From febd8a622b5f7617a2230b06c99a2f8f3cc365de Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 5 Aug 2025 16:06:45 -0600
Subject: [PATCH 1/8] Update prereqs-templates.ipynb
---
notebooks/templates/prereqs-templates.ipynb | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/notebooks/templates/prereqs-templates.ipynb b/notebooks/templates/prereqs-templates.ipynb
index 947ace1d..744e934d 100644
--- a/notebooks/templates/prereqs-templates.ipynb
+++ b/notebooks/templates/prereqs-templates.ipynb
@@ -14,8 +14,8 @@
"\n",
"| Concepts | Importance | Notes |\n",
"|---|---|---|\n",
- "| [Intro to xarray](https://foundations.projectpythia.org/core/xarray/xarray-intro.html) | Necessary | |\n",
- "| [Dask Arrays](https://foundations.projectpythia.org/core/xarray/dask-arrays-xarray.html)| Necessary| |\n",
+ "| [Intro to xarray](https://foundations.projectpythia.org/core/xarray/xarray-intro) | Necessary | |\n",
+ "| [Dask Arrays](https://foundations.projectpythia.org/core/xarray/dask-arrays-xarray)| Necessary| |\n",
"| [Documentation scikit-learn](https://scikit-learn.org/stable/)|Neccesary|Machine Learning in Python|\n",
"| [Documentation Matplotlib](https://matplotlib.org/stable/users/explain/quick_start.html)|Helpful|Ploting in Python|\n",
"| [Documentation odc-stac](https://odc-stac.readthedocs.io/en/latest/)|Helpful|Data access|\n",
From 93dcf10895393ca1eb2010a75fb8c766a203e435 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 5 Aug 2025 16:07:20 -0600
Subject: [PATCH 2/8] Update environmental-remote-sensing.ipynb
---
notebooks/courses/environmental-remote-sensing.ipynb | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/notebooks/courses/environmental-remote-sensing.ipynb b/notebooks/courses/environmental-remote-sensing.ipynb
index f558c752..25a10d6c 100644
--- a/notebooks/courses/environmental-remote-sensing.ipynb
+++ b/notebooks/courses/environmental-remote-sensing.ipynb
@@ -14,7 +14,7 @@
"\n",
"| Concepts | Importance | Notes |\n",
"|---|---|---|\n",
- "| [Intro to Earth Observation Data Science](https://projectpythia.org/eo-datascience-cookbook/README.html) | Helpful | |\n",
+ "| [Intro to Earth Observation Data Science](https://projectpythia.org/eo-datascience-cookbook) | Helpful | |\n",
"| [Documentation hvPlot](https://hvplot.holoviz.org/)|Helpful|Interactive plotting|\n",
"| [Documentation pandas](https://pandas.pydata.org/)|Helpful|Tabular data wrangling|\n",
"\n",
From eebdbdc6d00cd0e54f95cc4844811fab60142c5c Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 5 Aug 2025 16:08:32 -0600
Subject: [PATCH 3/8] Update harmonic-parameters.ipynb
---
notebooks/tutorials/harmonic-parameters.ipynb | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/notebooks/tutorials/harmonic-parameters.ipynb b/notebooks/tutorials/harmonic-parameters.ipynb
index 8d491e42..4b6ab403 100644
--- a/notebooks/tutorials/harmonic-parameters.ipynb
+++ b/notebooks/tutorials/harmonic-parameters.ipynb
@@ -14,8 +14,8 @@
"\n",
"| Concepts | Importance | Notes |\n",
"|---|---|---|\n",
- "| [Intro to xarray](https://foundations.projectpythia.org/core/xarray/xarray-intro.html) | Necessary | |\n",
- "| [Intro to Flood mapping](https://projectpythia.org/eo-datascience-cookbook/notebooks/tutorials/floodmapping.html)| Necessary| |\n",
+ "| [Intro to xarray](https://foundations.projectpythia.org/core/xarray/xarray-intro) | Necessary | |\n",
+ "| [Intro to Flood mapping](https://projectpythia.org/eo-datascience-cookbook/notebooks/tutorials/floodmapping)| Necessary| |\n",
"| [Documentation hvPlot](https://hvplot.holoviz.org/)|Helpful|Interactive plotting|\n",
"\n",
"- **Time to learn**: 10 min\n",
From 0750b597659ed87be7b98defa0c2019865af6cfc Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 5 Aug 2025 16:08:53 -0600
Subject: [PATCH 4/8] Update floodmapping.ipynb
---
notebooks/tutorials/floodmapping.ipynb | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/notebooks/tutorials/floodmapping.ipynb b/notebooks/tutorials/floodmapping.ipynb
index 2a2f19eb..a79f3b74 100644
--- a/notebooks/tutorials/floodmapping.ipynb
+++ b/notebooks/tutorials/floodmapping.ipynb
@@ -23,8 +23,8 @@
"\n",
"| Concepts | Importance | Notes |\n",
"|---|---|---|\n",
- "| [Intro to xarray](https://foundations.projectpythia.org/core/xarray/xarray-intro.html) | Necessary | |\n",
- "| [Intro to Harmonic parameters](https://projectpythia.org/eo-datascience-cookbook/notebooks/tutorials/harmonic-parameters.html)| Necessary| |\n",
+ "| [Intro to xarray](https://foundations.projectpythia.org/core/xarray/xarray-intro) | Necessary | |\n",
+ "| [Intro to Harmonic parameters](https://projectpythia.org/eo-datascience-cookbook/notebooks/tutorials/harmonic-parameters)| Necessary| |\n",
"| [Documentation hvPlot](https://hvplot.holoviz.org/)|Helpful|Interactive plotting|\n",
"| [Documentation odc-stac](https://odc-stac.readthedocs.io/en/latest/)|Helpful|Data access|\n",
"\n",
From 654c96a8cf028bd601d80e2f86cca22b189b2b28 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Tue, 5 Aug 2025 16:09:27 -0600
Subject: [PATCH 5/8] Update microwave-remote-sensing.ipynb
---
notebooks/courses/microwave-remote-sensing.ipynb | 8 ++++----
1 file changed, 4 insertions(+), 4 deletions(-)
diff --git a/notebooks/courses/microwave-remote-sensing.ipynb b/notebooks/courses/microwave-remote-sensing.ipynb
index 4e5706c9..014439b5 100644
--- a/notebooks/courses/microwave-remote-sensing.ipynb
+++ b/notebooks/courses/microwave-remote-sensing.ipynb
@@ -15,10 +15,10 @@
"\n",
"| Concepts | Importance | Notes |\n",
"|---|---|---|\n",
- "| [Intro to xarray](https://foundations.projectpythia.org/core/xarray/xarray-intro.html) | Necessary | |\n",
- "| [Dask Arrays](https://foundations.projectpythia.org/core/xarray/dask-arrays-xarray.html)| Necessary| |\n",
- "| [Intake](https://projectpythia.org/intake-cookbook/README.html)|Helpful| |\n",
- "| [Matplotlib](https://foundations.projectpythia.org/core/matplotlib.html)|Helpful|Ploting in Python|\n",
+ "| [Intro to xarray](https://foundations.projectpythia.org/core/xarray/xarray-intro) | Necessary | |\n",
+ "| [Dask Arrays](https://foundations.projectpythia.org/core/xarray/dask-arrays-xarray)| Necessary| |\n",
+ "| [Intake](https://projectpythia.org/intake-cookbook)|Helpful| |\n",
+ "| [Matplotlib](https://foundations.projectpythia.org/core/matplotlib)|Helpful|Ploting in Python|\n",
"| [Documentation hvPlot](https://hvplot.holoviz.org/)|Helpful|Interactive plotting|\n",
"| [Documentation odc-stac](https://odc-stac.readthedocs.io/en/latest/)|Helpful|Data access|\n",
"\n",
From b1f66dc11942c095c96d8f6f5bb7db840e1a22e8 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Wed, 6 Aug 2025 14:26:25 -0600
Subject: [PATCH 6/8] Delete _config.yml
---
_config.yml | 91 -----------------------------------------------------
1 file changed, 91 deletions(-)
delete mode 100644 _config.yml
diff --git a/_config.yml b/_config.yml
deleted file mode 100644
index 06927355..00000000
--- a/_config.yml
+++ /dev/null
@@ -1,91 +0,0 @@
-# Book settings
-# Learn more at https://jupyterbook.org/customize/config.html
-
-title: Earth Observation Data Science Cookbook
-author: the Project Pythia Community
-logo: notebooks/images/logos/pythia_logo-white-rtext.svg
-copyright: "2025"
-
-bibtex_bibfiles:
- - notebooks/references.bib
-
-execute:
- # To execute notebooks via a Binder instead, replace 'cache' with 'binder'
- execute_notebooks: cache
- timeout: 600
- allow_errors: False # cells with expected failures must set the `raises-exception` cell tag
- exclude_patterns:
- - "team_work/*"
- - "*_homework_exercise*"
-
-# Add a few extensions to help with parsing content
-parse:
- myst_enable_extensions: # default extensions to enable in the myst parser. See https://myst-parser.readthedocs.io/en/latest/using/syntax-optional.html
- - amsmath
- - colon_fence
- - deflist
- - dollarmath
- - html_admonition
- - html_image
- - replacements
- - smartquotes
- - substitution
-
-sphinx:
- config:
- linkcheck_ignore: [
- "https://doi.org/*",
- "https://zenodo.org/badge/*",
- "https://services.eodc.eu/browser/*",
- "https://binder.eo-datascience-cookbook.org/*",
- "https://www.mdpi.com/*",
- ] # don't run link checker on DOI links since they are immutable
- nb_execution_raise_on_error: true # raise exception in build if there are notebook errors (this flag is ignored if building on binder)
- html_favicon: notebooks/images/icons/favicon.ico
- html_last_updated_fmt: "%-d %B %Y"
- html_theme: sphinx_pythia_theme
- html_permalinks_icon: ''
- html_theme_options:
- home_page_in_toc: true
- repository_url: https://github.com/ProjectPythia/eo-datascience-cookbook # Online location of your book
- repository_branch: main # Which branch of the repository should be used when creating links (optional)
- use_issues_button: true
- use_repository_button: true
- use_edit_page_button: true
- use_fullscreen_button: true
- analytics:
- google_analytics_id: G-T52X8HNYE8
- github_url: https://github.com/ProjectPythia
- icon_links:
- - name: YouTube
- url: https://www.youtube.com/channel/UCoZPBqJal5uKpO8ZiwzavCw
- icon: fab fa-youtube-square
- type: fontawesome
- launch_buttons:
- binderhub_url: https://binder.projectpythia.org
- notebook_interface: jupyterlab
- logo:
- link: https://projectpythia.org
- navbar_start:
- - navbar-logo
- navbar_end:
- - navbar-icon-links
- navbar_links:
- - name: Home
- url: https://projectpythia.org
- - name: Foundations
- url: https://foundations.projectpythia.org
- - name: Cookbooks
- url: https://cookbooks.projectpythia.org
- - name: Resources
- url: https://projectpythia.org/resource-gallery.html
- - name: Community
- url: https://projectpythia.org/index.html#join-us
- footer_logos:
- NCAR: notebooks/images/logos/NSF-NCAR_Lockup-UCAR-Dark_102523.svg
- Unidata: notebooks/images/logos/Unidata_logo_horizontal_1200x300.svg
- UAlbany: notebooks/images/logos/UAlbany-A2-logo-purple-gold.svg
- footer_start:
- - footer-logos
- - footer-info
- - footer-extra
From 3faac61ee3adb298afba12344dc4fbde8d547256 Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Wed, 6 Aug 2025 14:26:34 -0600
Subject: [PATCH 7/8] Delete _toc.yml
---
_toc.yml | 36 ------------------------------------
1 file changed, 36 deletions(-)
delete mode 100644 _toc.yml
diff --git a/_toc.yml b/_toc.yml
deleted file mode 100644
index 60a212cc..00000000
--- a/_toc.yml
+++ /dev/null
@@ -1,36 +0,0 @@
-format: jb-book
-parts:
-- caption: Preamble
- chapters:
- - file: notebooks/how-to-cite
-- caption: Courses
- chapters:
- - file: notebooks/courses/microwave-remote-sensing
- sections:
- - file: notebooks/courses/microwave-remote-sensing/unit_01/01_in_class_exercise
- - file: notebooks/courses/microwave-remote-sensing/unit_01/02_in_class_exercise
- - file: notebooks/courses/microwave-remote-sensing/unit_01/03_in_class_exercise
- - file: notebooks/courses/microwave-remote-sensing/unit_02/04_in_class_exercise
- - file: notebooks/courses/microwave-remote-sensing/unit_02/05_in_class_exercise
- - file: notebooks/courses/microwave-remote-sensing/unit_02/06_in_class_exercise
- - file: notebooks/courses/microwave-remote-sensing/unit_03/07_in_class_exercise
- - file: notebooks/courses/microwave-remote-sensing/unit_03/08_in_class_exercise
- - file: notebooks/courses/microwave-remote-sensing/unit_03/09_in_class_exercise
- - file: notebooks/courses/environmental-remote-sensing
- sections:
- - file: notebooks/courses/environmental-remote-sensing/mozambique-droughts
-- caption: Templates
- chapters:
- - file: notebooks/templates/prereqs-templates
- sections:
- - file: notebooks/templates/classification
-- caption: Tutorials
- chapters:
- - file: notebooks/tutorials/prereqs-tutorials
- sections:
- - file: notebooks/tutorials/floodmapping
- - file: notebooks/tutorials/harmonic-parameters
-- caption: References
- chapters:
- - file: notebooks/references
-root: README
From 0c3b91f100317a87f4cb5cb4211aefe7849edc0d Mon Sep 17 00:00:00 2001
From: Julia Kent <46687291+jukent@users.noreply.github.com>
Date: Wed, 6 Aug 2025 14:27:21 -0600
Subject: [PATCH 8/8] Update README.md
---
README.md | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/README.md b/README.md
index ea3fd2b7..bd1e5434 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
-
-
# Earth Observation Data Science Cookbook
+
+
[](https://github.com/ProjectPythia/eo-datascience-cookbook/actions/workflows/nightly-build.yaml)
[](https://binder.projectpythia.org/v2/gh/ProjectPythia/eo-datascience-cookbook/main?labpath=notebooks)
[](https://zenodo.org/badge/latestdoi/830421828)