diff --git a/cog_transformation/influx-testbed-ghg-concentrations.ipynb b/cog_transformation/influx-testbed-ghg-concentrations.ipynb
index 901d7bca..e87188ca 100644
--- a/cog_transformation/influx-testbed-ghg-concentrations.ipynb
+++ b/cog_transformation/influx-testbed-ghg-concentrations.ipynb
@@ -3,10 +3,14 @@
   {
    "cell_type": "raw",
    "id": "c5850703-19b9-43d9-9820-d441c17d6a9f",
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
    "source": [
     "---\n",
-    "title: NIST Flux GHG concentrations for Indianapolis Region\n",
+    "title: Carbon Dioxide and Methane Concentrations from the Indianapolis Flux Experiment (INFLUX)\n",
     "description: Documentation of data transformation \n",
     "author: Paridhi Parajuli \n",
     "date: August 28, 2023\n",
diff --git a/cog_transformation/lam-testbed-ghg-concentrations.ipynb b/cog_transformation/lam-testbed-ghg-concentrations.ipynb
index 13c13612..5a5e337a 100644
--- a/cog_transformation/lam-testbed-ghg-concentrations.ipynb
+++ b/cog_transformation/lam-testbed-ghg-concentrations.ipynb
@@ -3,10 +3,14 @@
   {
    "cell_type": "raw",
    "id": "2f231b28-78b7-47fa-9d37-571b0537c798",
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
    "source": [
     "---\n",
-    "title: NIST Urban Testbed GHG concentrations for Los Angeles Metropolitan Region\n",
+    "title: Carbon Dioxide and Methane Concentrations from the Los Angeles Megacity Carbon Project\n",
     "description: Documentation of data transformation \n",
     "author: Paridhi Parajuli \n",
     "date: August 28, 2023\n",
diff --git a/cog_transformation/nec-testbed-ghg-concentrations.ipynb b/cog_transformation/nec-testbed-ghg-concentrations.ipynb
index 81424a31..7ca4afeb 100644
--- a/cog_transformation/nec-testbed-ghg-concentrations.ipynb
+++ b/cog_transformation/nec-testbed-ghg-concentrations.ipynb
@@ -3,10 +3,14 @@
   {
    "cell_type": "raw",
    "id": "504c035a-53d2-41b7-b5a3-e5824319a5f6",
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
    "source": [
     "---\n",
-    "title: NIST Urban Testbed GHG concentrations for Northeast Corridor Region\n",
+    "title: Carbon Dioxide and Methane Concentrations from the Northeast Corridor (NEC) Urban Test Bed\n",
     "description: Documentation of data transformation \n",
     "author: Paridhi Parajuli \n",
     "date: August 28, 2023\n",
diff --git a/cog_transformation/vulcan-ffco2-yeargrid-v4.ipynb b/cog_transformation/vulcan-ffco2-yeargrid-v4.ipynb
index 877e7a64..d4d412cd 100644
--- a/cog_transformation/vulcan-ffco2-yeargrid-v4.ipynb
+++ b/cog_transformation/vulcan-ffco2-yeargrid-v4.ipynb
@@ -10,7 +10,7 @@
    },
    "source": [
     "---\n",
-    "title: Vulcan Fossil Fuel CO₂ Emissions v4.0\n",
+    "title: Vulcan Fossil Fuel CO₂ Emissions\n",
     "description: Documentation of data transformation & Validation\n",
     "author: Paridhi Parajuli \n",
     "date: August 20, 2024\n",
diff --git a/user_data_notebooks/vulcan-ffco2-yeargrid-v4_User_Notebook.ipynb b/user_data_notebooks/vulcan-ffco2-yeargrid-v4_User_Notebook.ipynb
index 5e337248..880b85bc 100644
--- a/user_data_notebooks/vulcan-ffco2-yeargrid-v4_User_Notebook.ipynb
+++ b/user_data_notebooks/vulcan-ffco2-yeargrid-v4_User_Notebook.ipynb
@@ -6,7 +6,7 @@
    "metadata": {},
    "source": [
     "---\n",
-    "title: Vulcan Fossil Fuel CO₂ Emissions, Version 4\n",
+    "title: Vulcan Fossil Fuel CO₂ Emissions\n",
     "description: Annual (2010 - 2021), 1 km resolution estimates of carbon dioxide emissions from fossil fuels and cement production over the contiguous United States, version 4.0.\n",
     "author: Siddharth Chaudhary, Paridhi Parajuli\n",
     "date: 30 August 2024\n",