diff --git a/jupyterbook/content/code_gallery/data_access_notebooks/2017-03-21-ERDDAP_IOOS_Sensor_Map.ipynb b/jupyterbook/content/code_gallery/data_access_notebooks/2017-03-21-ERDDAP_IOOS_Sensor_Map.ipynb
index 4a706d3b..3c4193f6 100644
--- a/jupyterbook/content/code_gallery/data_access_notebooks/2017-03-21-ERDDAP_IOOS_Sensor_Map.ipynb
+++ b/jupyterbook/content/code_gallery/data_access_notebooks/2017-03-21-ERDDAP_IOOS_Sensor_Map.ipynb
@@ -57,7 +57,7 @@
     "\n",
     "![sensor_map.png](https://user-images.githubusercontent.com/950575/178321765-74ed0562-b942-4d97-af8b-85158bc6488c.png)\n",
     "\n",
-    "One can download the data in multiple forms from the site, including generating an [ERDDAP URL](https://erddap.sensors.ioos.us/erddap/tabledap/mlml_mlml_sea.csv?time%2Cmole_concentration_of_dissolved_molecular_oxygen_in_sea_water%2Cmole_concentration_of_dissolved_molecular_oxygen_in_sea_water_qc_agg%2Cz&time%3E%3D2022-07-01T12%3A35%3A13Z&time%3C%3D2022-07-11T12%3A35%3A13Z) for the request.\n",
+    "One can download the data in multiple forms from the site, including generating an [ERDDAP URL](https://erddap.sensors.ioos.us/erddap/tabledap/mlml_mlml_sea.csv?time,mole_concentration_of_dissolved_molecular_oxygen_in_sea_water,mole_concentration_of_dissolved_molecular_oxygen_in_sea_water_qc_agg,z&time>=2022-07-01T12:35:13Z&time<=2022-07-11T12:35:13Z) for the request.\n",
     "\n",
     "These features makes Sensor map an extremely useful tool for quick data explorations but now imagine if you want automate that instead of exploring the Sensor Map interactively? Or if you want to make multiple small modification to your query? It would be very tedious and error prone to try that with the Sensor Map interface. The good news is that we cab automate that by querying the ERDDAP server directly.\n",
     "\n",
@@ -460,7 +460,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.5"
+   "version": "3.12.2"
   }
  },
  "nbformat": 4,