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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 08/12/2025

The executable notebook is citable and the latest version is archived in Zenodo: 🔗 doi.org/10.5281/zeno...

EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 08/12/2025

Appreciations 🙏 Authors, Abner Bogan (CUAHSI) & Lindsay Platt (CUAHSI). 🙌 Reviewers, Heather Kropp (Hamilton College), @nquarderer.bsky.social (Earth Lab, University of Colorado – Boulder) & Kimberlee Wong (CUAHSI) ✨Editor, @alejo-coca (The Alan Turing Institute)

nquarderer.bsky.social

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 08/12/2025

Highlights: ✅ Fetch and integrate diverse data ✅ Use targets for a structured and reproducible workflow ✅ Focus analysis on the timing and magnitude of flooding during Hurricane Harvey ✅ Only re-run parts of the pipeline affected by data or code changes

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 08/12/2025

🎉 Celebrating a fresh and pioneer notebook in EDS book using the targets R package for reproducible data workflows 🌊 Authors from @cuahsi.bsky.social utilize the package to explore diverse environmental datasets, examining Hurricane Harvey's floods 🚀Launch edsbook.org/2dd74dfa-d87... 🧵(1/n)

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 22/09/2025

💡New ideas or suggestions for the notebook are welcome! Find how to contribute in our publication guidelines: 🔗 github.com/eds-book/eds...

github.com

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 22/09/2025

Appreciations 🙏 Author of the notebook, @lucky-j-yang.bsky.social for his effort to share a great notebook. 🙌 Zehao Liu (Hangzhou Dianzi University) & Rizzieri Pedruzzi (Rio de Janeiro State University) for their revision to improve the notebook content. ✨@alejo-coca for editing the submission

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 22/09/2025

👏The author explores field observations (with changed latitutde/longitude information) and run simulations experiments to verify whether the signal comes from a possible source, or to separate the regional baseline from the signal.

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 22/09/2025

Highlights: ✅ Explore vehicle-based observation data ✅ Analyse the synchronisation of measurement signals ✅ Simulate the source of measurement signals ✅ Use simulation experiments to break down measurement signals and obtain regional baseline values

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 22/09/2025

🎉 Let’s celebrate a fresh notebook contribution for the EDS book Gallery! 🐮 Lucky J. Yang from Westlake University shares a general workflow for processing vehicle-based methane observation data and performing preliminary source identification. 🚀Launch edsbook.org/dea59792-5a6... 🧵(1/n)

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 07/07/2025

🙏 We thank all notebook authors who have approved changes of their original contributions. Special thanks to the Executable Books team who have been working closely with multiple open-source communities towards a stable release of JB2.

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 07/07/2025

The upgrade has major improvements for a better user experience, including: 🔹Dedicated landing page highlighting core aspects of our community 🔹Improved navigation to the main sections for ease of development & contribution 🔹More powerful metadata and in-browser execution across published notebooks

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 07/07/2025

🚀 Launching a refreshed EDS book online resource and notebooks powered by the fresh beta release of Jupyter Book 2.0 (JB2) 🚀 👉 Check it out here: www.edsbook.org 📬 Stay tuned for further community-led notebooks ideas to be published this year!

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Reposted by EDS Book | fosstodon.org/@eds_book

Climate Informatics @climformatics.bsky.social · 16/04/2025

🌎 Registrations open for Climate Informatics 2025 ( #CI2025 ), April 28–30, 2025, at @fgvoficial.bsky.social, in Rio,Brazil. Join us (hybrid) for #oceanography, #hydrology, #remotesensing, #climate & #socialimpacts sessions! 🔗 2025.climateinformatics.com.br #ClimateScience #DataScience

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Reposted by EDS Book | fosstodon.org/@eds_book

NOAA @noaa.gov · 22/04/2025

Today is the big day! Happy #EarthDay from NOAA! Check out noaa.gov/Earthday, & visit noaa.gov any time for the latest Earth science news, scientific research discoveries & ways you can get involved to help our home planet.

A doodled graphic of the Earth with the text “Every day is Earth Day” on it. The Earth is surrounded by drawings of nature including a desert, tropics, tundra, marine and deep sea environments, mountains, forests, rivers, and hills. Credit: Kaleigh Ballantine/NOAA.

A NOAA small boat returns to ship under a rainbow after collecting water samples and deploying scientific instruments in the Pacific’s Kure Atoll. Credit: James Morioka/NOAA.

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Reposted by EDS Book | fosstodon.org/@eds_book

Alejandro Coca-Castro @alejo-coca.bsky.social · 18/12/2024

What does Artifact Evaluation mean for the computational #climatescience community? The blog post below summarises a pioneering initiative that some of us in @climformatics.bsky.social embarked on to embed more #reproducibility and #fairsoftware in climate research. Please share 🙏

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 09/12/2024

💡New ideas or suggestions for the notebook are welcome! Find how to contribute in our publication guidelines: 🔗 github.com/alan-turing-...

github.com

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 09/12/2024

#appreciations 🙏 Cam Appel for authoring the notebook idea and implementation. 🙌 @ethan.weecology.org & Louisa Van Zeeland (The Alan Turing Institute) for their revision and collaboration to improve the notebook content. ✨ @alejo-coca.bsky.social for editing the submission.

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 09/12/2024

👏The author shows how DeepForest @weecology.bsky.social, an open-source Python library providing tools for object detection to the biological monitoring community, could be powerful to learn and improve detection of livestock in aerial imagery. 💡Learn about DeepForest: deepforest.readthedocs.io

deepforest.readthedocs.io

DeepForest documentation — DeepForest 1.4.1 documentation

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 09/12/2024

Highlights: ✅ Detect livestock in airborne imagery using the pre-built livestock detection model ✅ Fine-tune the model using an open dataset ✅ Evaluate the model’s performance before and after fine-tuning ✅ Save and share model checkpoints via @hf.co allowing for reproducibility and collaboration

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EDS Book | fosstodon.org/@eds_book @eds-book.bsky.social · 09/12/2024

🎉 Let’s celebrate a fresh notebook contribution for the EDS book Gallery! 🐮 Cam Appel from Queen Mary University navigates the effectiveness of fine-tuning and #opendata for boosting a pre-trained model to accurately detect livestock in aerial imagery. 🚀Launch edsbook.org/notebooks/ga... 🧵(1/n)

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Reposted by EDS Book | fosstodon.org/@eds_book

Huw Griffiths @huwiceandstuff.bsky.social · 27/11/2024

A #map of the world in the #Spilhaus projection with the global #ocean as the main focus. It includes arrows of the global currents (@oceanandice.bsky.social) and sea surface temperature & velocity (Niklas Röber). It shows the interconnectedness of the world's oceans with #Antarctica at the centre!

A map of the world in the Spilhaus projection with the global ocean as the main focus. It includes arrows of the global currents overlaid onto sea surface temperature & velocity. Spilhaus is a projection that emphasizes the interconnectedness of the world's oceans. The map features a centered and enlarged southern ocean that is surrounded by land masses, creating a continuous east-west expanse of ocean around the world.

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