Respected Professor and All,
I have developed a series of notebooks for PyGILE-Plus, organized into seven modules: Introduction to PyGILE-Plus, Configuration, SAGA Tutorial, GRASS Tutorial, OTB Tutorial, Whitebox Tutorial, Python Ecosystem, and Watershed Delineation. The accompanying markdown files outline the overall objectives for each section.
I believe these materials could be integrated into the upcoming PyGILE-Plus upgrade. I have attached the notebooks here for your reference. While the conceptual framework and workflow design are my own, I used AI tools to assist with portions of the code implementation. Thank you! 00_Introduction_to_PyGILE_Plus.ipynb https://drive.google.com/file/d/1P6oToowLlXryMpSPORpXlpTlNyY_SauK/view?usp=drive_web 01_Configuration_and_Setup.ipynb https://drive.google.com/file/d/1Nc7jJSwvi5vNKyWgLTn9F3kqCPLwDJ9X/view?usp=drive_web 02_SAGA_GIS_Tutorial.ipynb https://drive.google.com/file/d/1w3LO0pRbP91e6o2z7M3F6HuJ534N4e51/view?usp=drive_web 03_GRASS_GIS_Tutorial.ipynb https://drive.google.com/file/d/1XnRYcwWoI6-GdRW-68CTzuLQuWpE6NFs/view?usp=drive_web 04_OTB_Tutorial.ipynb https://drive.google.com/file/d/1-UwBCm0kh2CD_OnlSFC_FaXPDYEq37eV/view?usp=drive_web 05_WhiteboxTools_Tutorial.ipynb https://drive.google.com/file/d/1cHBgY3SGNS-EU1zPSaWuGLy2yEsB7j0_/view?usp=drive_web 06_Python_Geospatial_Ecosystem.ipynb https://drive.google.com/file/d/1uWyV4l8hT4PxGgxXvnhtblW8JLpDhnv6/view?usp=drive_web 07_Watershed_Delineation.ipynb https://drive.google.com/file/d/185kpboc5dfNHq7WBPPaTfNHoA5mF-k9J/view?usp=drive_web
On Fri, Dec 5, 2025 at 9:59 AM ＴＨＯＭＡＳ ＪＯＢ ＪＯＳＥ via PyGILE < pygile@geoinfo-lab.org> wrote:
Hi, Venka Sensei,
I understand.
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*From:* Venkatesh Raghavan via PyGILE pygile@geoinfo-lab.org *Sent:* Friday, December 5, 2025 12:48:35 PM *To:* pygile@geoinfo-lab.org pygile@geoinfo-lab.org *Cc:* Venkatesh Raghavan raghavan@omu.ac.jp *Subject:* [PyGILE] Re: Update regarding PyGILE-Plus!
Hi All,
I just had a Zoom meeting with Bhuvan updating about recent examples of using STAC and GRASS in PyGILE-Plus.
Also, we had a talk on possibility of Bhuvan joining us in Mumbai.
Job-san, Lam-san, please discuss about your schedule for India trip with Bhuvan and also share with him details about any issue you face in deploying STAC and GRASS based jupyter notebooks.
Best,
Venka
P.S. I heard that Bhuvan and Lam had scheduled a meeting for today. Job-san, you can join this meeting too, if you are free.
On 11/21/2025 10:22 AM, Venkatesh Raghavan wrote:
Hi All,
I have added Job-san to this list.
Job-san, you can report the modification you made to get the STAC related RS notebooks [1] working and also about numpy version issue.
Bhuwan, with the experience gained over the last 6 months, we can plan a new release of PyGILE plus, including updates and more notebook examples. Maybe we could release the new version sometimes in Jan. 2026.
Let me know your thoughts
Best,
Venka
[1] https://gitlab.irstea.fr/umr-tetis/jupyter/remote-sensing-notebooks
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