. Modules are described in the [Confluence Module Documentation](https://github.com/SWOT-Confluence/documentation/blob/main/documentation/confluence_module_documentation_v1.0.pdf).\n",
     "\n",
-    "You can explore the SoS further in this notebook: Link TBD.\n",
+    "You can explore the SoS further in this notebook: [https://podaac.github.io/tutorials/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.html](https://podaac.github.io/tutorials/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.html)\n",
     "\n",
     "### Locate data for a river that has gauges\n",
     "\n",
@@ -977,7 +977,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.3"
+   "version": "3.8.13"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_visualize.ipynb b/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_visualize.ipynb
index 8230e126..3c05feb8 100644
--- a/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_visualize.ipynb
+++ b/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_visualize.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "![](https://img.shields.io/badge/PO.DAAC-Contribution-%20?color=grey&labelColor=blue)\n",
     "\n",
-    "> From the PO.DAAC Cookbook, to access the GitHub version of the notebook, follow [this link](insert link to notebook)."
+    "> From the PO.DAAC Cookbook, to access the GitHub version of the notebook, follow [this link](https://github.com/podaac/tutorials/blob/master/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE_visualize.ipynb)."
    ]
   },
   {
@@ -41,7 +41,7 @@
     "\n",
     "Results are organized into groups corresponding to modules in the SWOT-Confluence processing software. Modules are described in the [Confluence Module Documentation](https://github.com/SWOT-Confluence/documentation/blob/main/documentation/confluence_module_documentation_v1.0.pdf).\n",
     "\n",
-    "You can explore the SoS further in this notebook: Link TBD.\n",
+    "You can explore the SoS further in this notebook: [https://podaac.github.io/tutorials/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.html](https://podaac.github.io/tutorials/notebooks/datasets/SWOT_L4_DAWG_SOS_DISCHARGE.html)\n",
     "\n",
     "### Table of Modules (Algorithms) and Discharge variables\n",
     "\n",
@@ -1748,7 +1748,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.3"
+   "version": "3.8.13"
   }
  },
  "nbformat": 4,