diff --git a/datasets/epa-ch4emission-yeargrid-v2express.data.mdx b/datasets/epa-ch4emission-yeargrid-v2express.data.mdx
index c5be5fc8f..14fd534fa 100644
--- a/datasets/epa-ch4emission-yeargrid-v2express.data.mdx
+++ b/datasets/epa-ch4emission-yeargrid-v2express.data.mdx
@@ -1,15 +1,15 @@
 ---
-id: U.S.epa-ch4emission-yeargrid-v2express
+id: epa-ch4emission-yeargrid-v2express
 name: U.S. Gridded Anthropogenic Methane Emissions Inventory
 description: Spatially disaggregated 0.1°x 0.1° maps of annual U.S. anthropogenic methane emissions, consistent with the U.S. Inventory of Greenhouse Gas Emissions and Sinks.
 usage:
-  - url: 'https://us-ghg-center.github.io/ghgc-docs/cog_transformation/epa-ch4emission-grid-v2express.html'
+  - url: "https://us-ghg-center.github.io/ghgc-docs/cog_transformation/epa-ch4emission-grid-v2express.html"
     label: Notebook showing data transformation to COG for ingest to the US GHG Center
-    title: 'Data Transformation Notebook'
-  - url: 'https://us-ghg-center.github.io/ghgc-docs/user_data_notebooks/epa-ch4emission-grid-v2express_User_Notebook.html'
+    title: "Data Transformation Notebook"
+  - url: "https://us-ghg-center.github.io/ghgc-docs/user_data_notebooks/epa-ch4emission-grid-v2express_User_Notebook.html"
     label: Notebook to read, visualize, and explore data statistics
-    title: 'Sample Data Notebook'
-  - url: 'https://hub.ghg.center/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2FUS-GHG-Center%2Fghgc-docs&urlpath=tree%2Fghgc-docs%2Fuser_data_notebooks%2Fepa-ch4emission-grid-v2express_User_Notebook.ipynb&branch=main'
+    title: "Sample Data Notebook"
+  - url: "https://hub.ghg.center/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2FUS-GHG-Center%2Fghgc-docs&urlpath=tree%2Fghgc-docs%2Fuser_data_notebooks%2Fepa-ch4emission-grid-v2express_User_Notebook.ipynb&branch=main"
     label: Run example notebook
     title: Interactive Session in the US GHG Center JupyterHub (requires account)
   - url: https://dljsq618eotzp.cloudfront.net/browseui/index.html#epa-ch4emission-yeargrid-v2express/
@@ -18,7 +18,7 @@ usage:
 media:
   src: ::file ./epa-annual--cover.jpg
   alt: Total Gridded Methane Emissions from the U.S. Inventory of Greenhouse Gas Emissions and Sinks
-  author: 
+  author:
     name: EPA
 taxonomy:
   - name: Topics
@@ -155,7 +155,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: enteric-fermentation
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Agriculture - Enteric Fermentation (annual)
@@ -338,7 +338,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: field-burning-l
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Agriculture - Field Burning (annual)
@@ -399,7 +399,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: total-natural-gas
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Total Natural Gas Systems (annual)
@@ -460,7 +460,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: exploration-ngs-l
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Natural Gas - Exploration (annual)
@@ -521,7 +521,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: production-ngs-l
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Natural Gas - Production (annual)
@@ -582,7 +582,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B2b-transmission-storage-ngs
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Natural Gas - Transmission and Storage (annual)
@@ -643,7 +643,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B2b-processing-ngs
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Natural Gas - Processing (annual)
@@ -704,7 +704,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B2b-distribution-ngs
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Natural Gas - Distribution (annual)
@@ -765,7 +765,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: post-meter-ng
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Natural Gas - Post-Meter (annual)
@@ -826,7 +826,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: total-petroleum
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Total Petroleum Systems (annual)
@@ -887,7 +887,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B2a-exploration-ps
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Petroleum - Exploration (annual)
@@ -948,7 +948,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B2a-production-ps
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Petroleum - Production (annual)
@@ -1009,7 +1009,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B2a-transport-ps
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Petroleum - Transportation (annual)
@@ -1070,7 +1070,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B2a-refining-ps
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Petroleum - Refining (annual)
@@ -1176,7 +1176,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 5A1-msw-landfill-waste
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Waste - Municipal Solid Waste (MSW) Landfills (annual)
@@ -1237,7 +1237,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 5A1-industrial-landfill-waste
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Waste - Industrial Landfills (annual)
@@ -1298,7 +1298,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 5A1-dwtd-waste
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Waste - Domestic Wastewater Treatment & Discharge (annual)
@@ -1359,7 +1359,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 5A1-iwtd-waste
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Waste - Industrial Wastewater Treatment & Discharge (annual)
@@ -1420,7 +1420,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 5A1-composting-waste
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Waste - Composting (annual)
@@ -1481,7 +1481,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: total-coal-mines
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Total Coal Mines (annual)
@@ -1542,7 +1542,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B1a-underground-coal
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Coal Mining - Underground Mining (annual)
@@ -1603,7 +1603,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B1a-abn-underground-coal
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Coal Mining - Abandoned Underground Mines (annual)
@@ -1664,7 +1664,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1B1a-surface-coal
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Coal Mining - Surface Mining (annual)
@@ -1725,7 +1725,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: total-other
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Total Other (annual)
@@ -1786,7 +1786,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1A-stationary-combustion-other
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Other - Stationary combustion (annual)
@@ -1847,7 +1847,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1A-mobile-combustion-othe
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Other - Mobile combustion (annual)
@@ -1908,7 +1908,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1A-abn-ong-other
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Other - Abandoned Oil and Gas Wells (annual)
@@ -1969,7 +1969,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1A-petro-production-other
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Other - Petrochemical Production (annual)
@@ -2030,7 +2030,7 @@ layers:
         - "#B8221E"
         - "#95211B"
         - "#721E17"
-        - "#521A13"  
+        - "#521A13"
   - id: 1A-ferroalloy-production-other
     stacCol: epa-ch4emission-yeargrid-v2express
     name: Other - Ferroalloy Production (annual)
@@ -2121,42 +2121,43 @@ layers:
     - **Data Latency:** N/A
 
     **Scientific Details:** The gridded methane GHGI is developed by spatially allocating national annual methane emissions from individual source categories from the Inventory of U.S. Greenhouse Gas Emissions and Sinks (U.S. GHGI) to a 0.1 deg x 0.1 deg (~10 x 10 km) grid using a series of spatial and temporal proxy datasets at the state, county, and grid levels. Where possible, the proxy data are the same as those used to develop the GHGI so that the gridded emissions can be, as closely as possible, a spatial and temporal representation of those in the national-level U.S. GHGI Report.
-    
-    The development of the gridded GHGI enables more direct comparisons between the methane emissions reported in the annual U.S. GHGI and those derived from atmospheric methane observations, such as through inverse analyses, with the aim of improving national inventory estimates and better understanding uncertain sources of methane emissions. 
+
+    The development of the gridded GHGI enables more direct comparisons between the methane emissions reported in the annual U.S. GHGI and those derived from atmospheric methane observations, such as through inverse analyses, with the aim of improving national inventory estimates and better understanding uncertain sources of methane emissions.
 
     Details of the methodological development of this dataset are described in the paper Maasakkers et al., 2023: [https://pubs.acs.org/doi/full/10.1021/acs.est.3c05138](https://pubs.acs.org/doi/full/10.1021/acs.est.3c05138)
+
   </Prose>
 </Block>
 <Block>
   <Prose>
     ## Source Data Product Citation
     Gridded GHGI Version 2 & Express Extension (this dataset in US GHG Center): 
-    McDuffie, E. E., Maasakkers, J. D., Sulprizio, M. P., Chen, C., Schultz, M., Brunelle, L., Thrush, R., Steller, J., Sherry, C., Jacob, Daniel, J., Jeong, S., Irving, B., & Weitz, M. (2023). Gridded EPA U.S. Anthropogenic Methane Greenhouse Gas Inventory (gridded GHGI) (v1.0) [Data set]. Zenodo. [https://doi.org/10.5281/zenodo.8367082](https://doi.org/10.5281/zenodo.8367082) 
+    McDuffie, E. E., Maasakkers, J. D., Sulprizio, M. P., Chen, C., Schultz, M., Brunelle, L., Thrush, R., Steller, J., Sherry, C., Jacob, Daniel, J., Jeong, S., Irving, B., & Weitz, M. (2023). Gridded EPA U.S. Anthropogenic Methane Greenhouse Gas Inventory (gridded GHGI) (v1.0) [Data set]. Zenodo. [https://doi.org/10.5281/zenodo.8367082](https://doi.org/10.5281/zenodo.8367082)
 
     Gridded GHGI Version 1:
 
-    Maasakkers, J. D., Jacob, D. J., Sulprizio, M. P., Turner, A. J., Weitz, M., Wirth, T., Hight, C., DeFigueiredo, M., Desai, M., Schmeltz, R., Hockstad, L., Bloom, A. A., Bowman, K. W., Jeong, S., Fischer, M. L. (2016) A Gridded National Inventory of U.S. Methane Emissions [Data set]. Available at: [https://www.epa.gov/ghgemissions/gridded-2012-methane-emissions#data](https://www.epa.gov/ghgemissions/gridded-2012-methane-emissions#data) 
-    
+    Maasakkers, J. D., Jacob, D. J., Sulprizio, M. P., Turner, A. J., Weitz, M., Wirth, T., Hight, C., DeFigueiredo, M., Desai, M., Schmeltz, R., Hockstad, L., Bloom, A. A., Bowman, K. W., Jeong, S., Fischer, M. L. (2016) A Gridded National Inventory of U.S. Methane Emissions [Data set]. Available at: [https://www.epa.gov/ghgemissions/gridded-2012-methane-emissions#data](https://www.epa.gov/ghgemissions/gridded-2012-methane-emissions#data)
+
     ## Dataset Accuracy
-    Uncertainties underlying the development of national methane emission estimates are discussed in each annual U.S. GHGI Report. Additional characterization of resolution-dependent uncertainties are discussed in [Maasakkers et al. (2023)](https://pubs.acs.org/doi/full/10.1021/acs.est.3c05138).    
-    
+    Uncertainties underlying the development of national methane emission estimates are discussed in each annual U.S. GHGI Report. Additional characterization of resolution-dependent uncertainties are discussed in [Maasakkers et al. (2023)](https://pubs.acs.org/doi/full/10.1021/acs.est.3c05138).
+
     ## Disclaimer
-    All data provided in the US GHG Center has been transformed from the original format (NetCDF) into Cloud Optimized GeoTIFF ([COG](https://www.cogeo.org/)). Careful quality checks are used to ensure data transformation has been performed correctly. The manuscript describing the gridded methane GHGI has been peer-reviewed, but is not part of the same annual expert and public review processes as the U.S. EPA National and State-level Inventory.    
-    
-    Users of these datasets are asked to cite the original references  [Maasakkers et al. (2023)](https://pubs.acs.org/doi/full/10.1021/acs.est.3c05138) or [Maasakkers, et al., (2016)](https://pubs.acs.org/doi/10.1021/acs.est.6b02878) in their publications and are encouraged to reach out to the development team with further questions.     
-   
+    All data provided in the US GHG Center has been transformed from the original format (NetCDF) into Cloud Optimized GeoTIFF ([COG](https://www.cogeo.org/)). Careful quality checks are used to ensure data transformation has been performed correctly. The manuscript describing the gridded methane GHGI has been peer-reviewed, but is not part of the same annual expert and public review processes as the U.S. EPA National and State-level Inventory.
+
+    Users of these datasets are asked to cite the original references  [Maasakkers et al. (2023)](https://pubs.acs.org/doi/full/10.1021/acs.est.3c05138) or [Maasakkers, et al., (2016)](https://pubs.acs.org/doi/10.1021/acs.est.6b02878) in their publications and are encouraged to reach out to the development team with further questions.
+
     ## Key Publications
-    Maasakkers, J. D., McDuffie, E. E.,, Sulprizio, M. P., Chen, C., Schultz, M., Brunelle, L., Thrush, R., Steller, J., Sherry, C., Jacob, D. J., Jeong, S., Irving, B., & Weitz, M. (2023). A gridded inventory of annual 2012-2018 U.S. anthropogenic methane emissions. Environmental Science & Technology, 57(43), 16276-16288. https://pubs.acs.org/doi/full/10.1021/acs.est.3c05138     
-   
+    Maasakkers, J. D., McDuffie, E. E.,, Sulprizio, M. P., Chen, C., Schultz, M., Brunelle, L., Thrush, R., Steller, J., Sherry, C., Jacob, D. J., Jeong, S., Irving, B., & Weitz, M. (2023). A gridded inventory of annual 2012-2018 U.S. anthropogenic methane emissions. Environmental Science & Technology, 57(43), 16276-16288. https://pubs.acs.org/doi/full/10.1021/acs.est.3c05138
+
     ## Other Relevant Publications
     Maasakkers, J., Jacob, D., Sulprizio, M., Turner, A., Weitz, M., Wirth, T., Hight, C., DeFigueiredo, M., Desai, M., Schmeltz, R., Hockstad, L., Bloom, A., Bowman, K., Jeong, S., Fischer, M. (2016). Gridded National Inventory of U.S. Methane Emissions. *Environmental Science & Technology*, 50(23), 13123-13133. https://doi.org/10.1021/acs.est.6b02878
-    
+
     ## Acknowledgment
-    This dataset was developed in collaboration between researchers at the U.S. EPA, Netherlands Institute for Space Research (SRON), Harvard University, and Lawrence Berkeley National Laboratory.     
-    
+    This dataset was developed in collaboration between researchers at the U.S. EPA, Netherlands Institute for Space Research (SRON), Harvard University, and Lawrence Berkeley National Laboratory.
+
     ## License
-    [Creative Commons Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/legalcode) (CC BY 4.0) 
-    
+    [Creative Commons Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/legalcode) (CC BY 4.0)
+
     ## Data Stewardship
     - [Data Workflow](https://github.com/US-GHG-Center/ghgc-docs/blob/main/data_workflow/media/epa-ch4emission-grid-v2express_Data_Flow.png)
     - [Data Transformation Code](https://us-ghg-center.github.io/ghgc-docs/cog_transformation/epa-ch4emission-grid-v2express.html)
@@ -2164,4 +2165,3 @@ layers:
 
   </Prose>
 </Block>
-