PACEHackWeek · itcarroll · Aug 2, 2025 · Jul 30, 2025 · Jul 30, 2025 · Jul 30, 2025
diff --git a/WORKFLOW.md b/WORKFLOW.md
@@ -15,24 +15,39 @@ jupyter:
 # WORKFLOW
 
 
-## Executed Notebooks
+## Merge Executed Notebooks
 
 ```bash
-SRC="../oceandata-notebooks/book/_build/jupyter_execute/notebooks"
-DST="book/presentations/notebooks/"
+export CACHE="../oceandata-notebooks/.jupyter_cache"
+jcache notebook -p $CACHE list
+```
 
-cp -lr $SRC/hackweek/* $DST
-cp -lr $SRC/oci/oci_terrestrial_data.ipynb $DST
+```bash
+export DST="book/presentations/notebooks"
+export SRC="../oceandata-notebooks/book/notebooks"
+
+for i in \
+  hackweek/earthdata_cloud_access \
+  hackweek/modis_lombscargle_periodogram \
+  oci/oci_no2 \
+  oci/oci_terrestrial_data \
+  oci/oci_project_and_format \
+  oci/oci_data_visualization \
+  oci/oci_ocssw_processing_overview \
+  harp2/harp2_l2_aerosol_product \
+  spexone/spexone_basic_visualizations \
+  spexone/spexone_l2_aerosol_product \
+  ; do
+  jcache notebook -p $CACHE merge "$SRC/$i.md" "$DST/${i##*/}.ipynb"
+done
 ```
 
-## Create Conda Environment
+## Preview
 
 ```bash
 conda env create -n book -f conda/conda-linux-64.lock.yml
 ```
 
-## Preview
-
 ```bash
 conda run --live-stream -n book ./scripts/build_resources.sh
 ```

diff --git a/book/_config.yml b/book/_config.yml
@@ -14,6 +14,12 @@ parse:
     contact_email: "anna.windledipaola@nasa.gov"
     anon_reporting_url: "https://www.us-ocb.org/about/ocb-program-code-of-conduct"
     project_spreadsheets_url: <a href="https://docs.google.com/spreadsheets/d/1vMjwZMHkr4zlRKyN8WcwCwMBhtX6HHZU9Nn7UZDevY4" target="_blank">Group Projects</a>
+    l0: "{fas}`eye;sd-text-light`"
+    l1: "{fas}`eye;sd-text-primary`"
+    d0: "{fas}`download;sd-text-light`"
+    d1: "{fas}`download;sd-text-primary`"
+    v0: "{fab}`youtube;sd-text-light`"
+    v1: "{fab}`youtube;sd-text-primary`"
   myst_enable_extensions:
     # defaults
     - dollarmath

diff --git a/book/_toc.yml b/book/_toc.yml
@@ -4,9 +4,9 @@ root: intro
 format: jb-book
 parts:
 - chapters:
-  - url: https://PACEHackWeek.github.io/pace-2025/index.html?jump_to=schedule
+  - url: https://pacehackweek.github.io/pace-2025/index.html?jump_to=schedule
     title: Schedule
-  - url: https://PACEHackWeek.github.io/pace-2025/index.html?jump_to=team
+  - url: https://pacehackweek.github.io/pace-2025/index.html?jump_to=team
     title: Team
 - caption: Preparation
   chapters:

diff --git a/book/presentations/lectures.md b/book/presentations/lectures.md
@@ -5,22 +5,28 @@ The slides and recordings will be linked from this page as they become available
 
 | Title | Slides | Recording |
 | :---- | :----: | :-------: |
-| PACE Mission Overview | {fas}`eye;sd-text-light` | {fab}`youtube;sd-text-light` |
-| Biodiversity from sPACE: insights from ecological theory | {fas}`eye;sd-text-light` | {fab}`youtube;sd-text-light` |
-| When will a cloud start raining? PACE polarimetric cloud products may have the answer | {fas}`eye;sd-text-light` | {fab}`youtube;sd-text-light` |
-| Will PACE aerosol products answer the questions surrounding aerosols in climate change? | {fas}`eye;sd-text-light` | {fab}`youtube;sd-text-light` |
-| PACE Terrestrial Products&mdash;a New View of Ecosystem Traits, Phenology, & Function | {fas}`eye;sd-text-light` | {fab}`youtube;sd-text-light` |
+| PACE Mission Overview                                                                   | {{ d0 }} | {{ v0 }} |
+| Biodiversity from sPACE: insights from ecological theory                                | {{ d0 }} | {{ v0 }} |
+| When will a cloud start raining? PACE polarimetric cloud products may have the answer   | {{ d0 }} | {{ v0 }} |
+| Will PACE aerosol products answer the questions surrounding aerosols in climate change? | {{ d0 }} | {{ v0 }} |
+| PACE Terrestrial Products&mdash;a New View of Ecosystem Traits, Phenology, & Function   | {{ d0 }} | {{ v0 }} |
 
 <!--
-[jw-slides]:
-[kb-slides]:
-[bm-slides]:
-[lr-slides]:
-[fh-slides]:
+[jw-l]:
+[kb-l]:
+[bm-l]:
+[lr-l]:
+[fh-l]:
 
-[jw-video]:
-[kb-video]:
-[bm-video]:
-[lr-video]:
-[fh-video]:
+[jw-d]:
+[kb-d]:
+[bm-d]:
+[lr-d]:
+[fh-d]:
+
+[jw-v]:
+[kb-v]:
+[bm-v]:
+[lr-v]:
+[fh-v]:
 -->
diff --git a/book/presentations/notebooks.md b/book/presentations/notebooks.md
@@ -1,17 +1,58 @@
 # Tutorials, Demos, and other Notebooks
 
 Hackweek mentors have assembled resources for participants in the notebooks below.
-Some titles have links to slides that give an overview or background on the accompanying notebook.
 The {term}`JupyterHub` accessible to hackweek participants has all the necessary software to run any of the notebooks below.
+Some titles have links to slides that give an overview or background on the accompanying notebook.
 Recordings will be linked here as they become available; titles without a YouTube icon are not presented during the hackweek.
 You can find additional resources that will help you analyze PACE data on the [Ocean Color Help Hub].
 
 - **Bold** titles are notebooks that will be presented during the hackweek as step-by-step tutorials, so participants can follow along.
 - Mentors will demonstrate notebooks with *italicized* titles during the hackweek, giving an overview and highlights without walking through the entire notebook.
 - The remaining notebooks show additional use cases involving PACE data products, and participants are encouraged to seek out the authors during the hackweek!
 
+[Ocean Color Help Hub]: https://oceancolor.gsfc.nasa.gov/resources/docs/tutorials/
+
 
 | Title | Slides | Notebook | Recording |
 | :---- | :----: | :------: | :-------: |
+| [**Earthaccess & Earthdata Cloud**][eec-n]                  | {{ l0 }} | {{ d0 }}          | {{ v0 }}          |
+| [**Visualizing Satellite Data**][vsd-n]                     | {{ l0 }} | {{ d0 }}          | {{ v0 }}          |
+| **Collaborative Coding, for Science!**                      | {{ l0 }} | {{ d0 }}          | {{ v0 }}          |
+| *Matchups of in-situ Data With Satellite Data*              | {{ l0 }} | {{ d0 }}          | {{ v0 }}          |
+| [*Periodogram Analysis of Ocean Color Data*][lsp-n]         | {{ l0 }} | {{ d0 }}          | {{ v0 }}          |
+| [**OCSSW Processing Tools**][opt-n]                         |          | {{ d0 }}          | {{ v0 }}          |
+| **Orientation to Level-2 Generator**                        |          | {{ d0 }}          | {{ v0 }}          |
+| *Rayleigh Correction for PACE by Machine Learning*          | {{ l0 }} | {{ d0 }}          | {{ v0 }}          |
+| **Distributed Processing**                                  |          | {{ d0 }}          | {{ v0 }}          |
+| *HARP2 at Level-1C*                                         |          | {{ d0 }}          | {{ v0 }}          |
+| [*SPEXone at Level-1C*][s1c-n]                              |          | {{ d0 }}          | {{ v0 }}          |
+| [*HARP2 Aerosols at Level-2*][ha2-n]                        |          | {{ d0 }}          | {{ v0 }}          |
+| [*SPEXone Aerosols at Level-2*][sa2-n]                      |          | {{ d0 }}          | {{ v0 }}          |
+| *Environments for Reusable Projects*                        | {{ l0 }} |                   | {{ v0 }}          |
+| Machine Learning Cloud Mask                                 |          | {{ d0 }}          |                   |
+| [OCI Land Products][olp-n]                                  |          | {{ d0 }}          |                   |
+| [Projection and GeoTIFFs from Level-2][rio-n]               |          | {{ d0 }}          | [{{ v1 }}][rio-v] |
+| [OCI NO<sub>2</sub> Product Preview][no2-n]                 |          | {{ d0 }}          |                   |
+| Phytoplankton Pigments (GPig) Preview                       |          | {{ d0 }}          |                   |
+| Running GIOP wtih OCSSW                                     |          | {{ d0 }}          |                   |
 
-[Ocean Color Help Hub]: https://oceancolor.gsfc.nasa.gov/resources/docs/tutorials/
+<!--
+(Ian) EarthCARE and LandSAT Access
+(Skye) EMIT and PACE
+(Chamara, Meng) Cloud Products
+(Morgaine) SWOT and PACE
+(Ian) VirtualiZarr
+(???) github.com:ryan-edward-oshea/MDN_tutorials
+-->
+
+[eec-n]: notebooks/earthdata_cloud_access
+[vsd-n]: notebooks/oci_data_visualization
+[lsp-n]: notebooks/modis_lombscargle_periodogram
+[opt-n]: notebooks/oci_ocssw_processing_overview
+[olp-n]: notebooks/oci_terrestrial_data
+[s1c-n]: notebooks/spexone_basic_visualizations
+[ha2-n]: notebooks/harp2_l2_aerosol_product
+[sa2-n]: notebooks/spexone_l2_aerosol_product
+[rio-n]: notebooks/oci_project_and_format
+[no2-n]: notebooks/oci_no2
+[rio-v]: https://www.youtube.com/watch?v=hOu8rPd_x6I&t=970s
diff --git a/book/presentations/notebooks/earthdata_cloud_access.ipynb b/book/presentations/notebooks/earthdata_cloud_access.ipynb