diff --git a/jupyterbook/_toc.yml b/jupyterbook/_toc.yml
index 1dfc88b2..462e4128 100644
--- a/jupyterbook/_toc.yml
+++ b/jupyterbook/_toc.yml
@@ -2,11 +2,6 @@ format: jb-book
 root: content/intro.md
 title: The IOOS Data Demo Center
 parts:
-  - caption: Gallery
-    chapters:
-      - file: content/gallery.md
-        title: Notebooks gallery
-
   - caption: Getting Started
     chapters:
       - file: content/ioos_installation_conda.md
diff --git a/jupyterbook/content/gallery.md b/jupyterbook/content/gallery.md
deleted file mode 100644
index 267d4786..00000000
--- a/jupyterbook/content/gallery.md
+++ /dev/null
@@ -1,399 +0,0 @@
-(nb-gallery)=
-# Gallery
-
-:::::{container}
-::::{grid} 1 3 3 3
-:gutter: 2
-
-:::{grid-item-card} Fetching data from CO-OPS ERDDAP with Python tools
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2016-10-12-fetching_data.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`ERDDAP`
-{bdg-info}`Python`
-^^^
-
-<img src="images/2016-10-12-fetching_data.png"/>
-:::
-
-:::{grid-item-card} Plotting Glider data with Python tools
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2016-11-15-glider_data_example.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`Glider`
-{bdg-info}`python`
-^^^
-
-<img src="images/2016-11-15-glider_data_example.png"/>
-:::
-
-:::{grid-item-card} Accessing glider data via the Glider DAC API with Python
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2016-12-20-searching_glider_deployments.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`Glider`
-{bdg-info}`python`
-^^^
-
-<img src="images/2016-12-20-searching_glider_deployments.png"/>
-:::
-
-:::{grid-item-card} Read realtime data from IOOS Sensor Map via ERDDAP tabledap
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2017-03-21-ERDDAP_IOOS_Sensor_Map.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`Sensor Map`
-{bdg-info}`python`
-^^^
-
-<img src="images/2017-03-21-ERDDAP_IOOS_Sensor_Map.png"/>
-:::
-
-:::{grid-item-card} Using NCEI geoportal REST API to collect information about IOOS Regional Association archived data
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2017-06-12-NCEI_RA_archive_history.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`NCEI`
-{bdg-info}`python`
-^^^
-
-<img src="images/2017-06-12-NCEI_RA_archive_history.png"/>
-:::
-
-:::{grid-item-card} Using the `xtractomatic` R package to track Pacific Blue Marlin
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2017-08-01-xtractoR.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`ERDDAP`
-{bdg-info}`R`
-^^^
-
-<img src="images/2017-08-01-xtractoR.png"/>
-:::
-
-:::{grid-item-card} Exploring the NHC Advisories and Sea Surface Height during Hurricane Irma
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2017-09-09-hurricane_irma.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`Hurricane`
-{bdg-info}`python`
-^^^
-
-<img src="images/2017-09-09-hurricane_irma.png"/>
-:::
-
-:::{grid-item-card} Calling R libraries from Python
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2017-11-30-rerddap.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`ERDDAP`
-{bdg-info}`python`
-^^^
-
-<img src="images/2017-11-30-rerddap.png"/>
-:::
-
-:::{grid-item-card} Using r-obistools and r-obis to explore the OBIS database
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2018-02-20-obis.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`OBIS`
-{bdg-info}`python`
-^^^
-
-<img src="images/2018-02-20-obis.png"/>
-:::
-
-:::{grid-item-card} erddapy: a python client/URL builder for ERDDAP
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2018-03-01-erddapy.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`ERDDAP`
-{bdg-info}`python`
-^^^
-
-<img src="images/2018-03-01-erddapy.png"/>
-:::
-
-:::{grid-item-card} IOOS models: Temperature Horizontal Slices
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2019-03-08-grids-temperature.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`Modelling`
-{bdg-info}`python`
-^^^
-
-<img src="images/2019-03-08-grids-temperature.png"/>
-:::
-
-:::{grid-item-card} Accessing data from SOS using NHC GIS files
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2019-05-27-hurricane_gis_part02.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`Hurricane`
-{bdg-info}`python`
-^^^
-
-<img src="images/placeholder.png"/>
-:::
-
-:::{grid-item-card} IOOS GTS Statistics
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2020-10-10-GTS.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`GTS`
-{bdg-info}`python`
-^^^
-
-<img src="images/2020-10-10-GTS.png"/>
-:::
-
-:::{grid-item-card} Searching multiple ERDDAP servers
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2021-10-19-multiple-erddap-search.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`ERDDAP`
-{bdg-info}`python`
-^^^
-
-<img src="images/placeholder.png"/>
-:::
-
-:::{grid-item-card} Using pyobis to query for known datasets
-:margin: 3 0 0 0
-:link: ./code_gallery/data_access_notebooks/2022-11-23_pyobis_example.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Access`
-{bdg-secondary}`OBIS`
-{bdg-info}`python`
-^^^
-
-<img src="images/2022-11-23_pyobis_example.png"/>
-:::
-
-:::{grid-item-card} Parsing Conventions and standards with Python
-:margin: 3 0 0 0
-:link: ./code_gallery/data_analysis_and_visualization_notebooks/2016-11-16-CF-UGRID-SGRID-conventions.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Analysis And Visualization`
-{bdg-secondary}`CF-UGRID-SGRID`
-{bdg-info}`python`
-^^^
-
-<img src="images/2016-11-16-CF-UGRID-SGRID-conventions.png"/>
-:::
-
-:::{grid-item-card} Quick demonstration of R-notebooks using the r-oce library
-:margin: 3 0 0 0
-:link: ./code_gallery/data_analysis_and_visualization_notebooks/2017-01-23-R-notebook.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Analysis And Visualization`
-{bdg-secondary}`r-oce`
-{bdg-info}`R`
-^^^
-
-<img src="images/2017-01-23-R-notebook.png"/>
-:::
-
-:::{grid-item-card} A Matlab notebook primer
-:margin: 3 0 0 0
-:link: ./code_gallery/data_analysis_and_visualization_notebooks/2017-03-30-octave_notebook_example.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Analysis And Visualization`
-{bdg-secondary}`Matlab`
-{bdg-info}`octave`
-^^^
-
-<img src="images/2017-03-30-octave_notebook_example.png"/>
-:::
-
-:::{grid-item-card} IOOS models
-:margin: 3 0 0 0
-:link: ./code_gallery/data_analysis_and_visualization_notebooks/2018-12-04-grids.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Analysis And Visualization`
-{bdg-secondary}`Modelling`
-{bdg-info}`python`
-^^^
-
-<img src="images/2018-12-04-grids.png"/>
-:::
-
-:::{grid-item-card} IOOS QARTOD software (ioos_qc)
-:margin: 3 0 0 0
-:link: ./code_gallery/data_analysis_and_visualization_notebooks/2020-02-14-QARTOD_ioos_qc_Water-Level-Example.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Analysis And Visualization`
-{bdg-secondary}`QARTOD`
-{bdg-info}`python`
-^^^
-
-<img src="images/2020-02-14-QARTOD_ioos_qc_Water-Level-Example.png"/>
-:::
-
-:::{grid-item-card} Interpolating data remotely with ERDDAP
-:margin: 3 0 0 0
-:link: ./code_gallery/data_analysis_and_visualization_notebooks/2021-10-25-ERDDAP-interpolate.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Analysis And Visualization`
-{bdg-secondary}`ERDDAP`
-{bdg-info}`python`
-^^^
-
-<img src="images/2021-10-25-ERDDAP-interpolate.png"/>
-:::
-
-:::{grid-item-card} Shore Station Compliance Checker Script
-:margin: 3 0 0 0
-:link: ./code_gallery/data_management_notebooks/2017-05-14-running_compliance_checker.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Management`
-{bdg-secondary}`Compliance-Checker`
-{bdg-info}`python`
-^^^
-
-<img src="images/placeholder.png"/>
-:::
-
-:::{grid-item-card} Using BagIt to tag oceanographic data
-:margin: 3 0 0 0
-:link: ./code_gallery/data_management_notebooks/2017-11-01-Creating-Archives-Using-Bagit.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Management`
-{bdg-secondary}`BagIt`
-{bdg-info}`python`
-^^^
-
-<img src="images/placeholder.png"/>
-:::
-
-:::{grid-item-card} Creating a CF-1.6 timeSeries using pocean
-:margin: 3 0 0 0
-:link: ./code_gallery/data_management_notebooks/2018-02-27-pocean-timeSeries-demo.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Management`
-{bdg-secondary}`CF`
-{bdg-info}`python`
-^^^
-
-<img src="images/2018-02-27-pocean-timeSeries-demo.png"/>
-:::
-
-:::{grid-item-card} Aligning Data to Darwin Core
-:margin: 3 0 0 0
-:link: ./code_gallery/data_management_notebooks/2020-12-08-DataToDwC.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Management`
-{bdg-secondary}`ERDDAP`
-{bdg-info}`Darwin Core`
-^^^
-
-<img src="images/placeholder.png"/>
-:::
-
-:::{grid-item-card} Reading and writting zarr files with xarray
-:margin: 3 0 0 0
-:link: ./code_gallery/data_management_notebooks/2023-03-20-Reading_and_writing_zarr.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-{bdg-primary}`Data Management`
-{bdg-secondary}`Zarr`
-{bdg-info}`python`
-^^^
-
-<img src="images/2023-03-20-Reading_and_writing_zarr.png"/>
-:::
-
-::::
-:::::
\ No newline at end of file
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+++ /dev/null
@@ -1,61 +0,0 @@
-import nbformat
-import glob
-import os
-
-from nbconvert.exporters import markdown
-
-SITE_DIR = "."
-IMAGE_DIR = os.path.join(SITE_DIR, "images")
-
-
-def extract_notebook_info(nb_path):
-    title = "No title"
-    image = "images/placeholder.png"
-    exporter = markdown.MarkdownExporter()
-    output, resources = exporter.from_filename(nb_path)
-    for line in output.splitlines():
-        line = line.strip()
-        if line.startswith("#"):
-            title = line.strip("#").strip()
-            break
-
-    images = sorted(resources["outputs"])
-    if images:
-        img_file = images[-1]
-        thumb_name = os.path.join(
-            IMAGE_DIR,
-            os.path.splitext(os.path.basename(nb_path))[0]
-            + os.path.splitext(img_file)[-1],
-        )
-
-        with open(os.path.join(thumb_name), "wb") as thumb:
-            thumb.write(resources["outputs"][img_file])
-
-        image = os.path.relpath(thumb_name, SITE_DIR)
-    link = f"./{nb_path.replace('.ipynb', '.html')}"
-    return title, image, link
-
-
-def make_gallery_entry(nb_path):
-    title, image, link = extract_notebook_info(nb_path)
-    nb = nbformat.read(nb_path, as_version=4)
-    return f"""\
-    :::{{grid-item-card}} {title}
-    :margin: 3 0 0 0
-    :link: {link}
-    :link-type: url
-    :text-align: center
-    :shadow: md
-
-    {{bdg-primary}}`{nb_path.split("/")[1].replace("_", " ").title().strip("Notebooks").strip()}`
-    {{bdg-secondary}}`ERDDAP`
-    {{bdg-info}}`{nb["metadata"]["language_info"]["name"]}`
-    ^^^
-
-    <img src="{image}"/>
-    :::
-    """
-
-
-for nb_path in sorted(glob.glob("code_gallery/**/*.ipynb")):
-    print(make_gallery_entry(nb_path))